warning: commands will be executed using /bin/sh
job 1575 at Thu Jun 20 00:52:00 2013
FileBase	/isis3/andresg/Bud/buddy140_061813_reo/buddy140_061813_reo
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1375465 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 458488 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 24123 members 
Mstep: Class 3 contains 24102 members 
Mstep: Class 4 contains 24249 members 
Mstep: Class 5 contains 24057 members 
Mstep: Class 6 contains 24329 members 
Mstep: Class 7 contains 23767 members 
Mstep: Class 8 contains 24035 members 
Mstep: Class 9 contains 24203 members 
Mstep: Class 10 contains 24029 members 
Mstep: Class 11 contains 24194 members 
Mstep: Class 12 contains 24022 members 
Mstep: Class 13 contains 24112 members 
Mstep: Class 14 contains 24060 members 
Mstep: Class 15 contains 24234 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 24148 members 
Mstep: Class 18 contains 24194 members 
Mstep: Class 19 contains 24021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 728.564575 but Gain 2118.300781
Score: -25008992.000000 Penalty: 38129.390625
Iteration 0F: 19 clusters Score -2.500899e+07 nChanged 429953
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 24472 members 
Mstep: Class 3 contains 18423 members 
Mstep: Class 4 contains 24953 members 
Mstep: Class 5 contains 22876 members 
Mstep: Class 6 contains 18216 members 
Mstep: Class 7 contains 21134 members 
Mstep: Class 8 contains 29876 members 
Mstep: Class 9 contains 22703 members 
Mstep: Class 10 contains 25737 members 
Mstep: Class 11 contains 19897 members 
Mstep: Class 13 contains 31432 members 
Mstep: Class 14 contains 27426 members 
Mstep: Class 15 contains 21746 members 
Mstep: Class 16 contains 20769 members 
Mstep: Class 17 contains 23684 members 
Mstep: Class 18 contains 27507 members 
Mstep: Class 19 contains 27804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26197188.000000 Penalty: 38129.390625
Iteration 1F: 19 clusters Score -2.619719e+07 nChanged 145090
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 20420 members 
Mstep: Class 3 contains 15766 members 
Mstep: Class 4 contains 23616 members 
Mstep: Class 5 contains 23209 members 
Mstep: Class 6 contains 14142 members 
Mstep: Class 7 contains 18005 members 
Mstep: Class 8 contains 38384 members 
Mstep: Class 9 contains 17526 members 
Mstep: Class 10 contains 24131 members 
Mstep: Class 11 contains 16372 members 
Mstep: Class 13 contains 32669 members 
Mstep: Class 14 contains 30834 members 
Mstep: Class 15 contains 19649 members 
Mstep: Class 16 contains 17195 members 
Mstep: Class 17 contains 23343 members 
Mstep: Class 18 contains 24925 members 
Mstep: Class 19 contains 27758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26424018.000000 Penalty: 38129.390625
Iteration 2F: 19 clusters Score -2.642402e+07 nChanged 108510
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 15285 members 
Mstep: Class 4 contains 21952 members 
Mstep: Class 5 contains 22828 members 
Mstep: Class 6 contains 12109 members 
Mstep: Class 7 contains 16809 members 
Mstep: Class 8 contains 43905 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 22852 members 
Mstep: Class 11 contains 13147 members 
Mstep: Class 13 contains 31677 members 
Mstep: Class 14 contains 39159 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 20983 members 
Mstep: Class 18 contains 23145 members 
Mstep: Class 19 contains 26244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26545508.000000 Penalty: 38129.390625
Iteration 3F: 19 clusters Score -2.654551e+07 nChanged 82791
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 10686 members 
Mstep: Class 3 contains 16307 members 
Mstep: Class 4 contains 20827 members 
Mstep: Class 5 contains 24231 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 16554 members 
Mstep: Class 8 contains 45488 members 
Mstep: Class 9 contains 12299 members 
Mstep: Class 10 contains 21701 members 
Mstep: Class 11 contains 10875 members 
Mstep: Class 13 contains 28690 members 
Mstep: Class 14 contains 44522 members 
Mstep: Class 15 contains 15284 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 17443 members 
Mstep: Class 18 contains 21664 members 
Mstep: Class 19 contains 24915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26628966.000000 Penalty: 38129.390625
Iteration 4F: 19 clusters Score -2.662897e+07 nChanged 68059
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 126993 members 
Mstep: Class 2 contains 6884 members 
Mstep: Class 3 contains 18000 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 5 contains 26789 members 
Mstep: Class 6 contains 9124 members 
Mstep: Class 7 contains 16283 members 
Mstep: Class 8 contains 43504 members 
Mstep: Class 9 contains 11743 members 
Mstep: Class 10 contains 20630 members 
Mstep: Class 11 contains 9505 members 
Mstep: Class 13 contains 24905 members 
Mstep: Class 14 contains 46867 members 
Mstep: Class 15 contains 14154 members 
Mstep: Class 16 contains 4370 members 
Mstep: Class 17 contains 13832 members 
Mstep: Class 18 contains 19847 members 
Mstep: Class 19 contains 24476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26694194.000000 Penalty: 38129.390625
Iteration 5F: 19 clusters Score -2.669419e+07 nChanged 57071
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144519 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 19405 members 
Mstep: Class 4 contains 20604 members 
Mstep: Class 5 contains 28767 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 16033 members 
Mstep: Class 8 contains 38270 members 
Mstep: Class 9 contains 11463 members 
Mstep: Class 10 contains 19889 members 
Mstep: Class 11 contains 8445 members 
Mstep: Class 13 contains 21826 members 
Mstep: Class 14 contains 47516 members 
Mstep: Class 15 contains 13427 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 18084 members 
Mstep: Class 19 contains 24985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1199.172485 but Gain 2118.296875
Score: -26745662.000000 Penalty: 36011.093750
Iteration 6F: 18 clusters Score -2.674566e+07 nChanged 48816
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 160539 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 20135 members 
Mstep: Class 4 contains 20428 members 
Mstep: Class 5 contains 29694 members 
Mstep: Class 6 contains 7089 members 
Mstep: Class 7 contains 16035 members 
Mstep: Class 8 contains 31740 members 
Mstep: Class 9 contains 11061 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 7655 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 47401 members 
Mstep: Class 15 contains 13015 members 
Mstep: Class 17 contains 7932 members 
Mstep: Class 18 contains 16488 members 
Mstep: Class 19 contains 26036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26785416.000000 Penalty: 36011.093750
Iteration 7F: 18 clusters Score -2.678542e+07 nChanged 38655
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 172687 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 20167 members 
Mstep: Class 4 contains 19655 members 
Mstep: Class 5 contains 29621 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 15949 members 
Mstep: Class 8 contains 25896 members 
Mstep: Class 9 contains 10392 members 
Mstep: Class 10 contains 20305 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 46771 members 
Mstep: Class 15 contains 12713 members 
Mstep: Class 17 contains 6069 members 
Mstep: Class 18 contains 15191 members 
Mstep: Class 19 contains 27179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26812724.000000 Penalty: 36011.093750
Iteration 8F: 18 clusters Score -2.681272e+07 nChanged 30589
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 180840 members 
Mstep: Class 2 contains 2307 members 
Mstep: Class 3 contains 19880 members 
Mstep: Class 4 contains 18518 members 
Mstep: Class 5 contains 29482 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 15773 members 
Mstep: Class 8 contains 22321 members 
Mstep: Class 9 contains 9537 members 
Mstep: Class 10 contains 21193 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 13 contains 19604 members 
Mstep: Class 14 contains 46084 members 
Mstep: Class 15 contains 12452 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 14198 members 
Mstep: Class 19 contains 28425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26831962.000000 Penalty: 36011.093750
Iteration 9F: 18 clusters Score -2.683196e+07 nChanged 24281
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 185557 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 19461 members 
Mstep: Class 4 contains 17199 members 
Mstep: Class 5 contains 29586 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 7 contains 15544 members 
Mstep: Class 8 contains 20830 members 
Mstep: Class 9 contains 8614 members 
Mstep: Class 10 contains 22249 members 
Mstep: Class 11 contains 6272 members 
Mstep: Class 13 contains 19980 members 
Mstep: Class 14 contains 45413 members 
Mstep: Class 15 contains 12215 members 
Mstep: Class 17 contains 4149 members 
Mstep: Class 18 contains 13427 members 
Mstep: Class 19 contains 29507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26845740.000000 Penalty: 36011.093750
Iteration 10F: 18 clusters Score -2.684574e+07 nChanged 20002
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 188100 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 19006 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 29920 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 15289 members 
Mstep: Class 8 contains 20584 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 23318 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 13 contains 20485 members 
Mstep: Class 14 contains 44721 members 
Mstep: Class 15 contains 12034 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 12862 members 
Mstep: Class 19 contains 30482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26855478.000000 Penalty: 36011.093750
Iteration 11Q: 18 clusters Score -2.685548e+07 nChanged 16692
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 189501 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 18455 members 
Mstep: Class 4 contains 14622 members 
Mstep: Class 5 contains 30360 members 
Mstep: Class 6 contains 6279 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 20740 members 
Mstep: Class 9 contains 6602 members 
Mstep: Class 10 contains 24505 members 
Mstep: Class 11 contains 5855 members 
Mstep: Class 13 contains 21072 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 11880 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 12409 members 
Mstep: Class 19 contains 31385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26862572.000000 Penalty: 36011.093750
Iteration 12Q: 18 clusters Score -2.686257e+07 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 190076 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 17808 members 
Mstep: Class 4 contains 13720 members 
Mstep: Class 5 contains 30844 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 14736 members 
Mstep: Class 8 contains 21043 members 
Mstep: Class 9 contains 5691 members 
Mstep: Class 10 contains 25724 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 13 contains 21609 members 
Mstep: Class 14 contains 43609 members 
Mstep: Class 15 contains 11806 members 
Mstep: Class 17 contains 3563 members 
Mstep: Class 18 contains 12042 members 
Mstep: Class 19 contains 32208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26868290.000000 Penalty: 36011.093750
Iteration 13Q: 18 clusters Score -2.686829e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 190019 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 17172 members 
Mstep: Class 4 contains 13019 members 
Mstep: Class 5 contains 31376 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 14489 members 
Mstep: Class 8 contains 21471 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 26917 members 
Mstep: Class 11 contains 5529 members 
Mstep: Class 13 contains 22106 members 
Mstep: Class 14 contains 43144 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 32969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26873062.000000 Penalty: 36011.093750
Iteration 14Q: 18 clusters Score -2.687306e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 189678 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 16570 members 
Mstep: Class 4 contains 12453 members 
Mstep: Class 5 contains 31954 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 21876 members 
Mstep: Class 9 contains 4229 members 
Mstep: Class 10 contains 28050 members 
Mstep: Class 11 contains 5392 members 
Mstep: Class 13 contains 22524 members 
Mstep: Class 14 contains 42729 members 
Mstep: Class 15 contains 11770 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 33697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26877148.000000 Penalty: 36011.093750
Iteration 15Q: 18 clusters Score -2.687715e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 189040 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 16020 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 32527 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 13873 members 
Mstep: Class 8 contains 22254 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 10 contains 29039 members 
Mstep: Class 11 contains 5294 members 
Mstep: Class 13 contains 22853 members 
Mstep: Class 14 contains 42451 members 
Mstep: Class 15 contains 11857 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 10976 members 
Mstep: Class 19 contains 34447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26880956.000000 Penalty: 36011.093750
Iteration 16Q: 18 clusters Score -2.688096e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 188220 members 
Mstep: Class 2 contains 1654 members 
Mstep: Class 3 contains 15439 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 13608 members 
Mstep: Class 8 contains 22588 members 
Mstep: Class 9 contains 3350 members 
Mstep: Class 10 contains 29861 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 13 contains 23197 members 
Mstep: Class 14 contains 42154 members 
Mstep: Class 15 contains 12001 members 
Mstep: Class 17 contains 4096 members 
Mstep: Class 18 contains 10578 members 
Mstep: Class 19 contains 35186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26884324.000000 Penalty: 36011.093750
Iteration 17Q: 18 clusters Score -2.688432e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 187261 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 14853 members 
Mstep: Class 4 contains 11632 members 
Mstep: Class 5 contains 33818 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 13284 members 
Mstep: Class 8 contains 22861 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 10 contains 30555 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 13 contains 23517 members 
Mstep: Class 14 contains 41855 members 
Mstep: Class 15 contains 12083 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 10219 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26887354.000000 Penalty: 36011.093750
Iteration 18Q: 18 clusters Score -2.688735e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 186321 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 14302 members 
Mstep: Class 4 contains 11484 members 
Mstep: Class 5 contains 34522 members 
Mstep: Class 6 contains 6461 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 23050 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 31059 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 13 contains 23830 members 
Mstep: Class 14 contains 41590 members 
Mstep: Class 15 contains 12122 members 
Mstep: Class 17 contains 4547 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 36767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26890150.000000 Penalty: 36011.093750
Iteration 19Q: 18 clusters Score -2.689015e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 185414 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 13806 members 
Mstep: Class 4 contains 11342 members 
Mstep: Class 5 contains 35225 members 
Mstep: Class 6 contains 6479 members 
Mstep: Class 7 contains 12693 members 
Mstep: Class 8 contains 23110 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5016 members 
Mstep: Class 13 contains 24156 members 
Mstep: Class 14 contains 41260 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 17 contains 4780 members 
Mstep: Class 18 contains 9768 members 
Mstep: Class 19 contains 37553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26893398.000000 Penalty: 36011.093750
Iteration 20F: 18 clusters Score -2.68934e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 184589 members 
Mstep: Class 2 contains 1319 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 11209 members 
Mstep: Class 5 contains 35792 members 
Mstep: Class 6 contains 6494 members 
Mstep: Class 7 contains 12603 members 
Mstep: Class 8 contains 23080 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 31730 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 13 contains 24423 members 
Mstep: Class 14 contains 40814 members 
Mstep: Class 15 contains 12116 members 
Mstep: Class 17 contains 4997 members 
Mstep: Class 18 contains 9581 members 
Mstep: Class 19 contains 38392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26896264.000000 Penalty: 36011.093750
Iteration 21Q: 18 clusters Score -2.689626e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 183571 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 13030 members 
Mstep: Class 4 contains 11146 members 
Mstep: Class 5 contains 36198 members 
Mstep: Class 6 contains 6495 members 
Mstep: Class 7 contains 12747 members 
Mstep: Class 8 contains 22963 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 31983 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 13 contains 24671 members 
Mstep: Class 14 contains 40289 members 
Mstep: Class 15 contains 12181 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 9431 members 
Mstep: Class 19 contains 39301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26898412.000000 Penalty: 36011.093750
Iteration 22Q: 18 clusters Score -2.689841e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 182589 members 
Mstep: Class 2 contains 1281 members 
Mstep: Class 3 contains 12742 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 36484 members 
Mstep: Class 6 contains 6472 members 
Mstep: Class 7 contains 12978 members 
Mstep: Class 8 contains 22768 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 32161 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 13 contains 24889 members 
Mstep: Class 14 contains 39776 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 17 contains 5294 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 40264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26900294.000000 Penalty: 36011.093750
Iteration 23Q: 18 clusters Score -2.690029e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 181567 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 12587 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 36631 members 
Mstep: Class 6 contains 6452 members 
Mstep: Class 7 contains 13292 members 
Mstep: Class 8 contains 22557 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 32277 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 13 contains 25042 members 
Mstep: Class 14 contains 39256 members 
Mstep: Class 15 contains 12420 members 
Mstep: Class 17 contains 5421 members 
Mstep: Class 18 contains 9164 members 
Mstep: Class 19 contains 41298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26901862.000000 Penalty: 36011.093750
Iteration 24Q: 18 clusters Score -2.690186e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 180516 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 12460 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 36714 members 
Mstep: Class 6 contains 6452 members 
Mstep: Class 7 contains 13637 members 
Mstep: Class 8 contains 22406 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 32311 members 
Mstep: Class 11 contains 5026 members 
Mstep: Class 13 contains 25196 members 
Mstep: Class 14 contains 38738 members 
Mstep: Class 15 contains 12539 members 
Mstep: Class 17 contains 5504 members 
Mstep: Class 18 contains 9085 members 
Mstep: Class 19 contains 42421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26903108.000000 Penalty: 36011.093750
Iteration 25Q: 18 clusters Score -2.690311e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 179479 members 
Mstep: Class 2 contains 1274 members 
Mstep: Class 3 contains 12341 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 36762 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 13995 members 
Mstep: Class 8 contains 22297 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 32286 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 13 contains 25291 members 
Mstep: Class 14 contains 38283 members 
Mstep: Class 15 contains 12624 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 43542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26903898.000000 Penalty: 36011.093750
Iteration 26Q: 18 clusters Score -2.69039e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 178527 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 12333 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 6464 members 
Mstep: Class 7 contains 14343 members 
Mstep: Class 8 contains 22197 members 
Mstep: Class 9 contains 3429 members 
Mstep: Class 10 contains 32255 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 13 contains 25371 members 
Mstep: Class 14 contains 37814 members 
Mstep: Class 15 contains 12689 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 44604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26904716.000000 Penalty: 36011.093750
Iteration 27Q: 18 clusters Score -2.690472e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 177587 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 10680 members 
Mstep: Class 5 contains 36772 members 
Mstep: Class 6 contains 6460 members 
Mstep: Class 7 contains 14653 members 
Mstep: Class 8 contains 22105 members 
Mstep: Class 9 contains 3508 members 
Mstep: Class 10 contains 32235 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 13 contains 25465 members 
Mstep: Class 14 contains 37339 members 
Mstep: Class 15 contains 12733 members 
Mstep: Class 17 contains 5694 members 
Mstep: Class 18 contains 8956 members 
Mstep: Class 19 contains 45652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26905280.000000 Penalty: 36011.093750
Iteration 28Q: 18 clusters Score -2.690528e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 176620 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 12387 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 36768 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 14932 members 
Mstep: Class 8 contains 22046 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 32216 members 
Mstep: Class 11 contains 5000 members 
Mstep: Class 13 contains 25546 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 12761 members 
Mstep: Class 17 contains 5744 members 
Mstep: Class 18 contains 8926 members 
Mstep: Class 19 contains 46724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26905694.000000 Penalty: 36011.093750
Iteration 29Q: 18 clusters Score -2.690569e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 175617 members 
Mstep: Class 2 contains 1262 members 
Mstep: Class 3 contains 12422 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 36732 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 15194 members 
Mstep: Class 8 contains 21980 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 32196 members 
Mstep: Class 11 contains 4998 members 
Mstep: Class 13 contains 25664 members 
Mstep: Class 14 contains 36484 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 17 contains 5793 members 
Mstep: Class 18 contains 8903 members 
Mstep: Class 19 contains 47814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26906058.000000 Penalty: 36011.093750
Iteration 30Q: 18 clusters Score -2.690606e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 174603 members 
Mstep: Class 2 contains 1257 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 10380 members 
Mstep: Class 5 contains 36687 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 15438 members 
Mstep: Class 8 contains 21913 members 
Mstep: Class 9 contains 3778 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 13 contains 25785 members 
Mstep: Class 14 contains 36108 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 48953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26906432.000000 Penalty: 36011.093750
Iteration 31Q: 18 clusters Score -2.690643e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 173651 members 
Mstep: Class 2 contains 1253 members 
Mstep: Class 3 contains 12488 members 
Mstep: Class 4 contains 10289 members 
Mstep: Class 5 contains 36622 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 7 contains 15695 members 
Mstep: Class 8 contains 21843 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 5015 members 
Mstep: Class 13 contains 25865 members 
Mstep: Class 14 contains 35744 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 17 contains 5888 members 
Mstep: Class 18 contains 8827 members 
Mstep: Class 19 contains 50003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26906752.000000 Penalty: 36011.093750
Iteration 32Q: 18 clusters Score -2.690675e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 172679 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 12522 members 
Mstep: Class 4 contains 10211 members 
Mstep: Class 5 contains 36565 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 15950 members 
Mstep: Class 8 contains 21804 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 32177 members 
Mstep: Class 11 contains 5039 members 
Mstep: Class 13 contains 25929 members 
Mstep: Class 14 contains 35393 members 
Mstep: Class 15 contains 12850 members 
Mstep: Class 17 contains 5936 members 
Mstep: Class 18 contains 8798 members 
Mstep: Class 19 contains 51023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26907018.000000 Penalty: 36011.093750
Iteration 33Q: 18 clusters Score -2.690702e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 171683 members 
Mstep: Class 2 contains 1258 members 
Mstep: Class 3 contains 12547 members 
Mstep: Class 4 contains 10149 members 
Mstep: Class 5 contains 36494 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 16206 members 
Mstep: Class 8 contains 21766 members 
Mstep: Class 9 contains 4013 members 
Mstep: Class 10 contains 32182 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 13 contains 25987 members 
Mstep: Class 14 contains 35056 members 
Mstep: Class 15 contains 12850 members 
Mstep: Class 17 contains 5979 members 
Mstep: Class 18 contains 8768 members 
Mstep: Class 19 contains 52100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26907394.000000 Penalty: 36011.093750
Iteration 34Q: 18 clusters Score -2.690739e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 170668 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 12564 members 
Mstep: Class 4 contains 10105 members 
Mstep: Class 5 contains 36434 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 16463 members 
Mstep: Class 8 contains 21752 members 
Mstep: Class 9 contains 4074 members 
Mstep: Class 10 contains 32191 members 
Mstep: Class 11 contains 5048 members 
Mstep: Class 13 contains 26053 members 
Mstep: Class 14 contains 34739 members 
Mstep: Class 15 contains 12854 members 
Mstep: Class 17 contains 6029 members 
Mstep: Class 18 contains 8735 members 
Mstep: Class 19 contains 53125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26907830.000000 Penalty: 36011.093750
Iteration 35Q: 18 clusters Score -2.690783e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 169664 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 12585 members 
Mstep: Class 4 contains 10075 members 
Mstep: Class 5 contains 36361 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 16736 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 32274 members 
Mstep: Class 11 contains 5048 members 
Mstep: Class 13 contains 26130 members 
Mstep: Class 14 contains 34399 members 
Mstep: Class 15 contains 12888 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 8703 members 
Mstep: Class 19 contains 54070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26908212.000000 Penalty: 36011.093750
Iteration 36Q: 18 clusters Score -2.690821e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 12617 members 
Mstep: Class 4 contains 10041 members 
Mstep: Class 5 contains 36295 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 17014 members 
Mstep: Class 8 contains 21680 members 
Mstep: Class 9 contains 4167 members 
Mstep: Class 10 contains 32405 members 
Mstep: Class 11 contains 5048 members 
Mstep: Class 13 contains 26200 members 
Mstep: Class 14 contains 34040 members 
Mstep: Class 15 contains 12915 members 
Mstep: Class 17 contains 6115 members 
Mstep: Class 18 contains 8679 members 
Mstep: Class 19 contains 55020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26908546.000000 Penalty: 36011.093750
Iteration 37Q: 18 clusters Score -2.690855e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 167587 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 12660 members 
Mstep: Class 4 contains 10022 members 
Mstep: Class 5 contains 36222 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 17321 members 
Mstep: Class 8 contains 21640 members 
Mstep: Class 9 contains 4217 members 
Mstep: Class 10 contains 32560 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 13 contains 26266 members 
Mstep: Class 14 contains 33650 members 
Mstep: Class 15 contains 12943 members 
Mstep: Class 17 contains 6159 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 55920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26908686.000000 Penalty: 36011.093750
Iteration 38Q: 18 clusters Score -2.690869e+07 nChanged 2619
Entering ConstructFrom: 
Score: -26908686.000000 Penalty: 36011.093750
Entering ConstructFrom: 
Trying to split cluster 1 (166458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Entering Unmasked Estep 
Score: -10132997.000000 Penalty: 1953.656006
	Iteration 0F: 2 clusters Score -1.0133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -10020971.000000 Penalty: 3907.312012
	Iteration 0F: 3 clusters Score -1.002097e+07 nChanged 80465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -10069671.000000 Penalty: 3907.312012
	Iteration 1F: 3 clusters Score -1.006967e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -10071281.000000 Penalty: 3907.312012
	Iteration 2Q: 3 clusters Score -1.007128e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -10073540.000000 Penalty: 3907.312012
	Iteration 3Q: 3 clusters Score -1.007354e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -10077258.000000 Penalty: 3907.312012
	Iteration 4Q: 3 clusters Score -1.007726e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -10083352.000000 Penalty: 3907.312012
	Iteration 5F: 3 clusters Score -1.008335e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -10092287.000000 Penalty: 3907.312012
	Iteration 6F: 3 clusters Score -1.009229e+07 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -10102762.000000 Penalty: 3907.312012
	Iteration 7F: 3 clusters Score -1.010276e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125010 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -10111766.000000 Penalty: 3907.312012
	Iteration 8F: 3 clusters Score -1.011177e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129411 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -10117802.000000 Penalty: 3907.312012
	Iteration 9Q: 3 clusters Score -1.01178e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132438 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -10121180.000000 Penalty: 3907.312012
	Iteration 10Q: 3 clusters Score -1.012118e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134885 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -10123222.000000 Penalty: 3907.312012
	Iteration 11Q: 3 clusters Score -1.012322e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136990 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -10124706.000000 Penalty: 3907.312012
	Iteration 12Q: 3 clusters Score -1.012471e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138883 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -10125874.000000 Penalty: 3907.312012
	Iteration 13Q: 3 clusters Score -1.012587e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140611 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -10126850.000000 Penalty: 3907.312012
	Iteration 14Q: 3 clusters Score -1.012685e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142203 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -10127498.000000 Penalty: 3907.312012
	Iteration 15Q: 3 clusters Score -1.01275e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -10128027.000000 Penalty: 3907.312012
	Iteration 16Q: 3 clusters Score -1.012803e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145147 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -10128539.000000 Penalty: 3907.312012
	Iteration 17Q: 3 clusters Score -1.012854e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146559 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -10129050.000000 Penalty: 3907.312012
	Iteration 18Q: 3 clusters Score -1.012905e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147938 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -10129605.000000 Penalty: 3907.312012
	Iteration 19Q: 3 clusters Score -1.01296e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149315 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -10130111.000000 Penalty: 3907.312012
	Iteration 20F: 3 clusters Score -1.013011e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150581 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -10130624.000000 Penalty: 3907.312012
	Iteration 21Q: 3 clusters Score -1.013062e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151794 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -10131116.000000 Penalty: 3907.312012
	Iteration 22Q: 3 clusters Score -1.013112e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152921 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -10131711.000000 Penalty: 3907.312012
	Iteration 23Q: 3 clusters Score -1.013171e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154005 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -10132469.000000 Penalty: 3907.312012
	Iteration 24Q: 3 clusters Score -1.013247e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -10133325.000000 Penalty: 3907.312012
	Iteration 25Q: 3 clusters Score -1.013332e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155734 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -10134284.000000 Penalty: 3907.312012
	Iteration 26Q: 3 clusters Score -1.013428e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156361 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -10135141.000000 Penalty: 3907.312012
	Iteration 27Q: 3 clusters Score -1.013514e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156778 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -10135488.000000 Penalty: 3907.312012
	Iteration 28Q: 3 clusters Score -1.013549e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157026 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -10135609.000000 Penalty: 3907.312012
	Iteration 29Q: 3 clusters Score -1.013561e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157195 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -10135679.000000 Penalty: 3907.312012
	Iteration 30Q: 3 clusters Score -1.013568e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -10135750.000000 Penalty: 3907.312012
	Iteration 31Q: 3 clusters Score -1.013575e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -10135771.000000 Penalty: 3907.312012
	Iteration 32Q: 3 clusters Score -1.013577e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -10135761.000000 Penalty: 3907.312012
	Iteration 33Q: 3 clusters Score -1.013576e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157527 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -10135776.000000 Penalty: 3907.312012
	Iteration 34Q: 3 clusters Score -1.013578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -10135783.000000 Penalty: 3907.312012
	Iteration 35Q: 3 clusters Score -1.013578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157587 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -10135798.000000 Penalty: 3907.312012
	Iteration 36Q: 3 clusters Score -1.01358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157604 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -10135791.000000 Penalty: 3907.312012
	Iteration 37Q: 3 clusters Score -1.013579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157616 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -10135801.000000 Penalty: 3907.312012
	Iteration 38Q: 3 clusters Score -1.01358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157635 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -10135797.000000 Penalty: 3907.312012
	Iteration 39Q: 3 clusters Score -1.01358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157653 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -10135777.000000 Penalty: 3907.312012
	Iteration 40F: 3 clusters Score -1.013578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -10135788.000000 Penalty: 3907.312012
	Iteration 41Q: 3 clusters Score -1.013579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157665 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -10135788.000000 Penalty: 3907.312012
	Iteration 42Q: 3 clusters Score -1.013579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157673 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -10135792.000000 Penalty: 3907.312012
	Iteration 43Q: 3 clusters Score -1.013579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157686 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -10135796.000000 Penalty: 3907.312012
	Iteration 44Q: 3 clusters Score -1.01358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157692 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -10135792.000000 Penalty: 3907.312012
	Iteration 45Q: 3 clusters Score -1.013579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157697 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -10135786.000000 Penalty: 3907.312012
	Iteration 46Q: 3 clusters Score -1.013579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -10135783.000000 Penalty: 3907.312012
	Iteration 47Q: 3 clusters Score -1.013578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157706 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -10135787.000000 Penalty: 3907.312012
	Iteration 48Q: 3 clusters Score -1.013579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157707 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -10135776.000000 Penalty: 3907.312012
	Iteration 49Q: 3 clusters Score -1.013578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -10135776.000000 Penalty: 3907.312012
	Iteration 50Q: 3 clusters Score -1.013578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -10135776.000000 Penalty: 3907.312012
	Iteration 51F: 3 clusters Score -1.013578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 4 contains 10011 members 
Mstep: Class 5 contains 36140 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 21571 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 32813 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 14 contains 33280 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 8632 members 
Mstep: Class 19 contains 56833 members 
Entering Unmasked Estep 
Score: -26911408.000000 Penalty: 38129.390625
Splitting cluster 1 changes total score from -26908686.000000 to -26911408.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -69563.023438 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -69563.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -67922.312500 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -67922.31 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -68229.937500 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -68229.94 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -68340.968750 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -68340.97 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -68432.296875 Penalty: 2324.232666
	Iteration 3F: 3 clusters Score -68432.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -68500.132812 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -68500.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -68545.851562 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -68545.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -68572.328125 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -68572.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -68593.148438 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -68593.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -68611.546875 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -68611.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -68632.468750 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -68632.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -68647.296875 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -68647.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -68658.867188 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -68658.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68670.710938 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -68670.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68683.539062 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -68683.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -68690.765625 Penalty: 2324.232666
	Iteration 14Q: 3 clusters Score -68690.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -68695.250000 Penalty: 2324.232666
	Iteration 15Q: 3 clusters Score -68695.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -68698.625000 Penalty: 2324.232666
	Iteration 16Q: 3 clusters Score -68698.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -68701.570312 Penalty: 2324.232666
	Iteration 17Q: 3 clusters Score -68701.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68702.109375 Penalty: 2324.232666
	Iteration 18Q: 3 clusters Score -68702.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -68702.929688 Penalty: 2324.232666
	Iteration 19Q: 3 clusters Score -68702.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -68704.968750 Penalty: 2324.232666
	Iteration 20F: 3 clusters Score -68704.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68706.429688 Penalty: 2324.232666
	Iteration 21Q: 3 clusters Score -68706.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -68708.164062 Penalty: 2324.232666
	Iteration 22Q: 3 clusters Score -68708.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68712.093750 Penalty: 2324.232666
	Iteration 23Q: 3 clusters Score -68712.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -68716.601562 Penalty: 2324.232666
	Iteration 24Q: 3 clusters Score -68716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -68718.148438 Penalty: 2324.232666
	Iteration 25Q: 3 clusters Score -68718.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -68721.343750 Penalty: 2324.232666
	Iteration 26Q: 3 clusters Score -68721.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -68725.515625 Penalty: 2324.232666
	Iteration 27Q: 3 clusters Score -68725.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -68729.273438 Penalty: 2324.232666
	Iteration 28Q: 3 clusters Score -68729.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -68735.148438 Penalty: 2324.232666
	Iteration 29Q: 3 clusters Score -68735.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -68737.523438 Penalty: 2324.232666
	Iteration 30Q: 3 clusters Score -68737.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -68741.710938 Penalty: 2324.232666
	Iteration 31Q: 3 clusters Score -68741.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -68749.679688 Penalty: 2324.232666
	Iteration 32Q: 3 clusters Score -68749.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -68753.875000 Penalty: 2324.232666
	Iteration 33Q: 3 clusters Score -68753.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -68754.937500 Penalty: 2324.232666
	Iteration 34Q: 3 clusters Score -68754.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -68754.937500 Penalty: 2324.232666
	Iteration 35F: 3 clusters Score -68754.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Entering Unmasked Estep 
Score: -796825.750000 Penalty: 1535.456543
	Iteration 0F: 2 clusters Score -796825.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -787857.937500 Penalty: 3070.913086
	Iteration 0F: 3 clusters Score -787857.9 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -790929.062500 Penalty: 3070.913086
	Iteration 1F: 3 clusters Score -790929.1 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -791358.250000 Penalty: 3070.913086
	Iteration 2F: 3 clusters Score -791358.2 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -791760.312500 Penalty: 3070.913086
	Iteration 3F: 3 clusters Score -791760.3 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -792120.375000 Penalty: 3070.913086
	Iteration 4F: 3 clusters Score -792120.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -792461.312500 Penalty: 3070.913086
	Iteration 5F: 3 clusters Score -792461.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -792837.750000 Penalty: 3070.913086
	Iteration 6F: 3 clusters Score -792837.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -793294.000000 Penalty: 3070.913086
	Iteration 7F: 3 clusters Score -793294 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -793783.937500 Penalty: 3070.913086
	Iteration 8F: 3 clusters Score -793783.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -794230.312500 Penalty: 3070.913086
	Iteration 9Q: 3 clusters Score -794230.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -794591.000000 Penalty: 3070.913086
	Iteration 10Q: 3 clusters Score -794591 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -794860.750000 Penalty: 3070.913086
	Iteration 11Q: 3 clusters Score -794860.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -795005.500000 Penalty: 3070.913086
	Iteration 12Q: 3 clusters Score -795005.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -795132.312500 Penalty: 3070.913086
	Iteration 13Q: 3 clusters Score -795132.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -795248.625000 Penalty: 3070.913086
	Iteration 14Q: 3 clusters Score -795248.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -795337.812500 Penalty: 3070.913086
	Iteration 15Q: 3 clusters Score -795337.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -795431.187500 Penalty: 3070.913086
	Iteration 16Q: 3 clusters Score -795431.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -795514.875000 Penalty: 3070.913086
	Iteration 17Q: 3 clusters Score -795514.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -795594.500000 Penalty: 3070.913086
	Iteration 18Q: 3 clusters Score -795594.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -795659.000000 Penalty: 3070.913086
	Iteration 19Q: 3 clusters Score -795659 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -795721.500000 Penalty: 3070.913086
	Iteration 20F: 3 clusters Score -795721.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -795781.625000 Penalty: 3070.913086
	Iteration 21Q: 3 clusters Score -795781.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -795838.687500 Penalty: 3070.913086
	Iteration 22Q: 3 clusters Score -795838.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -795881.500000 Penalty: 3070.913086
	Iteration 23Q: 3 clusters Score -795881.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -795907.625000 Penalty: 3070.913086
	Iteration 24Q: 3 clusters Score -795907.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -795930.687500 Penalty: 3070.913086
	Iteration 25Q: 3 clusters Score -795930.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -795953.312500 Penalty: 3070.913086
	Iteration 26Q: 3 clusters Score -795953.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -795968.750000 Penalty: 3070.913086
	Iteration 27Q: 3 clusters Score -795968.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -795979.375000 Penalty: 3070.913086
	Iteration 28Q: 3 clusters Score -795979.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -795989.750000 Penalty: 3070.913086
	Iteration 29Q: 3 clusters Score -795989.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -795997.000000 Penalty: 3070.913086
	Iteration 30Q: 3 clusters Score -795997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -796003.562500 Penalty: 3070.913086
	Iteration 31Q: 3 clusters Score -796003.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -796008.562500 Penalty: 3070.913086
	Iteration 32Q: 3 clusters Score -796008.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -796014.875000 Penalty: 3070.913086
	Iteration 33Q: 3 clusters Score -796014.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -796019.437500 Penalty: 3070.913086
	Iteration 34Q: 3 clusters Score -796019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -796023.187500 Penalty: 3070.913086
	Iteration 35Q: 3 clusters Score -796023.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -796024.562500 Penalty: 3070.913086
	Iteration 36Q: 3 clusters Score -796024.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -796032.437500 Penalty: 3070.913086
	Iteration 37Q: 3 clusters Score -796032.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -796037.000000 Penalty: 3070.913086
	Iteration 38Q: 3 clusters Score -796037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -796042.312500 Penalty: 3070.913086
	Iteration 39Q: 3 clusters Score -796042.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -796046.937500 Penalty: 3070.913086
	Iteration 40F: 3 clusters Score -796046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -796051.000000 Penalty: 3070.913086
	Iteration 41Q: 3 clusters Score -796051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -796050.625000 Penalty: 3070.913086
	Iteration 42Q: 3 clusters Score -796050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -796052.125000 Penalty: 3070.913086
	Iteration 43Q: 3 clusters Score -796052.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -796052.812500 Penalty: 3070.913086
	Iteration 44Q: 3 clusters Score -796052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -796053.812500 Penalty: 3070.913086
	Iteration 45Q: 3 clusters Score -796053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -796054.187500 Penalty: 3070.913086
	Iteration 46Q: 3 clusters Score -796054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -796054.187500 Penalty: 3070.913086
	Iteration 47F: 3 clusters Score -796054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Entering Unmasked Estep 
Score: -622350.375000 Penalty: 1496.859009
	Iteration 0F: 2 clusters Score -622350.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -615148.500000 Penalty: 2993.718018
	Iteration 0F: 3 clusters Score -615148.5 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -617555.562500 Penalty: 2993.718018
	Iteration 1F: 3 clusters Score -617555.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -617935.687500 Penalty: 2993.718018
	Iteration 2F: 3 clusters Score -617935.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -618334.750000 Penalty: 2993.718018
	Iteration 3F: 3 clusters Score -618334.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -618790.312500 Penalty: 2993.718018
	Iteration 4F: 3 clusters Score -618790.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -619286.375000 Penalty: 2993.718018
	Iteration 5F: 3 clusters Score -619286.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -619784.687500 Penalty: 2993.718018
	Iteration 6F: 3 clusters Score -619784.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -620178.750000 Penalty: 2993.718018
	Iteration 7F: 3 clusters Score -620178.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -620456.375000 Penalty: 2993.718018
	Iteration 8Q: 3 clusters Score -620456.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -620656.062500 Penalty: 2993.718018
	Iteration 9Q: 3 clusters Score -620656.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -620824.687500 Penalty: 2993.718018
	Iteration 10Q: 3 clusters Score -620824.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -620932.375000 Penalty: 2993.718018
	Iteration 11Q: 3 clusters Score -620932.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -621014.375000 Penalty: 2993.718018
	Iteration 12Q: 3 clusters Score -621014.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -621060.187500 Penalty: 2993.718018
	Iteration 13Q: 3 clusters Score -621060.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -621082.750000 Penalty: 2993.718018
	Iteration 14Q: 3 clusters Score -621082.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -621105.875000 Penalty: 2993.718018
	Iteration 15Q: 3 clusters Score -621105.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -621120.187500 Penalty: 2993.718018
	Iteration 16Q: 3 clusters Score -621120.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -621135.375000 Penalty: 2993.718018
	Iteration 17Q: 3 clusters Score -621135.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -621144.812500 Penalty: 2993.718018
	Iteration 18Q: 3 clusters Score -621144.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -621148.437500 Penalty: 2993.718018
	Iteration 19Q: 3 clusters Score -621148.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -621154.500000 Penalty: 2993.718018
	Iteration 20F: 3 clusters Score -621154.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -621158.250000 Penalty: 2993.718018
	Iteration 21Q: 3 clusters Score -621158.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -621160.062500 Penalty: 2993.718018
	Iteration 22Q: 3 clusters Score -621160.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -621161.875000 Penalty: 2993.718018
	Iteration 23Q: 3 clusters Score -621161.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -621161.562500 Penalty: 2993.718018
	Iteration 24Q: 3 clusters Score -621161.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -621164.937500 Penalty: 2993.718018
	Iteration 25Q: 3 clusters Score -621164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -621164.562500 Penalty: 2993.718018
	Iteration 26Q: 3 clusters Score -621164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -621163.875000 Penalty: 2993.718018
	Iteration 27Q: 3 clusters Score -621163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -621164.437500 Penalty: 2993.718018
	Iteration 28Q: 3 clusters Score -621164.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -621166.375000 Penalty: 2993.718018
	Iteration 29Q: 3 clusters Score -621166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -621168.500000 Penalty: 2993.718018
	Iteration 30Q: 3 clusters Score -621168.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -621168.750000 Penalty: 2993.718018
	Iteration 31Q: 3 clusters Score -621168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -621170.500000 Penalty: 2993.718018
	Iteration 32Q: 3 clusters Score -621170.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -621171.250000 Penalty: 2993.718018
	Iteration 33Q: 3 clusters Score -621171.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -621174.687500 Penalty: 2993.718018
	Iteration 34Q: 3 clusters Score -621174.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -621177.875000 Penalty: 2993.718018
	Iteration 35Q: 3 clusters Score -621177.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -621178.375000 Penalty: 2993.718018
	Iteration 36Q: 3 clusters Score -621178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -621179.562500 Penalty: 2993.718018
	Iteration 37Q: 3 clusters Score -621179.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -621180.625000 Penalty: 2993.718018
	Iteration 38Q: 3 clusters Score -621180.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -621181.625000 Penalty: 2993.718018
	Iteration 39Q: 3 clusters Score -621181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -621182.500000 Penalty: 2993.718018
	Iteration 40F: 3 clusters Score -621182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -621183.812500 Penalty: 2993.718018
	Iteration 41Q: 3 clusters Score -621183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -621184.125000 Penalty: 2993.718018
	Iteration 42Q: 3 clusters Score -621184.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -621184.125000 Penalty: 2993.718018
	Iteration 43F: 3 clusters Score -621184.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Entering Unmasked Estep 
Score: -2208333.500000 Penalty: 1705.462769
	Iteration 0F: 2 clusters Score -2208334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2184128.500000 Penalty: 3410.925537
	Iteration 0F: 3 clusters Score -2184128 nChanged 16681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2193735.000000 Penalty: 3410.925537
	Iteration 1F: 3 clusters Score -2193735 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2194581.750000 Penalty: 3410.925537
	Iteration 2F: 3 clusters Score -2194582 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2195678.250000 Penalty: 3410.925537
	Iteration 3F: 3 clusters Score -2195678 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2196972.500000 Penalty: 3410.925537
	Iteration 4F: 3 clusters Score -2196972 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2198328.250000 Penalty: 3410.925537
	Iteration 5F: 3 clusters Score -2198328 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2199564.500000 Penalty: 3410.925537
	Iteration 6F: 3 clusters Score -2199564 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2200573.500000 Penalty: 3410.925537
	Iteration 7F: 3 clusters Score -2200574 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2201252.250000 Penalty: 3410.925537
	Iteration 8Q: 3 clusters Score -2201252 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2201730.500000 Penalty: 3410.925537
	Iteration 9Q: 3 clusters Score -2201730 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2202073.500000 Penalty: 3410.925537
	Iteration 10Q: 3 clusters Score -2202074 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2202427.250000 Penalty: 3410.925537
	Iteration 11Q: 3 clusters Score -2202427 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2202793.000000 Penalty: 3410.925537
	Iteration 12Q: 3 clusters Score -2202793 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2203240.250000 Penalty: 3410.925537
	Iteration 13Q: 3 clusters Score -2203240 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2203812.250000 Penalty: 3410.925537
	Iteration 14Q: 3 clusters Score -2203812 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2204589.500000 Penalty: 3410.925537
	Iteration 15Q: 3 clusters Score -2204590 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2205699.750000 Penalty: 3410.925537
	Iteration 16Q: 3 clusters Score -2205700 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2206800.750000 Penalty: 3410.925537
	Iteration 17Q: 3 clusters Score -2206801 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2207415.500000 Penalty: 3410.925537
	Iteration 18Q: 3 clusters Score -2207416 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2207634.000000 Penalty: 3410.925537
	Iteration 19Q: 3 clusters Score -2207634 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2207715.250000 Penalty: 3410.925537
	Iteration 20F: 3 clusters Score -2207715 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2207751.750000 Penalty: 3410.925537
	Iteration 21Q: 3 clusters Score -2207752 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2207783.250000 Penalty: 3410.925537
	Iteration 22Q: 3 clusters Score -2207783 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2207817.250000 Penalty: 3410.925537
	Iteration 23Q: 3 clusters Score -2207817 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2207825.000000 Penalty: 3410.925537
	Iteration 24Q: 3 clusters Score -2207825 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2207834.000000 Penalty: 3410.925537
	Iteration 25Q: 3 clusters Score -2207834 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2207845.000000 Penalty: 3410.925537
	Iteration 26Q: 3 clusters Score -2207845 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2207856.750000 Penalty: 3410.925537
	Iteration 27Q: 3 clusters Score -2207857 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2207868.250000 Penalty: 3410.925537
	Iteration 28Q: 3 clusters Score -2207868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2207875.000000 Penalty: 3410.925537
	Iteration 29Q: 3 clusters Score -2207875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2207884.250000 Penalty: 3410.925537
	Iteration 30Q: 3 clusters Score -2207884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2207896.250000 Penalty: 3410.925537
	Iteration 31Q: 3 clusters Score -2207896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2207906.000000 Penalty: 3410.925537
	Iteration 32Q: 3 clusters Score -2207906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2207897.750000 Penalty: 3410.925537
	Iteration 33Q: 3 clusters Score -2207898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2207901.500000 Penalty: 3410.925537
	Iteration 34Q: 3 clusters Score -2207902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2207903.500000 Penalty: 3410.925537
	Iteration 35Q: 3 clusters Score -2207904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2207902.750000 Penalty: 3410.925537
	Iteration 36Q: 3 clusters Score -2207903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2207899.750000 Penalty: 3410.925537
	Iteration 37Q: 3 clusters Score -2207900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2207894.750000 Penalty: 3410.925537
	Iteration 38Q: 3 clusters Score -2207895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2207894.000000 Penalty: 3410.925537
	Iteration 39Q: 3 clusters Score -2207894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2207894.500000 Penalty: 3410.925537
	Iteration 40F: 3 clusters Score -2207894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2207890.500000 Penalty: 3410.925537
	Iteration 41Q: 3 clusters Score -2207890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2207894.250000 Penalty: 3410.925537
	Iteration 42Q: 3 clusters Score -2207894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2207900.750000 Penalty: 3410.925537
	Iteration 43Q: 3 clusters Score -2207901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2207900.000000 Penalty: 3410.925537
	Iteration 44Q: 3 clusters Score -2207900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2207897.250000 Penalty: 3410.925537
	Iteration 45Q: 3 clusters Score -2207897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2207899.250000 Penalty: 3410.925537
	Iteration 46Q: 3 clusters Score -2207899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2207894.750000 Penalty: 3410.925537
	Iteration 47Q: 3 clusters Score -2207895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2207898.250000 Penalty: 3410.925537
	Iteration 48Q: 3 clusters Score -2207898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2207898.750000 Penalty: 3410.925537
	Iteration 49Q: 3 clusters Score -2207899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2207899.750000 Penalty: 3410.925537
	Iteration 50Q: 3 clusters Score -2207900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2207898.250000 Penalty: 3410.925537
	Iteration 51Q: 3 clusters Score -2207898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2207898.750000 Penalty: 3410.925537
	Iteration 52Q: 3 clusters Score -2207899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2207898.750000 Penalty: 3410.925537
	Iteration 53F: 3 clusters Score -2207899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Entering Unmasked Estep 
Score: -339831.500000 Penalty: 1422.037354
	Iteration 0F: 2 clusters Score -339831.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -335072.843750 Penalty: 2844.074707
	Iteration 0F: 3 clusters Score -335072.8 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -336759.843750 Penalty: 2844.074707
	Iteration 1F: 3 clusters Score -336759.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -337323.500000 Penalty: 2844.074707
	Iteration 2F: 3 clusters Score -337323.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -337991.250000 Penalty: 2844.074707
	Iteration 3F: 3 clusters Score -337991.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -338610.218750 Penalty: 2844.074707
	Iteration 4F: 3 clusters Score -338610.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -339012.562500 Penalty: 2844.074707
	Iteration 5F: 3 clusters Score -339012.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -339296.531250 Penalty: 2844.074707
	Iteration 6F: 3 clusters Score -339296.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -339458.406250 Penalty: 2844.074707
	Iteration 7Q: 3 clusters Score -339458.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -339522.781250 Penalty: 2844.074707
	Iteration 8Q: 3 clusters Score -339522.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -339577.593750 Penalty: 2844.074707
	Iteration 9Q: 3 clusters Score -339577.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -339626.218750 Penalty: 2844.074707
	Iteration 10Q: 3 clusters Score -339626.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -339671.156250 Penalty: 2844.074707
	Iteration 11Q: 3 clusters Score -339671.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -339712.593750 Penalty: 2844.074707
	Iteration 12Q: 3 clusters Score -339712.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -339751.093750 Penalty: 2844.074707
	Iteration 13Q: 3 clusters Score -339751.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -339790.281250 Penalty: 2844.074707
	Iteration 14Q: 3 clusters Score -339790.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -339821.125000 Penalty: 2844.074707
	Iteration 15Q: 3 clusters Score -339821.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -339847.156250 Penalty: 2844.074707
	Iteration 16Q: 3 clusters Score -339847.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -339872.593750 Penalty: 2844.074707
	Iteration 17Q: 3 clusters Score -339872.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -339891.437500 Penalty: 2844.074707
	Iteration 18Q: 3 clusters Score -339891.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -339912.218750 Penalty: 2844.074707
	Iteration 19Q: 3 clusters Score -339912.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -339928.937500 Penalty: 2844.074707
	Iteration 20F: 3 clusters Score -339928.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -339947.531250 Penalty: 2844.074707
	Iteration 21Q: 3 clusters Score -339947.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -339961.843750 Penalty: 2844.074707
	Iteration 22Q: 3 clusters Score -339961.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -339973.437500 Penalty: 2844.074707
	Iteration 23Q: 3 clusters Score -339973.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -339981.343750 Penalty: 2844.074707
	Iteration 24Q: 3 clusters Score -339981.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -339986.218750 Penalty: 2844.074707
	Iteration 25Q: 3 clusters Score -339986.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -339992.906250 Penalty: 2844.074707
	Iteration 26Q: 3 clusters Score -339992.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -340000.187500 Penalty: 2844.074707
	Iteration 27Q: 3 clusters Score -340000.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -340007.437500 Penalty: 2844.074707
	Iteration 28Q: 3 clusters Score -340007.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -340019.625000 Penalty: 2844.074707
	Iteration 29Q: 3 clusters Score -340019.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -340026.500000 Penalty: 2844.074707
	Iteration 30Q: 3 clusters Score -340026.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -340037.312500 Penalty: 2844.074707
	Iteration 31Q: 3 clusters Score -340037.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -340050.781250 Penalty: 2844.074707
	Iteration 32Q: 3 clusters Score -340050.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -340065.875000 Penalty: 2844.074707
	Iteration 33Q: 3 clusters Score -340065.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -340081.437500 Penalty: 2844.074707
	Iteration 34Q: 3 clusters Score -340081.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -340101.093750 Penalty: 2844.074707
	Iteration 35Q: 3 clusters Score -340101.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -340128.468750 Penalty: 2844.074707
	Iteration 36Q: 3 clusters Score -340128.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -340159.093750 Penalty: 2844.074707
	Iteration 37Q: 3 clusters Score -340159.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -340177.218750 Penalty: 2844.074707
	Iteration 38Q: 3 clusters Score -340177.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -340185.500000 Penalty: 2844.074707
	Iteration 39Q: 3 clusters Score -340185.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -340191.843750 Penalty: 2844.074707
	Iteration 40F: 3 clusters Score -340191.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -340195.281250 Penalty: 2844.074707
	Iteration 41Q: 3 clusters Score -340195.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -340196.625000 Penalty: 2844.074707
	Iteration 42Q: 3 clusters Score -340196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -340198.312500 Penalty: 2844.074707
	Iteration 43Q: 3 clusters Score -340198.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -340199.343750 Penalty: 2844.074707
	Iteration 44Q: 3 clusters Score -340199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -340200.093750 Penalty: 2844.074707
	Iteration 45Q: 3 clusters Score -340200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -340200.125000 Penalty: 2844.074707
	Iteration 46Q: 3 clusters Score -340200.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -340200.125000 Penalty: 2844.074707
	Iteration 47F: 3 clusters Score -340200.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 4 contains 10011 members 
Mstep: Class 5 contains 36140 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 21571 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 32813 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 14 contains 33280 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 8632 members 
Mstep: Class 19 contains 56833 members 
Entering Unmasked Estep 
Score: -26911026.000000 Penalty: 40247.691406
Splitting cluster 6 changes total score from -26908686.000000 to -26911026.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 7 (17644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Entering Unmasked Estep 
Score: -1103270.625000 Penalty: 1588.949585
	Iteration 0F: 2 clusters Score -1103271 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 8833 members 
Entering Unmasked Estep 
Score: -1091099.250000 Penalty: 3177.899170
	Iteration 0F: 3 clusters Score -1091099 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1095327.375000 Penalty: 3177.899170
	Iteration 1F: 3 clusters Score -1095327 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1095592.625000 Penalty: 3177.899170
	Iteration 2Q: 3 clusters Score -1095593 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1095833.500000 Penalty: 3177.899170
	Iteration 3Q: 3 clusters Score -1095834 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1096061.750000 Penalty: 3177.899170
	Iteration 4Q: 3 clusters Score -1096062 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1096309.125000 Penalty: 3177.899170
	Iteration 5Q: 3 clusters Score -1096309 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1096556.500000 Penalty: 3177.899170
	Iteration 6Q: 3 clusters Score -1096556 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1096819.125000 Penalty: 3177.899170
	Iteration 7Q: 3 clusters Score -1096819 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1097121.000000 Penalty: 3177.899170
	Iteration 8Q: 3 clusters Score -1097121 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1097475.250000 Penalty: 3177.899170
	Iteration 9Q: 3 clusters Score -1097475 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1097857.625000 Penalty: 3177.899170
	Iteration 10Q: 3 clusters Score -1097858 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1098310.500000 Penalty: 3177.899170
	Iteration 11Q: 3 clusters Score -1098310 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1098820.500000 Penalty: 3177.899170
	Iteration 12Q: 3 clusters Score -1098820 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1099349.125000 Penalty: 3177.899170
	Iteration 13Q: 3 clusters Score -1099349 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1099852.625000 Penalty: 3177.899170
	Iteration 14Q: 3 clusters Score -1099853 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1100266.125000 Penalty: 3177.899170
	Iteration 15Q: 3 clusters Score -1100266 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1100604.250000 Penalty: 3177.899170
	Iteration 16Q: 3 clusters Score -1100604 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1100871.875000 Penalty: 3177.899170
	Iteration 17Q: 3 clusters Score -1100872 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1101055.125000 Penalty: 3177.899170
	Iteration 18Q: 3 clusters Score -1101055 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1101221.500000 Penalty: 3177.899170
	Iteration 19Q: 3 clusters Score -1101222 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1101367.875000 Penalty: 3177.899170
	Iteration 20F: 3 clusters Score -1101368 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1101467.750000 Penalty: 3177.899170
	Iteration 21Q: 3 clusters Score -1101468 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1101556.125000 Penalty: 3177.899170
	Iteration 22Q: 3 clusters Score -1101556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1101612.125000 Penalty: 3177.899170
	Iteration 23Q: 3 clusters Score -1101612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1101651.250000 Penalty: 3177.899170
	Iteration 24Q: 3 clusters Score -1101651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1101695.375000 Penalty: 3177.899170
	Iteration 25Q: 3 clusters Score -1101695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1101735.500000 Penalty: 3177.899170
	Iteration 26Q: 3 clusters Score -1101736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1101777.875000 Penalty: 3177.899170
	Iteration 27Q: 3 clusters Score -1101778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1101807.250000 Penalty: 3177.899170
	Iteration 28Q: 3 clusters Score -1101807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1101830.500000 Penalty: 3177.899170
	Iteration 29Q: 3 clusters Score -1101830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1101853.000000 Penalty: 3177.899170
	Iteration 30Q: 3 clusters Score -1101853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1101865.750000 Penalty: 3177.899170
	Iteration 31Q: 3 clusters Score -1101866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1101875.875000 Penalty: 3177.899170
	Iteration 32Q: 3 clusters Score -1101876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1101882.375000 Penalty: 3177.899170
	Iteration 33Q: 3 clusters Score -1101882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1101894.625000 Penalty: 3177.899170
	Iteration 34Q: 3 clusters Score -1101895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1101901.000000 Penalty: 3177.899170
	Iteration 35Q: 3 clusters Score -1101901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1101907.625000 Penalty: 3177.899170
	Iteration 36Q: 3 clusters Score -1101908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1101916.375000 Penalty: 3177.899170
	Iteration 37Q: 3 clusters Score -1101916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1101924.500000 Penalty: 3177.899170
	Iteration 38Q: 3 clusters Score -1101924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1101928.250000 Penalty: 3177.899170
	Iteration 39Q: 3 clusters Score -1101928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1101932.500000 Penalty: 3177.899170
	Iteration 40F: 3 clusters Score -1101932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1101934.125000 Penalty: 3177.899170
	Iteration 41Q: 3 clusters Score -1101934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1101935.125000 Penalty: 3177.899170
	Iteration 42Q: 3 clusters Score -1101935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1101935.625000 Penalty: 3177.899170
	Iteration 43Q: 3 clusters Score -1101936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1101938.000000 Penalty: 3177.899170
	Iteration 44Q: 3 clusters Score -1101938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1101941.875000 Penalty: 3177.899170
	Iteration 45Q: 3 clusters Score -1101942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1101946.375000 Penalty: 3177.899170
	Iteration 46Q: 3 clusters Score -1101946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1101950.375000 Penalty: 3177.899170
	Iteration 47Q: 3 clusters Score -1101950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1101949.875000 Penalty: 3177.899170
	Iteration 48Q: 3 clusters Score -1101950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1101950.750000 Penalty: 3177.899170
	Iteration 49Q: 3 clusters Score -1101951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1101952.875000 Penalty: 3177.899170
	Iteration 50Q: 3 clusters Score -1101953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1101956.250000 Penalty: 3177.899170
	Iteration 51Q: 3 clusters Score -1101956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1101959.125000 Penalty: 3177.899170
	Iteration 52Q: 3 clusters Score -1101959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1101962.000000 Penalty: 3177.899170
	Iteration 53Q: 3 clusters Score -1101962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1101961.750000 Penalty: 3177.899170
	Iteration 54Q: 3 clusters Score -1101962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1101962.000000 Penalty: 3177.899170
	Iteration 55Q: 3 clusters Score -1101962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1101960.875000 Penalty: 3177.899170
	Iteration 56Q: 3 clusters Score -1101961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1101961.625000 Penalty: 3177.899170
	Iteration 57Q: 3 clusters Score -1101962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1101961.625000 Penalty: 3177.899170
	Iteration 58F: 3 clusters Score -1101962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Entering Unmasked Estep 
Score: -1354215.875000 Penalty: 1621.604614
	Iteration 0F: 2 clusters Score -1354216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1339469.750000 Penalty: 3243.209229
	Iteration 0F: 3 clusters Score -1339470 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1344715.750000 Penalty: 3243.209229
	Iteration 1F: 3 clusters Score -1344716 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1345069.750000 Penalty: 3243.209229
	Iteration 2Q: 3 clusters Score -1345070 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1345367.250000 Penalty: 3243.209229
	Iteration 3Q: 3 clusters Score -1345367 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1345677.875000 Penalty: 3243.209229
	Iteration 4Q: 3 clusters Score -1345678 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1346014.500000 Penalty: 3243.209229
	Iteration 5Q: 3 clusters Score -1346014 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1346363.500000 Penalty: 3243.209229
	Iteration 6Q: 3 clusters Score -1346364 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1346720.625000 Penalty: 3243.209229
	Iteration 7Q: 3 clusters Score -1346721 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1347054.250000 Penalty: 3243.209229
	Iteration 8Q: 3 clusters Score -1347054 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1347367.375000 Penalty: 3243.209229
	Iteration 9Q: 3 clusters Score -1347367 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1347624.625000 Penalty: 3243.209229
	Iteration 10Q: 3 clusters Score -1347625 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1347851.125000 Penalty: 3243.209229
	Iteration 11Q: 3 clusters Score -1347851 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1348055.375000 Penalty: 3243.209229
	Iteration 12Q: 3 clusters Score -1348055 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1348256.375000 Penalty: 3243.209229
	Iteration 13Q: 3 clusters Score -1348256 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1348458.375000 Penalty: 3243.209229
	Iteration 14Q: 3 clusters Score -1348458 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1348683.750000 Penalty: 3243.209229
	Iteration 15Q: 3 clusters Score -1348684 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1348943.375000 Penalty: 3243.209229
	Iteration 16Q: 3 clusters Score -1348943 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1349254.125000 Penalty: 3243.209229
	Iteration 17Q: 3 clusters Score -1349254 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1349564.500000 Penalty: 3243.209229
	Iteration 18Q: 3 clusters Score -1349564 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1349888.625000 Penalty: 3243.209229
	Iteration 19Q: 3 clusters Score -1349889 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1350150.500000 Penalty: 3243.209229
	Iteration 20F: 3 clusters Score -1350150 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1350353.500000 Penalty: 3243.209229
	Iteration 21Q: 3 clusters Score -1350354 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1350517.875000 Penalty: 3243.209229
	Iteration 22Q: 3 clusters Score -1350518 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1350641.125000 Penalty: 3243.209229
	Iteration 23Q: 3 clusters Score -1350641 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1350742.375000 Penalty: 3243.209229
	Iteration 24Q: 3 clusters Score -1350742 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1350822.750000 Penalty: 3243.209229
	Iteration 25Q: 3 clusters Score -1350823 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1350894.375000 Penalty: 3243.209229
	Iteration 26Q: 3 clusters Score -1350894 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1350966.250000 Penalty: 3243.209229
	Iteration 27Q: 3 clusters Score -1350966 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1351031.750000 Penalty: 3243.209229
	Iteration 28Q: 3 clusters Score -1351032 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1351101.750000 Penalty: 3243.209229
	Iteration 29Q: 3 clusters Score -1351102 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1351158.000000 Penalty: 3243.209229
	Iteration 30Q: 3 clusters Score -1351158 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1351219.625000 Penalty: 3243.209229
	Iteration 31Q: 3 clusters Score -1351220 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1351282.625000 Penalty: 3243.209229
	Iteration 32Q: 3 clusters Score -1351283 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1351342.250000 Penalty: 3243.209229
	Iteration 33Q: 3 clusters Score -1351342 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1351400.000000 Penalty: 3243.209229
	Iteration 34Q: 3 clusters Score -1351400 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1351467.375000 Penalty: 3243.209229
	Iteration 35Q: 3 clusters Score -1351467 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1351518.000000 Penalty: 3243.209229
	Iteration 36Q: 3 clusters Score -1351518 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1351570.250000 Penalty: 3243.209229
	Iteration 37Q: 3 clusters Score -1351570 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1351609.125000 Penalty: 3243.209229
	Iteration 38Q: 3 clusters Score -1351609 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1351648.875000 Penalty: 3243.209229
	Iteration 39Q: 3 clusters Score -1351649 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1351667.125000 Penalty: 3243.209229
	Iteration 40F: 3 clusters Score -1351667 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1351700.875000 Penalty: 3243.209229
	Iteration 41Q: 3 clusters Score -1351701 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1351729.000000 Penalty: 3243.209229
	Iteration 42Q: 3 clusters Score -1351729 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1351743.125000 Penalty: 3243.209229
	Iteration 43Q: 3 clusters Score -1351743 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1351766.875000 Penalty: 3243.209229
	Iteration 44Q: 3 clusters Score -1351767 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1351805.750000 Penalty: 3243.209229
	Iteration 45Q: 3 clusters Score -1351806 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1351837.125000 Penalty: 3243.209229
	Iteration 46Q: 3 clusters Score -1351837 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1351871.250000 Penalty: 3243.209229
	Iteration 47Q: 3 clusters Score -1351871 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1351900.125000 Penalty: 3243.209229
	Iteration 48Q: 3 clusters Score -1351900 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1351932.000000 Penalty: 3243.209229
	Iteration 49Q: 3 clusters Score -1351932 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1351972.500000 Penalty: 3243.209229
	Iteration 50Q: 3 clusters Score -1351972 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1351999.375000 Penalty: 3243.209229
	Iteration 51Q: 3 clusters Score -1351999 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -1352031.375000 Penalty: 3243.209229
	Iteration 52Q: 3 clusters Score -1352031 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1352073.250000 Penalty: 3243.209229
	Iteration 53Q: 3 clusters Score -1352073 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1352110.125000 Penalty: 3243.209229
	Iteration 54Q: 3 clusters Score -1352110 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1352142.375000 Penalty: 3243.209229
	Iteration 55Q: 3 clusters Score -1352142 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1352175.625000 Penalty: 3243.209229
	Iteration 56Q: 3 clusters Score -1352176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1352209.375000 Penalty: 3243.209229
	Iteration 57Q: 3 clusters Score -1352209 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1352236.625000 Penalty: 3243.209229
	Iteration 58Q: 3 clusters Score -1352237 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1352255.750000 Penalty: 3243.209229
	Iteration 59Q: 3 clusters Score -1352256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -1352273.000000 Penalty: 3243.209229
	Iteration 60F: 3 clusters Score -1352273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1352286.750000 Penalty: 3243.209229
	Iteration 61Q: 3 clusters Score -1352287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1352309.875000 Penalty: 3243.209229
	Iteration 62Q: 3 clusters Score -1352310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -1352325.125000 Penalty: 3243.209229
	Iteration 63Q: 3 clusters Score -1352325 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1352340.625000 Penalty: 3243.209229
	Iteration 64Q: 3 clusters Score -1352341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1352359.875000 Penalty: 3243.209229
	Iteration 65Q: 3 clusters Score -1352360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -1352369.625000 Penalty: 3243.209229
	Iteration 66Q: 3 clusters Score -1352370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -1352378.250000 Penalty: 3243.209229
	Iteration 67Q: 3 clusters Score -1352378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1352398.125000 Penalty: 3243.209229
	Iteration 68Q: 3 clusters Score -1352398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -1352411.125000 Penalty: 3243.209229
	Iteration 69Q: 3 clusters Score -1352411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1352424.000000 Penalty: 3243.209229
	Iteration 70Q: 3 clusters Score -1352424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -1352432.625000 Penalty: 3243.209229
	Iteration 71Q: 3 clusters Score -1352433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1352444.125000 Penalty: 3243.209229
	Iteration 72Q: 3 clusters Score -1352444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1352452.375000 Penalty: 3243.209229
	Iteration 73Q: 3 clusters Score -1352452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1352463.750000 Penalty: 3243.209229
	Iteration 74Q: 3 clusters Score -1352464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -1352484.000000 Penalty: 3243.209229
	Iteration 75Q: 3 clusters Score -1352484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -1352508.500000 Penalty: 3243.209229
	Iteration 76Q: 3 clusters Score -1352508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1352521.250000 Penalty: 3243.209229
	Iteration 77Q: 3 clusters Score -1352521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -1352536.625000 Penalty: 3243.209229
	Iteration 78Q: 3 clusters Score -1352537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -1352550.250000 Penalty: 3243.209229
	Iteration 79Q: 3 clusters Score -1352550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -1352562.125000 Penalty: 3243.209229
	Iteration 80F: 3 clusters Score -1352562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -1352565.500000 Penalty: 3243.209229
	Iteration 81Q: 3 clusters Score -1352566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -1352578.000000 Penalty: 3243.209229
	Iteration 82Q: 3 clusters Score -1352578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -1352585.625000 Penalty: 3243.209229
	Iteration 83Q: 3 clusters Score -1352586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -1352595.000000 Penalty: 3243.209229
	Iteration 84Q: 3 clusters Score -1352595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -1352602.750000 Penalty: 3243.209229
	Iteration 85Q: 3 clusters Score -1352603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1352607.750000 Penalty: 3243.209229
	Iteration 86Q: 3 clusters Score -1352608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -1352617.625000 Penalty: 3243.209229
	Iteration 87Q: 3 clusters Score -1352618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1352620.250000 Penalty: 3243.209229
	Iteration 88Q: 3 clusters Score -1352620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -1352631.750000 Penalty: 3243.209229
	Iteration 89Q: 3 clusters Score -1352632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -1352639.250000 Penalty: 3243.209229
	Iteration 90Q: 3 clusters Score -1352639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -1352640.875000 Penalty: 3243.209229
	Iteration 91Q: 3 clusters Score -1352641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -1352651.750000 Penalty: 3243.209229
	Iteration 92Q: 3 clusters Score -1352652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -1352660.625000 Penalty: 3243.209229
	Iteration 93Q: 3 clusters Score -1352661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -1352668.375000 Penalty: 3243.209229
	Iteration 94Q: 3 clusters Score -1352668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1352677.375000 Penalty: 3243.209229
	Iteration 95Q: 3 clusters Score -1352677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -1352684.875000 Penalty: 3243.209229
	Iteration 96Q: 3 clusters Score -1352685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -1352697.375000 Penalty: 3243.209229
	Iteration 97Q: 3 clusters Score -1352697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -1352698.750000 Penalty: 3243.209229
	Iteration 98Q: 3 clusters Score -1352699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -1352703.375000 Penalty: 3243.209229
	Iteration 99Q: 3 clusters Score -1352703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -1352710.125000 Penalty: 3243.209229
	Iteration 100F: 3 clusters Score -1352710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -1352716.000000 Penalty: 3243.209229
	Iteration 101Q: 3 clusters Score -1352716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1352722.500000 Penalty: 3243.209229
	Iteration 102Q: 3 clusters Score -1352722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1352723.875000 Penalty: 3243.209229
	Iteration 103Q: 3 clusters Score -1352724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1352726.625000 Penalty: 3243.209229
	Iteration 104Q: 3 clusters Score -1352727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -1352732.250000 Penalty: 3243.209229
	Iteration 105Q: 3 clusters Score -1352732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1352738.250000 Penalty: 3243.209229
	Iteration 106Q: 3 clusters Score -1352738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -1352744.000000 Penalty: 3243.209229
	Iteration 107Q: 3 clusters Score -1352744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -1352754.250000 Penalty: 3243.209229
	Iteration 108Q: 3 clusters Score -1352754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -1352761.625000 Penalty: 3243.209229
	Iteration 109Q: 3 clusters Score -1352762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -1352771.500000 Penalty: 3243.209229
	Iteration 110Q: 3 clusters Score -1352772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -1352775.875000 Penalty: 3243.209229
	Iteration 111Q: 3 clusters Score -1352776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -1352784.250000 Penalty: 3243.209229
	Iteration 112Q: 3 clusters Score -1352784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -1352796.250000 Penalty: 3243.209229
	Iteration 113Q: 3 clusters Score -1352796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -1352805.000000 Penalty: 3243.209229
	Iteration 114Q: 3 clusters Score -1352805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1352811.125000 Penalty: 3243.209229
	Iteration 115Q: 3 clusters Score -1352811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -1352818.000000 Penalty: 3243.209229
	Iteration 116Q: 3 clusters Score -1352818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -1352825.750000 Penalty: 3243.209229
	Iteration 117Q: 3 clusters Score -1352826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -1352828.000000 Penalty: 3243.209229
	Iteration 118Q: 3 clusters Score -1352828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -1352828.500000 Penalty: 3243.209229
	Iteration 119Q: 3 clusters Score -1352828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1352831.375000 Penalty: 3243.209229
	Iteration 120F: 3 clusters Score -1352831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -1352833.625000 Penalty: 3243.209229
	Iteration 121Q: 3 clusters Score -1352834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -1352838.625000 Penalty: 3243.209229
	Iteration 122Q: 3 clusters Score -1352839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -1352840.875000 Penalty: 3243.209229
	Iteration 123Q: 3 clusters Score -1352841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -1352844.875000 Penalty: 3243.209229
	Iteration 124Q: 3 clusters Score -1352845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -1352852.250000 Penalty: 3243.209229
	Iteration 125Q: 3 clusters Score -1352852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -1352858.875000 Penalty: 3243.209229
	Iteration 126Q: 3 clusters Score -1352859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -1352859.625000 Penalty: 3243.209229
	Iteration 127Q: 3 clusters Score -1352860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -1352861.375000 Penalty: 3243.209229
	Iteration 128Q: 3 clusters Score -1352861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -1352862.875000 Penalty: 3243.209229
	Iteration 129Q: 3 clusters Score -1352863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -1352868.250000 Penalty: 3243.209229
	Iteration 130Q: 3 clusters Score -1352868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1352870.625000 Penalty: 3243.209229
	Iteration 131Q: 3 clusters Score -1352871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -1352873.625000 Penalty: 3243.209229
	Iteration 132Q: 3 clusters Score -1352874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -1352874.000000 Penalty: 3243.209229
	Iteration 133Q: 3 clusters Score -1352874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -1352878.375000 Penalty: 3243.209229
	Iteration 134Q: 3 clusters Score -1352878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -1352879.000000 Penalty: 3243.209229
	Iteration 135Q: 3 clusters Score -1352879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -1352881.500000 Penalty: 3243.209229
	Iteration 136Q: 3 clusters Score -1352882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -1352881.625000 Penalty: 3243.209229
	Iteration 137Q: 3 clusters Score -1352882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -1352885.125000 Penalty: 3243.209229
	Iteration 138Q: 3 clusters Score -1352885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -1352887.250000 Penalty: 3243.209229
	Iteration 139Q: 3 clusters Score -1352887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -1352887.250000 Penalty: 3243.209229
	Iteration 140F: 3 clusters Score -1352887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -258180.234375 Penalty: 1358.359375
	Iteration 0F: 2 clusters Score -258180.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -254688.859375 Penalty: 2716.718750
	Iteration 0F: 3 clusters Score -254688.9 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -255673.765625 Penalty: 2716.718750
	Iteration 1F: 3 clusters Score -255673.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -255843.531250 Penalty: 2716.718750
	Iteration 2F: 3 clusters Score -255843.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -255950.406250 Penalty: 2716.718750
	Iteration 3F: 3 clusters Score -255950.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -256005.109375 Penalty: 2716.718750
	Iteration 4Q: 3 clusters Score -256005.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -256049.781250 Penalty: 2716.718750
	Iteration 5Q: 3 clusters Score -256049.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -256081.375000 Penalty: 2716.718750
	Iteration 6Q: 3 clusters Score -256081.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -256119.890625 Penalty: 2716.718750
	Iteration 7Q: 3 clusters Score -256119.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -256157.468750 Penalty: 2716.718750
	Iteration 8Q: 3 clusters Score -256157.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -256185.000000 Penalty: 2716.718750
	Iteration 9Q: 3 clusters Score -256185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -256212.031250 Penalty: 2716.718750
	Iteration 10Q: 3 clusters Score -256212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -256248.703125 Penalty: 2716.718750
	Iteration 11Q: 3 clusters Score -256248.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -256291.078125 Penalty: 2716.718750
	Iteration 12Q: 3 clusters Score -256291.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -256337.671875 Penalty: 2716.718750
	Iteration 13Q: 3 clusters Score -256337.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -256385.937500 Penalty: 2716.718750
	Iteration 14Q: 3 clusters Score -256385.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -256439.734375 Penalty: 2716.718750
	Iteration 15Q: 3 clusters Score -256439.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -256493.750000 Penalty: 2716.718750
	Iteration 16Q: 3 clusters Score -256493.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -256554.328125 Penalty: 2716.718750
	Iteration 17Q: 3 clusters Score -256554.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -256605.781250 Penalty: 2716.718750
	Iteration 18Q: 3 clusters Score -256605.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -256645.812500 Penalty: 2716.718750
	Iteration 19Q: 3 clusters Score -256645.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -256677.468750 Penalty: 2716.718750
	Iteration 20F: 3 clusters Score -256677.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -256703.875000 Penalty: 2716.718750
	Iteration 21Q: 3 clusters Score -256703.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -256730.250000 Penalty: 2716.718750
	Iteration 22Q: 3 clusters Score -256730.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -256753.484375 Penalty: 2716.718750
	Iteration 23Q: 3 clusters Score -256753.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -256787.031250 Penalty: 2716.718750
	Iteration 24Q: 3 clusters Score -256787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -256815.531250 Penalty: 2716.718750
	Iteration 25Q: 3 clusters Score -256815.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -256845.359375 Penalty: 2716.718750
	Iteration 26Q: 3 clusters Score -256845.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -256873.421875 Penalty: 2716.718750
	Iteration 27Q: 3 clusters Score -256873.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -256904.062500 Penalty: 2716.718750
	Iteration 28Q: 3 clusters Score -256904.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -256929.890625 Penalty: 2716.718750
	Iteration 29Q: 3 clusters Score -256929.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -256956.734375 Penalty: 2716.718750
	Iteration 30Q: 3 clusters Score -256956.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -256985.468750 Penalty: 2716.718750
	Iteration 31Q: 3 clusters Score -256985.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -257008.046875 Penalty: 2716.718750
	Iteration 32Q: 3 clusters Score -257008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -257031.375000 Penalty: 2716.718750
	Iteration 33Q: 3 clusters Score -257031.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -257048.390625 Penalty: 2716.718750
	Iteration 34Q: 3 clusters Score -257048.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -257069.718750 Penalty: 2716.718750
	Iteration 35Q: 3 clusters Score -257069.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -257090.234375 Penalty: 2716.718750
	Iteration 36Q: 3 clusters Score -257090.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -257107.125000 Penalty: 2716.718750
	Iteration 37Q: 3 clusters Score -257107.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -257117.203125 Penalty: 2716.718750
	Iteration 38Q: 3 clusters Score -257117.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -257127.093750 Penalty: 2716.718750
	Iteration 39Q: 3 clusters Score -257127.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -257138.171875 Penalty: 2716.718750
	Iteration 40F: 3 clusters Score -257138.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -257150.062500 Penalty: 2716.718750
	Iteration 41Q: 3 clusters Score -257150.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -257162.453125 Penalty: 2716.718750
	Iteration 42Q: 3 clusters Score -257162.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -257180.640625 Penalty: 2716.718750
	Iteration 43Q: 3 clusters Score -257180.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -257193.125000 Penalty: 2716.718750
	Iteration 44Q: 3 clusters Score -257193.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -257204.562500 Penalty: 2716.718750
	Iteration 45Q: 3 clusters Score -257204.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -257212.640625 Penalty: 2716.718750
	Iteration 46Q: 3 clusters Score -257212.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -257219.609375 Penalty: 2716.718750
	Iteration 47Q: 3 clusters Score -257219.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -257224.593750 Penalty: 2716.718750
	Iteration 48Q: 3 clusters Score -257224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -257228.718750 Penalty: 2716.718750
	Iteration 49Q: 3 clusters Score -257228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -257233.171875 Penalty: 2716.718750
	Iteration 50Q: 3 clusters Score -257233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -257237.687500 Penalty: 2716.718750
	Iteration 51Q: 3 clusters Score -257237.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -257242.171875 Penalty: 2716.718750
	Iteration 52Q: 3 clusters Score -257242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -257247.171875 Penalty: 2716.718750
	Iteration 53Q: 3 clusters Score -257247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -257254.171875 Penalty: 2716.718750
	Iteration 54Q: 3 clusters Score -257254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -257257.156250 Penalty: 2716.718750
	Iteration 55Q: 3 clusters Score -257257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -257262.078125 Penalty: 2716.718750
	Iteration 56Q: 3 clusters Score -257262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -257270.062500 Penalty: 2716.718750
	Iteration 57Q: 3 clusters Score -257270.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -257279.531250 Penalty: 2716.718750
	Iteration 58Q: 3 clusters Score -257279.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -257283.250000 Penalty: 2716.718750
	Iteration 59Q: 3 clusters Score -257283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -257287.421875 Penalty: 2716.718750
	Iteration 60F: 3 clusters Score -257287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -257291.625000 Penalty: 2716.718750
	Iteration 61Q: 3 clusters Score -257291.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -257300.281250 Penalty: 2716.718750
	Iteration 62Q: 3 clusters Score -257300.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -257313.031250 Penalty: 2716.718750
	Iteration 63Q: 3 clusters Score -257313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -257322.953125 Penalty: 2716.718750
	Iteration 64Q: 3 clusters Score -257323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -257330.625000 Penalty: 2716.718750
	Iteration 65Q: 3 clusters Score -257330.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -257345.078125 Penalty: 2716.718750
	Iteration 66Q: 3 clusters Score -257345.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -257354.375000 Penalty: 2716.718750
	Iteration 67Q: 3 clusters Score -257354.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -257359.562500 Penalty: 2716.718750
	Iteration 68Q: 3 clusters Score -257359.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -257364.015625 Penalty: 2716.718750
	Iteration 69Q: 3 clusters Score -257364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -257368.937500 Penalty: 2716.718750
	Iteration 70Q: 3 clusters Score -257368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -257372.250000 Penalty: 2716.718750
	Iteration 71Q: 3 clusters Score -257372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -257375.265625 Penalty: 2716.718750
	Iteration 72Q: 3 clusters Score -257375.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -257377.468750 Penalty: 2716.718750
	Iteration 73Q: 3 clusters Score -257377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -257381.578125 Penalty: 2716.718750
	Iteration 74Q: 3 clusters Score -257381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -257383.578125 Penalty: 2716.718750
	Iteration 75Q: 3 clusters Score -257383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -257385.390625 Penalty: 2716.718750
	Iteration 76Q: 3 clusters Score -257385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -257387.531250 Penalty: 2716.718750
	Iteration 77Q: 3 clusters Score -257387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -257389.234375 Penalty: 2716.718750
	Iteration 78Q: 3 clusters Score -257389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -257390.953125 Penalty: 2716.718750
	Iteration 79Q: 3 clusters Score -257391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -257391.937500 Penalty: 2716.718750
	Iteration 80F: 3 clusters Score -257391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -257391.609375 Penalty: 2716.718750
	Iteration 81Q: 3 clusters Score -257391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -257392.359375 Penalty: 2716.718750
	Iteration 82Q: 3 clusters Score -257392.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -257392.359375 Penalty: 2716.718750
	Iteration 83F: 3 clusters Score -257392.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Entering Unmasked Estep 
Score: -2010047.750000 Penalty: 1689.769165
	Iteration 0F: 2 clusters Score -2010048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1987898.500000 Penalty: 3379.538330
	Iteration 0F: 3 clusters Score -1987898 nChanged 15247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1996441.875000 Penalty: 3379.538330
	Iteration 1F: 3 clusters Score -1996442 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1996992.500000 Penalty: 3379.538330
	Iteration 2Q: 3 clusters Score -1996992 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1997656.875000 Penalty: 3379.538330
	Iteration 3Q: 3 clusters Score -1997657 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1998455.625000 Penalty: 3379.538330
	Iteration 4Q: 3 clusters Score -1998456 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1999596.750000 Penalty: 3379.538330
	Iteration 5F: 3 clusters Score -1999597 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2001024.875000 Penalty: 3379.538330
	Iteration 6F: 3 clusters Score -2001025 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2002695.375000 Penalty: 3379.538330
	Iteration 7F: 3 clusters Score -2002695 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2004435.625000 Penalty: 3379.538330
	Iteration 8F: 3 clusters Score -2004436 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2005804.750000 Penalty: 3379.538330
	Iteration 9F: 3 clusters Score -2005805 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2006615.125000 Penalty: 3379.538330
	Iteration 10Q: 3 clusters Score -2006615 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2007013.250000 Penalty: 3379.538330
	Iteration 11Q: 3 clusters Score -2007013 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2007232.375000 Penalty: 3379.538330
	Iteration 12Q: 3 clusters Score -2007232 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2007371.750000 Penalty: 3379.538330
	Iteration 13Q: 3 clusters Score -2007372 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2007459.625000 Penalty: 3379.538330
	Iteration 14Q: 3 clusters Score -2007460 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2007522.500000 Penalty: 3379.538330
	Iteration 15Q: 3 clusters Score -2007522 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2007577.500000 Penalty: 3379.538330
	Iteration 16Q: 3 clusters Score -2007578 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2007627.000000 Penalty: 3379.538330
	Iteration 17Q: 3 clusters Score -2007627 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2007665.250000 Penalty: 3379.538330
	Iteration 18Q: 3 clusters Score -2007665 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2007713.500000 Penalty: 3379.538330
	Iteration 19Q: 3 clusters Score -2007714 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2007763.000000 Penalty: 3379.538330
	Iteration 20F: 3 clusters Score -2007763 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2007791.000000 Penalty: 3379.538330
	Iteration 21Q: 3 clusters Score -2007791 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2007820.125000 Penalty: 3379.538330
	Iteration 22Q: 3 clusters Score -2007820 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2007847.625000 Penalty: 3379.538330
	Iteration 23Q: 3 clusters Score -2007848 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2007864.625000 Penalty: 3379.538330
	Iteration 24Q: 3 clusters Score -2007865 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2007893.125000 Penalty: 3379.538330
	Iteration 25Q: 3 clusters Score -2007893 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2007919.000000 Penalty: 3379.538330
	Iteration 26Q: 3 clusters Score -2007919 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2007937.875000 Penalty: 3379.538330
	Iteration 27Q: 3 clusters Score -2007938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2007947.375000 Penalty: 3379.538330
	Iteration 28Q: 3 clusters Score -2007947 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2007958.375000 Penalty: 3379.538330
	Iteration 29Q: 3 clusters Score -2007958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2007974.000000 Penalty: 3379.538330
	Iteration 30Q: 3 clusters Score -2007974 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2007993.500000 Penalty: 3379.538330
	Iteration 31Q: 3 clusters Score -2007994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2008004.125000 Penalty: 3379.538330
	Iteration 32Q: 3 clusters Score -2008004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2008030.500000 Penalty: 3379.538330
	Iteration 33Q: 3 clusters Score -2008030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2008044.375000 Penalty: 3379.538330
	Iteration 34Q: 3 clusters Score -2008044 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2008050.375000 Penalty: 3379.538330
	Iteration 35Q: 3 clusters Score -2008050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2008066.750000 Penalty: 3379.538330
	Iteration 36Q: 3 clusters Score -2008067 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2008078.875000 Penalty: 3379.538330
	Iteration 37Q: 3 clusters Score -2008079 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2008095.875000 Penalty: 3379.538330
	Iteration 38Q: 3 clusters Score -2008096 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2008116.500000 Penalty: 3379.538330
	Iteration 39Q: 3 clusters Score -2008116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2008125.750000 Penalty: 3379.538330
	Iteration 40F: 3 clusters Score -2008126 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2008144.750000 Penalty: 3379.538330
	Iteration 41Q: 3 clusters Score -2008145 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2008161.375000 Penalty: 3379.538330
	Iteration 42Q: 3 clusters Score -2008161 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2008173.500000 Penalty: 3379.538330
	Iteration 43Q: 3 clusters Score -2008174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2008174.125000 Penalty: 3379.538330
	Iteration 44Q: 3 clusters Score -2008174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2008184.375000 Penalty: 3379.538330
	Iteration 45Q: 3 clusters Score -2008184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2008196.125000 Penalty: 3379.538330
	Iteration 46Q: 3 clusters Score -2008196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2008208.125000 Penalty: 3379.538330
	Iteration 47Q: 3 clusters Score -2008208 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2008221.500000 Penalty: 3379.538330
	Iteration 48Q: 3 clusters Score -2008222 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2008239.750000 Penalty: 3379.538330
	Iteration 49Q: 3 clusters Score -2008240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2008261.375000 Penalty: 3379.538330
	Iteration 50Q: 3 clusters Score -2008261 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2008271.375000 Penalty: 3379.538330
	Iteration 51Q: 3 clusters Score -2008271 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2008282.375000 Penalty: 3379.538330
	Iteration 52Q: 3 clusters Score -2008282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2008301.000000 Penalty: 3379.538330
	Iteration 53Q: 3 clusters Score -2008301 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2008321.125000 Penalty: 3379.538330
	Iteration 54Q: 3 clusters Score -2008321 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2008335.375000 Penalty: 3379.538330
	Iteration 55Q: 3 clusters Score -2008335 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2008351.375000 Penalty: 3379.538330
	Iteration 56Q: 3 clusters Score -2008351 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2008379.250000 Penalty: 3379.538330
	Iteration 57Q: 3 clusters Score -2008379 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2008410.000000 Penalty: 3379.538330
	Iteration 58Q: 3 clusters Score -2008410 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2008443.625000 Penalty: 3379.538330
	Iteration 59Q: 3 clusters Score -2008444 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2008494.750000 Penalty: 3379.538330
	Iteration 60F: 3 clusters Score -2008495 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2008558.625000 Penalty: 3379.538330
	Iteration 61Q: 3 clusters Score -2008559 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2008645.125000 Penalty: 3379.538330
	Iteration 62Q: 3 clusters Score -2008645 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2008750.375000 Penalty: 3379.538330
	Iteration 63Q: 3 clusters Score -2008750 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2008865.500000 Penalty: 3379.538330
	Iteration 64Q: 3 clusters Score -2008866 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2008989.125000 Penalty: 3379.538330
	Iteration 65Q: 3 clusters Score -2008989 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2009092.500000 Penalty: 3379.538330
	Iteration 66Q: 3 clusters Score -2009092 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2009184.750000 Penalty: 3379.538330
	Iteration 67Q: 3 clusters Score -2009185 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2009261.125000 Penalty: 3379.538330
	Iteration 68Q: 3 clusters Score -2009261 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2009322.875000 Penalty: 3379.538330
	Iteration 69Q: 3 clusters Score -2009323 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2009371.250000 Penalty: 3379.538330
	Iteration 70Q: 3 clusters Score -2009371 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2009401.750000 Penalty: 3379.538330
	Iteration 71Q: 3 clusters Score -2009402 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2009432.875000 Penalty: 3379.538330
	Iteration 72Q: 3 clusters Score -2009433 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2009454.875000 Penalty: 3379.538330
	Iteration 73Q: 3 clusters Score -2009455 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2009473.625000 Penalty: 3379.538330
	Iteration 74Q: 3 clusters Score -2009474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2009491.125000 Penalty: 3379.538330
	Iteration 75Q: 3 clusters Score -2009491 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2009503.750000 Penalty: 3379.538330
	Iteration 76Q: 3 clusters Score -2009504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2009515.625000 Penalty: 3379.538330
	Iteration 77Q: 3 clusters Score -2009516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2009530.625000 Penalty: 3379.538330
	Iteration 78Q: 3 clusters Score -2009531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2009528.000000 Penalty: 3379.538330
	Iteration 79Q: 3 clusters Score -2009528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2009539.750000 Penalty: 3379.538330
	Iteration 80F: 3 clusters Score -2009540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2009550.750000 Penalty: 3379.538330
	Iteration 81Q: 3 clusters Score -2009551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2009553.000000 Penalty: 3379.538330
	Iteration 82Q: 3 clusters Score -2009553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2009557.500000 Penalty: 3379.538330
	Iteration 83Q: 3 clusters Score -2009558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2009565.125000 Penalty: 3379.538330
	Iteration 84Q: 3 clusters Score -2009565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2009566.875000 Penalty: 3379.538330
	Iteration 85Q: 3 clusters Score -2009567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2009569.750000 Penalty: 3379.538330
	Iteration 86Q: 3 clusters Score -2009570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2009577.000000 Penalty: 3379.538330
	Iteration 87Q: 3 clusters Score -2009577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2009579.250000 Penalty: 3379.538330
	Iteration 88Q: 3 clusters Score -2009579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2009580.375000 Penalty: 3379.538330
	Iteration 89Q: 3 clusters Score -2009580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2009581.375000 Penalty: 3379.538330
	Iteration 90Q: 3 clusters Score -2009581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2009587.250000 Penalty: 3379.538330
	Iteration 91Q: 3 clusters Score -2009587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2009593.500000 Penalty: 3379.538330
	Iteration 92Q: 3 clusters Score -2009594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2009598.500000 Penalty: 3379.538330
	Iteration 93Q: 3 clusters Score -2009598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2009603.750000 Penalty: 3379.538330
	Iteration 94Q: 3 clusters Score -2009604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2009613.625000 Penalty: 3379.538330
	Iteration 95Q: 3 clusters Score -2009614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2009614.625000 Penalty: 3379.538330
	Iteration 96Q: 3 clusters Score -2009615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2009617.625000 Penalty: 3379.538330
	Iteration 97Q: 3 clusters Score -2009618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2009621.000000 Penalty: 3379.538330
	Iteration 98Q: 3 clusters Score -2009621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2009626.000000 Penalty: 3379.538330
	Iteration 99Q: 3 clusters Score -2009626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2009626.625000 Penalty: 3379.538330
	Iteration 100F: 3 clusters Score -2009627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2009627.250000 Penalty: 3379.538330
	Iteration 101Q: 3 clusters Score -2009627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2009630.375000 Penalty: 3379.538330
	Iteration 102Q: 3 clusters Score -2009630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2009633.375000 Penalty: 3379.538330
	Iteration 103Q: 3 clusters Score -2009633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2009637.750000 Penalty: 3379.538330
	Iteration 104Q: 3 clusters Score -2009638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2009641.875000 Penalty: 3379.538330
	Iteration 105Q: 3 clusters Score -2009642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2009641.125000 Penalty: 3379.538330
	Iteration 106Q: 3 clusters Score -2009641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2009642.625000 Penalty: 3379.538330
	Iteration 107Q: 3 clusters Score -2009643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2009641.000000 Penalty: 3379.538330
	Iteration 108Q: 3 clusters Score -2009641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2009641.000000 Penalty: 3379.538330
	Iteration 109F: 3 clusters Score -2009641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -257867.906250 Penalty: 1385.757324
	Iteration 0F: 2 clusters Score -257867.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -253856.515625 Penalty: 2771.514648
	Iteration 0F: 3 clusters Score -253856.5 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -255730.109375 Penalty: 2771.514648
	Iteration 1F: 3 clusters Score -255730.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -257100.718750 Penalty: 2771.514648
	Iteration 2F: 3 clusters Score -257100.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -257965.359375 Penalty: 2771.514648
	Iteration 3F: 3 clusters Score -257965.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -258653.125000 Penalty: 2771.514648
	Iteration 4F: 3 clusters Score -258653.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -259022.390625 Penalty: 2771.514648
	Iteration 5F: 3 clusters Score -259022.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -259185.562500 Penalty: 2771.514648
	Iteration 6Q: 3 clusters Score -259185.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -259255.671875 Penalty: 2771.514648
	Iteration 7Q: 3 clusters Score -259255.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -259297.234375 Penalty: 2771.514648
	Iteration 8Q: 3 clusters Score -259297.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -259328.328125 Penalty: 2771.514648
	Iteration 9Q: 3 clusters Score -259328.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -259345.421875 Penalty: 2771.514648
	Iteration 10Q: 3 clusters Score -259345.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -259353.593750 Penalty: 2771.514648
	Iteration 11Q: 3 clusters Score -259353.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -259361.968750 Penalty: 2771.514648
	Iteration 12Q: 3 clusters Score -259362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -259369.687500 Penalty: 2771.514648
	Iteration 13Q: 3 clusters Score -259369.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -259375.328125 Penalty: 2771.514648
	Iteration 14Q: 3 clusters Score -259375.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -259379.343750 Penalty: 2771.514648
	Iteration 15Q: 3 clusters Score -259379.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -259383.359375 Penalty: 2771.514648
	Iteration 16Q: 3 clusters Score -259383.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -259386.718750 Penalty: 2771.514648
	Iteration 17Q: 3 clusters Score -259386.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -259389.093750 Penalty: 2771.514648
	Iteration 18Q: 3 clusters Score -259389.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -259390.921875 Penalty: 2771.514648
	Iteration 19Q: 3 clusters Score -259390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -259392.421875 Penalty: 2771.514648
	Iteration 20F: 3 clusters Score -259392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -259393.515625 Penalty: 2771.514648
	Iteration 21Q: 3 clusters Score -259393.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -259395.234375 Penalty: 2771.514648
	Iteration 22Q: 3 clusters Score -259395.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -259396.968750 Penalty: 2771.514648
	Iteration 23Q: 3 clusters Score -259397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -259398.421875 Penalty: 2771.514648
	Iteration 24Q: 3 clusters Score -259398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -259398.843750 Penalty: 2771.514648
	Iteration 25Q: 3 clusters Score -259398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -259399.546875 Penalty: 2771.514648
	Iteration 26Q: 3 clusters Score -259399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -259399.546875 Penalty: 2771.514648
	Iteration 27Q: 3 clusters Score -259399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -259399.906250 Penalty: 2771.514648
	Iteration 28Q: 3 clusters Score -259399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -259399.593750 Penalty: 2771.514648
	Iteration 29Q: 3 clusters Score -259399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -259399.593750 Penalty: 2771.514648
	Iteration 30F: 3 clusters Score -259399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 4 contains 10011 members 
Mstep: Class 5 contains 36140 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 21571 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 32813 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 14 contains 33280 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 8632 members 
Mstep: Class 19 contains 56833 members 
Mstep: Class 20 contains 2088 members 
Entering Unmasked Estep 
Score: -26911826.000000 Penalty: 42365.992188
Splitting cluster 11 changes total score from -26908686.000000 to -26911826.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (26345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Entering Unmasked Estep 
Score: -1643581.375000 Penalty: 1654.093018
	Iteration 0F: 2 clusters Score -1643581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1625791.375000 Penalty: 3308.186035
	Iteration 0F: 3 clusters Score -1625791 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1632524.375000 Penalty: 3308.186035
	Iteration 1F: 3 clusters Score -1632524 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1632837.375000 Penalty: 3308.186035
	Iteration 2Q: 3 clusters Score -1632837 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1633118.875000 Penalty: 3308.186035
	Iteration 3Q: 3 clusters Score -1633119 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1633373.125000 Penalty: 3308.186035
	Iteration 4Q: 3 clusters Score -1633373 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1633630.750000 Penalty: 3308.186035
	Iteration 5Q: 3 clusters Score -1633631 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1633917.875000 Penalty: 3308.186035
	Iteration 6Q: 3 clusters Score -1633918 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1634239.750000 Penalty: 3308.186035
	Iteration 7Q: 3 clusters Score -1634240 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1634637.625000 Penalty: 3308.186035
	Iteration 8Q: 3 clusters Score -1634638 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1635165.750000 Penalty: 3308.186035
	Iteration 9Q: 3 clusters Score -1635166 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1635773.750000 Penalty: 3308.186035
	Iteration 10Q: 3 clusters Score -1635774 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1636539.125000 Penalty: 3308.186035
	Iteration 11Q: 3 clusters Score -1636539 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1637306.750000 Penalty: 3308.186035
	Iteration 12Q: 3 clusters Score -1637307 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1637975.125000 Penalty: 3308.186035
	Iteration 13Q: 3 clusters Score -1637975 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1638471.750000 Penalty: 3308.186035
	Iteration 14Q: 3 clusters Score -1638472 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1638777.875000 Penalty: 3308.186035
	Iteration 15Q: 3 clusters Score -1638778 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1638959.500000 Penalty: 3308.186035
	Iteration 16Q: 3 clusters Score -1638960 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1639119.625000 Penalty: 3308.186035
	Iteration 17Q: 3 clusters Score -1639120 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1639237.125000 Penalty: 3308.186035
	Iteration 18Q: 3 clusters Score -1639237 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1639347.250000 Penalty: 3308.186035
	Iteration 19Q: 3 clusters Score -1639347 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1639437.125000 Penalty: 3308.186035
	Iteration 20F: 3 clusters Score -1639437 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1639500.125000 Penalty: 3308.186035
	Iteration 21Q: 3 clusters Score -1639500 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1639568.125000 Penalty: 3308.186035
	Iteration 22Q: 3 clusters Score -1639568 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1639636.125000 Penalty: 3308.186035
	Iteration 23Q: 3 clusters Score -1639636 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1639714.000000 Penalty: 3308.186035
	Iteration 24Q: 3 clusters Score -1639714 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1639801.625000 Penalty: 3308.186035
	Iteration 25Q: 3 clusters Score -1639802 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1639879.125000 Penalty: 3308.186035
	Iteration 26Q: 3 clusters Score -1639879 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1639969.125000 Penalty: 3308.186035
	Iteration 27Q: 3 clusters Score -1639969 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1640058.625000 Penalty: 3308.186035
	Iteration 28Q: 3 clusters Score -1640059 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1640155.250000 Penalty: 3308.186035
	Iteration 29Q: 3 clusters Score -1640155 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1640236.500000 Penalty: 3308.186035
	Iteration 30Q: 3 clusters Score -1640236 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1640317.625000 Penalty: 3308.186035
	Iteration 31Q: 3 clusters Score -1640318 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1640384.375000 Penalty: 3308.186035
	Iteration 32Q: 3 clusters Score -1640384 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1640466.500000 Penalty: 3308.186035
	Iteration 33Q: 3 clusters Score -1640466 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1640534.875000 Penalty: 3308.186035
	Iteration 34Q: 3 clusters Score -1640535 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1640593.750000 Penalty: 3308.186035
	Iteration 35Q: 3 clusters Score -1640594 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1640660.625000 Penalty: 3308.186035
	Iteration 36Q: 3 clusters Score -1640661 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1640723.375000 Penalty: 3308.186035
	Iteration 37Q: 3 clusters Score -1640723 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1640791.125000 Penalty: 3308.186035
	Iteration 38Q: 3 clusters Score -1640791 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1640842.375000 Penalty: 3308.186035
	Iteration 39Q: 3 clusters Score -1640842 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1640919.875000 Penalty: 3308.186035
	Iteration 40F: 3 clusters Score -1640920 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1640976.375000 Penalty: 3308.186035
	Iteration 41Q: 3 clusters Score -1640976 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1641034.250000 Penalty: 3308.186035
	Iteration 42Q: 3 clusters Score -1641034 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1641103.375000 Penalty: 3308.186035
	Iteration 43Q: 3 clusters Score -1641103 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1641176.875000 Penalty: 3308.186035
	Iteration 44Q: 3 clusters Score -1641177 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1641258.750000 Penalty: 3308.186035
	Iteration 45Q: 3 clusters Score -1641259 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1641325.125000 Penalty: 3308.186035
	Iteration 46Q: 3 clusters Score -1641325 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1641404.500000 Penalty: 3308.186035
	Iteration 47Q: 3 clusters Score -1641404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1641482.125000 Penalty: 3308.186035
	Iteration 48Q: 3 clusters Score -1641482 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1641566.375000 Penalty: 3308.186035
	Iteration 49Q: 3 clusters Score -1641566 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1641641.375000 Penalty: 3308.186035
	Iteration 50Q: 3 clusters Score -1641641 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1641737.375000 Penalty: 3308.186035
	Iteration 51Q: 3 clusters Score -1641737 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1641801.250000 Penalty: 3308.186035
	Iteration 52Q: 3 clusters Score -1641801 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1641856.875000 Penalty: 3308.186035
	Iteration 53Q: 3 clusters Score -1641857 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1641920.750000 Penalty: 3308.186035
	Iteration 54Q: 3 clusters Score -1641921 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1641965.000000 Penalty: 3308.186035
	Iteration 55Q: 3 clusters Score -1641965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1642002.000000 Penalty: 3308.186035
	Iteration 56Q: 3 clusters Score -1642002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1642029.000000 Penalty: 3308.186035
	Iteration 57Q: 3 clusters Score -1642029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1642065.500000 Penalty: 3308.186035
	Iteration 58Q: 3 clusters Score -1642066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1642089.250000 Penalty: 3308.186035
	Iteration 59Q: 3 clusters Score -1642089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1642112.500000 Penalty: 3308.186035
	Iteration 60F: 3 clusters Score -1642112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1642124.125000 Penalty: 3308.186035
	Iteration 61Q: 3 clusters Score -1642124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1642132.375000 Penalty: 3308.186035
	Iteration 62Q: 3 clusters Score -1642132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1642146.000000 Penalty: 3308.186035
	Iteration 63Q: 3 clusters Score -1642146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1642160.500000 Penalty: 3308.186035
	Iteration 64Q: 3 clusters Score -1642160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1642167.250000 Penalty: 3308.186035
	Iteration 65Q: 3 clusters Score -1642167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1642175.625000 Penalty: 3308.186035
	Iteration 66Q: 3 clusters Score -1642176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1642184.125000 Penalty: 3308.186035
	Iteration 67Q: 3 clusters Score -1642184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1642189.625000 Penalty: 3308.186035
	Iteration 68Q: 3 clusters Score -1642190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1642192.750000 Penalty: 3308.186035
	Iteration 69Q: 3 clusters Score -1642193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1642195.375000 Penalty: 3308.186035
	Iteration 70Q: 3 clusters Score -1642195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1642200.125000 Penalty: 3308.186035
	Iteration 71Q: 3 clusters Score -1642200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1642204.125000 Penalty: 3308.186035
	Iteration 72Q: 3 clusters Score -1642204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1642209.625000 Penalty: 3308.186035
	Iteration 73Q: 3 clusters Score -1642210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1642208.125000 Penalty: 3308.186035
	Iteration 74Q: 3 clusters Score -1642208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1642211.125000 Penalty: 3308.186035
	Iteration 75Q: 3 clusters Score -1642211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1642215.500000 Penalty: 3308.186035
	Iteration 76Q: 3 clusters Score -1642216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1642216.500000 Penalty: 3308.186035
	Iteration 77Q: 3 clusters Score -1642216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1642220.875000 Penalty: 3308.186035
	Iteration 78Q: 3 clusters Score -1642221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1642220.750000 Penalty: 3308.186035
	Iteration 79Q: 3 clusters Score -1642221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1642220.875000 Penalty: 3308.186035
	Iteration 80F: 3 clusters Score -1642221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1642220.750000 Penalty: 3308.186035
	Iteration 81Q: 3 clusters Score -1642221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1642221.250000 Penalty: 3308.186035
	Iteration 82Q: 3 clusters Score -1642221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1642220.625000 Penalty: 3308.186035
	Iteration 83Q: 3 clusters Score -1642221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1642225.250000 Penalty: 3308.186035
	Iteration 84Q: 3 clusters Score -1642225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1642225.375000 Penalty: 3308.186035
	Iteration 85Q: 3 clusters Score -1642225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1642226.625000 Penalty: 3308.186035
	Iteration 86Q: 3 clusters Score -1642227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1642225.500000 Penalty: 3308.186035
	Iteration 87Q: 3 clusters Score -1642226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1642225.500000 Penalty: 3308.186035
	Iteration 88F: 3 clusters Score -1642226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Entering Unmasked Estep 
Score: -1967078.000000 Penalty: 1692.065674
	Iteration 0F: 2 clusters Score -1967078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1944924.125000 Penalty: 3384.131348
	Iteration 0F: 3 clusters Score -1944924 nChanged 15388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1954494.875000 Penalty: 3384.131348
	Iteration 1F: 3 clusters Score -1954495 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1955965.500000 Penalty: 3384.131348
	Iteration 2F: 3 clusters Score -1955966 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1957718.750000 Penalty: 3384.131348
	Iteration 3F: 3 clusters Score -1957719 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1959417.625000 Penalty: 3384.131348
	Iteration 4F: 3 clusters Score -1959418 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1960802.000000 Penalty: 3384.131348
	Iteration 5F: 3 clusters Score -1960802 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -1961902.500000 Penalty: 3384.131348
	Iteration 6F: 3 clusters Score -1961902 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -1962645.500000 Penalty: 3384.131348
	Iteration 7Q: 3 clusters Score -1962646 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -1963139.000000 Penalty: 3384.131348
	Iteration 8Q: 3 clusters Score -1963139 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -1963524.750000 Penalty: 3384.131348
	Iteration 9Q: 3 clusters Score -1963525 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -1963898.000000 Penalty: 3384.131348
	Iteration 10Q: 3 clusters Score -1963898 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -1964302.500000 Penalty: 3384.131348
	Iteration 11Q: 3 clusters Score -1964302 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -1964735.375000 Penalty: 3384.131348
	Iteration 12Q: 3 clusters Score -1964735 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -1965173.125000 Penalty: 3384.131348
	Iteration 13Q: 3 clusters Score -1965173 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -1965687.875000 Penalty: 3384.131348
	Iteration 14Q: 3 clusters Score -1965688 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -1966177.125000 Penalty: 3384.131348
	Iteration 15Q: 3 clusters Score -1966177 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -1966607.125000 Penalty: 3384.131348
	Iteration 16Q: 3 clusters Score -1966607 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -1967000.375000 Penalty: 3384.131348
	Iteration 17Q: 3 clusters Score -1967000 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -1967421.625000 Penalty: 3384.131348
	Iteration 18Q: 3 clusters Score -1967422 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1967850.375000 Penalty: 3384.131348
	Iteration 19Q: 3 clusters Score -1967850 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -1968278.750000 Penalty: 3384.131348
	Iteration 20F: 3 clusters Score -1968279 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -1968579.375000 Penalty: 3384.131348
	Iteration 21Q: 3 clusters Score -1968579 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -1968666.625000 Penalty: 3384.131348
	Iteration 22Q: 3 clusters Score -1968667 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -1968697.750000 Penalty: 3384.131348
	Iteration 23Q: 3 clusters Score -1968698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -1968714.000000 Penalty: 3384.131348
	Iteration 24Q: 3 clusters Score -1968714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -1968722.500000 Penalty: 3384.131348
	Iteration 25Q: 3 clusters Score -1968722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -1968724.875000 Penalty: 3384.131348
	Iteration 26Q: 3 clusters Score -1968725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -1968723.000000 Penalty: 3384.131348
	Iteration 27Q: 3 clusters Score -1968723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -1968726.000000 Penalty: 3384.131348
	Iteration 28Q: 3 clusters Score -1968726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -1968723.875000 Penalty: 3384.131348
	Iteration 29Q: 3 clusters Score -1968724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -1968720.750000 Penalty: 3384.131348
	Iteration 30Q: 3 clusters Score -1968721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -1968718.750000 Penalty: 3384.131348
	Iteration 31Q: 3 clusters Score -1968719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -1968722.250000 Penalty: 3384.131348
	Iteration 32Q: 3 clusters Score -1968722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -1968722.375000 Penalty: 3384.131348
	Iteration 33Q: 3 clusters Score -1968722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -1968722.375000 Penalty: 3384.131348
	Iteration 34F: 3 clusters Score -1968722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 4 contains 10011 members 
Mstep: Class 5 contains 36140 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 21571 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 32813 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 8632 members 
Mstep: Class 19 contains 56833 members 
Mstep: Class 20 contains 2088 members 
Mstep: Class 21 contains 29609 members 
Entering Unmasked Estep 
Score: -26912956.000000 Penalty: 44484.289062
Splitting cluster 14 changes total score from -26908686.000000 to -26912956.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (12936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Entering Unmasked Estep 
Score: -770059.000000 Penalty: 1538.512573
	Iteration 0F: 2 clusters Score -770059 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 6507 members 
Entering Unmasked Estep 
Score: -760984.375000 Penalty: 3077.025146
	Iteration 0F: 3 clusters Score -760984.4 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -764165.687500 Penalty: 3077.025146
	Iteration 1F: 3 clusters Score -764165.7 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -764542.312500 Penalty: 3077.025146
	Iteration 2F: 3 clusters Score -764542.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -764848.000000 Penalty: 3077.025146
	Iteration 3F: 3 clusters Score -764848 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -765117.500000 Penalty: 3077.025146
	Iteration 4Q: 3 clusters Score -765117.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -765350.375000 Penalty: 3077.025146
	Iteration 5Q: 3 clusters Score -765350.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -765590.687500 Penalty: 3077.025146
	Iteration 6Q: 3 clusters Score -765590.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -765833.687500 Penalty: 3077.025146
	Iteration 7Q: 3 clusters Score -765833.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -766084.437500 Penalty: 3077.025146
	Iteration 8Q: 3 clusters Score -766084.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -766354.187500 Penalty: 3077.025146
	Iteration 9Q: 3 clusters Score -766354.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -766680.875000 Penalty: 3077.025146
	Iteration 10Q: 3 clusters Score -766680.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -767050.687500 Penalty: 3077.025146
	Iteration 11Q: 3 clusters Score -767050.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -767498.500000 Penalty: 3077.025146
	Iteration 12Q: 3 clusters Score -767498.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -768016.875000 Penalty: 3077.025146
	Iteration 13Q: 3 clusters Score -768016.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -768544.875000 Penalty: 3077.025146
	Iteration 14Q: 3 clusters Score -768544.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -768971.437500 Penalty: 3077.025146
	Iteration 15Q: 3 clusters Score -768971.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -769215.062500 Penalty: 3077.025146
	Iteration 16Q: 3 clusters Score -769215.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -769363.062500 Penalty: 3077.025146
	Iteration 17Q: 3 clusters Score -769363.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -769461.625000 Penalty: 3077.025146
	Iteration 18Q: 3 clusters Score -769461.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -769542.812500 Penalty: 3077.025146
	Iteration 19Q: 3 clusters Score -769542.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -769613.125000 Penalty: 3077.025146
	Iteration 20F: 3 clusters Score -769613.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -769673.062500 Penalty: 3077.025146
	Iteration 21Q: 3 clusters Score -769673.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -769715.625000 Penalty: 3077.025146
	Iteration 22Q: 3 clusters Score -769715.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -769743.500000 Penalty: 3077.025146
	Iteration 23Q: 3 clusters Score -769743.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -769758.562500 Penalty: 3077.025146
	Iteration 24Q: 3 clusters Score -769758.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -769774.562500 Penalty: 3077.025146
	Iteration 25Q: 3 clusters Score -769774.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -769778.812500 Penalty: 3077.025146
	Iteration 26Q: 3 clusters Score -769778.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -769785.250000 Penalty: 3077.025146
	Iteration 27Q: 3 clusters Score -769785.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -769789.250000 Penalty: 3077.025146
	Iteration 28Q: 3 clusters Score -769789.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -769792.187500 Penalty: 3077.025146
	Iteration 29Q: 3 clusters Score -769792.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -769794.125000 Penalty: 3077.025146
	Iteration 30Q: 3 clusters Score -769794.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -769795.062500 Penalty: 3077.025146
	Iteration 31Q: 3 clusters Score -769795.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -769794.125000 Penalty: 3077.025146
	Iteration 32Q: 3 clusters Score -769794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -769795.750000 Penalty: 3077.025146
	Iteration 33Q: 3 clusters Score -769795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -769799.562500 Penalty: 3077.025146
	Iteration 34Q: 3 clusters Score -769799.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -769799.937500 Penalty: 3077.025146
	Iteration 35Q: 3 clusters Score -769799.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -769800.875000 Penalty: 3077.025146
	Iteration 36Q: 3 clusters Score -769800.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -769802.937500 Penalty: 3077.025146
	Iteration 37Q: 3 clusters Score -769802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -769803.562500 Penalty: 3077.025146
	Iteration 38Q: 3 clusters Score -769803.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -769805.937500 Penalty: 3077.025146
	Iteration 39Q: 3 clusters Score -769805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -769804.000000 Penalty: 3077.025146
	Iteration 40F: 3 clusters Score -769804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -769805.125000 Penalty: 3077.025146
	Iteration 41Q: 3 clusters Score -769805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -769804.312500 Penalty: 3077.025146
	Iteration 42Q: 3 clusters Score -769804.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -769806.875000 Penalty: 3077.025146
	Iteration 43Q: 3 clusters Score -769806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -769806.625000 Penalty: 3077.025146
	Iteration 44Q: 3 clusters Score -769806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -769806.437500 Penalty: 3077.025146
	Iteration 45Q: 3 clusters Score -769806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -769807.312500 Penalty: 3077.025146
	Iteration 46Q: 3 clusters Score -769807.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -769806.750000 Penalty: 3077.025146
	Iteration 47Q: 3 clusters Score -769806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -769806.812500 Penalty: 3077.025146
	Iteration 48Q: 3 clusters Score -769806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -769808.312500 Penalty: 3077.025146
	Iteration 49Q: 3 clusters Score -769808.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -769806.000000 Penalty: 3077.025146
	Iteration 50Q: 3 clusters Score -769806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -769807.500000 Penalty: 3077.025146
	Iteration 51Q: 3 clusters Score -769807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -769808.500000 Penalty: 3077.025146
	Iteration 52Q: 3 clusters Score -769808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -769808.312500 Penalty: 3077.025146
	Iteration 53Q: 3 clusters Score -769808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -769806.250000 Penalty: 3077.025146
	Iteration 54Q: 3 clusters Score -769806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -769807.250000 Penalty: 3077.025146
	Iteration 55Q: 3 clusters Score -769807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -769809.375000 Penalty: 3077.025146
	Iteration 56Q: 3 clusters Score -769809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -769812.812500 Penalty: 3077.025146
	Iteration 57Q: 3 clusters Score -769812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -769812.875000 Penalty: 3077.025146
	Iteration 58Q: 3 clusters Score -769812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -769812.875000 Penalty: 3077.025146
	Iteration 59F: 3 clusters Score -769812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Entering Unmasked Estep 
Score: -369068.343750 Penalty: 1419.261353
	Iteration 0F: 2 clusters Score -369068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -364294.812500 Penalty: 2838.522705
	Iteration 0F: 3 clusters Score -364294.8 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -365642.562500 Penalty: 2838.522705
	Iteration 1F: 3 clusters Score -365642.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -365846.312500 Penalty: 2838.522705
	Iteration 2F: 3 clusters Score -365846.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -365985.812500 Penalty: 2838.522705
	Iteration 3F: 3 clusters Score -365985.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -366109.000000 Penalty: 2838.522705
	Iteration 4Q: 3 clusters Score -366109 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -366222.156250 Penalty: 2838.522705
	Iteration 5Q: 3 clusters Score -366222.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -366312.562500 Penalty: 2838.522705
	Iteration 6Q: 3 clusters Score -366312.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -366414.125000 Penalty: 2838.522705
	Iteration 7Q: 3 clusters Score -366414.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -366504.781250 Penalty: 2838.522705
	Iteration 8Q: 3 clusters Score -366504.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -366592.937500 Penalty: 2838.522705
	Iteration 9Q: 3 clusters Score -366592.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -366697.437500 Penalty: 2838.522705
	Iteration 10Q: 3 clusters Score -366697.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -366833.687500 Penalty: 2838.522705
	Iteration 11Q: 3 clusters Score -366833.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -366978.187500 Penalty: 2838.522705
	Iteration 12Q: 3 clusters Score -366978.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -367144.781250 Penalty: 2838.522705
	Iteration 13Q: 3 clusters Score -367144.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -367270.312500 Penalty: 2838.522705
	Iteration 14Q: 3 clusters Score -367270.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -367371.062500 Penalty: 2838.522705
	Iteration 15Q: 3 clusters Score -367371.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -367477.375000 Penalty: 2838.522705
	Iteration 16Q: 3 clusters Score -367477.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -367568.906250 Penalty: 2838.522705
	Iteration 17Q: 3 clusters Score -367568.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -367657.625000 Penalty: 2838.522705
	Iteration 18Q: 3 clusters Score -367657.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -367758.375000 Penalty: 2838.522705
	Iteration 19Q: 3 clusters Score -367758.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -367834.906250 Penalty: 2838.522705
	Iteration 20F: 3 clusters Score -367834.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -367900.000000 Penalty: 2838.522705
	Iteration 21Q: 3 clusters Score -367900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -367938.437500 Penalty: 2838.522705
	Iteration 22Q: 3 clusters Score -367938.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -367959.500000 Penalty: 2838.522705
	Iteration 23Q: 3 clusters Score -367959.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -367974.812500 Penalty: 2838.522705
	Iteration 24Q: 3 clusters Score -367974.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -367981.687500 Penalty: 2838.522705
	Iteration 25Q: 3 clusters Score -367981.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -367987.375000 Penalty: 2838.522705
	Iteration 26Q: 3 clusters Score -367987.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -367989.937500 Penalty: 2838.522705
	Iteration 27Q: 3 clusters Score -367989.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -367994.875000 Penalty: 2838.522705
	Iteration 28Q: 3 clusters Score -367994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -367997.281250 Penalty: 2838.522705
	Iteration 29Q: 3 clusters Score -367997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -367999.750000 Penalty: 2838.522705
	Iteration 30Q: 3 clusters Score -367999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -368002.906250 Penalty: 2838.522705
	Iteration 31Q: 3 clusters Score -368002.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -368005.875000 Penalty: 2838.522705
	Iteration 32Q: 3 clusters Score -368005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -368007.750000 Penalty: 2838.522705
	Iteration 33Q: 3 clusters Score -368007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -368009.968750 Penalty: 2838.522705
	Iteration 34Q: 3 clusters Score -368010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -368010.906250 Penalty: 2838.522705
	Iteration 35Q: 3 clusters Score -368010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -368012.031250 Penalty: 2838.522705
	Iteration 36Q: 3 clusters Score -368012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -368012.750000 Penalty: 2838.522705
	Iteration 37Q: 3 clusters Score -368012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -368013.093750 Penalty: 2838.522705
	Iteration 38Q: 3 clusters Score -368013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -368013.093750 Penalty: 2838.522705
	Iteration 39F: 3 clusters Score -368013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Entering Unmasked Estep 
Score: -504268.000000 Penalty: 1472.775146
	Iteration 0F: 2 clusters Score -504268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -498093.781250 Penalty: 2945.550293
	Iteration 0F: 3 clusters Score -498093.8 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -500381.812500 Penalty: 2945.550293
	Iteration 1F: 3 clusters Score -500381.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -501475.531250 Penalty: 2945.550293
	Iteration 2F: 3 clusters Score -501475.5 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -502668.312500 Penalty: 2945.550293
	Iteration 3F: 3 clusters Score -502668.3 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -503737.031250 Penalty: 2945.550293
	Iteration 4F: 3 clusters Score -503737 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -504479.312500 Penalty: 2945.550293
	Iteration 5F: 3 clusters Score -504479.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -504872.875000 Penalty: 2945.550293
	Iteration 6F: 3 clusters Score -504872.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -505103.843750 Penalty: 2945.550293
	Iteration 7Q: 3 clusters Score -505103.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -505233.656250 Penalty: 2945.550293
	Iteration 8Q: 3 clusters Score -505233.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -505302.125000 Penalty: 2945.550293
	Iteration 9Q: 3 clusters Score -505302.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -505346.000000 Penalty: 2945.550293
	Iteration 10Q: 3 clusters Score -505346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -505380.156250 Penalty: 2945.550293
	Iteration 11Q: 3 clusters Score -505380.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -505402.062500 Penalty: 2945.550293
	Iteration 12Q: 3 clusters Score -505402.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -505418.500000 Penalty: 2945.550293
	Iteration 13Q: 3 clusters Score -505418.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -505428.843750 Penalty: 2945.550293
	Iteration 14Q: 3 clusters Score -505428.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -505439.968750 Penalty: 2945.550293
	Iteration 15Q: 3 clusters Score -505440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -505449.718750 Penalty: 2945.550293
	Iteration 16Q: 3 clusters Score -505449.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -505461.781250 Penalty: 2945.550293
	Iteration 17Q: 3 clusters Score -505461.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -505472.312500 Penalty: 2945.550293
	Iteration 18Q: 3 clusters Score -505472.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -505480.437500 Penalty: 2945.550293
	Iteration 19Q: 3 clusters Score -505480.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -505495.281250 Penalty: 2945.550293
	Iteration 20F: 3 clusters Score -505495.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -505515.062500 Penalty: 2945.550293
	Iteration 21Q: 3 clusters Score -505515.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -505549.250000 Penalty: 2945.550293
	Iteration 22Q: 3 clusters Score -505549.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -505616.125000 Penalty: 2945.550293
	Iteration 23Q: 3 clusters Score -505616.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -505809.875000 Penalty: 2945.550293
	Iteration 24Q: 3 clusters Score -505809.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -506009.093750 Penalty: 2945.550293
	Iteration 25Q: 3 clusters Score -506009.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -506189.531250 Penalty: 2945.550293
	Iteration 26Q: 3 clusters Score -506189.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -506364.750000 Penalty: 2945.550293
	Iteration 27Q: 3 clusters Score -506364.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -506514.531250 Penalty: 2945.550293
	Iteration 28Q: 3 clusters Score -506514.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -506576.031250 Penalty: 2945.550293
	Iteration 29Q: 3 clusters Score -506576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -506595.500000 Penalty: 2945.550293
	Iteration 30Q: 3 clusters Score -506595.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -506607.906250 Penalty: 2945.550293
	Iteration 31Q: 3 clusters Score -506607.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -506616.968750 Penalty: 2945.550293
	Iteration 32Q: 3 clusters Score -506617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -506621.437500 Penalty: 2945.550293
	Iteration 33Q: 3 clusters Score -506621.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -506623.031250 Penalty: 2945.550293
	Iteration 34Q: 3 clusters Score -506623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -506626.156250 Penalty: 2945.550293
	Iteration 35Q: 3 clusters Score -506626.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -506628.687500 Penalty: 2945.550293
	Iteration 36Q: 3 clusters Score -506628.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -506631.625000 Penalty: 2945.550293
	Iteration 37Q: 3 clusters Score -506631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -506632.656250 Penalty: 2945.550293
	Iteration 38Q: 3 clusters Score -506632.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -506638.843750 Penalty: 2945.550293
	Iteration 39Q: 3 clusters Score -506638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -506639.406250 Penalty: 2945.550293
	Iteration 40F: 3 clusters Score -506639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -506639.000000 Penalty: 2945.550293
	Iteration 41Q: 3 clusters Score -506639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -506639.656250 Penalty: 2945.550293
	Iteration 42Q: 3 clusters Score -506639.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -506640.812500 Penalty: 2945.550293
	Iteration 43Q: 3 clusters Score -506640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -506641.375000 Penalty: 2945.550293
	Iteration 44Q: 3 clusters Score -506641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -506642.968750 Penalty: 2945.550293
	Iteration 45Q: 3 clusters Score -506643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -506644.312500 Penalty: 2945.550293
	Iteration 46Q: 3 clusters Score -506644.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -506646.656250 Penalty: 2945.550293
	Iteration 47Q: 3 clusters Score -506646.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -506645.593750 Penalty: 2945.550293
	Iteration 48Q: 3 clusters Score -506645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -506645.593750 Penalty: 2945.550293
	Iteration 49F: 3 clusters Score -506645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 4 contains 10011 members 
Mstep: Class 5 contains 36140 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 21571 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 32813 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 6821 members 
Mstep: Class 19 contains 56833 members 
Mstep: Class 20 contains 2088 members 
Mstep: Class 21 contains 29609 members 
Mstep: Class 22 contains 1811 members 
Entering Unmasked Estep 
Score: -26914688.000000 Penalty: 46602.589844
Splitting cluster 18 changes total score from -26908686.000000 to -26914688.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (56833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Entering Unmasked Estep 
Score: -3531012.500000 Penalty: 1779.029175
	Iteration 0F: 2 clusters Score -3531012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3493198.750000 Penalty: 3558.058350
	Iteration 0F: 3 clusters Score -3493199 nChanged 26703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3508730.500000 Penalty: 3558.058350
	Iteration 1F: 3 clusters Score -3508730 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -3509638.500000 Penalty: 3558.058350
	Iteration 2Q: 3 clusters Score -3509638 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -3510963.500000 Penalty: 3558.058350
	Iteration 3Q: 3 clusters Score -3510964 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -3512825.250000 Penalty: 3558.058350
	Iteration 4F: 3 clusters Score -3512825 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -3515199.000000 Penalty: 3558.058350
	Iteration 5F: 3 clusters Score -3515199 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -3518068.250000 Penalty: 3558.058350
	Iteration 6F: 3 clusters Score -3518068 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -3521190.000000 Penalty: 3558.058350
	Iteration 7F: 3 clusters Score -3521190 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -3524244.250000 Penalty: 3558.058350
	Iteration 8F: 3 clusters Score -3524244 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -3526605.000000 Penalty: 3558.058350
	Iteration 9Q: 3 clusters Score -3526605 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -3528079.000000 Penalty: 3558.058350
	Iteration 10Q: 3 clusters Score -3528079 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -3528799.250000 Penalty: 3558.058350
	Iteration 11Q: 3 clusters Score -3528799 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -3529138.750000 Penalty: 3558.058350
	Iteration 12Q: 3 clusters Score -3529139 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -3529300.250000 Penalty: 3558.058350
	Iteration 13Q: 3 clusters Score -3529300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -3529392.000000 Penalty: 3558.058350
	Iteration 14Q: 3 clusters Score -3529392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -3529461.750000 Penalty: 3558.058350
	Iteration 15Q: 3 clusters Score -3529462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -3529488.000000 Penalty: 3558.058350
	Iteration 16Q: 3 clusters Score -3529488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -3529503.500000 Penalty: 3558.058350
	Iteration 17Q: 3 clusters Score -3529504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -3529526.250000 Penalty: 3558.058350
	Iteration 18Q: 3 clusters Score -3529526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -3529540.000000 Penalty: 3558.058350
	Iteration 19Q: 3 clusters Score -3529540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -3529548.250000 Penalty: 3558.058350
	Iteration 20F: 3 clusters Score -3529548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -3529561.000000 Penalty: 3558.058350
	Iteration 21Q: 3 clusters Score -3529561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -3529576.250000 Penalty: 3558.058350
	Iteration 22Q: 3 clusters Score -3529576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -3529581.500000 Penalty: 3558.058350
	Iteration 23Q: 3 clusters Score -3529582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -3529587.000000 Penalty: 3558.058350
	Iteration 24Q: 3 clusters Score -3529587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -3529593.750000 Penalty: 3558.058350
	Iteration 25Q: 3 clusters Score -3529594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -3529600.250000 Penalty: 3558.058350
	Iteration 26Q: 3 clusters Score -3529600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -3529596.500000 Penalty: 3558.058350
	Iteration 27Q: 3 clusters Score -3529596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -3529595.750000 Penalty: 3558.058350
	Iteration 28Q: 3 clusters Score -3529596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -3529598.750000 Penalty: 3558.058350
	Iteration 29Q: 3 clusters Score -3529599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -3529598.250000 Penalty: 3558.058350
	Iteration 30Q: 3 clusters Score -3529598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -3529602.500000 Penalty: 3558.058350
	Iteration 31Q: 3 clusters Score -3529602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -3529600.000000 Penalty: 3558.058350
	Iteration 32Q: 3 clusters Score -3529600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -3529603.000000 Penalty: 3558.058350
	Iteration 33Q: 3 clusters Score -3529603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -3529608.500000 Penalty: 3558.058350
	Iteration 34Q: 3 clusters Score -3529608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -3529611.500000 Penalty: 3558.058350
	Iteration 35Q: 3 clusters Score -3529612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -3529610.250000 Penalty: 3558.058350
	Iteration 36Q: 3 clusters Score -3529610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -3529610.250000 Penalty: 3558.058350
	Iteration 37F: 3 clusters Score -3529610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 4 contains 10011 members 
Mstep: Class 5 contains 36140 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 21571 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 32813 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 6821 members 
Mstep: Class 19 contains 56833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26918442.000000 Penalty: 46602.589844
Iteration 39Q: 23 clusters Score -2.691844e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 155848 members 
Mstep: Class 2 contains 1275 members 
Mstep: Class 3 contains 12743 members 
Mstep: Class 4 contains 9921 members 
Mstep: Class 5 contains 35852 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 18248 members 
Mstep: Class 8 contains 21599 members 
Mstep: Class 9 contains 4342 members 
Mstep: Class 10 contains 33036 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 9693 members 
Mstep: Class 13 contains 26515 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 12686 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 58130 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 28353 members 
Mstep: Class 22 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26921610.000000 Penalty: 46602.589844
Iteration 40F: 23 clusters Score -2.692161e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 154070 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 12790 members 
Mstep: Class 4 contains 9807 members 
Mstep: Class 5 contains 35546 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 18717 members 
Mstep: Class 8 contains 21587 members 
Mstep: Class 9 contains 4412 members 
Mstep: Class 10 contains 33072 members 
Mstep: Class 11 contains 3452 members 
Mstep: Class 12 contains 10262 members 
Mstep: Class 13 contains 26635 members 
Mstep: Class 14 contains 3960 members 
Mstep: Class 15 contains 12263 members 
Mstep: Class 16 contains 1907 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6701 members 
Mstep: Class 19 contains 59487 members 
Mstep: Class 20 contains 2183 members 
Mstep: Class 21 contains 27654 members 
Mstep: Class 22 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26923502.000000 Penalty: 46602.589844
Iteration 41Q: 23 clusters Score -2.69235e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152219 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 12835 members 
Mstep: Class 4 contains 9768 members 
Mstep: Class 5 contains 35254 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 21510 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 33325 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 10733 members 
Mstep: Class 13 contains 26756 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 11933 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 6298 members 
Mstep: Class 18 contains 6684 members 
Mstep: Class 19 contains 60791 members 
Mstep: Class 20 contains 2314 members 
Mstep: Class 21 contains 27012 members 
Mstep: Class 22 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26924878.000000 Penalty: 46602.589844
Iteration 42Q: 23 clusters Score -2.692488e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 12886 members 
Mstep: Class 4 contains 9755 members 
Mstep: Class 5 contains 34961 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 19530 members 
Mstep: Class 8 contains 21459 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 33704 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 11176 members 
Mstep: Class 13 contains 26868 members 
Mstep: Class 14 contains 4137 members 
Mstep: Class 15 contains 11612 members 
Mstep: Class 16 contains 1976 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 6666 members 
Mstep: Class 19 contains 62101 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 26451 members 
Mstep: Class 22 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26925956.000000 Penalty: 46602.589844
Iteration 43Q: 23 clusters Score -2.692596e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148168 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 34686 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 7 contains 19876 members 
Mstep: Class 8 contains 21435 members 
Mstep: Class 9 contains 4685 members 
Mstep: Class 10 contains 34129 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 26981 members 
Mstep: Class 14 contains 4208 members 
Mstep: Class 15 contains 11363 members 
Mstep: Class 16 contains 2000 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 19 contains 63405 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 25919 members 
Mstep: Class 22 contains 2318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26927150.000000 Penalty: 46602.589844
Iteration 44Q: 23 clusters Score -2.692715e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145894 members 
Mstep: Class 2 contains 1274 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 9847 members 
Mstep: Class 5 contains 34403 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 20180 members 
Mstep: Class 8 contains 21355 members 
Mstep: Class 9 contains 4792 members 
Mstep: Class 10 contains 34655 members 
Mstep: Class 11 contains 3765 members 
Mstep: Class 12 contains 11982 members 
Mstep: Class 13 contains 27112 members 
Mstep: Class 14 contains 4272 members 
Mstep: Class 15 contains 11165 members 
Mstep: Class 16 contains 2007 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 6649 members 
Mstep: Class 19 contains 64864 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 25421 members 
Mstep: Class 22 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26928206.000000 Penalty: 46602.589844
Iteration 45Q: 23 clusters Score -2.692821e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143375 members 
Mstep: Class 2 contains 1275 members 
Mstep: Class 3 contains 13056 members 
Mstep: Class 4 contains 9962 members 
Mstep: Class 5 contains 34143 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 20437 members 
Mstep: Class 8 contains 21234 members 
Mstep: Class 9 contains 4901 members 
Mstep: Class 10 contains 35365 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 12357 members 
Mstep: Class 13 contains 27255 members 
Mstep: Class 14 contains 4319 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 2008 members 
Mstep: Class 17 contains 6401 members 
Mstep: Class 18 contains 6647 members 
Mstep: Class 19 contains 66358 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 24983 members 
Mstep: Class 22 contains 2490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26929294.000000 Penalty: 46602.589844
Iteration 46Q: 23 clusters Score -2.692929e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140729 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 13086 members 
Mstep: Class 4 contains 10149 members 
Mstep: Class 5 contains 33862 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 20688 members 
Mstep: Class 8 contains 21073 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 36223 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 12685 members 
Mstep: Class 13 contains 27403 members 
Mstep: Class 14 contains 4349 members 
Mstep: Class 15 contains 10865 members 
Mstep: Class 16 contains 2009 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 6634 members 
Mstep: Class 19 contains 67874 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 24557 members 
Mstep: Class 22 contains 2568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26930732.000000 Penalty: 46602.589844
Iteration 47Q: 23 clusters Score -2.693073e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138059 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 13114 members 
Mstep: Class 4 contains 10399 members 
Mstep: Class 5 contains 33549 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 20921 members 
Mstep: Class 8 contains 20921 members 
Mstep: Class 9 contains 5201 members 
Mstep: Class 10 contains 37102 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 12940 members 
Mstep: Class 13 contains 27525 members 
Mstep: Class 14 contains 4368 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 17 contains 6436 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 69448 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 24139 members 
Mstep: Class 22 contains 2643 members 
Entering Unmasked Estep 
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Score: -26932176.000000 Penalty: 46602.589844
Iteration 48Q: 23 clusters Score -2.693218e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135363 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 13127 members 
Mstep: Class 4 contains 10728 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 4548 members 
Mstep: Class 7 contains 21108 members 
Mstep: Class 8 contains 20782 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 38025 members 
Mstep: Class 11 contains 3743 members 
Mstep: Class 12 contains 13141 members 
Mstep: Class 13 contains 27638 members 
Mstep: Class 14 contains 4389 members 
Mstep: Class 15 contains 10642 members 
Mstep: Class 16 contains 2007 members 
Mstep: Class 17 contains 6463 members 
Mstep: Class 18 contains 6618 members 
Mstep: Class 19 contains 71019 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 23754 members 
Mstep: Class 22 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26933484.000000 Penalty: 46602.589844
Iteration 49Q: 23 clusters Score -2.693348e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132644 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 13130 members 
Mstep: Class 4 contains 11148 members 
Mstep: Class 5 contains 32874 members 
Mstep: Class 6 contains 4556 members 
Mstep: Class 7 contains 21303 members 
Mstep: Class 8 contains 20597 members 
Mstep: Class 9 contains 5558 members 
Mstep: Class 10 contains 38890 members 
Mstep: Class 11 contains 3731 members 
Mstep: Class 12 contains 13329 members 
Mstep: Class 13 contains 27738 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 10555 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 6484 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 72678 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 23354 members 
Mstep: Class 22 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26935194.000000 Penalty: 46602.589844
Iteration 50Q: 23 clusters Score -2.693519e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129850 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 13164 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 32517 members 
Mstep: Class 6 contains 4565 members 
Mstep: Class 7 contains 21472 members 
Mstep: Class 8 contains 20417 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 39660 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 13487 members 
Mstep: Class 13 contains 27861 members 
Mstep: Class 14 contains 4421 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 6500 members 
Mstep: Class 18 contains 6618 members 
Mstep: Class 19 contains 74315 members 
Mstep: Class 20 contains 2851 members 
Mstep: Class 21 contains 22976 members 
Mstep: Class 22 contains 2838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26936690.000000 Penalty: 46602.589844
Iteration 51Q: 23 clusters Score -2.693669e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 1274 members 
Mstep: Class 3 contains 13177 members 
Mstep: Class 4 contains 12536 members 
Mstep: Class 5 contains 32170 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 7 contains 21633 members 
Mstep: Class 8 contains 20208 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 40377 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 13646 members 
Mstep: Class 13 contains 27989 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 1981 members 
Mstep: Class 17 contains 6523 members 
Mstep: Class 18 contains 6613 members 
Mstep: Class 19 contains 75966 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 22625 members 
Mstep: Class 22 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26938364.000000 Penalty: 46602.589844
Iteration 52Q: 23 clusters Score -2.693836e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124091 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 13187 members 
Mstep: Class 4 contains 13443 members 
Mstep: Class 5 contains 31814 members 
Mstep: Class 6 contains 4622 members 
Mstep: Class 7 contains 21768 members 
Mstep: Class 8 contains 19982 members 
Mstep: Class 9 contains 6066 members 
Mstep: Class 10 contains 40989 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 13750 members 
Mstep: Class 13 contains 28137 members 
Mstep: Class 14 contains 4439 members 
Mstep: Class 15 contains 10320 members 
Mstep: Class 16 contains 1970 members 
Mstep: Class 17 contains 6522 members 
Mstep: Class 18 contains 6607 members 
Mstep: Class 19 contains 77669 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 21 contains 22296 members 
Mstep: Class 22 contains 2960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940174.000000 Penalty: 46602.589844
Iteration 53Q: 23 clusters Score -2.694017e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121302 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 13184 members 
Mstep: Class 4 contains 14430 members 
Mstep: Class 5 contains 31475 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 21916 members 
Mstep: Class 8 contains 19728 members 
Mstep: Class 9 contains 6221 members 
Mstep: Class 10 contains 41517 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 13840 members 
Mstep: Class 13 contains 28280 members 
Mstep: Class 14 contains 4442 members 
Mstep: Class 15 contains 10265 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 17 contains 6526 members 
Mstep: Class 18 contains 6608 members 
Mstep: Class 19 contains 79306 members 
Mstep: Class 20 contains 2868 members 
Mstep: Class 21 contains 21968 members 
Mstep: Class 22 contains 3013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941934.000000 Penalty: 46602.589844
Iteration 54Q: 23 clusters Score -2.694193e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 1264 members 
Mstep: Class 3 contains 13194 members 
Mstep: Class 4 contains 15474 members 
Mstep: Class 5 contains 31152 members 
Mstep: Class 6 contains 4684 members 
Mstep: Class 7 contains 22061 members 
Mstep: Class 8 contains 19475 members 
Mstep: Class 9 contains 6355 members 
Mstep: Class 10 contains 41981 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 13971 members 
Mstep: Class 13 contains 28415 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 10192 members 
Mstep: Class 16 contains 1949 members 
Mstep: Class 17 contains 6525 members 
Mstep: Class 18 contains 6601 members 
Mstep: Class 19 contains 80761 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 21636 members 
Mstep: Class 22 contains 3053 members 
Entering Unmasked Estep 
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Score: -26943310.000000 Penalty: 46602.589844
Iteration 55Q: 23 clusters Score -2.694331e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 116471 members 
Mstep: Class 2 contains 1264 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 16413 members 
Mstep: Class 5 contains 30844 members 
Mstep: Class 6 contains 4719 members 
Mstep: Class 7 contains 22187 members 
Mstep: Class 8 contains 19213 members 
Mstep: Class 9 contains 6488 members 
Mstep: Class 10 contains 42333 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 14053 members 
Mstep: Class 13 contains 28526 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 15 contains 10130 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 6516 members 
Mstep: Class 18 contains 6598 members 
Mstep: Class 19 contains 82164 members 
Mstep: Class 20 contains 2869 members 
Mstep: Class 21 contains 21346 members 
Mstep: Class 22 contains 3091 members 
Entering Unmasked Estep 
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Score: -26944552.000000 Penalty: 46602.589844
Iteration 56Q: 23 clusters Score -2.694455e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 1263 members 
Mstep: Class 3 contains 13127 members 
Mstep: Class 4 contains 17318 members 
Mstep: Class 5 contains 30599 members 
Mstep: Class 6 contains 4731 members 
Mstep: Class 7 contains 22316 members 
Mstep: Class 8 contains 18964 members 
Mstep: Class 9 contains 6625 members 
Mstep: Class 10 contains 42611 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 14142 members 
Mstep: Class 13 contains 28640 members 
Mstep: Class 14 contains 4453 members 
Mstep: Class 15 contains 10079 members 
Mstep: Class 16 contains 1919 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 6593 members 
Mstep: Class 19 contains 83393 members 
Mstep: Class 20 contains 2876 members 
Mstep: Class 21 contains 21057 members 
Mstep: Class 22 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945496.000000 Penalty: 46602.589844
Iteration 57Q: 23 clusters Score -2.69455e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 13072 members 
Mstep: Class 4 contains 18116 members 
Mstep: Class 5 contains 30405 members 
Mstep: Class 6 contains 4736 members 
Mstep: Class 7 contains 22429 members 
Mstep: Class 8 contains 18699 members 
Mstep: Class 9 contains 6749 members 
Mstep: Class 10 contains 42853 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 14206 members 
Mstep: Class 13 contains 28751 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 10036 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 6498 members 
Mstep: Class 18 contains 6590 members 
Mstep: Class 19 contains 84500 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 20789 members 
Mstep: Class 22 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26946148.000000 Penalty: 46602.589844
Iteration 58Q: 23 clusters Score -2.694615e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 13024 members 
Mstep: Class 4 contains 18809 members 
Mstep: Class 5 contains 30228 members 
Mstep: Class 6 contains 4736 members 
Mstep: Class 7 contains 22534 members 
Mstep: Class 8 contains 18450 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 43031 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 14249 members 
Mstep: Class 13 contains 28872 members 
Mstep: Class 14 contains 4452 members 
Mstep: Class 15 contains 9998 members 
Mstep: Class 16 contains 1881 members 
Mstep: Class 17 contains 6472 members 
Mstep: Class 18 contains 6583 members 
Mstep: Class 19 contains 85443 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 20539 members 
Mstep: Class 22 contains 3196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26946568.000000 Penalty: 46602.589844
Iteration 59Q: 23 clusters Score -2.694657e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 110126 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 19379 members 
Mstep: Class 5 contains 30077 members 
Mstep: Class 6 contains 4737 members 
Mstep: Class 7 contains 22622 members 
Mstep: Class 8 contains 18242 members 
Mstep: Class 9 contains 6987 members 
Mstep: Class 10 contains 43175 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 28933 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 15 contains 9968 members 
Mstep: Class 16 contains 1880 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 86284 members 
Mstep: Class 20 contains 2872 members 
Mstep: Class 21 contains 20298 members 
Mstep: Class 22 contains 3220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26946892.000000 Penalty: 46602.589844
Iteration 60F: 23 clusters Score -2.694689e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 109132 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 12950 members 
Mstep: Class 4 contains 19971 members 
Mstep: Class 5 contains 29932 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 22698 members 
Mstep: Class 8 contains 18037 members 
Mstep: Class 9 contains 7155 members 
Mstep: Class 10 contains 43297 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 14270 members 
Mstep: Class 13 contains 29004 members 
Mstep: Class 14 contains 4450 members 
Mstep: Class 15 contains 9902 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 6581 members 
Mstep: Class 19 contains 86964 members 
Mstep: Class 20 contains 2863 members 
Mstep: Class 21 contains 20026 members 
Mstep: Class 22 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947098.000000 Penalty: 46602.589844
Iteration 61Q: 23 clusters Score -2.69471e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 108296 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 29803 members 
Mstep: Class 6 contains 4739 members 
Mstep: Class 7 contains 22767 members 
Mstep: Class 8 contains 17833 members 
Mstep: Class 9 contains 7323 members 
Mstep: Class 10 contains 43367 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 14265 members 
Mstep: Class 13 contains 29070 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 6580 members 
Mstep: Class 19 contains 87607 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 19779 members 
Mstep: Class 22 contains 3282 members 
Entering Unmasked Estep 
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Score: -26947488.000000 Penalty: 46602.589844
Iteration 62Q: 23 clusters Score -2.694749e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 107593 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 12874 members 
Mstep: Class 4 contains 20923 members 
Mstep: Class 5 contains 29694 members 
Mstep: Class 6 contains 4724 members 
Mstep: Class 7 contains 22836 members 
Mstep: Class 8 contains 17648 members 
Mstep: Class 9 contains 7443 members 
Mstep: Class 10 contains 43411 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 14270 members 
Mstep: Class 13 contains 29135 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 6404 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 88177 members 
Mstep: Class 20 contains 2850 members 
Mstep: Class 21 contains 19563 members 
Mstep: Class 22 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947816.000000 Penalty: 46602.589844
Iteration 63Q: 23 clusters Score -2.694782e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 12851 members 
Mstep: Class 4 contains 21328 members 
Mstep: Class 5 contains 29628 members 
Mstep: Class 6 contains 4711 members 
Mstep: Class 7 contains 22899 members 
Mstep: Class 8 contains 17470 members 
Mstep: Class 9 contains 7554 members 
Mstep: Class 10 contains 43437 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 14278 members 
Mstep: Class 13 contains 29189 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 88683 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 19358 members 
Mstep: Class 22 contains 3319 members 
Entering Unmasked Estep 
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Score: -26948126.000000 Penalty: 46602.589844
Iteration 64Q: 23 clusters Score -2.694813e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 12806 members 
Mstep: Class 4 contains 21664 members 
Mstep: Class 5 contains 29552 members 
Mstep: Class 6 contains 4698 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 17323 members 
Mstep: Class 9 contains 7653 members 
Mstep: Class 10 contains 43432 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 14266 members 
Mstep: Class 13 contains 29230 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 9727 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 6573 members 
Mstep: Class 19 contains 89156 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 19180 members 
Mstep: Class 22 contains 3334 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -2.694821e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 106096 members 
Mstep: Class 2 contains 1264 members 
Mstep: Class 3 contains 12776 members 
Mstep: Class 4 contains 21929 members 
Mstep: Class 5 contains 29499 members 
Mstep: Class 6 contains 4688 members 
Mstep: Class 7 contains 23008 members 
Mstep: Class 8 contains 17177 members 
Mstep: Class 9 contains 7747 members 
Mstep: Class 10 contains 43421 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 29264 members 
Mstep: Class 14 contains 4432 members 
Mstep: Class 15 contains 9691 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 6570 members 
Mstep: Class 19 contains 89595 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 19015 members 
Mstep: Class 22 contains 3354 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -2.694831e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 105804 members 
Mstep: Class 2 contains 1261 members 
Mstep: Class 3 contains 12755 members 
Mstep: Class 4 contains 22178 members 
Mstep: Class 5 contains 29449 members 
Mstep: Class 6 contains 4684 members 
Mstep: Class 7 contains 23045 members 
Mstep: Class 8 contains 17015 members 
Mstep: Class 9 contains 7830 members 
Mstep: Class 10 contains 43403 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 14238 members 
Mstep: Class 13 contains 29286 members 
Mstep: Class 14 contains 4432 members 
Mstep: Class 15 contains 9647 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 6572 members 
Mstep: Class 19 contains 89988 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 18871 members 
Mstep: Class 22 contains 3364 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -2.69485e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 12725 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 29410 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 23076 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 7908 members 
Mstep: Class 10 contains 43347 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 14207 members 
Mstep: Class 13 contains 29301 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 15 contains 9628 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 6311 members 
Mstep: Class 18 contains 6573 members 
Mstep: Class 19 contains 90373 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 18738 members 
Mstep: Class 22 contains 3374 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -2.69486e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 1256 members 
Mstep: Class 3 contains 12712 members 
Mstep: Class 4 contains 22480 members 
Mstep: Class 5 contains 29379 members 
Mstep: Class 6 contains 4671 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 16763 members 
Mstep: Class 9 contains 7982 members 
Mstep: Class 10 contains 43304 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 14181 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 4424 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 1804 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 6572 members 
Mstep: Class 19 contains 90700 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 18616 members 
Mstep: Class 22 contains 3403 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -2.694863e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 1253 members 
Mstep: Class 3 contains 12698 members 
Mstep: Class 4 contains 22566 members 
Mstep: Class 5 contains 29351 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 23181 members 
Mstep: Class 8 contains 16654 members 
Mstep: Class 9 contains 8049 members 
Mstep: Class 10 contains 43235 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 14163 members 
Mstep: Class 13 contains 29299 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 9584 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 91033 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 18499 members 
Mstep: Class 22 contains 3424 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -2.694873e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 105096 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 12678 members 
Mstep: Class 4 contains 22633 members 
Mstep: Class 5 contains 29327 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 23231 members 
Mstep: Class 8 contains 16539 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 10 contains 43178 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 29300 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 9581 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 6275 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 91351 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 18392 members 
Mstep: Class 22 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26948916.000000 Penalty: 46602.589844
Iteration 71Q: 23 clusters Score -2.694892e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 105019 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 12663 members 
Mstep: Class 4 contains 22701 members 
Mstep: Class 5 contains 29297 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 23284 members 
Mstep: Class 8 contains 16412 members 
Mstep: Class 9 contains 8170 members 
Mstep: Class 10 contains 43099 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 14090 members 
Mstep: Class 13 contains 29303 members 
Mstep: Class 14 contains 4412 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 6584 members 
Mstep: Class 19 contains 91675 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 18287 members 
Mstep: Class 22 contains 3448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26948960.000000 Penalty: 46602.589844
Iteration 72Q: 23 clusters Score -2.694896e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 1248 members 
Mstep: Class 3 contains 12649 members 
Mstep: Class 4 contains 22747 members 
Mstep: Class 5 contains 29274 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 23326 members 
Mstep: Class 8 contains 16302 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 43006 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 14054 members 
Mstep: Class 13 contains 29299 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 9596 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 6590 members 
Mstep: Class 19 contains 91997 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 18185 members 
Mstep: Class 22 contains 3449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949074.000000 Penalty: 46602.589844
Iteration 73Q: 23 clusters Score -2.694907e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 12621 members 
Mstep: Class 4 contains 22797 members 
Mstep: Class 5 contains 29257 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 23362 members 
Mstep: Class 8 contains 16178 members 
Mstep: Class 9 contains 8271 members 
Mstep: Class 10 contains 42935 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 14028 members 
Mstep: Class 13 contains 29285 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 9617 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 6239 members 
Mstep: Class 18 contains 6593 members 
Mstep: Class 19 contains 92319 members 
Mstep: Class 20 contains 2818 members 
Mstep: Class 21 contains 18092 members 
Mstep: Class 22 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949118.000000 Penalty: 46602.589844
Iteration 74Q: 23 clusters Score -2.694912e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 1248 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 22842 members 
Mstep: Class 5 contains 29241 members 
Mstep: Class 6 contains 4655 members 
Mstep: Class 7 contains 23383 members 
Mstep: Class 8 contains 16063 members 
Mstep: Class 9 contains 8307 members 
Mstep: Class 10 contains 42857 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 14003 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 4391 members 
Mstep: Class 15 contains 9643 members 
Mstep: Class 16 contains 1746 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 6596 members 
Mstep: Class 19 contains 92633 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 18008 members 
Mstep: Class 22 contains 3439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949186.000000 Penalty: 46602.589844
Iteration 75Q: 23 clusters Score -2.694919e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104764 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12563 members 
Mstep: Class 4 contains 22875 members 
Mstep: Class 5 contains 29230 members 
Mstep: Class 6 contains 4649 members 
Mstep: Class 7 contains 23424 members 
Mstep: Class 8 contains 15939 members 
Mstep: Class 9 contains 8346 members 
Mstep: Class 10 contains 42791 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 12 contains 13987 members 
Mstep: Class 13 contains 29264 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 9664 members 
Mstep: Class 16 contains 1736 members 
Mstep: Class 17 contains 6229 members 
Mstep: Class 18 contains 6599 members 
Mstep: Class 19 contains 92938 members 
Mstep: Class 20 contains 2828 members 
Mstep: Class 21 contains 17897 members 
Mstep: Class 22 contains 3428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949162.000000 Penalty: 46602.589844
Iteration 76Q: 23 clusters Score -2.694916e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104697 members 
Mstep: Class 2 contains 1253 members 
Mstep: Class 3 contains 12549 members 
Mstep: Class 4 contains 22908 members 
Mstep: Class 5 contains 29221 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 23460 members 
Mstep: Class 8 contains 15822 members 
Mstep: Class 9 contains 8392 members 
Mstep: Class 10 contains 42728 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13971 members 
Mstep: Class 13 contains 29252 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 6228 members 
Mstep: Class 18 contains 6601 members 
Mstep: Class 19 contains 93235 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 17802 members 
Mstep: Class 22 contains 3420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949196.000000 Penalty: 46602.589844
Iteration 77Q: 23 clusters Score -2.69492e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12534 members 
Mstep: Class 4 contains 22930 members 
Mstep: Class 5 contains 29215 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 23486 members 
Mstep: Class 8 contains 15725 members 
Mstep: Class 9 contains 8439 members 
Mstep: Class 10 contains 42649 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13944 members 
Mstep: Class 13 contains 29231 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 9669 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 6604 members 
Mstep: Class 19 contains 93526 members 
Mstep: Class 20 contains 2830 members 
Mstep: Class 21 contains 17709 members 
Mstep: Class 22 contains 3415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949204.000000 Penalty: 46602.589844
Iteration 78Q: 23 clusters Score -2.69492e+07 nChanged 608
Entering ConstructFrom: 
Score: -26949204.000000 Penalty: 46602.589844
Entering ConstructFrom: 
Trying to split cluster 1 (104615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Entering Unmasked Estep 
Score: -6446551.500000 Penalty: 1878.181885
	Iteration 0F: 2 clusters Score -6446552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -6376431.000000 Penalty: 3756.363770
	Iteration 0F: 3 clusters Score -6376431 nChanged 50207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -6405759.000000 Penalty: 3756.363770
	Iteration 1F: 3 clusters Score -6405759 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6406837.500000 Penalty: 3756.363770
	Iteration 2Q: 3 clusters Score -6406838 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -6408226.000000 Penalty: 3756.363770
	Iteration 3Q: 3 clusters Score -6408226 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -6410257.500000 Penalty: 3756.363770
	Iteration 4Q: 3 clusters Score -6410258 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -6412848.000000 Penalty: 3756.363770
	Iteration 5F: 3 clusters Score -6412848 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -6416041.000000 Penalty: 3756.363770
	Iteration 6F: 3 clusters Score -6416041 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -6419637.000000 Penalty: 3756.363770
	Iteration 7F: 3 clusters Score -6419637 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -6423830.000000 Penalty: 3756.363770
	Iteration 8F: 3 clusters Score -6423830 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -6428657.500000 Penalty: 3756.363770
	Iteration 9F: 3 clusters Score -6428658 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -6433610.500000 Penalty: 3756.363770
	Iteration 10F: 3 clusters Score -6433610 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -6437901.500000 Penalty: 3756.363770
	Iteration 11F: 3 clusters Score -6437902 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99089 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -6441015.000000 Penalty: 3756.363770
	Iteration 12Q: 3 clusters Score -6441015 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -6442843.500000 Penalty: 3756.363770
	Iteration 13Q: 3 clusters Score -6442844 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102871 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6443845.000000 Penalty: 3756.363770
	Iteration 14Q: 3 clusters Score -6443845 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6444325.500000 Penalty: 3756.363770
	Iteration 15Q: 3 clusters Score -6444326 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6444580.000000 Penalty: 3756.363770
	Iteration 16Q: 3 clusters Score -6444580 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104068 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6444689.500000 Penalty: 3756.363770
	Iteration 17Q: 3 clusters Score -6444690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104152 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6444766.500000 Penalty: 3756.363770
	Iteration 18Q: 3 clusters Score -6444766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6444816.500000 Penalty: 3756.363770
	Iteration 19Q: 3 clusters Score -6444816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104238 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6444867.000000 Penalty: 3756.363770
	Iteration 20F: 3 clusters Score -6444867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6444892.000000 Penalty: 3756.363770
	Iteration 21Q: 3 clusters Score -6444892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104266 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6444915.500000 Penalty: 3756.363770
	Iteration 22Q: 3 clusters Score -6444916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104269 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6444926.000000 Penalty: 3756.363770
	Iteration 23Q: 3 clusters Score -6444926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104273 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6444934.500000 Penalty: 3756.363770
	Iteration 24Q: 3 clusters Score -6444934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104276 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6444942.000000 Penalty: 3756.363770
	Iteration 25Q: 3 clusters Score -6444942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6444947.500000 Penalty: 3756.363770
	Iteration 26Q: 3 clusters Score -6444948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104280 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6444957.000000 Penalty: 3756.363770
	Iteration 27Q: 3 clusters Score -6444957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104286 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6444958.500000 Penalty: 3756.363770
	Iteration 28Q: 3 clusters Score -6444958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6444954.500000 Penalty: 3756.363770
	Iteration 29Q: 3 clusters Score -6444954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6444959.000000 Penalty: 3756.363770
	Iteration 30Q: 3 clusters Score -6444959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6444960.000000 Penalty: 3756.363770
	Iteration 31Q: 3 clusters Score -6444960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6444960.000000 Penalty: 3756.363770
	Iteration 32Q: 3 clusters Score -6444960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6444960.000000 Penalty: 3756.363770
	Iteration 33F: 3 clusters Score -6444960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -68143.132812 Penalty: 1158.771118
	Iteration 0F: 2 clusters Score -68143.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -66525.195312 Penalty: 2317.542236
	Iteration 0F: 3 clusters Score -66525.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -66845.890625 Penalty: 2317.542236
	Iteration 1F: 3 clusters Score -66845.89 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -66926.734375 Penalty: 2317.542236
	Iteration 2F: 3 clusters Score -66926.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -66965.382812 Penalty: 2317.542236
	Iteration 3Q: 3 clusters Score -66965.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -67000.585938 Penalty: 2317.542236
	Iteration 4Q: 3 clusters Score -67000.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -67018.585938 Penalty: 2317.542236
	Iteration 5Q: 3 clusters Score -67018.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -67031.054688 Penalty: 2317.542236
	Iteration 6Q: 3 clusters Score -67031.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -67040.140625 Penalty: 2317.542236
	Iteration 7Q: 3 clusters Score -67040.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -67045.445312 Penalty: 2317.542236
	Iteration 8Q: 3 clusters Score -67045.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -67049.835938 Penalty: 2317.542236
	Iteration 9Q: 3 clusters Score -67049.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -67061.703125 Penalty: 2317.542236
	Iteration 10Q: 3 clusters Score -67061.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -67078.281250 Penalty: 2317.542236
	Iteration 11Q: 3 clusters Score -67078.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -67089.601562 Penalty: 2317.542236
	Iteration 12Q: 3 clusters Score -67089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -67101.593750 Penalty: 2317.542236
	Iteration 13Q: 3 clusters Score -67101.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -67114.765625 Penalty: 2317.542236
	Iteration 14Q: 3 clusters Score -67114.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -67125.945312 Penalty: 2317.542236
	Iteration 15Q: 3 clusters Score -67125.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -67140.828125 Penalty: 2317.542236
	Iteration 16Q: 3 clusters Score -67140.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -67156.781250 Penalty: 2317.542236
	Iteration 17Q: 3 clusters Score -67156.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -67173.343750 Penalty: 2317.542236
	Iteration 18Q: 3 clusters Score -67173.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -67181.453125 Penalty: 2317.542236
	Iteration 19Q: 3 clusters Score -67181.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -67188.734375 Penalty: 2317.542236
	Iteration 20F: 3 clusters Score -67188.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -67197.593750 Penalty: 2317.542236
	Iteration 21Q: 3 clusters Score -67197.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -67207.242188 Penalty: 2317.542236
	Iteration 22Q: 3 clusters Score -67207.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -67214.328125 Penalty: 2317.542236
	Iteration 23Q: 3 clusters Score -67214.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -67219.468750 Penalty: 2317.542236
	Iteration 24Q: 3 clusters Score -67219.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -67223.437500 Penalty: 2317.542236
	Iteration 25Q: 3 clusters Score -67223.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -67228.476562 Penalty: 2317.542236
	Iteration 26Q: 3 clusters Score -67228.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -67232.054688 Penalty: 2317.542236
	Iteration 27Q: 3 clusters Score -67232.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -67238.281250 Penalty: 2317.542236
	Iteration 28Q: 3 clusters Score -67238.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -67240.906250 Penalty: 2317.542236
	Iteration 29Q: 3 clusters Score -67240.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -67241.609375 Penalty: 2317.542236
	Iteration 30Q: 3 clusters Score -67241.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -67243.898438 Penalty: 2317.542236
	Iteration 31Q: 3 clusters Score -67243.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -67248.109375 Penalty: 2317.542236
	Iteration 32Q: 3 clusters Score -67248.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -67250.406250 Penalty: 2317.542236
	Iteration 33Q: 3 clusters Score -67250.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -67253.875000 Penalty: 2317.542236
	Iteration 34Q: 3 clusters Score -67253.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -67256.835938 Penalty: 2317.542236
	Iteration 35Q: 3 clusters Score -67256.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -67262.085938 Penalty: 2317.542236
	Iteration 36Q: 3 clusters Score -67262.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -67266.546875 Penalty: 2317.542236
	Iteration 37Q: 3 clusters Score -67266.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -67271.757812 Penalty: 2317.542236
	Iteration 38Q: 3 clusters Score -67271.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -67273.750000 Penalty: 2317.542236
	Iteration 39Q: 3 clusters Score -67273.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -67275.023438 Penalty: 2317.542236
	Iteration 40F: 3 clusters Score -67275.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -67275.390625 Penalty: 2317.542236
	Iteration 41Q: 3 clusters Score -67275.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -67275.390625 Penalty: 2317.542236
	Iteration 42F: 3 clusters Score -67275.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Entering Unmasked Estep 
Score: -782106.750000 Penalty: 1533.135986
	Iteration 0F: 2 clusters Score -782106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -773411.562500 Penalty: 3066.271973
	Iteration 0F: 3 clusters Score -773411.6 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -776316.437500 Penalty: 3066.271973
	Iteration 1F: 3 clusters Score -776316.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -776602.125000 Penalty: 3066.271973
	Iteration 2F: 3 clusters Score -776602.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -776841.750000 Penalty: 3066.271973
	Iteration 3F: 3 clusters Score -776841.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -777033.250000 Penalty: 3066.271973
	Iteration 4Q: 3 clusters Score -777033.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -777209.750000 Penalty: 3066.271973
	Iteration 5Q: 3 clusters Score -777209.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -777397.875000 Penalty: 3066.271973
	Iteration 6Q: 3 clusters Score -777397.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -777606.937500 Penalty: 3066.271973
	Iteration 7Q: 3 clusters Score -777606.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -777842.562500 Penalty: 3066.271973
	Iteration 8Q: 3 clusters Score -777842.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -778154.187500 Penalty: 3066.271973
	Iteration 9Q: 3 clusters Score -778154.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -778542.750000 Penalty: 3066.271973
	Iteration 10Q: 3 clusters Score -778542.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -779000.125000 Penalty: 3066.271973
	Iteration 11Q: 3 clusters Score -779000.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -779400.937500 Penalty: 3066.271973
	Iteration 12Q: 3 clusters Score -779400.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -779760.312500 Penalty: 3066.271973
	Iteration 13Q: 3 clusters Score -779760.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -780073.750000 Penalty: 3066.271973
	Iteration 14Q: 3 clusters Score -780073.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -780327.875000 Penalty: 3066.271973
	Iteration 15Q: 3 clusters Score -780327.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -780526.625000 Penalty: 3066.271973
	Iteration 16Q: 3 clusters Score -780526.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -780663.937500 Penalty: 3066.271973
	Iteration 17Q: 3 clusters Score -780663.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -780771.062500 Penalty: 3066.271973
	Iteration 18Q: 3 clusters Score -780771.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -780860.625000 Penalty: 3066.271973
	Iteration 19Q: 3 clusters Score -780860.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -780920.312500 Penalty: 3066.271973
	Iteration 20F: 3 clusters Score -780920.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -780975.000000 Penalty: 3066.271973
	Iteration 21Q: 3 clusters Score -780975 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -781018.000000 Penalty: 3066.271973
	Iteration 22Q: 3 clusters Score -781018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -781055.687500 Penalty: 3066.271973
	Iteration 23Q: 3 clusters Score -781055.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -781091.187500 Penalty: 3066.271973
	Iteration 24Q: 3 clusters Score -781091.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -781121.125000 Penalty: 3066.271973
	Iteration 25Q: 3 clusters Score -781121.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -781158.187500 Penalty: 3066.271973
	Iteration 26Q: 3 clusters Score -781158.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -781196.000000 Penalty: 3066.271973
	Iteration 27Q: 3 clusters Score -781196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -781225.000000 Penalty: 3066.271973
	Iteration 28Q: 3 clusters Score -781225 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -781254.750000 Penalty: 3066.271973
	Iteration 29Q: 3 clusters Score -781254.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -781289.250000 Penalty: 3066.271973
	Iteration 30Q: 3 clusters Score -781289.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -781312.375000 Penalty: 3066.271973
	Iteration 31Q: 3 clusters Score -781312.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -781339.875000 Penalty: 3066.271973
	Iteration 32Q: 3 clusters Score -781339.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -781373.562500 Penalty: 3066.271973
	Iteration 33Q: 3 clusters Score -781373.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -781395.375000 Penalty: 3066.271973
	Iteration 34Q: 3 clusters Score -781395.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -781409.250000 Penalty: 3066.271973
	Iteration 35Q: 3 clusters Score -781409.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -781413.437500 Penalty: 3066.271973
	Iteration 36Q: 3 clusters Score -781413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -781420.062500 Penalty: 3066.271973
	Iteration 37Q: 3 clusters Score -781420.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -781422.437500 Penalty: 3066.271973
	Iteration 38Q: 3 clusters Score -781422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -781421.375000 Penalty: 3066.271973
	Iteration 39Q: 3 clusters Score -781421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -781421.437500 Penalty: 3066.271973
	Iteration 40F: 3 clusters Score -781421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -781423.187500 Penalty: 3066.271973
	Iteration 41Q: 3 clusters Score -781423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -781423.187500 Penalty: 3066.271973
	Iteration 42F: 3 clusters Score -781423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Entering Unmasked Estep 
Score: -1442730.000000 Penalty: 1631.745117
	Iteration 0F: 2 clusters Score -1442730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1427008.375000 Penalty: 3263.490234
	Iteration 0F: 3 clusters Score -1427008 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1432880.875000 Penalty: 3263.490234
	Iteration 1F: 3 clusters Score -1432881 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1433336.125000 Penalty: 3263.490234
	Iteration 2F: 3 clusters Score -1433336 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1433912.375000 Penalty: 3263.490234
	Iteration 3F: 3 clusters Score -1433912 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1434734.375000 Penalty: 3263.490234
	Iteration 4F: 3 clusters Score -1434734 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1435846.750000 Penalty: 3263.490234
	Iteration 5F: 3 clusters Score -1435847 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1437277.750000 Penalty: 3263.490234
	Iteration 6F: 3 clusters Score -1437278 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1438675.500000 Penalty: 3263.490234
	Iteration 7F: 3 clusters Score -1438676 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -1439804.375000 Penalty: 3263.490234
	Iteration 8F: 3 clusters Score -1439804 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -1440472.250000 Penalty: 3263.490234
	Iteration 9Q: 3 clusters Score -1440472 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -1440872.625000 Penalty: 3263.490234
	Iteration 10Q: 3 clusters Score -1440873 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -1441071.750000 Penalty: 3263.490234
	Iteration 11Q: 3 clusters Score -1441072 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -1441171.500000 Penalty: 3263.490234
	Iteration 12Q: 3 clusters Score -1441172 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -1441245.625000 Penalty: 3263.490234
	Iteration 13Q: 3 clusters Score -1441246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -1441291.625000 Penalty: 3263.490234
	Iteration 14Q: 3 clusters Score -1441292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -1441323.000000 Penalty: 3263.490234
	Iteration 15Q: 3 clusters Score -1441323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -1441348.250000 Penalty: 3263.490234
	Iteration 16Q: 3 clusters Score -1441348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -1441359.875000 Penalty: 3263.490234
	Iteration 17Q: 3 clusters Score -1441360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -1441363.875000 Penalty: 3263.490234
	Iteration 18Q: 3 clusters Score -1441364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -1441372.250000 Penalty: 3263.490234
	Iteration 19Q: 3 clusters Score -1441372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -1441378.000000 Penalty: 3263.490234
	Iteration 20F: 3 clusters Score -1441378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -1441380.375000 Penalty: 3263.490234
	Iteration 21Q: 3 clusters Score -1441380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -1441385.250000 Penalty: 3263.490234
	Iteration 22Q: 3 clusters Score -1441385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -1441390.250000 Penalty: 3263.490234
	Iteration 23Q: 3 clusters Score -1441390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -1441393.625000 Penalty: 3263.490234
	Iteration 24Q: 3 clusters Score -1441394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -1441394.625000 Penalty: 3263.490234
	Iteration 25Q: 3 clusters Score -1441395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -1441393.875000 Penalty: 3263.490234
	Iteration 26Q: 3 clusters Score -1441394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -1441398.750000 Penalty: 3263.490234
	Iteration 27Q: 3 clusters Score -1441399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -1441401.125000 Penalty: 3263.490234
	Iteration 28Q: 3 clusters Score -1441401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -1441402.125000 Penalty: 3263.490234
	Iteration 29Q: 3 clusters Score -1441402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -1441402.625000 Penalty: 3263.490234
	Iteration 30Q: 3 clusters Score -1441403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -1441405.125000 Penalty: 3263.490234
	Iteration 31Q: 3 clusters Score -1441405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -1441406.875000 Penalty: 3263.490234
	Iteration 32Q: 3 clusters Score -1441407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -1441410.500000 Penalty: 3263.490234
	Iteration 33Q: 3 clusters Score -1441410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -1441414.500000 Penalty: 3263.490234
	Iteration 34Q: 3 clusters Score -1441414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -1441416.500000 Penalty: 3263.490234
	Iteration 35Q: 3 clusters Score -1441416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -1441415.625000 Penalty: 3263.490234
	Iteration 36Q: 3 clusters Score -1441416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -1441415.625000 Penalty: 3263.490234
	Iteration 37F: 3 clusters Score -1441416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Entering Unmasked Estep 
Score: -1785472.000000 Penalty: 1670.851562
	Iteration 0F: 2 clusters Score -1785472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1765881.500000 Penalty: 3341.703125
	Iteration 0F: 3 clusters Score -1765882 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1773112.125000 Penalty: 3341.703125
	Iteration 1F: 3 clusters Score -1773112 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1773516.000000 Penalty: 3341.703125
	Iteration 2Q: 3 clusters Score -1773516 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1773934.625000 Penalty: 3341.703125
	Iteration 3Q: 3 clusters Score -1773935 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1774452.375000 Penalty: 3341.703125
	Iteration 4Q: 3 clusters Score -1774452 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1775154.750000 Penalty: 3341.703125
	Iteration 5Q: 3 clusters Score -1775155 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1776118.125000 Penalty: 3341.703125
	Iteration 6F: 3 clusters Score -1776118 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1777306.500000 Penalty: 3341.703125
	Iteration 7F: 3 clusters Score -1777306 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1778506.750000 Penalty: 3341.703125
	Iteration 8F: 3 clusters Score -1778507 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1779558.250000 Penalty: 3341.703125
	Iteration 9F: 3 clusters Score -1779558 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1780483.750000 Penalty: 3341.703125
	Iteration 10Q: 3 clusters Score -1780484 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1781428.500000 Penalty: 3341.703125
	Iteration 11Q: 3 clusters Score -1781428 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1782417.875000 Penalty: 3341.703125
	Iteration 12Q: 3 clusters Score -1782418 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1783271.750000 Penalty: 3341.703125
	Iteration 13Q: 3 clusters Score -1783272 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1783722.500000 Penalty: 3341.703125
	Iteration 14Q: 3 clusters Score -1783722 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1783898.375000 Penalty: 3341.703125
	Iteration 15Q: 3 clusters Score -1783898 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1783971.375000 Penalty: 3341.703125
	Iteration 16Q: 3 clusters Score -1783971 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1783993.875000 Penalty: 3341.703125
	Iteration 17Q: 3 clusters Score -1783994 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1784011.250000 Penalty: 3341.703125
	Iteration 18Q: 3 clusters Score -1784011 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1784022.125000 Penalty: 3341.703125
	Iteration 19Q: 3 clusters Score -1784022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1784022.750000 Penalty: 3341.703125
	Iteration 20F: 3 clusters Score -1784023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1784027.500000 Penalty: 3341.703125
	Iteration 21Q: 3 clusters Score -1784028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1784031.250000 Penalty: 3341.703125
	Iteration 22Q: 3 clusters Score -1784031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1784036.875000 Penalty: 3341.703125
	Iteration 23Q: 3 clusters Score -1784037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1784042.125000 Penalty: 3341.703125
	Iteration 24Q: 3 clusters Score -1784042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1784046.625000 Penalty: 3341.703125
	Iteration 25Q: 3 clusters Score -1784047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1784047.000000 Penalty: 3341.703125
	Iteration 26Q: 3 clusters Score -1784047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1784044.875000 Penalty: 3341.703125
	Iteration 27Q: 3 clusters Score -1784045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1784043.000000 Penalty: 3341.703125
	Iteration 28Q: 3 clusters Score -1784043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1784041.875000 Penalty: 3341.703125
	Iteration 29Q: 3 clusters Score -1784042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1784044.875000 Penalty: 3341.703125
	Iteration 30Q: 3 clusters Score -1784045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1784041.375000 Penalty: 3341.703125
	Iteration 31Q: 3 clusters Score -1784041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1784043.750000 Penalty: 3341.703125
	Iteration 32Q: 3 clusters Score -1784044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1784042.500000 Penalty: 3341.703125
	Iteration 33Q: 3 clusters Score -1784042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1784046.250000 Penalty: 3341.703125
	Iteration 34Q: 3 clusters Score -1784046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1784046.000000 Penalty: 3341.703125
	Iteration 35Q: 3 clusters Score -1784046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1784050.500000 Penalty: 3341.703125
	Iteration 36Q: 3 clusters Score -1784050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1784047.500000 Penalty: 3341.703125
	Iteration 37Q: 3 clusters Score -1784048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1784048.000000 Penalty: 3341.703125
	Iteration 38Q: 3 clusters Score -1784048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1784050.750000 Penalty: 3341.703125
	Iteration 39Q: 3 clusters Score -1784051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1784050.750000 Penalty: 3341.703125
	Iteration 40F: 3 clusters Score -1784051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -252640.671875 Penalty: 1372.495605
	Iteration 0F: 2 clusters Score -252640.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -248869.031250 Penalty: 2744.991211
	Iteration 0F: 3 clusters Score -248869 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -250070.546875 Penalty: 2744.991211
	Iteration 1F: 3 clusters Score -250070.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -250478.609375 Penalty: 2744.991211
	Iteration 2F: 3 clusters Score -250478.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -250829.218750 Penalty: 2744.991211
	Iteration 3F: 3 clusters Score -250829.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -251113.203125 Penalty: 2744.991211
	Iteration 4F: 3 clusters Score -251113.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -251317.640625 Penalty: 2744.991211
	Iteration 5F: 3 clusters Score -251317.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -251465.328125 Penalty: 2744.991211
	Iteration 6Q: 3 clusters Score -251465.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -251562.453125 Penalty: 2744.991211
	Iteration 7Q: 3 clusters Score -251562.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -251626.671875 Penalty: 2744.991211
	Iteration 8Q: 3 clusters Score -251626.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -251671.609375 Penalty: 2744.991211
	Iteration 9Q: 3 clusters Score -251671.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -251709.390625 Penalty: 2744.991211
	Iteration 10Q: 3 clusters Score -251709.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -251729.625000 Penalty: 2744.991211
	Iteration 11Q: 3 clusters Score -251729.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -251748.343750 Penalty: 2744.991211
	Iteration 12Q: 3 clusters Score -251748.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -251760.546875 Penalty: 2744.991211
	Iteration 13Q: 3 clusters Score -251760.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -251767.906250 Penalty: 2744.991211
	Iteration 14Q: 3 clusters Score -251767.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -251772.046875 Penalty: 2744.991211
	Iteration 15Q: 3 clusters Score -251772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -251777.593750 Penalty: 2744.991211
	Iteration 16Q: 3 clusters Score -251777.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -251782.046875 Penalty: 2744.991211
	Iteration 17Q: 3 clusters Score -251782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -251787.156250 Penalty: 2744.991211
	Iteration 18Q: 3 clusters Score -251787.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -251791.015625 Penalty: 2744.991211
	Iteration 19Q: 3 clusters Score -251791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -251792.671875 Penalty: 2744.991211
	Iteration 20F: 3 clusters Score -251792.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -251793.718750 Penalty: 2744.991211
	Iteration 21Q: 3 clusters Score -251793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -251794.640625 Penalty: 2744.991211
	Iteration 22Q: 3 clusters Score -251794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -251794.921875 Penalty: 2744.991211
	Iteration 23Q: 3 clusters Score -251794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -251794.968750 Penalty: 2744.991211
	Iteration 24Q: 3 clusters Score -251795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -251794.968750 Penalty: 2744.991211
	Iteration 25F: 3 clusters Score -251795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Entering Unmasked Estep 
Score: -1453288.000000 Penalty: 1635.674805
	Iteration 0F: 2 clusters Score -1453288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1437331.875000 Penalty: 3271.349609
	Iteration 0F: 3 clusters Score -1437332 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1442969.625000 Penalty: 3271.349609
	Iteration 1F: 3 clusters Score -1442970 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1443249.375000 Penalty: 3271.349609
	Iteration 2Q: 3 clusters Score -1443249 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1443506.000000 Penalty: 3271.349609
	Iteration 3Q: 3 clusters Score -1443506 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1443796.875000 Penalty: 3271.349609
	Iteration 4Q: 3 clusters Score -1443797 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1444148.750000 Penalty: 3271.349609
	Iteration 5Q: 3 clusters Score -1444149 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1444660.750000 Penalty: 3271.349609
	Iteration 6Q: 3 clusters Score -1444661 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1445370.375000 Penalty: 3271.349609
	Iteration 7F: 3 clusters Score -1445370 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1446384.500000 Penalty: 3271.349609
	Iteration 8F: 3 clusters Score -1446384 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1447689.750000 Penalty: 3271.349609
	Iteration 9F: 3 clusters Score -1447690 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -1449173.750000 Penalty: 3271.349609
	Iteration 10F: 3 clusters Score -1449174 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -1450343.500000 Penalty: 3271.349609
	Iteration 11F: 3 clusters Score -1450344 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -1451069.250000 Penalty: 3271.349609
	Iteration 12Q: 3 clusters Score -1451069 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -1451418.000000 Penalty: 3271.349609
	Iteration 13Q: 3 clusters Score -1451418 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -1451591.875000 Penalty: 3271.349609
	Iteration 14Q: 3 clusters Score -1451592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -1451684.750000 Penalty: 3271.349609
	Iteration 15Q: 3 clusters Score -1451685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -1451744.500000 Penalty: 3271.349609
	Iteration 16Q: 3 clusters Score -1451744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -1451787.375000 Penalty: 3271.349609
	Iteration 17Q: 3 clusters Score -1451787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -1451820.875000 Penalty: 3271.349609
	Iteration 18Q: 3 clusters Score -1451821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -1451837.750000 Penalty: 3271.349609
	Iteration 19Q: 3 clusters Score -1451838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -1451843.625000 Penalty: 3271.349609
	Iteration 20F: 3 clusters Score -1451844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -1451847.750000 Penalty: 3271.349609
	Iteration 21Q: 3 clusters Score -1451848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -1451847.375000 Penalty: 3271.349609
	Iteration 22Q: 3 clusters Score -1451847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -1451853.375000 Penalty: 3271.349609
	Iteration 23Q: 3 clusters Score -1451853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -1451859.500000 Penalty: 3271.349609
	Iteration 24Q: 3 clusters Score -1451860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -1451864.500000 Penalty: 3271.349609
	Iteration 25Q: 3 clusters Score -1451864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -1451870.875000 Penalty: 3271.349609
	Iteration 26Q: 3 clusters Score -1451871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -1451874.875000 Penalty: 3271.349609
	Iteration 27Q: 3 clusters Score -1451875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -1451875.375000 Penalty: 3271.349609
	Iteration 28Q: 3 clusters Score -1451875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -1451879.625000 Penalty: 3271.349609
	Iteration 29Q: 3 clusters Score -1451880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -1451882.250000 Penalty: 3271.349609
	Iteration 30Q: 3 clusters Score -1451882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -1451883.500000 Penalty: 3271.349609
	Iteration 31Q: 3 clusters Score -1451884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -1451883.500000 Penalty: 3271.349609
	Iteration 32F: 3 clusters Score -1451884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Entering Unmasked Estep 
Score: -984265.125000 Penalty: 1569.378662
	Iteration 0F: 2 clusters Score -984265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -973516.875000 Penalty: 3138.757324
	Iteration 0F: 3 clusters Score -973516.9 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -977333.437500 Penalty: 3138.757324
	Iteration 1F: 3 clusters Score -977333.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -977685.750000 Penalty: 3138.757324
	Iteration 2F: 3 clusters Score -977685.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -977999.687500 Penalty: 3138.757324
	Iteration 3Q: 3 clusters Score -977999.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -978294.500000 Penalty: 3138.757324
	Iteration 4Q: 3 clusters Score -978294.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -978580.750000 Penalty: 3138.757324
	Iteration 5Q: 3 clusters Score -978580.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -978871.312500 Penalty: 3138.757324
	Iteration 6Q: 3 clusters Score -978871.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -979187.875000 Penalty: 3138.757324
	Iteration 7Q: 3 clusters Score -979187.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -979555.937500 Penalty: 3138.757324
	Iteration 8Q: 3 clusters Score -979555.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -979969.187500 Penalty: 3138.757324
	Iteration 9Q: 3 clusters Score -979969.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -980358.187500 Penalty: 3138.757324
	Iteration 10Q: 3 clusters Score -980358.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -980734.687500 Penalty: 3138.757324
	Iteration 11Q: 3 clusters Score -980734.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -981030.562500 Penalty: 3138.757324
	Iteration 12Q: 3 clusters Score -981030.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -981227.437500 Penalty: 3138.757324
	Iteration 13Q: 3 clusters Score -981227.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -981365.187500 Penalty: 3138.757324
	Iteration 14Q: 3 clusters Score -981365.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -981444.500000 Penalty: 3138.757324
	Iteration 15Q: 3 clusters Score -981444.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -981492.312500 Penalty: 3138.757324
	Iteration 16Q: 3 clusters Score -981492.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -981529.875000 Penalty: 3138.757324
	Iteration 17Q: 3 clusters Score -981529.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -981570.500000 Penalty: 3138.757324
	Iteration 18Q: 3 clusters Score -981570.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -981600.250000 Penalty: 3138.757324
	Iteration 19Q: 3 clusters Score -981600.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -981628.687500 Penalty: 3138.757324
	Iteration 20F: 3 clusters Score -981628.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -981649.187500 Penalty: 3138.757324
	Iteration 21Q: 3 clusters Score -981649.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -981665.437500 Penalty: 3138.757324
	Iteration 22Q: 3 clusters Score -981665.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -981683.687500 Penalty: 3138.757324
	Iteration 23Q: 3 clusters Score -981683.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -981707.937500 Penalty: 3138.757324
	Iteration 24Q: 3 clusters Score -981707.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -981734.250000 Penalty: 3138.757324
	Iteration 25Q: 3 clusters Score -981734.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -981749.625000 Penalty: 3138.757324
	Iteration 26Q: 3 clusters Score -981749.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -981771.750000 Penalty: 3138.757324
	Iteration 27Q: 3 clusters Score -981771.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -981787.812500 Penalty: 3138.757324
	Iteration 28Q: 3 clusters Score -981787.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -981804.437500 Penalty: 3138.757324
	Iteration 29Q: 3 clusters Score -981804.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -981818.187500 Penalty: 3138.757324
	Iteration 30Q: 3 clusters Score -981818.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -981831.250000 Penalty: 3138.757324
	Iteration 31Q: 3 clusters Score -981831.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -981842.937500 Penalty: 3138.757324
	Iteration 32Q: 3 clusters Score -981842.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -981852.187500 Penalty: 3138.757324
	Iteration 33Q: 3 clusters Score -981852.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -981860.937500 Penalty: 3138.757324
	Iteration 34Q: 3 clusters Score -981860.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -981871.000000 Penalty: 3138.757324
	Iteration 35Q: 3 clusters Score -981871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -981880.375000 Penalty: 3138.757324
	Iteration 36Q: 3 clusters Score -981880.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -981892.875000 Penalty: 3138.757324
	Iteration 37Q: 3 clusters Score -981892.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -981908.250000 Penalty: 3138.757324
	Iteration 38Q: 3 clusters Score -981908.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -981923.625000 Penalty: 3138.757324
	Iteration 39Q: 3 clusters Score -981923.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -981949.062500 Penalty: 3138.757324
	Iteration 40F: 3 clusters Score -981949.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -981967.500000 Penalty: 3138.757324
	Iteration 41Q: 3 clusters Score -981967.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -981988.500000 Penalty: 3138.757324
	Iteration 42Q: 3 clusters Score -981988.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -982011.875000 Penalty: 3138.757324
	Iteration 43Q: 3 clusters Score -982011.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -982042.000000 Penalty: 3138.757324
	Iteration 44Q: 3 clusters Score -982042 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -982071.750000 Penalty: 3138.757324
	Iteration 45Q: 3 clusters Score -982071.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -982097.750000 Penalty: 3138.757324
	Iteration 46Q: 3 clusters Score -982097.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -982138.062500 Penalty: 3138.757324
	Iteration 47Q: 3 clusters Score -982138.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -982178.000000 Penalty: 3138.757324
	Iteration 48Q: 3 clusters Score -982178 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -982226.375000 Penalty: 3138.757324
	Iteration 49Q: 3 clusters Score -982226.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -982279.562500 Penalty: 3138.757324
	Iteration 50Q: 3 clusters Score -982279.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -982332.437500 Penalty: 3138.757324
	Iteration 51Q: 3 clusters Score -982332.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -982391.437500 Penalty: 3138.757324
	Iteration 52Q: 3 clusters Score -982391.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -982456.625000 Penalty: 3138.757324
	Iteration 53Q: 3 clusters Score -982456.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -982519.562500 Penalty: 3138.757324
	Iteration 54Q: 3 clusters Score -982519.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -982561.812500 Penalty: 3138.757324
	Iteration 55Q: 3 clusters Score -982561.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -982596.000000 Penalty: 3138.757324
	Iteration 56Q: 3 clusters Score -982596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -982625.875000 Penalty: 3138.757324
	Iteration 57Q: 3 clusters Score -982625.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -982659.625000 Penalty: 3138.757324
	Iteration 58Q: 3 clusters Score -982659.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -982689.375000 Penalty: 3138.757324
	Iteration 59Q: 3 clusters Score -982689.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -982703.375000 Penalty: 3138.757324
	Iteration 60F: 3 clusters Score -982703.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -982712.437500 Penalty: 3138.757324
	Iteration 61Q: 3 clusters Score -982712.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -982726.750000 Penalty: 3138.757324
	Iteration 62Q: 3 clusters Score -982726.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -982733.000000 Penalty: 3138.757324
	Iteration 63Q: 3 clusters Score -982733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -982737.562500 Penalty: 3138.757324
	Iteration 64Q: 3 clusters Score -982737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -982742.062500 Penalty: 3138.757324
	Iteration 65Q: 3 clusters Score -982742.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -982746.250000 Penalty: 3138.757324
	Iteration 66Q: 3 clusters Score -982746.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -982751.187500 Penalty: 3138.757324
	Iteration 67Q: 3 clusters Score -982751.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -982758.875000 Penalty: 3138.757324
	Iteration 68Q: 3 clusters Score -982758.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -982760.312500 Penalty: 3138.757324
	Iteration 69Q: 3 clusters Score -982760.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -982768.562500 Penalty: 3138.757324
	Iteration 70Q: 3 clusters Score -982768.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -982774.500000 Penalty: 3138.757324
	Iteration 71Q: 3 clusters Score -982774.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -982782.375000 Penalty: 3138.757324
	Iteration 72Q: 3 clusters Score -982782.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -982786.687500 Penalty: 3138.757324
	Iteration 73Q: 3 clusters Score -982786.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -982789.312500 Penalty: 3138.757324
	Iteration 74Q: 3 clusters Score -982789.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -982793.437500 Penalty: 3138.757324
	Iteration 75Q: 3 clusters Score -982793.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -982799.875000 Penalty: 3138.757324
	Iteration 76Q: 3 clusters Score -982799.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -982802.562500 Penalty: 3138.757324
	Iteration 77Q: 3 clusters Score -982802.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -982806.500000 Penalty: 3138.757324
	Iteration 78Q: 3 clusters Score -982806.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -982810.750000 Penalty: 3138.757324
	Iteration 79Q: 3 clusters Score -982810.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -982813.000000 Penalty: 3138.757324
	Iteration 80F: 3 clusters Score -982813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -982817.750000 Penalty: 3138.757324
	Iteration 81Q: 3 clusters Score -982817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -982821.625000 Penalty: 3138.757324
	Iteration 82Q: 3 clusters Score -982821.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -982826.687500 Penalty: 3138.757324
	Iteration 83Q: 3 clusters Score -982826.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -982831.062500 Penalty: 3138.757324
	Iteration 84Q: 3 clusters Score -982831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -982835.000000 Penalty: 3138.757324
	Iteration 85Q: 3 clusters Score -982835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -982841.937500 Penalty: 3138.757324
	Iteration 86Q: 3 clusters Score -982841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -982846.312500 Penalty: 3138.757324
	Iteration 87Q: 3 clusters Score -982846.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -982851.437500 Penalty: 3138.757324
	Iteration 88Q: 3 clusters Score -982851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -982855.750000 Penalty: 3138.757324
	Iteration 89Q: 3 clusters Score -982855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -982856.562500 Penalty: 3138.757324
	Iteration 90Q: 3 clusters Score -982856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -982859.875000 Penalty: 3138.757324
	Iteration 91Q: 3 clusters Score -982859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -982862.125000 Penalty: 3138.757324
	Iteration 92Q: 3 clusters Score -982862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -982864.312500 Penalty: 3138.757324
	Iteration 93Q: 3 clusters Score -982864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -982864.625000 Penalty: 3138.757324
	Iteration 94Q: 3 clusters Score -982864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -982869.437500 Penalty: 3138.757324
	Iteration 95Q: 3 clusters Score -982869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -982866.375000 Penalty: 3138.757324
	Iteration 96Q: 3 clusters Score -982866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -982868.562500 Penalty: 3138.757324
	Iteration 97Q: 3 clusters Score -982868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -982869.625000 Penalty: 3138.757324
	Iteration 98Q: 3 clusters Score -982869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -982871.187500 Penalty: 3138.757324
	Iteration 99Q: 3 clusters Score -982871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -982873.125000 Penalty: 3138.757324
	Iteration 100F: 3 clusters Score -982873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -982875.937500 Penalty: 3138.757324
	Iteration 101Q: 3 clusters Score -982875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -982875.937500 Penalty: 3138.757324
	Iteration 102Q: 3 clusters Score -982875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -982877.125000 Penalty: 3138.757324
	Iteration 103Q: 3 clusters Score -982877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -982878.125000 Penalty: 3138.757324
	Iteration 104Q: 3 clusters Score -982878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -982879.187500 Penalty: 3138.757324
	Iteration 105Q: 3 clusters Score -982879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -982879.187500 Penalty: 3138.757324
	Iteration 106F: 3 clusters Score -982879.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Entering Unmasked Estep 
Score: -505892.500000 Penalty: 1470.003174
	Iteration 0F: 2 clusters Score -505892.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -499757.593750 Penalty: 2940.006348
	Iteration 0F: 3 clusters Score -499757.6 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -501985.093750 Penalty: 2940.006348
	Iteration 1F: 3 clusters Score -501985.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -502599.562500 Penalty: 2940.006348
	Iteration 2F: 3 clusters Score -502599.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -503284.906250 Penalty: 2940.006348
	Iteration 3F: 3 clusters Score -503284.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -503970.187500 Penalty: 2940.006348
	Iteration 4F: 3 clusters Score -503970.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -504559.687500 Penalty: 2940.006348
	Iteration 5F: 3 clusters Score -504559.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -505002.843750 Penalty: 2940.006348
	Iteration 6F: 3 clusters Score -505002.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -505307.031250 Penalty: 2940.006348
	Iteration 7Q: 3 clusters Score -505307 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -505518.343750 Penalty: 2940.006348
	Iteration 8Q: 3 clusters Score -505518.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -505630.062500 Penalty: 2940.006348
	Iteration 9Q: 3 clusters Score -505630.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -505709.812500 Penalty: 2940.006348
	Iteration 10Q: 3 clusters Score -505709.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -505759.468750 Penalty: 2940.006348
	Iteration 11Q: 3 clusters Score -505759.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -505791.718750 Penalty: 2940.006348
	Iteration 12Q: 3 clusters Score -505791.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -505815.718750 Penalty: 2940.006348
	Iteration 13Q: 3 clusters Score -505815.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -505828.000000 Penalty: 2940.006348
	Iteration 14Q: 3 clusters Score -505828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -505840.937500 Penalty: 2940.006348
	Iteration 15Q: 3 clusters Score -505840.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -505850.875000 Penalty: 2940.006348
	Iteration 16Q: 3 clusters Score -505850.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -505857.781250 Penalty: 2940.006348
	Iteration 17Q: 3 clusters Score -505857.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -505865.531250 Penalty: 2940.006348
	Iteration 18Q: 3 clusters Score -505865.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -505869.937500 Penalty: 2940.006348
	Iteration 19Q: 3 clusters Score -505869.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -505873.406250 Penalty: 2940.006348
	Iteration 20F: 3 clusters Score -505873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -505876.843750 Penalty: 2940.006348
	Iteration 21Q: 3 clusters Score -505876.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -505880.312500 Penalty: 2940.006348
	Iteration 22Q: 3 clusters Score -505880.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -505885.031250 Penalty: 2940.006348
	Iteration 23Q: 3 clusters Score -505885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -505886.906250 Penalty: 2940.006348
	Iteration 24Q: 3 clusters Score -505886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -505890.750000 Penalty: 2940.006348
	Iteration 25Q: 3 clusters Score -505890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -505892.906250 Penalty: 2940.006348
	Iteration 26Q: 3 clusters Score -505892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -505893.406250 Penalty: 2940.006348
	Iteration 27Q: 3 clusters Score -505893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -505893.406250 Penalty: 2940.006348
	Iteration 28F: 3 clusters Score -505893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12515 members 
Mstep: Class 4 contains 22960 members 
Mstep: Class 5 contains 29207 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 23522 members 
Mstep: Class 8 contains 15642 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 42568 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 29219 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 9666 members 
Mstep: Class 16 contains 1718 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 6602 members 
Mstep: Class 19 contains 93761 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 17626 members 
Mstep: Class 22 contains 3422 members 
Mstep: Class 23 contains 7034 members 
Entering Unmasked Estep 
Score: -26948588.000000 Penalty: 48720.890625
Splitting cluster 9 changes total score from -26949204.000000 to -26948588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (42568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Entering Unmasked Estep 
Score: -2619948.500000 Penalty: 1732.064453
	Iteration 0F: 2 clusters Score -2619948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2591477.000000 Penalty: 3464.128906
	Iteration 0F: 3 clusters Score -2591477 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2602557.000000 Penalty: 3464.128906
	Iteration 1F: 3 clusters Score -2602557 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2602999.000000 Penalty: 3464.128906
	Iteration 2Q: 3 clusters Score -2602999 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2603471.500000 Penalty: 3464.128906
	Iteration 3Q: 3 clusters Score -2603472 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2603979.250000 Penalty: 3464.128906
	Iteration 4Q: 3 clusters Score -2603979 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2604558.500000 Penalty: 3464.128906
	Iteration 5Q: 3 clusters Score -2604558 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2605258.750000 Penalty: 3464.128906
	Iteration 6Q: 3 clusters Score -2605259 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2606112.000000 Penalty: 3464.128906
	Iteration 7Q: 3 clusters Score -2606112 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2607101.000000 Penalty: 3464.128906
	Iteration 8Q: 3 clusters Score -2607101 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2608305.750000 Penalty: 3464.128906
	Iteration 9F: 3 clusters Score -2608306 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2609711.250000 Penalty: 3464.128906
	Iteration 10F: 3 clusters Score -2609711 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2611136.000000 Penalty: 3464.128906
	Iteration 11F: 3 clusters Score -2611136 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2612223.750000 Penalty: 3464.128906
	Iteration 12Q: 3 clusters Score -2612224 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2612877.250000 Penalty: 3464.128906
	Iteration 13Q: 3 clusters Score -2612877 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2613228.500000 Penalty: 3464.128906
	Iteration 14Q: 3 clusters Score -2613228 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2613465.250000 Penalty: 3464.128906
	Iteration 15Q: 3 clusters Score -2613465 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2613653.000000 Penalty: 3464.128906
	Iteration 16Q: 3 clusters Score -2613653 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2613840.500000 Penalty: 3464.128906
	Iteration 17Q: 3 clusters Score -2613840 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2614032.750000 Penalty: 3464.128906
	Iteration 18Q: 3 clusters Score -2614033 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2614239.750000 Penalty: 3464.128906
	Iteration 19Q: 3 clusters Score -2614240 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2614453.000000 Penalty: 3464.128906
	Iteration 20F: 3 clusters Score -2614453 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2614637.500000 Penalty: 3464.128906
	Iteration 21Q: 3 clusters Score -2614638 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2614835.000000 Penalty: 3464.128906
	Iteration 22Q: 3 clusters Score -2614835 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2615064.750000 Penalty: 3464.128906
	Iteration 23Q: 3 clusters Score -2615065 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2615284.000000 Penalty: 3464.128906
	Iteration 24Q: 3 clusters Score -2615284 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2615502.750000 Penalty: 3464.128906
	Iteration 25Q: 3 clusters Score -2615503 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2615693.000000 Penalty: 3464.128906
	Iteration 26Q: 3 clusters Score -2615693 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2615905.000000 Penalty: 3464.128906
	Iteration 27Q: 3 clusters Score -2615905 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2616085.500000 Penalty: 3464.128906
	Iteration 28Q: 3 clusters Score -2616086 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2616281.000000 Penalty: 3464.128906
	Iteration 29Q: 3 clusters Score -2616281 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2616482.750000 Penalty: 3464.128906
	Iteration 30Q: 3 clusters Score -2616483 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2616719.500000 Penalty: 3464.128906
	Iteration 31Q: 3 clusters Score -2616720 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2616973.000000 Penalty: 3464.128906
	Iteration 32Q: 3 clusters Score -2616973 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2617183.750000 Penalty: 3464.128906
	Iteration 33Q: 3 clusters Score -2617184 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2617378.750000 Penalty: 3464.128906
	Iteration 34Q: 3 clusters Score -2617379 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2617546.250000 Penalty: 3464.128906
	Iteration 35Q: 3 clusters Score -2617546 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2617703.750000 Penalty: 3464.128906
	Iteration 36Q: 3 clusters Score -2617704 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2617830.750000 Penalty: 3464.128906
	Iteration 37Q: 3 clusters Score -2617831 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2617967.000000 Penalty: 3464.128906
	Iteration 38Q: 3 clusters Score -2617967 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2618066.750000 Penalty: 3464.128906
	Iteration 39Q: 3 clusters Score -2618067 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2618182.000000 Penalty: 3464.128906
	Iteration 40F: 3 clusters Score -2618182 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2618282.750000 Penalty: 3464.128906
	Iteration 41Q: 3 clusters Score -2618283 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2618365.500000 Penalty: 3464.128906
	Iteration 42Q: 3 clusters Score -2618366 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2618413.500000 Penalty: 3464.128906
	Iteration 43Q: 3 clusters Score -2618414 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2618462.500000 Penalty: 3464.128906
	Iteration 44Q: 3 clusters Score -2618462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2618500.750000 Penalty: 3464.128906
	Iteration 45Q: 3 clusters Score -2618501 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2618529.000000 Penalty: 3464.128906
	Iteration 46Q: 3 clusters Score -2618529 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2618538.000000 Penalty: 3464.128906
	Iteration 47Q: 3 clusters Score -2618538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2618556.000000 Penalty: 3464.128906
	Iteration 48Q: 3 clusters Score -2618556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2618571.000000 Penalty: 3464.128906
	Iteration 49Q: 3 clusters Score -2618571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2618579.250000 Penalty: 3464.128906
	Iteration 50Q: 3 clusters Score -2618579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2618589.500000 Penalty: 3464.128906
	Iteration 51Q: 3 clusters Score -2618590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2618604.500000 Penalty: 3464.128906
	Iteration 52Q: 3 clusters Score -2618604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2618612.500000 Penalty: 3464.128906
	Iteration 53Q: 3 clusters Score -2618612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2618625.250000 Penalty: 3464.128906
	Iteration 54Q: 3 clusters Score -2618625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2618636.750000 Penalty: 3464.128906
	Iteration 55Q: 3 clusters Score -2618637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2618646.000000 Penalty: 3464.128906
	Iteration 56Q: 3 clusters Score -2618646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2618642.750000 Penalty: 3464.128906
	Iteration 57Q: 3 clusters Score -2618643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2618652.000000 Penalty: 3464.128906
	Iteration 58Q: 3 clusters Score -2618652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2618657.750000 Penalty: 3464.128906
	Iteration 59Q: 3 clusters Score -2618658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2618660.000000 Penalty: 3464.128906
	Iteration 60F: 3 clusters Score -2618660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2618659.000000 Penalty: 3464.128906
	Iteration 61Q: 3 clusters Score -2618659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2618658.500000 Penalty: 3464.128906
	Iteration 62Q: 3 clusters Score -2618658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2618658.000000 Penalty: 3464.128906
	Iteration 63Q: 3 clusters Score -2618658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2618656.500000 Penalty: 3464.128906
	Iteration 64Q: 3 clusters Score -2618656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2618661.250000 Penalty: 3464.128906
	Iteration 65Q: 3 clusters Score -2618661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2618668.000000 Penalty: 3464.128906
	Iteration 66Q: 3 clusters Score -2618668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2618669.000000 Penalty: 3464.128906
	Iteration 67Q: 3 clusters Score -2618669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2618667.250000 Penalty: 3464.128906
	Iteration 68Q: 3 clusters Score -2618667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2618672.250000 Penalty: 3464.128906
	Iteration 69Q: 3 clusters Score -2618672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2618670.500000 Penalty: 3464.128906
	Iteration 70Q: 3 clusters Score -2618670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2618669.000000 Penalty: 3464.128906
	Iteration 71Q: 3 clusters Score -2618669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2618669.000000 Penalty: 3464.128906
	Iteration 72F: 3 clusters Score -2618669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Entering Unmasked Estep 
Score: -190702.265625 Penalty: 1334.321777
	Iteration 0F: 2 clusters Score -190702.3 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 1890 members 
Entering Unmasked Estep 
Score: -187579.609375 Penalty: 2668.643555
	Iteration 0F: 3 clusters Score -187579.6 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -188551.828125 Penalty: 2668.643555
	Iteration 1F: 3 clusters Score -188551.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -188868.125000 Penalty: 2668.643555
	Iteration 2F: 3 clusters Score -188868.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -189143.171875 Penalty: 2668.643555
	Iteration 3F: 3 clusters Score -189143.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -189357.625000 Penalty: 2668.643555
	Iteration 4F: 3 clusters Score -189357.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -189483.109375 Penalty: 2668.643555
	Iteration 5F: 3 clusters Score -189483.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -189548.718750 Penalty: 2668.643555
	Iteration 6Q: 3 clusters Score -189548.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -189598.546875 Penalty: 2668.643555
	Iteration 7Q: 3 clusters Score -189598.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -189636.640625 Penalty: 2668.643555
	Iteration 8Q: 3 clusters Score -189636.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -189657.890625 Penalty: 2668.643555
	Iteration 9Q: 3 clusters Score -189657.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -189675.781250 Penalty: 2668.643555
	Iteration 10Q: 3 clusters Score -189675.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -189693.812500 Penalty: 2668.643555
	Iteration 11Q: 3 clusters Score -189693.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -189714.265625 Penalty: 2668.643555
	Iteration 12Q: 3 clusters Score -189714.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -189731.859375 Penalty: 2668.643555
	Iteration 13Q: 3 clusters Score -189731.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -189750.015625 Penalty: 2668.643555
	Iteration 14Q: 3 clusters Score -189750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -189762.140625 Penalty: 2668.643555
	Iteration 15Q: 3 clusters Score -189762.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -189775.437500 Penalty: 2668.643555
	Iteration 16Q: 3 clusters Score -189775.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -189789.843750 Penalty: 2668.643555
	Iteration 17Q: 3 clusters Score -189789.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -189808.234375 Penalty: 2668.643555
	Iteration 18Q: 3 clusters Score -189808.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -189829.453125 Penalty: 2668.643555
	Iteration 19Q: 3 clusters Score -189829.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -189859.125000 Penalty: 2668.643555
	Iteration 20F: 3 clusters Score -189859.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -189880.609375 Penalty: 2668.643555
	Iteration 21Q: 3 clusters Score -189880.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -189895.578125 Penalty: 2668.643555
	Iteration 22Q: 3 clusters Score -189895.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -189907.890625 Penalty: 2668.643555
	Iteration 23Q: 3 clusters Score -189907.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -189917.921875 Penalty: 2668.643555
	Iteration 24Q: 3 clusters Score -189917.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -189924.609375 Penalty: 2668.643555
	Iteration 25Q: 3 clusters Score -189924.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -189930.906250 Penalty: 2668.643555
	Iteration 26Q: 3 clusters Score -189930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -189934.671875 Penalty: 2668.643555
	Iteration 27Q: 3 clusters Score -189934.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -189938.062500 Penalty: 2668.643555
	Iteration 28Q: 3 clusters Score -189938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -189941.546875 Penalty: 2668.643555
	Iteration 29Q: 3 clusters Score -189941.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -189943.093750 Penalty: 2668.643555
	Iteration 30Q: 3 clusters Score -189943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -189944.734375 Penalty: 2668.643555
	Iteration 31Q: 3 clusters Score -189944.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -189948.359375 Penalty: 2668.643555
	Iteration 32Q: 3 clusters Score -189948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -189951.437500 Penalty: 2668.643555
	Iteration 33Q: 3 clusters Score -189951.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -189955.546875 Penalty: 2668.643555
	Iteration 34Q: 3 clusters Score -189955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -189957.359375 Penalty: 2668.643555
	Iteration 35Q: 3 clusters Score -189957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -189958.546875 Penalty: 2668.643555
	Iteration 36Q: 3 clusters Score -189958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -189960.500000 Penalty: 2668.643555
	Iteration 37Q: 3 clusters Score -189960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -189961.046875 Penalty: 2668.643555
	Iteration 38Q: 3 clusters Score -189961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -189961.437500 Penalty: 2668.643555
	Iteration 39Q: 3 clusters Score -189961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -189962.000000 Penalty: 2668.643555
	Iteration 40F: 3 clusters Score -189962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -189962.046875 Penalty: 2668.643555
	Iteration 41Q: 3 clusters Score -189962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -189962.046875 Penalty: 2668.643555
	Iteration 42F: 3 clusters Score -189962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Entering Unmasked Estep 
Score: -870041.000000 Penalty: 1550.484131
	Iteration 0F: 2 clusters Score -870041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -860363.125000 Penalty: 3100.968262
	Iteration 0F: 3 clusters Score -860363.1 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -863678.750000 Penalty: 3100.968262
	Iteration 1F: 3 clusters Score -863678.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -863988.625000 Penalty: 3100.968262
	Iteration 2F: 3 clusters Score -863988.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -864282.437500 Penalty: 3100.968262
	Iteration 3Q: 3 clusters Score -864282.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -864546.312500 Penalty: 3100.968262
	Iteration 4Q: 3 clusters Score -864546.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -864803.125000 Penalty: 3100.968262
	Iteration 5Q: 3 clusters Score -864803.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -865100.500000 Penalty: 3100.968262
	Iteration 6Q: 3 clusters Score -865100.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -865460.375000 Penalty: 3100.968262
	Iteration 7Q: 3 clusters Score -865460.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -865929.750000 Penalty: 3100.968262
	Iteration 8Q: 3 clusters Score -865929.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -866430.750000 Penalty: 3100.968262
	Iteration 9Q: 3 clusters Score -866430.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -866866.437500 Penalty: 3100.968262
	Iteration 10Q: 3 clusters Score -866866.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -867204.750000 Penalty: 3100.968262
	Iteration 11Q: 3 clusters Score -867204.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -867453.750000 Penalty: 3100.968262
	Iteration 12Q: 3 clusters Score -867453.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -867601.250000 Penalty: 3100.968262
	Iteration 13Q: 3 clusters Score -867601.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -867723.000000 Penalty: 3100.968262
	Iteration 14Q: 3 clusters Score -867723 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -867816.625000 Penalty: 3100.968262
	Iteration 15Q: 3 clusters Score -867816.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -867883.875000 Penalty: 3100.968262
	Iteration 16Q: 3 clusters Score -867883.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -867942.375000 Penalty: 3100.968262
	Iteration 17Q: 3 clusters Score -867942.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -867993.500000 Penalty: 3100.968262
	Iteration 18Q: 3 clusters Score -867993.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -868040.312500 Penalty: 3100.968262
	Iteration 19Q: 3 clusters Score -868040.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -868087.875000 Penalty: 3100.968262
	Iteration 20F: 3 clusters Score -868087.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -868125.500000 Penalty: 3100.968262
	Iteration 21Q: 3 clusters Score -868125.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -868167.625000 Penalty: 3100.968262
	Iteration 22Q: 3 clusters Score -868167.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -868217.437500 Penalty: 3100.968262
	Iteration 23Q: 3 clusters Score -868217.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -868252.000000 Penalty: 3100.968262
	Iteration 24Q: 3 clusters Score -868252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -868276.625000 Penalty: 3100.968262
	Iteration 25Q: 3 clusters Score -868276.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -868310.312500 Penalty: 3100.968262
	Iteration 26Q: 3 clusters Score -868310.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -868331.562500 Penalty: 3100.968262
	Iteration 27Q: 3 clusters Score -868331.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -868360.562500 Penalty: 3100.968262
	Iteration 28Q: 3 clusters Score -868360.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -868384.000000 Penalty: 3100.968262
	Iteration 29Q: 3 clusters Score -868384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -868404.812500 Penalty: 3100.968262
	Iteration 30Q: 3 clusters Score -868404.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -868424.562500 Penalty: 3100.968262
	Iteration 31Q: 3 clusters Score -868424.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -868448.000000 Penalty: 3100.968262
	Iteration 32Q: 3 clusters Score -868448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -868475.812500 Penalty: 3100.968262
	Iteration 33Q: 3 clusters Score -868475.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -868499.187500 Penalty: 3100.968262
	Iteration 34Q: 3 clusters Score -868499.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -868527.687500 Penalty: 3100.968262
	Iteration 35Q: 3 clusters Score -868527.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -868548.437500 Penalty: 3100.968262
	Iteration 36Q: 3 clusters Score -868548.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -868568.875000 Penalty: 3100.968262
	Iteration 37Q: 3 clusters Score -868568.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -868580.062500 Penalty: 3100.968262
	Iteration 38Q: 3 clusters Score -868580.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -868592.562500 Penalty: 3100.968262
	Iteration 39Q: 3 clusters Score -868592.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -868603.687500 Penalty: 3100.968262
	Iteration 40F: 3 clusters Score -868603.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -868608.375000 Penalty: 3100.968262
	Iteration 41Q: 3 clusters Score -868608.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -868612.312500 Penalty: 3100.968262
	Iteration 42Q: 3 clusters Score -868612.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -868618.812500 Penalty: 3100.968262
	Iteration 43Q: 3 clusters Score -868618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -868621.562500 Penalty: 3100.968262
	Iteration 44Q: 3 clusters Score -868621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -868625.750000 Penalty: 3100.968262
	Iteration 45Q: 3 clusters Score -868625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -868630.125000 Penalty: 3100.968262
	Iteration 46Q: 3 clusters Score -868630.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -868644.000000 Penalty: 3100.968262
	Iteration 47Q: 3 clusters Score -868644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -868655.125000 Penalty: 3100.968262
	Iteration 48Q: 3 clusters Score -868655.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -868659.687500 Penalty: 3100.968262
	Iteration 49Q: 3 clusters Score -868659.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -868661.750000 Penalty: 3100.968262
	Iteration 50Q: 3 clusters Score -868661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -868663.187500 Penalty: 3100.968262
	Iteration 51Q: 3 clusters Score -868663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -868672.187500 Penalty: 3100.968262
	Iteration 52Q: 3 clusters Score -868672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -868677.875000 Penalty: 3100.968262
	Iteration 53Q: 3 clusters Score -868677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -868680.000000 Penalty: 3100.968262
	Iteration 54Q: 3 clusters Score -868680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -868685.000000 Penalty: 3100.968262
	Iteration 55Q: 3 clusters Score -868685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -868684.875000 Penalty: 3100.968262
	Iteration 56Q: 3 clusters Score -868684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -868689.437500 Penalty: 3100.968262
	Iteration 57Q: 3 clusters Score -868689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -868691.812500 Penalty: 3100.968262
	Iteration 58Q: 3 clusters Score -868691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -868692.375000 Penalty: 3100.968262
	Iteration 59Q: 3 clusters Score -868692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -868698.625000 Penalty: 3100.968262
	Iteration 60F: 3 clusters Score -868698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -868702.562500 Penalty: 3100.968262
	Iteration 61Q: 3 clusters Score -868702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -868703.562500 Penalty: 3100.968262
	Iteration 62Q: 3 clusters Score -868703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -868704.000000 Penalty: 3100.968262
	Iteration 63Q: 3 clusters Score -868704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -868704.937500 Penalty: 3100.968262
	Iteration 64Q: 3 clusters Score -868704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -868705.687500 Penalty: 3100.968262
	Iteration 65Q: 3 clusters Score -868705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -868705.562500 Penalty: 3100.968262
	Iteration 66Q: 3 clusters Score -868705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -868706.187500 Penalty: 3100.968262
	Iteration 67Q: 3 clusters Score -868706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -868708.812500 Penalty: 3100.968262
	Iteration 68Q: 3 clusters Score -868708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -868708.062500 Penalty: 3100.968262
	Iteration 69Q: 3 clusters Score -868708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -868708.062500 Penalty: 3100.968262
	Iteration 70F: 3 clusters Score -868708.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Entering Unmasked Estep 
Score: -1818199.875000 Penalty: 1670.918335
	Iteration 0F: 2 clusters Score -1818200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1798464.750000 Penalty: 3341.836670
	Iteration 0F: 3 clusters Score -1798465 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1805838.375000 Penalty: 3341.836670
	Iteration 1F: 3 clusters Score -1805838 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1806153.750000 Penalty: 3341.836670
	Iteration 2Q: 3 clusters Score -1806154 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1806420.500000 Penalty: 3341.836670
	Iteration 3Q: 3 clusters Score -1806420 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1806678.625000 Penalty: 3341.836670
	Iteration 4Q: 3 clusters Score -1806679 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1806953.375000 Penalty: 3341.836670
	Iteration 5Q: 3 clusters Score -1806953 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1807311.125000 Penalty: 3341.836670
	Iteration 6Q: 3 clusters Score -1807311 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1807861.125000 Penalty: 3341.836670
	Iteration 7Q: 3 clusters Score -1807861 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1808704.375000 Penalty: 3341.836670
	Iteration 8F: 3 clusters Score -1808704 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1809910.625000 Penalty: 3341.836670
	Iteration 9F: 3 clusters Score -1809911 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1811630.000000 Penalty: 3341.836670
	Iteration 10F: 3 clusters Score -1811630 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1813519.750000 Penalty: 3341.836670
	Iteration 11F: 3 clusters Score -1813520 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1814997.000000 Penalty: 3341.836670
	Iteration 12F: 3 clusters Score -1814997 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1815828.000000 Penalty: 3341.836670
	Iteration 13Q: 3 clusters Score -1815828 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1816259.375000 Penalty: 3341.836670
	Iteration 14Q: 3 clusters Score -1816259 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1816436.000000 Penalty: 3341.836670
	Iteration 15Q: 3 clusters Score -1816436 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1816548.125000 Penalty: 3341.836670
	Iteration 16Q: 3 clusters Score -1816548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1816618.375000 Penalty: 3341.836670
	Iteration 17Q: 3 clusters Score -1816618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1816652.500000 Penalty: 3341.836670
	Iteration 18Q: 3 clusters Score -1816652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1816671.250000 Penalty: 3341.836670
	Iteration 19Q: 3 clusters Score -1816671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1816695.125000 Penalty: 3341.836670
	Iteration 20F: 3 clusters Score -1816695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1816710.625000 Penalty: 3341.836670
	Iteration 21Q: 3 clusters Score -1816711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1816720.500000 Penalty: 3341.836670
	Iteration 22Q: 3 clusters Score -1816720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1816733.750000 Penalty: 3341.836670
	Iteration 23Q: 3 clusters Score -1816734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1816748.250000 Penalty: 3341.836670
	Iteration 24Q: 3 clusters Score -1816748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1816758.125000 Penalty: 3341.836670
	Iteration 25Q: 3 clusters Score -1816758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1816766.875000 Penalty: 3341.836670
	Iteration 26Q: 3 clusters Score -1816767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1816774.250000 Penalty: 3341.836670
	Iteration 27Q: 3 clusters Score -1816774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1816777.125000 Penalty: 3341.836670
	Iteration 28Q: 3 clusters Score -1816777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1816779.500000 Penalty: 3341.836670
	Iteration 29Q: 3 clusters Score -1816780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1816782.375000 Penalty: 3341.836670
	Iteration 30Q: 3 clusters Score -1816782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1816786.500000 Penalty: 3341.836670
	Iteration 31Q: 3 clusters Score -1816786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1816789.625000 Penalty: 3341.836670
	Iteration 32Q: 3 clusters Score -1816790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1816789.875000 Penalty: 3341.836670
	Iteration 33Q: 3 clusters Score -1816790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1816789.875000 Penalty: 3341.836670
	Iteration 34F: 3 clusters Score -1816790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -274667.843750 Penalty: 1361.898804
	Iteration 0F: 2 clusters Score -274667.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -271115.218750 Penalty: 2723.797607
	Iteration 0F: 3 clusters Score -271115.2 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -272016.375000 Penalty: 2723.797607
	Iteration 1F: 3 clusters Score -272016.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -272154.156250 Penalty: 2723.797607
	Iteration 2F: 3 clusters Score -272154.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -272241.000000 Penalty: 2723.797607
	Iteration 3Q: 3 clusters Score -272241 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -272317.687500 Penalty: 2723.797607
	Iteration 4Q: 3 clusters Score -272317.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -272372.937500 Penalty: 2723.797607
	Iteration 5Q: 3 clusters Score -272372.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -272420.906250 Penalty: 2723.797607
	Iteration 6Q: 3 clusters Score -272420.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -272451.187500 Penalty: 2723.797607
	Iteration 7Q: 3 clusters Score -272451.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -272474.031250 Penalty: 2723.797607
	Iteration 8Q: 3 clusters Score -272474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -272493.593750 Penalty: 2723.797607
	Iteration 9Q: 3 clusters Score -272493.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -272509.906250 Penalty: 2723.797607
	Iteration 10Q: 3 clusters Score -272509.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -272524.500000 Penalty: 2723.797607
	Iteration 11Q: 3 clusters Score -272524.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -272544.312500 Penalty: 2723.797607
	Iteration 12Q: 3 clusters Score -272544.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -272570.531250 Penalty: 2723.797607
	Iteration 13Q: 3 clusters Score -272570.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -272595.437500 Penalty: 2723.797607
	Iteration 14Q: 3 clusters Score -272595.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -272624.968750 Penalty: 2723.797607
	Iteration 15Q: 3 clusters Score -272625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -272667.593750 Penalty: 2723.797607
	Iteration 16Q: 3 clusters Score -272667.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -272725.437500 Penalty: 2723.797607
	Iteration 17Q: 3 clusters Score -272725.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -272808.156250 Penalty: 2723.797607
	Iteration 18Q: 3 clusters Score -272808.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -272892.218750 Penalty: 2723.797607
	Iteration 19Q: 3 clusters Score -272892.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -272959.906250 Penalty: 2723.797607
	Iteration 20F: 3 clusters Score -272959.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -273012.218750 Penalty: 2723.797607
	Iteration 21Q: 3 clusters Score -273012.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -273067.531250 Penalty: 2723.797607
	Iteration 22Q: 3 clusters Score -273067.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -273118.687500 Penalty: 2723.797607
	Iteration 23Q: 3 clusters Score -273118.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -273153.000000 Penalty: 2723.797607
	Iteration 24Q: 3 clusters Score -273153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -273185.468750 Penalty: 2723.797607
	Iteration 25Q: 3 clusters Score -273185.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -273224.093750 Penalty: 2723.797607
	Iteration 26Q: 3 clusters Score -273224.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -273268.812500 Penalty: 2723.797607
	Iteration 27Q: 3 clusters Score -273268.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -273302.750000 Penalty: 2723.797607
	Iteration 28Q: 3 clusters Score -273302.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -273345.843750 Penalty: 2723.797607
	Iteration 29Q: 3 clusters Score -273345.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -273385.343750 Penalty: 2723.797607
	Iteration 30Q: 3 clusters Score -273385.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -273415.468750 Penalty: 2723.797607
	Iteration 31Q: 3 clusters Score -273415.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -273437.843750 Penalty: 2723.797607
	Iteration 32Q: 3 clusters Score -273437.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -273456.906250 Penalty: 2723.797607
	Iteration 33Q: 3 clusters Score -273456.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -273471.250000 Penalty: 2723.797607
	Iteration 34Q: 3 clusters Score -273471.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -273486.531250 Penalty: 2723.797607
	Iteration 35Q: 3 clusters Score -273486.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -273499.937500 Penalty: 2723.797607
	Iteration 36Q: 3 clusters Score -273499.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -273521.156250 Penalty: 2723.797607
	Iteration 37Q: 3 clusters Score -273521.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -273548.093750 Penalty: 2723.797607
	Iteration 38Q: 3 clusters Score -273548.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -273585.468750 Penalty: 2723.797607
	Iteration 39Q: 3 clusters Score -273585.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -273628.656250 Penalty: 2723.797607
	Iteration 40F: 3 clusters Score -273628.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -273664.187500 Penalty: 2723.797607
	Iteration 41Q: 3 clusters Score -273664.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -273691.531250 Penalty: 2723.797607
	Iteration 42Q: 3 clusters Score -273691.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -273717.156250 Penalty: 2723.797607
	Iteration 43Q: 3 clusters Score -273717.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -273732.562500 Penalty: 2723.797607
	Iteration 44Q: 3 clusters Score -273732.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -273742.375000 Penalty: 2723.797607
	Iteration 45Q: 3 clusters Score -273742.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -273748.531250 Penalty: 2723.797607
	Iteration 46Q: 3 clusters Score -273748.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -273751.656250 Penalty: 2723.797607
	Iteration 47Q: 3 clusters Score -273751.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -273755.812500 Penalty: 2723.797607
	Iteration 48Q: 3 clusters Score -273755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -273759.687500 Penalty: 2723.797607
	Iteration 49Q: 3 clusters Score -273759.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -273764.937500 Penalty: 2723.797607
	Iteration 50Q: 3 clusters Score -273764.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -273769.312500 Penalty: 2723.797607
	Iteration 51Q: 3 clusters Score -273769.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -273773.437500 Penalty: 2723.797607
	Iteration 52Q: 3 clusters Score -273773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -273774.781250 Penalty: 2723.797607
	Iteration 53Q: 3 clusters Score -273774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -273775.687500 Penalty: 2723.797607
	Iteration 54Q: 3 clusters Score -273775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -273776.187500 Penalty: 2723.797607
	Iteration 55Q: 3 clusters Score -273776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -273776.187500 Penalty: 2723.797607
	Iteration 56F: 3 clusters Score -273776.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Entering Unmasked Estep 
Score: -576078.812500 Penalty: 1491.160034
	Iteration 0F: 2 clusters Score -576078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -569221.875000 Penalty: 2982.320068
	Iteration 0F: 3 clusters Score -569221.9 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -571501.375000 Penalty: 2982.320068
	Iteration 1F: 3 clusters Score -571501.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -571872.687500 Penalty: 2982.320068
	Iteration 2F: 3 clusters Score -571872.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -572195.375000 Penalty: 2982.320068
	Iteration 3F: 3 clusters Score -572195.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -572491.250000 Penalty: 2982.320068
	Iteration 4F: 3 clusters Score -572491.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -572737.500000 Penalty: 2982.320068
	Iteration 5Q: 3 clusters Score -572737.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -572987.875000 Penalty: 2982.320068
	Iteration 6Q: 3 clusters Score -572987.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -573220.000000 Penalty: 2982.320068
	Iteration 7Q: 3 clusters Score -573220 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -573411.187500 Penalty: 2982.320068
	Iteration 8Q: 3 clusters Score -573411.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -573564.875000 Penalty: 2982.320068
	Iteration 9Q: 3 clusters Score -573564.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -573707.250000 Penalty: 2982.320068
	Iteration 10Q: 3 clusters Score -573707.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -573831.937500 Penalty: 2982.320068
	Iteration 11Q: 3 clusters Score -573831.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -573909.562500 Penalty: 2982.320068
	Iteration 12Q: 3 clusters Score -573909.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -573981.375000 Penalty: 2982.320068
	Iteration 13Q: 3 clusters Score -573981.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -574052.375000 Penalty: 2982.320068
	Iteration 14Q: 3 clusters Score -574052.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -574105.750000 Penalty: 2982.320068
	Iteration 15Q: 3 clusters Score -574105.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -574144.125000 Penalty: 2982.320068
	Iteration 16Q: 3 clusters Score -574144.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -574172.187500 Penalty: 2982.320068
	Iteration 17Q: 3 clusters Score -574172.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -574196.062500 Penalty: 2982.320068
	Iteration 18Q: 3 clusters Score -574196.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -574217.125000 Penalty: 2982.320068
	Iteration 19Q: 3 clusters Score -574217.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -574232.625000 Penalty: 2982.320068
	Iteration 20F: 3 clusters Score -574232.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -574249.312500 Penalty: 2982.320068
	Iteration 21Q: 3 clusters Score -574249.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -574256.750000 Penalty: 2982.320068
	Iteration 22Q: 3 clusters Score -574256.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -574261.687500 Penalty: 2982.320068
	Iteration 23Q: 3 clusters Score -574261.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -574264.312500 Penalty: 2982.320068
	Iteration 24Q: 3 clusters Score -574264.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -574268.687500 Penalty: 2982.320068
	Iteration 25Q: 3 clusters Score -574268.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -574272.500000 Penalty: 2982.320068
	Iteration 26Q: 3 clusters Score -574272.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -574277.062500 Penalty: 2982.320068
	Iteration 27Q: 3 clusters Score -574277.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -574281.125000 Penalty: 2982.320068
	Iteration 28Q: 3 clusters Score -574281.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -574285.812500 Penalty: 2982.320068
	Iteration 29Q: 3 clusters Score -574285.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -574291.062500 Penalty: 2982.320068
	Iteration 30Q: 3 clusters Score -574291.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -574297.187500 Penalty: 2982.320068
	Iteration 31Q: 3 clusters Score -574297.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -574301.437500 Penalty: 2982.320068
	Iteration 32Q: 3 clusters Score -574301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -574302.812500 Penalty: 2982.320068
	Iteration 33Q: 3 clusters Score -574302.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -574306.187500 Penalty: 2982.320068
	Iteration 34Q: 3 clusters Score -574306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -574308.312500 Penalty: 2982.320068
	Iteration 35Q: 3 clusters Score -574308.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -574310.062500 Penalty: 2982.320068
	Iteration 36Q: 3 clusters Score -574310.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -574312.375000 Penalty: 2982.320068
	Iteration 37Q: 3 clusters Score -574312.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -574311.250000 Penalty: 2982.320068
	Iteration 38Q: 3 clusters Score -574311.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -574313.687500 Penalty: 2982.320068
	Iteration 39Q: 3 clusters Score -574313.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -574315.187500 Penalty: 2982.320068
	Iteration 40F: 3 clusters Score -574315.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -574318.187500 Penalty: 2982.320068
	Iteration 41Q: 3 clusters Score -574318.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -574319.625000 Penalty: 2982.320068
	Iteration 42Q: 3 clusters Score -574319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -574320.812500 Penalty: 2982.320068
	Iteration 43Q: 3 clusters Score -574320.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -574321.000000 Penalty: 2982.320068
	Iteration 44Q: 3 clusters Score -574321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -574322.500000 Penalty: 2982.320068
	Iteration 45Q: 3 clusters Score -574322.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -574323.625000 Penalty: 2982.320068
	Iteration 46Q: 3 clusters Score -574323.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -574324.625000 Penalty: 2982.320068
	Iteration 47Q: 3 clusters Score -574324.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -574330.000000 Penalty: 2982.320068
	Iteration 48Q: 3 clusters Score -574330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -574330.750000 Penalty: 2982.320068
	Iteration 49Q: 3 clusters Score -574330.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -574333.375000 Penalty: 2982.320068
	Iteration 50Q: 3 clusters Score -574333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -574332.250000 Penalty: 2982.320068
	Iteration 51Q: 3 clusters Score -574332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -574333.437500 Penalty: 2982.320068
	Iteration 52Q: 3 clusters Score -574333.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -574334.562500 Penalty: 2982.320068
	Iteration 53Q: 3 clusters Score -574334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -574336.000000 Penalty: 2982.320068
	Iteration 54Q: 3 clusters Score -574336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -574338.312500 Penalty: 2982.320068
	Iteration 55Q: 3 clusters Score -574338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -574338.125000 Penalty: 2982.320068
	Iteration 56Q: 3 clusters Score -574338.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -574339.625000 Penalty: 2982.320068
	Iteration 57Q: 3 clusters Score -574339.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -574341.375000 Penalty: 2982.320068
	Iteration 58Q: 3 clusters Score -574341.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -574342.812500 Penalty: 2982.320068
	Iteration 59Q: 3 clusters Score -574342.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -574347.312500 Penalty: 2982.320068
	Iteration 60F: 3 clusters Score -574347.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -574351.062500 Penalty: 2982.320068
	Iteration 61Q: 3 clusters Score -574351.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -574357.625000 Penalty: 2982.320068
	Iteration 62Q: 3 clusters Score -574357.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -574360.875000 Penalty: 2982.320068
	Iteration 63Q: 3 clusters Score -574360.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -574364.000000 Penalty: 2982.320068
	Iteration 64Q: 3 clusters Score -574364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -574366.812500 Penalty: 2982.320068
	Iteration 65Q: 3 clusters Score -574366.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -574372.062500 Penalty: 2982.320068
	Iteration 66Q: 3 clusters Score -574372.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -574378.375000 Penalty: 2982.320068
	Iteration 67Q: 3 clusters Score -574378.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -574384.000000 Penalty: 2982.320068
	Iteration 68Q: 3 clusters Score -574384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -574386.437500 Penalty: 2982.320068
	Iteration 69Q: 3 clusters Score -574386.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -574388.750000 Penalty: 2982.320068
	Iteration 70Q: 3 clusters Score -574388.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -574392.312500 Penalty: 2982.320068
	Iteration 71Q: 3 clusters Score -574392.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -574393.812500 Penalty: 2982.320068
	Iteration 72Q: 3 clusters Score -574393.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -574396.187500 Penalty: 2982.320068
	Iteration 73Q: 3 clusters Score -574396.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -574399.312500 Penalty: 2982.320068
	Iteration 74Q: 3 clusters Score -574399.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -574399.812500 Penalty: 2982.320068
	Iteration 75Q: 3 clusters Score -574399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -574401.312500 Penalty: 2982.320068
	Iteration 76Q: 3 clusters Score -574401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -574399.812500 Penalty: 2982.320068
	Iteration 77Q: 3 clusters Score -574399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -574404.375000 Penalty: 2982.320068
	Iteration 78Q: 3 clusters Score -574404.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -574404.000000 Penalty: 2982.320068
	Iteration 79Q: 3 clusters Score -574404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -574404.250000 Penalty: 2982.320068
	Iteration 80F: 3 clusters Score -574404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -574404.375000 Penalty: 2982.320068
	Iteration 81Q: 3 clusters Score -574404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -574404.937500 Penalty: 2982.320068
	Iteration 82Q: 3 clusters Score -574404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -574403.562500 Penalty: 2982.320068
	Iteration 83Q: 3 clusters Score -574403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -574404.437500 Penalty: 2982.320068
	Iteration 84Q: 3 clusters Score -574404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -574404.437500 Penalty: 2982.320068
	Iteration 85F: 3 clusters Score -574404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -94362.281250 Penalty: 1210.448853
	Iteration 0F: 2 clusters Score -94362.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -92462.125000 Penalty: 2420.897705
	Iteration 0F: 3 clusters Score -92462.12 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92855.710938 Penalty: 2420.897705
	Iteration 1F: 3 clusters Score -92855.71 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -92965.875000 Penalty: 2420.897705
	Iteration 2F: 3 clusters Score -92965.88 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -93051.445312 Penalty: 2420.897705
	Iteration 3Q: 3 clusters Score -93051.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -93143.195312 Penalty: 2420.897705
	Iteration 4Q: 3 clusters Score -93143.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -93211.375000 Penalty: 2420.897705
	Iteration 5Q: 3 clusters Score -93211.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -93262.585938 Penalty: 2420.897705
	Iteration 6Q: 3 clusters Score -93262.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -93290.328125 Penalty: 2420.897705
	Iteration 7Q: 3 clusters Score -93290.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -93308.312500 Penalty: 2420.897705
	Iteration 8Q: 3 clusters Score -93308.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -93326.140625 Penalty: 2420.897705
	Iteration 9Q: 3 clusters Score -93326.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -93349.859375 Penalty: 2420.897705
	Iteration 10Q: 3 clusters Score -93349.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -93365.960938 Penalty: 2420.897705
	Iteration 11Q: 3 clusters Score -93365.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -93380.664062 Penalty: 2420.897705
	Iteration 12Q: 3 clusters Score -93380.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -93401.539062 Penalty: 2420.897705
	Iteration 13Q: 3 clusters Score -93401.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -93423.257812 Penalty: 2420.897705
	Iteration 14Q: 3 clusters Score -93423.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -93441.710938 Penalty: 2420.897705
	Iteration 15Q: 3 clusters Score -93441.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -93464.226562 Penalty: 2420.897705
	Iteration 16Q: 3 clusters Score -93464.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -93480.898438 Penalty: 2420.897705
	Iteration 17Q: 3 clusters Score -93480.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -93493.335938 Penalty: 2420.897705
	Iteration 18Q: 3 clusters Score -93493.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -93507.382812 Penalty: 2420.897705
	Iteration 19Q: 3 clusters Score -93507.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93516.070312 Penalty: 2420.897705
	Iteration 20F: 3 clusters Score -93516.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -93522.601562 Penalty: 2420.897705
	Iteration 21Q: 3 clusters Score -93522.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -93526.234375 Penalty: 2420.897705
	Iteration 22Q: 3 clusters Score -93526.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -93529.156250 Penalty: 2420.897705
	Iteration 23Q: 3 clusters Score -93529.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93530.250000 Penalty: 2420.897705
	Iteration 24Q: 3 clusters Score -93530.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93531.257812 Penalty: 2420.897705
	Iteration 25Q: 3 clusters Score -93531.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -93532.632812 Penalty: 2420.897705
	Iteration 26Q: 3 clusters Score -93532.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -93534.000000 Penalty: 2420.897705
	Iteration 27Q: 3 clusters Score -93534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -93534.289062 Penalty: 2420.897705
	Iteration 28Q: 3 clusters Score -93534.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -93534.289062 Penalty: 2420.897705
	Iteration 29F: 3 clusters Score -93534.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -371003.000000 Penalty: 1419.809937
	Iteration 0F: 2 clusters Score -371003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -366211.562500 Penalty: 2839.619873
	Iteration 0F: 3 clusters Score -366211.6 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -367540.031250 Penalty: 2839.619873
	Iteration 1F: 3 clusters Score -367540 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -367718.843750 Penalty: 2839.619873
	Iteration 2F: 3 clusters Score -367718.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -367840.343750 Penalty: 2839.619873
	Iteration 3Q: 3 clusters Score -367840.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -367926.375000 Penalty: 2839.619873
	Iteration 4Q: 3 clusters Score -367926.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -367987.187500 Penalty: 2839.619873
	Iteration 5Q: 3 clusters Score -367987.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -368033.812500 Penalty: 2839.619873
	Iteration 6Q: 3 clusters Score -368033.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -368078.000000 Penalty: 2839.619873
	Iteration 7Q: 3 clusters Score -368078 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -368122.000000 Penalty: 2839.619873
	Iteration 8Q: 3 clusters Score -368122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -368169.281250 Penalty: 2839.619873
	Iteration 9Q: 3 clusters Score -368169.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -368215.812500 Penalty: 2839.619873
	Iteration 10Q: 3 clusters Score -368215.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -368271.468750 Penalty: 2839.619873
	Iteration 11Q: 3 clusters Score -368271.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -368343.437500 Penalty: 2839.619873
	Iteration 12Q: 3 clusters Score -368343.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -368431.843750 Penalty: 2839.619873
	Iteration 13Q: 3 clusters Score -368431.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -368527.625000 Penalty: 2839.619873
	Iteration 14Q: 3 clusters Score -368527.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368640.093750 Penalty: 2839.619873
	Iteration 15Q: 3 clusters Score -368640.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -368773.593750 Penalty: 2839.619873
	Iteration 16Q: 3 clusters Score -368773.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -368912.156250 Penalty: 2839.619873
	Iteration 17Q: 3 clusters Score -368912.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -369051.468750 Penalty: 2839.619873
	Iteration 18Q: 3 clusters Score -369051.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -369162.406250 Penalty: 2839.619873
	Iteration 19Q: 3 clusters Score -369162.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -369257.593750 Penalty: 2839.619873
	Iteration 20F: 3 clusters Score -369257.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -369336.562500 Penalty: 2839.619873
	Iteration 21Q: 3 clusters Score -369336.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -369407.812500 Penalty: 2839.619873
	Iteration 22Q: 3 clusters Score -369407.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -369461.812500 Penalty: 2839.619873
	Iteration 23Q: 3 clusters Score -369461.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -369514.531250 Penalty: 2839.619873
	Iteration 24Q: 3 clusters Score -369514.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -369571.437500 Penalty: 2839.619873
	Iteration 25Q: 3 clusters Score -369571.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -369611.437500 Penalty: 2839.619873
	Iteration 26Q: 3 clusters Score -369611.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -369642.906250 Penalty: 2839.619873
	Iteration 27Q: 3 clusters Score -369642.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -369668.875000 Penalty: 2839.619873
	Iteration 28Q: 3 clusters Score -369668.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -369689.625000 Penalty: 2839.619873
	Iteration 29Q: 3 clusters Score -369689.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -369706.937500 Penalty: 2839.619873
	Iteration 30Q: 3 clusters Score -369706.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -369721.500000 Penalty: 2839.619873
	Iteration 31Q: 3 clusters Score -369721.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -369738.656250 Penalty: 2839.619873
	Iteration 32Q: 3 clusters Score -369738.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -369752.687500 Penalty: 2839.619873
	Iteration 33Q: 3 clusters Score -369752.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -369763.218750 Penalty: 2839.619873
	Iteration 34Q: 3 clusters Score -369763.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -369770.125000 Penalty: 2839.619873
	Iteration 35Q: 3 clusters Score -369770.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -369777.812500 Penalty: 2839.619873
	Iteration 36Q: 3 clusters Score -369777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -369784.781250 Penalty: 2839.619873
	Iteration 37Q: 3 clusters Score -369784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -369786.375000 Penalty: 2839.619873
	Iteration 38Q: 3 clusters Score -369786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -369787.156250 Penalty: 2839.619873
	Iteration 39Q: 3 clusters Score -369787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -369788.687500 Penalty: 2839.619873
	Iteration 40F: 3 clusters Score -369788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -369792.156250 Penalty: 2839.619873
	Iteration 41Q: 3 clusters Score -369792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -369792.781250 Penalty: 2839.619873
	Iteration 42Q: 3 clusters Score -369792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -369795.968750 Penalty: 2839.619873
	Iteration 43Q: 3 clusters Score -369796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -369796.406250 Penalty: 2839.619873
	Iteration 44Q: 3 clusters Score -369796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -369797.187500 Penalty: 2839.619873
	Iteration 45Q: 3 clusters Score -369797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -369798.593750 Penalty: 2839.619873
	Iteration 46Q: 3 clusters Score -369798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -369799.125000 Penalty: 2839.619873
	Iteration 47Q: 3 clusters Score -369799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -369799.375000 Penalty: 2839.619873
	Iteration 48Q: 3 clusters Score -369799.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -369799.375000 Penalty: 2839.619873
	Iteration 49F: 3 clusters Score -369799.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Entering Unmasked Estep 
Score: -393638.031250 Penalty: 1429.208252
	Iteration 0F: 2 clusters Score -393638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -388645.812500 Penalty: 2858.416504
	Iteration 0F: 3 clusters Score -388645.8 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -390150.187500 Penalty: 2858.416504
	Iteration 1F: 3 clusters Score -390150.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -390372.031250 Penalty: 2858.416504
	Iteration 2F: 3 clusters Score -390372 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -390533.000000 Penalty: 2858.416504
	Iteration 3Q: 3 clusters Score -390533 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -390706.531250 Penalty: 2858.416504
	Iteration 4Q: 3 clusters Score -390706.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -390887.531250 Penalty: 2858.416504
	Iteration 5Q: 3 clusters Score -390887.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -391060.937500 Penalty: 2858.416504
	Iteration 6Q: 3 clusters Score -391060.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -391236.875000 Penalty: 2858.416504
	Iteration 7Q: 3 clusters Score -391236.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -391438.843750 Penalty: 2858.416504
	Iteration 8Q: 3 clusters Score -391438.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -391677.593750 Penalty: 2858.416504
	Iteration 9Q: 3 clusters Score -391677.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -391901.343750 Penalty: 2858.416504
	Iteration 10Q: 3 clusters Score -391901.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -392075.218750 Penalty: 2858.416504
	Iteration 11Q: 3 clusters Score -392075.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -392225.156250 Penalty: 2858.416504
	Iteration 12Q: 3 clusters Score -392225.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -392343.031250 Penalty: 2858.416504
	Iteration 13Q: 3 clusters Score -392343 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -392437.468750 Penalty: 2858.416504
	Iteration 14Q: 3 clusters Score -392437.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -392509.437500 Penalty: 2858.416504
	Iteration 15Q: 3 clusters Score -392509.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -392572.906250 Penalty: 2858.416504
	Iteration 16Q: 3 clusters Score -392572.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -392623.468750 Penalty: 2858.416504
	Iteration 17Q: 3 clusters Score -392623.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -392661.187500 Penalty: 2858.416504
	Iteration 18Q: 3 clusters Score -392661.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -392688.000000 Penalty: 2858.416504
	Iteration 19Q: 3 clusters Score -392688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -392704.875000 Penalty: 2858.416504
	Iteration 20F: 3 clusters Score -392704.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -392714.531250 Penalty: 2858.416504
	Iteration 21Q: 3 clusters Score -392714.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -392719.406250 Penalty: 2858.416504
	Iteration 22Q: 3 clusters Score -392719.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -392724.406250 Penalty: 2858.416504
	Iteration 23Q: 3 clusters Score -392724.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -392731.625000 Penalty: 2858.416504
	Iteration 24Q: 3 clusters Score -392731.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -392736.250000 Penalty: 2858.416504
	Iteration 25Q: 3 clusters Score -392736.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -392743.937500 Penalty: 2858.416504
	Iteration 26Q: 3 clusters Score -392743.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -392750.406250 Penalty: 2858.416504
	Iteration 27Q: 3 clusters Score -392750.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -392755.875000 Penalty: 2858.416504
	Iteration 28Q: 3 clusters Score -392755.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -392759.343750 Penalty: 2858.416504
	Iteration 29Q: 3 clusters Score -392759.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -392759.000000 Penalty: 2858.416504
	Iteration 30Q: 3 clusters Score -392759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -392759.656250 Penalty: 2858.416504
	Iteration 31Q: 3 clusters Score -392759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -392759.937500 Penalty: 2858.416504
	Iteration 32Q: 3 clusters Score -392759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -392760.750000 Penalty: 2858.416504
	Iteration 33Q: 3 clusters Score -392760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -392762.656250 Penalty: 2858.416504
	Iteration 34Q: 3 clusters Score -392762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -392763.812500 Penalty: 2858.416504
	Iteration 35Q: 3 clusters Score -392763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -392763.718750 Penalty: 2858.416504
	Iteration 36Q: 3 clusters Score -392763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -392764.812500 Penalty: 2858.416504
	Iteration 37Q: 3 clusters Score -392764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -392766.093750 Penalty: 2858.416504
	Iteration 38Q: 3 clusters Score -392766.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -392766.687500 Penalty: 2858.416504
	Iteration 39Q: 3 clusters Score -392766.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -392767.125000 Penalty: 2858.416504
	Iteration 40F: 3 clusters Score -392767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -392767.500000 Penalty: 2858.416504
	Iteration 41Q: 3 clusters Score -392767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -392767.750000 Penalty: 2858.416504
	Iteration 42Q: 3 clusters Score -392767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -392768.625000 Penalty: 2858.416504
	Iteration 43Q: 3 clusters Score -392768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -392769.781250 Penalty: 2858.416504
	Iteration 44Q: 3 clusters Score -392769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -392769.437500 Penalty: 2858.416504
	Iteration 45Q: 3 clusters Score -392769.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -392769.437500 Penalty: 2858.416504
	Iteration 46F: 3 clusters Score -392769.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93761 members 
Entering Unmasked Estep 
Score: -5772083.500000 Penalty: 1860.381958
	Iteration 0F: 2 clusters Score -5772084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -5709430.500000 Penalty: 3720.763916
	Iteration 0F: 3 clusters Score -5709430 nChanged 44876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5735403.000000 Penalty: 3720.763916
	Iteration 1F: 3 clusters Score -5735403 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -5736383.500000 Penalty: 3720.763916
	Iteration 2Q: 3 clusters Score -5736384 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -5738023.000000 Penalty: 3720.763916
	Iteration 3Q: 3 clusters Score -5738023 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -5740947.500000 Penalty: 3720.763916
	Iteration 4F: 3 clusters Score -5740948 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -5746460.000000 Penalty: 3720.763916
	Iteration 5F: 3 clusters Score -5746460 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -5754604.500000 Penalty: 3720.763916
	Iteration 6F: 3 clusters Score -5754604 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -5763185.500000 Penalty: 3720.763916
	Iteration 7F: 3 clusters Score -5763186 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5768282.500000 Penalty: 3720.763916
	Iteration 8F: 3 clusters Score -5768282 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5769887.500000 Penalty: 3720.763916
	Iteration 9Q: 3 clusters Score -5769888 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93517 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5770253.000000 Penalty: 3720.763916
	Iteration 10Q: 3 clusters Score -5770253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5770351.000000 Penalty: 3720.763916
	Iteration 11Q: 3 clusters Score -5770351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93604 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5770388.500000 Penalty: 3720.763916
	Iteration 12Q: 3 clusters Score -5770388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5770398.000000 Penalty: 3720.763916
	Iteration 13Q: 3 clusters Score -5770398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -5770411.000000 Penalty: 3720.763916
	Iteration 14Q: 3 clusters Score -5770411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5770415.500000 Penalty: 3720.763916
	Iteration 15Q: 3 clusters Score -5770416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5770433.000000 Penalty: 3720.763916
	Iteration 16Q: 3 clusters Score -5770433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5770440.000000 Penalty: 3720.763916
	Iteration 17Q: 3 clusters Score -5770440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5770437.000000 Penalty: 3720.763916
	Iteration 18Q: 3 clusters Score -5770437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5770441.000000 Penalty: 3720.763916
	Iteration 19Q: 3 clusters Score -5770441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5770442.000000 Penalty: 3720.763916
	Iteration 20F: 3 clusters Score -5770442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -157878.531250 Penalty: 1292.414307
	Iteration 0F: 2 clusters Score -157878.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -155270.812500 Penalty: 2584.828613
	Iteration 0F: 3 clusters Score -155270.8 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -155935.843750 Penalty: 2584.828613
	Iteration 1F: 3 clusters Score -155935.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -156154.156250 Penalty: 2584.828613
	Iteration 2F: 3 clusters Score -156154.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -156326.703125 Penalty: 2584.828613
	Iteration 3F: 3 clusters Score -156326.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -156485.265625 Penalty: 2584.828613
	Iteration 4F: 3 clusters Score -156485.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -156626.609375 Penalty: 2584.828613
	Iteration 5F: 3 clusters Score -156626.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -156739.546875 Penalty: 2584.828613
	Iteration 6Q: 3 clusters Score -156739.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -156848.312500 Penalty: 2584.828613
	Iteration 7Q: 3 clusters Score -156848.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -156920.453125 Penalty: 2584.828613
	Iteration 8Q: 3 clusters Score -156920.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -156985.656250 Penalty: 2584.828613
	Iteration 9Q: 3 clusters Score -156985.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -157054.828125 Penalty: 2584.828613
	Iteration 10Q: 3 clusters Score -157054.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -157118.593750 Penalty: 2584.828613
	Iteration 11Q: 3 clusters Score -157118.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -157161.562500 Penalty: 2584.828613
	Iteration 12Q: 3 clusters Score -157161.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -157194.328125 Penalty: 2584.828613
	Iteration 13Q: 3 clusters Score -157194.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -157220.578125 Penalty: 2584.828613
	Iteration 14Q: 3 clusters Score -157220.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -157239.421875 Penalty: 2584.828613
	Iteration 15Q: 3 clusters Score -157239.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -157256.296875 Penalty: 2584.828613
	Iteration 16Q: 3 clusters Score -157256.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -157271.718750 Penalty: 2584.828613
	Iteration 17Q: 3 clusters Score -157271.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -157284.281250 Penalty: 2584.828613
	Iteration 18Q: 3 clusters Score -157284.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -157292.109375 Penalty: 2584.828613
	Iteration 19Q: 3 clusters Score -157292.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -157298.281250 Penalty: 2584.828613
	Iteration 20F: 3 clusters Score -157298.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -157304.500000 Penalty: 2584.828613
	Iteration 21Q: 3 clusters Score -157304.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -157311.718750 Penalty: 2584.828613
	Iteration 22Q: 3 clusters Score -157311.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -157317.437500 Penalty: 2584.828613
	Iteration 23Q: 3 clusters Score -157317.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -157324.421875 Penalty: 2584.828613
	Iteration 24Q: 3 clusters Score -157324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -157328.921875 Penalty: 2584.828613
	Iteration 25Q: 3 clusters Score -157328.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -157332.750000 Penalty: 2584.828613
	Iteration 26Q: 3 clusters Score -157332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -157334.171875 Penalty: 2584.828613
	Iteration 27Q: 3 clusters Score -157334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -157334.406250 Penalty: 2584.828613
	Iteration 28Q: 3 clusters Score -157334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -157335.296875 Penalty: 2584.828613
	Iteration 29Q: 3 clusters Score -157335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -157335.187500 Penalty: 2584.828613
	Iteration 30Q: 3 clusters Score -157335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -157335.187500 Penalty: 2584.828613
	Iteration 31F: 3 clusters Score -157335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Entering Unmasked Estep 
Score: -1048480.687500 Penalty: 1588.783691
	Iteration 0F: 2 clusters Score -1048481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1036388.250000 Penalty: 3177.567383
	Iteration 0F: 3 clusters Score -1036388 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1040607.937500 Penalty: 3177.567383
	Iteration 1F: 3 clusters Score -1040608 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1040942.500000 Penalty: 3177.567383
	Iteration 2Q: 3 clusters Score -1040942 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1041349.187500 Penalty: 3177.567383
	Iteration 3Q: 3 clusters Score -1041349 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1041914.625000 Penalty: 3177.567383
	Iteration 4F: 3 clusters Score -1041915 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1042659.250000 Penalty: 3177.567383
	Iteration 5F: 3 clusters Score -1042659 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1043656.375000 Penalty: 3177.567383
	Iteration 6F: 3 clusters Score -1043656 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1044782.687500 Penalty: 3177.567383
	Iteration 7F: 3 clusters Score -1044783 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1045734.062500 Penalty: 3177.567383
	Iteration 8F: 3 clusters Score -1045734 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1046470.875000 Penalty: 3177.567383
	Iteration 9F: 3 clusters Score -1046471 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1047116.250000 Penalty: 3177.567383
	Iteration 10Q: 3 clusters Score -1047116 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1047696.062500 Penalty: 3177.567383
	Iteration 11Q: 3 clusters Score -1047696 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1048104.937500 Penalty: 3177.567383
	Iteration 12Q: 3 clusters Score -1048105 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1048326.750000 Penalty: 3177.567383
	Iteration 13Q: 3 clusters Score -1048327 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1048444.000000 Penalty: 3177.567383
	Iteration 14Q: 3 clusters Score -1048444 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1048515.750000 Penalty: 3177.567383
	Iteration 15Q: 3 clusters Score -1048516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1048549.437500 Penalty: 3177.567383
	Iteration 16Q: 3 clusters Score -1048549 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1048574.250000 Penalty: 3177.567383
	Iteration 17Q: 3 clusters Score -1048574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1048583.250000 Penalty: 3177.567383
	Iteration 18Q: 3 clusters Score -1048583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1048591.875000 Penalty: 3177.567383
	Iteration 19Q: 3 clusters Score -1048592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1048592.625000 Penalty: 3177.567383
	Iteration 20F: 3 clusters Score -1048593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1048597.250000 Penalty: 3177.567383
	Iteration 21Q: 3 clusters Score -1048597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1048600.750000 Penalty: 3177.567383
	Iteration 22Q: 3 clusters Score -1048601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1048605.250000 Penalty: 3177.567383
	Iteration 23Q: 3 clusters Score -1048605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1048612.625000 Penalty: 3177.567383
	Iteration 24Q: 3 clusters Score -1048613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1048618.750000 Penalty: 3177.567383
	Iteration 25Q: 3 clusters Score -1048619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1048622.875000 Penalty: 3177.567383
	Iteration 26Q: 3 clusters Score -1048623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1048626.000000 Penalty: 3177.567383
	Iteration 27Q: 3 clusters Score -1048626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1048632.500000 Penalty: 3177.567383
	Iteration 28Q: 3 clusters Score -1048632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1048634.125000 Penalty: 3177.567383
	Iteration 29Q: 3 clusters Score -1048634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1048637.500000 Penalty: 3177.567383
	Iteration 30Q: 3 clusters Score -1048638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1048635.250000 Penalty: 3177.567383
	Iteration 31Q: 3 clusters Score -1048635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1048637.500000 Penalty: 3177.567383
	Iteration 32Q: 3 clusters Score -1048638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1048638.500000 Penalty: 3177.567383
	Iteration 33Q: 3 clusters Score -1048638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1048637.875000 Penalty: 3177.567383
	Iteration 34Q: 3 clusters Score -1048638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1048637.750000 Penalty: 3177.567383
	Iteration 35Q: 3 clusters Score -1048638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1048637.750000 Penalty: 3177.567383
	Iteration 36F: 3 clusters Score -1048638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12515 members 
Mstep: Class 4 contains 22960 members 
Mstep: Class 5 contains 29207 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 23522 members 
Mstep: Class 8 contains 15642 members 
Mstep: Class 9 contains 8486 members 
Mstep: Class 10 contains 42568 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 29219 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 9666 members 
Mstep: Class 16 contains 1718 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 6602 members 
Mstep: Class 19 contains 93761 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 3422 members 
Mstep: Class 23 contains 15099 members 
Entering Unmasked Estep 
Score: -26948850.000000 Penalty: 48720.890625
Splitting cluster 21 changes total score from -26949204.000000 to -26948850.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -196283.843750 Penalty: 1322.421875
	Iteration 0F: 2 clusters Score -196283.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -193228.500000 Penalty: 2644.843750
	Iteration 0F: 3 clusters Score -193228.5 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -194012.781250 Penalty: 2644.843750
	Iteration 1F: 3 clusters Score -194012.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -194192.078125 Penalty: 2644.843750
	Iteration 2F: 3 clusters Score -194192.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -194350.984375 Penalty: 2644.843750
	Iteration 3F: 3 clusters Score -194351 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -194506.000000 Penalty: 2644.843750
	Iteration 4F: 3 clusters Score -194506 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -194679.093750 Penalty: 2644.843750
	Iteration 5F: 3 clusters Score -194679.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -194876.843750 Penalty: 2644.843750
	Iteration 6F: 3 clusters Score -194876.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -195086.109375 Penalty: 2644.843750
	Iteration 7F: 3 clusters Score -195086.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -195268.875000 Penalty: 2644.843750
	Iteration 8F: 3 clusters Score -195268.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -195389.937500 Penalty: 2644.843750
	Iteration 9Q: 3 clusters Score -195389.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -195473.796875 Penalty: 2644.843750
	Iteration 10Q: 3 clusters Score -195473.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -195525.609375 Penalty: 2644.843750
	Iteration 11Q: 3 clusters Score -195525.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -195570.687500 Penalty: 2644.843750
	Iteration 12Q: 3 clusters Score -195570.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -195604.593750 Penalty: 2644.843750
	Iteration 13Q: 3 clusters Score -195604.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -195632.078125 Penalty: 2644.843750
	Iteration 14Q: 3 clusters Score -195632.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -195648.468750 Penalty: 2644.843750
	Iteration 15Q: 3 clusters Score -195648.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -195662.218750 Penalty: 2644.843750
	Iteration 16Q: 3 clusters Score -195662.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -195677.140625 Penalty: 2644.843750
	Iteration 17Q: 3 clusters Score -195677.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195690.656250 Penalty: 2644.843750
	Iteration 18Q: 3 clusters Score -195690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -195695.703125 Penalty: 2644.843750
	Iteration 19Q: 3 clusters Score -195695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195698.593750 Penalty: 2644.843750
	Iteration 20F: 3 clusters Score -195698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -195702.687500 Penalty: 2644.843750
	Iteration 21Q: 3 clusters Score -195702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -195704.953125 Penalty: 2644.843750
	Iteration 22Q: 3 clusters Score -195705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -195707.859375 Penalty: 2644.843750
	Iteration 23Q: 3 clusters Score -195707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -195710.625000 Penalty: 2644.843750
	Iteration 24Q: 3 clusters Score -195710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -195713.890625 Penalty: 2644.843750
	Iteration 25Q: 3 clusters Score -195713.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -195718.750000 Penalty: 2644.843750
	Iteration 26Q: 3 clusters Score -195718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -195721.343750 Penalty: 2644.843750
	Iteration 27Q: 3 clusters Score -195721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -195726.515625 Penalty: 2644.843750
	Iteration 28Q: 3 clusters Score -195726.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -195732.093750 Penalty: 2644.843750
	Iteration 29Q: 3 clusters Score -195732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -195733.093750 Penalty: 2644.843750
	Iteration 30Q: 3 clusters Score -195733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -195733.453125 Penalty: 2644.843750
	Iteration 31Q: 3 clusters Score -195733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -195733.656250 Penalty: 2644.843750
	Iteration 32Q: 3 clusters Score -195733.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -195733.656250 Penalty: 2644.843750
	Iteration 33F: 3 clusters Score -195733.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12515 members 
Mstep: Class 4 contains 22960 members 
Mstep: Class 5 contains 29207 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 23522 members 
Mstep: Class 8 contains 15642 members 
Mstep: Class 9 contains 8486 members 
Mstep: Class 10 contains 42568 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 29219 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 9666 members 
Mstep: Class 16 contains 1718 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 6602 members 
Mstep: Class 19 contains 93761 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 17626 members 
Mstep: Class 22 contains 3422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949278.000000 Penalty: 46602.589844
Iteration 79Q: 23 clusters Score -2.694928e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 12509 members 
Mstep: Class 4 contains 22973 members 
Mstep: Class 5 contains 29197 members 
Mstep: Class 6 contains 4659 members 
Mstep: Class 7 contains 23543 members 
Mstep: Class 8 contains 15575 members 
Mstep: Class 9 contains 8526 members 
Mstep: Class 10 contains 42499 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 13 contains 29211 members 
Mstep: Class 14 contains 4358 members 
Mstep: Class 15 contains 9669 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 6229 members 
Mstep: Class 18 contains 6603 members 
Mstep: Class 19 contains 93967 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 17549 members 
Mstep: Class 22 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949280.000000 Penalty: 46602.589844
Iteration 80F: 23 clusters Score -2.694928e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 12497 members 
Mstep: Class 4 contains 22990 members 
Mstep: Class 5 contains 29187 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 23560 members 
Mstep: Class 8 contains 15515 members 
Mstep: Class 9 contains 8560 members 
Mstep: Class 10 contains 42422 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13888 members 
Mstep: Class 13 contains 29201 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 6228 members 
Mstep: Class 18 contains 6603 members 
Mstep: Class 19 contains 94172 members 
Mstep: Class 20 contains 2860 members 
Mstep: Class 21 contains 17497 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949292.000000 Penalty: 46602.589844
Iteration 81Q: 23 clusters Score -2.694929e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 12482 members 
Mstep: Class 4 contains 23006 members 
Mstep: Class 5 contains 29175 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 23575 members 
Mstep: Class 8 contains 15454 members 
Mstep: Class 9 contains 8581 members 
Mstep: Class 10 contains 42357 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13866 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 6227 members 
Mstep: Class 18 contains 6605 members 
Mstep: Class 19 contains 94382 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 17445 members 
Mstep: Class 22 contains 3451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949350.000000 Penalty: 46602.589844
Iteration 82Q: 23 clusters Score -2.694935e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 12470 members 
Mstep: Class 4 contains 23016 members 
Mstep: Class 5 contains 29171 members 
Mstep: Class 6 contains 4644 members 
Mstep: Class 7 contains 23584 members 
Mstep: Class 8 contains 15393 members 
Mstep: Class 9 contains 8602 members 
Mstep: Class 10 contains 42302 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13852 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 9673 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 6225 members 
Mstep: Class 18 contains 6605 members 
Mstep: Class 19 contains 94586 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 17392 members 
Mstep: Class 22 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949366.000000 Penalty: 46602.589844
Iteration 83Q: 23 clusters Score -2.694937e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104498 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 12462 members 
Mstep: Class 4 contains 23026 members 
Mstep: Class 5 contains 29162 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 23586 members 
Mstep: Class 8 contains 15328 members 
Mstep: Class 9 contains 8613 members 
Mstep: Class 10 contains 42259 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 13849 members 
Mstep: Class 13 contains 29190 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 9681 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 6606 members 
Mstep: Class 19 contains 94768 members 
Mstep: Class 20 contains 2853 members 
Mstep: Class 21 contains 17347 members 
Mstep: Class 22 contains 3463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949412.000000 Penalty: 46602.589844
Iteration 84Q: 23 clusters Score -2.694941e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104487 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 12452 members 
Mstep: Class 4 contains 23044 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 4638 members 
Mstep: Class 7 contains 23600 members 
Mstep: Class 8 contains 15254 members 
Mstep: Class 9 contains 8627 members 
Mstep: Class 10 contains 42213 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 13840 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 9676 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 6223 members 
Mstep: Class 18 contains 6605 members 
Mstep: Class 19 contains 94964 members 
Mstep: Class 20 contains 2851 members 
Mstep: Class 21 contains 17297 members 
Mstep: Class 22 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949458.000000 Penalty: 46602.589844
Iteration 85Q: 23 clusters Score -2.694946e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 12441 members 
Mstep: Class 4 contains 23058 members 
Mstep: Class 5 contains 29150 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 23623 members 
Mstep: Class 8 contains 15174 members 
Mstep: Class 9 contains 8638 members 
Mstep: Class 10 contains 42165 members 
Mstep: Class 11 contains 3674 members 
Mstep: Class 12 contains 13830 members 
Mstep: Class 13 contains 29159 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 9682 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 6604 members 
Mstep: Class 19 contains 95170 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 17252 members 
Mstep: Class 22 contains 3477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949474.000000 Penalty: 46602.589844
Iteration 86Q: 23 clusters Score -2.694947e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 12423 members 
Mstep: Class 4 contains 23073 members 
Mstep: Class 5 contains 29148 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 23644 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 8643 members 
Mstep: Class 10 contains 42103 members 
Mstep: Class 11 contains 3676 members 
Mstep: Class 12 contains 13812 members 
Mstep: Class 13 contains 29134 members 
Mstep: Class 14 contains 4324 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 6604 members 
Mstep: Class 19 contains 95376 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 17215 members 
Mstep: Class 22 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 23 clusters Score -2.694948e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 12409 members 
Mstep: Class 4 contains 23076 members 
Mstep: Class 5 contains 29141 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 23662 members 
Mstep: Class 8 contains 15032 members 
Mstep: Class 9 contains 8656 members 
Mstep: Class 10 contains 42049 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 12 contains 13797 members 
Mstep: Class 13 contains 29121 members 
Mstep: Class 14 contains 4322 members 
Mstep: Class 15 contains 9700 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 6608 members 
Mstep: Class 19 contains 95570 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 17170 members 
Mstep: Class 22 contains 3488 members 
Entering Unmasked Estep 
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Iteration 88Q: 23 clusters Score -2.69495e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 12413 members 
Mstep: Class 4 contains 23081 members 
Mstep: Class 5 contains 29133 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 23663 members 
Mstep: Class 8 contains 14966 members 
Mstep: Class 9 contains 8670 members 
Mstep: Class 10 contains 42003 members 
Mstep: Class 11 contains 3666 members 
Mstep: Class 12 contains 13788 members 
Mstep: Class 13 contains 29096 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 15 contains 9707 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 6612 members 
Mstep: Class 19 contains 95743 members 
Mstep: Class 20 contains 2841 members 
Mstep: Class 21 contains 17126 members 
Mstep: Class 22 contains 3511 members 
Entering Unmasked Estep 
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Iteration 89Q: 23 clusters Score -2.694951e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 23096 members 
Mstep: Class 5 contains 29128 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 23668 members 
Mstep: Class 8 contains 14904 members 
Mstep: Class 9 contains 8683 members 
Mstep: Class 10 contains 41959 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 12 contains 13776 members 
Mstep: Class 13 contains 29079 members 
Mstep: Class 14 contains 4319 members 
Mstep: Class 15 contains 9723 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 6613 members 
Mstep: Class 19 contains 95931 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 17088 members 
Mstep: Class 22 contains 3537 members 
Entering Unmasked Estep 
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Iteration 90Q: 23 clusters Score -2.694953e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104410 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12408 members 
Mstep: Class 4 contains 23106 members 
Mstep: Class 5 contains 29117 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 23679 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 8705 members 
Mstep: Class 10 contains 41926 members 
Mstep: Class 11 contains 3655 members 
Mstep: Class 12 contains 13769 members 
Mstep: Class 13 contains 29063 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 9733 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 6217 members 
Mstep: Class 18 contains 6617 members 
Mstep: Class 19 contains 96098 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 17031 members 
Mstep: Class 22 contains 3536 members 
Entering Unmasked Estep 
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Iteration 91Q: 23 clusters Score -2.694958e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12405 members 
Mstep: Class 4 contains 23116 members 
Mstep: Class 5 contains 29107 members 
Mstep: Class 6 contains 4590 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 14798 members 
Mstep: Class 9 contains 8707 members 
Mstep: Class 10 contains 41888 members 
Mstep: Class 11 contains 3646 members 
Mstep: Class 12 contains 13761 members 
Mstep: Class 13 contains 29053 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 9749 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 6619 members 
Mstep: Class 19 contains 96248 members 
Mstep: Class 20 contains 2833 members 
Mstep: Class 21 contains 16988 members 
Mstep: Class 22 contains 3540 members 
Entering Unmasked Estep 
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Iteration 92Q: 23 clusters Score -2.694961e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12412 members 
Mstep: Class 4 contains 23120 members 
Mstep: Class 5 contains 29102 members 
Mstep: Class 6 contains 4576 members 
Mstep: Class 7 contains 23698 members 
Mstep: Class 8 contains 14759 members 
Mstep: Class 9 contains 8717 members 
Mstep: Class 10 contains 41834 members 
Mstep: Class 11 contains 3640 members 
Mstep: Class 12 contains 13752 members 
Mstep: Class 13 contains 29048 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 9763 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 6623 members 
Mstep: Class 19 contains 96404 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 16950 members 
Mstep: Class 22 contains 3544 members 
Entering Unmasked Estep 
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Iteration 93Q: 23 clusters Score -2.694973e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12403 members 
Mstep: Class 4 contains 23126 members 
Mstep: Class 5 contains 29095 members 
Mstep: Class 6 contains 4568 members 
Mstep: Class 7 contains 23716 members 
Mstep: Class 8 contains 14710 members 
Mstep: Class 9 contains 8723 members 
Mstep: Class 10 contains 41789 members 
Mstep: Class 11 contains 3627 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 29035 members 
Mstep: Class 14 contains 4314 members 
Mstep: Class 15 contains 9775 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 96566 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 16916 members 
Mstep: Class 22 contains 3546 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -2.694971e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104345 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12399 members 
Mstep: Class 4 contains 23127 members 
Mstep: Class 5 contains 29089 members 
Mstep: Class 6 contains 4560 members 
Mstep: Class 7 contains 23739 members 
Mstep: Class 8 contains 14687 members 
Mstep: Class 9 contains 8731 members 
Mstep: Class 10 contains 41736 members 
Mstep: Class 11 contains 3626 members 
Mstep: Class 12 contains 13730 members 
Mstep: Class 13 contains 29022 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 9779 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 6628 members 
Mstep: Class 19 contains 96707 members 
Mstep: Class 20 contains 2848 members 
Mstep: Class 21 contains 16876 members 
Mstep: Class 22 contains 3547 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -2.694976e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104332 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 12397 members 
Mstep: Class 4 contains 23131 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 23753 members 
Mstep: Class 8 contains 14659 members 
Mstep: Class 9 contains 8734 members 
Mstep: Class 10 contains 41687 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 29008 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 1519 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 6629 members 
Mstep: Class 19 contains 96829 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 16840 members 
Mstep: Class 22 contains 3549 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -2.694991e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 23130 members 
Mstep: Class 5 contains 29072 members 
Mstep: Class 6 contains 4539 members 
Mstep: Class 7 contains 23769 members 
Mstep: Class 8 contains 14628 members 
Mstep: Class 9 contains 8740 members 
Mstep: Class 10 contains 41641 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 13720 members 
Mstep: Class 13 contains 29004 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 9836 members 
Mstep: Class 16 contains 1517 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 6631 members 
Mstep: Class 19 contains 96935 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 16797 members 
Mstep: Class 22 contains 3544 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -2.694991e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 23135 members 
Mstep: Class 5 contains 29067 members 
Mstep: Class 6 contains 4530 members 
Mstep: Class 7 contains 23787 members 
Mstep: Class 8 contains 14601 members 
Mstep: Class 9 contains 8740 members 
Mstep: Class 10 contains 41598 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 13714 members 
Mstep: Class 13 contains 28996 members 
Mstep: Class 14 contains 4310 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 6217 members 
Mstep: Class 18 contains 6634 members 
Mstep: Class 19 contains 97044 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 16759 members 
Mstep: Class 22 contains 3524 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -2.694994e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104280 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 23137 members 
Mstep: Class 5 contains 29062 members 
Mstep: Class 6 contains 4533 members 
Mstep: Class 7 contains 23809 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 8749 members 
Mstep: Class 10 contains 41544 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 13715 members 
Mstep: Class 13 contains 28988 members 
Mstep: Class 14 contains 4310 members 
Mstep: Class 15 contains 9910 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 6217 members 
Mstep: Class 18 contains 6637 members 
Mstep: Class 19 contains 97187 members 
Mstep: Class 20 contains 2862 members 
Mstep: Class 21 contains 16710 members 
Mstep: Class 22 contains 3502 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -2.694998e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 12385 members 
Mstep: Class 4 contains 23138 members 
Mstep: Class 5 contains 29059 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 23836 members 
Mstep: Class 8 contains 14537 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 41491 members 
Mstep: Class 11 contains 3618 members 
Mstep: Class 12 contains 13717 members 
Mstep: Class 13 contains 28983 members 
Mstep: Class 14 contains 4309 members 
Mstep: Class 15 contains 9940 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 6218 members 
Mstep: Class 18 contains 6637 members 
Mstep: Class 19 contains 97306 members 
Mstep: Class 20 contains 2864 members 
Mstep: Class 21 contains 16663 members 
Mstep: Class 22 contains 3477 members 
Entering Unmasked Estep 
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Iteration 100F: 23 clusters Score -2.695003e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104243 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 12378 members 
Mstep: Class 4 contains 23143 members 
Mstep: Class 5 contains 29057 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 23863 members 
Mstep: Class 8 contains 14509 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 10 contains 41432 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 13714 members 
Mstep: Class 13 contains 28991 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 9967 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 6640 members 
Mstep: Class 19 contains 97420 members 
Mstep: Class 20 contains 2859 members 
Mstep: Class 21 contains 16623 members 
Mstep: Class 22 contains 3459 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -2.695001e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 12374 members 
Mstep: Class 4 contains 23153 members 
Mstep: Class 5 contains 29055 members 
Mstep: Class 6 contains 4515 members 
Mstep: Class 7 contains 23882 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 8767 members 
Mstep: Class 10 contains 41368 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 13705 members 
Mstep: Class 13 contains 28993 members 
Mstep: Class 14 contains 4303 members 
Mstep: Class 15 contains 10000 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 6223 members 
Mstep: Class 18 contains 6643 members 
Mstep: Class 19 contains 97543 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 16589 members 
Mstep: Class 22 contains 3433 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -2.694997e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104214 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 23160 members 
Mstep: Class 5 contains 29055 members 
Mstep: Class 6 contains 4513 members 
Mstep: Class 7 contains 23905 members 
Mstep: Class 8 contains 14441 members 
Mstep: Class 9 contains 8776 members 
Mstep: Class 10 contains 41313 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 12 contains 13705 members 
Mstep: Class 13 contains 28987 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6228 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 97661 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 16559 members 
Mstep: Class 22 contains 3418 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -2.695007e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104201 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 12355 members 
Mstep: Class 4 contains 23162 members 
Mstep: Class 5 contains 29050 members 
Mstep: Class 6 contains 4507 members 
Mstep: Class 7 contains 23921 members 
Mstep: Class 8 contains 14403 members 
Mstep: Class 9 contains 8785 members 
Mstep: Class 10 contains 41259 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 13709 members 
Mstep: Class 13 contains 28985 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 6230 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 97762 members 
Mstep: Class 20 contains 2847 members 
Mstep: Class 21 contains 16530 members 
Mstep: Class 22 contains 3413 members 
Entering Unmasked Estep 
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Iteration 104Q: 23 clusters Score -2.695016e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 12350 members 
Mstep: Class 4 contains 23172 members 
Mstep: Class 5 contains 29049 members 
Mstep: Class 6 contains 4506 members 
Mstep: Class 7 contains 23943 members 
Mstep: Class 8 contains 14371 members 
Mstep: Class 9 contains 8798 members 
Mstep: Class 10 contains 41200 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 13707 members 
Mstep: Class 13 contains 28975 members 
Mstep: Class 14 contains 4297 members 
Mstep: Class 15 contains 10060 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 6233 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 97867 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 16499 members 
Mstep: Class 22 contains 3406 members 
Entering Unmasked Estep 
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Iteration 105Q: 23 clusters Score -2.695017e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 12345 members 
Mstep: Class 4 contains 23178 members 
Mstep: Class 5 contains 29044 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 7 contains 23968 members 
Mstep: Class 8 contains 14338 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 41142 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 13707 members 
Mstep: Class 13 contains 28967 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 10087 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 6640 members 
Mstep: Class 19 contains 97962 members 
Mstep: Class 20 contains 2849 members 
Mstep: Class 21 contains 16464 members 
Mstep: Class 22 contains 3400 members 
Entering Unmasked Estep 
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Iteration 106Q: 23 clusters Score -2.695019e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104183 members 
Mstep: Class 2 contains 1248 members 
Mstep: Class 3 contains 12350 members 
Mstep: Class 4 contains 23185 members 
Mstep: Class 5 contains 29037 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 23997 members 
Mstep: Class 8 contains 14308 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 41081 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 13703 members 
Mstep: Class 13 contains 28962 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 10104 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 6233 members 
Mstep: Class 18 contains 6640 members 
Mstep: Class 19 contains 98056 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 16427 members 
Mstep: Class 22 contains 3397 members 
Entering Unmasked Estep 
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Iteration 107Q: 23 clusters Score -2.695022e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104176 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12355 members 
Mstep: Class 4 contains 23202 members 
Mstep: Class 5 contains 29032 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 24023 members 
Mstep: Class 8 contains 14268 members 
Mstep: Class 9 contains 8833 members 
Mstep: Class 10 contains 41020 members 
Mstep: Class 11 contains 3626 members 
Mstep: Class 12 contains 13706 members 
Mstep: Class 13 contains 28946 members 
Mstep: Class 14 contains 4285 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 6236 members 
Mstep: Class 18 contains 6639 members 
Mstep: Class 19 contains 98159 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 21 contains 16394 members 
Mstep: Class 22 contains 3398 members 
Entering Unmasked Estep 
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Iteration 108Q: 23 clusters Score -2.695022e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104170 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 12354 members 
Mstep: Class 4 contains 23224 members 
Mstep: Class 5 contains 29029 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 24041 members 
Mstep: Class 8 contains 14234 members 
Mstep: Class 9 contains 8843 members 
Mstep: Class 10 contains 40980 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 13706 members 
Mstep: Class 13 contains 28927 members 
Mstep: Class 14 contains 4284 members 
Mstep: Class 15 contains 10126 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 6638 members 
Mstep: Class 19 contains 98249 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 16364 members 
Mstep: Class 22 contains 3401 members 
Entering Unmasked Estep 
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Iteration 109Q: 23 clusters Score -2.695025e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104155 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 12349 members 
Mstep: Class 4 contains 23234 members 
Mstep: Class 5 contains 29030 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 24052 members 
Mstep: Class 8 contains 14209 members 
Mstep: Class 9 contains 8859 members 
Mstep: Class 10 contains 40934 members 
Mstep: Class 11 contains 3627 members 
Mstep: Class 12 contains 13703 members 
Mstep: Class 13 contains 28914 members 
Mstep: Class 14 contains 4284 members 
Mstep: Class 15 contains 10135 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 6640 members 
Mstep: Class 19 contains 98336 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 16334 members 
Mstep: Class 22 contains 3409 members 
Entering Unmasked Estep 
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Iteration 110Q: 23 clusters Score -2.695029e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 1242 members 
Mstep: Class 3 contains 12339 members 
Mstep: Class 4 contains 23247 members 
Mstep: Class 5 contains 29030 members 
Mstep: Class 6 contains 4475 members 
Mstep: Class 7 contains 24069 members 
Mstep: Class 8 contains 14177 members 
Mstep: Class 9 contains 8880 members 
Mstep: Class 10 contains 40892 members 
Mstep: Class 11 contains 3628 members 
Mstep: Class 12 contains 13699 members 
Mstep: Class 13 contains 28906 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 10145 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 98425 members 
Mstep: Class 20 contains 2806 members 
Mstep: Class 21 contains 16304 members 
Mstep: Class 22 contains 3412 members 
Entering Unmasked Estep 
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Iteration 111Q: 23 clusters Score -2.695034e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 1242 members 
Mstep: Class 3 contains 12327 members 
Mstep: Class 4 contains 23256 members 
Mstep: Class 5 contains 29030 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 14148 members 
Mstep: Class 9 contains 8889 members 
Mstep: Class 10 contains 40840 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 13696 members 
Mstep: Class 13 contains 28900 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 10146 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 98524 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 16270 members 
Mstep: Class 22 contains 3416 members 
Entering Unmasked Estep 
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Iteration 112Q: 23 clusters Score -2.695031e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 1241 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 23264 members 
Mstep: Class 5 contains 29026 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 24115 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 8896 members 
Mstep: Class 10 contains 40792 members 
Mstep: Class 11 contains 3638 members 
Mstep: Class 12 contains 13696 members 
Mstep: Class 13 contains 28891 members 
Mstep: Class 14 contains 4274 members 
Mstep: Class 15 contains 10145 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 6643 members 
Mstep: Class 19 contains 98611 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 16231 members 
Mstep: Class 22 contains 3418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950384.000000 Penalty: 46602.589844
Iteration 113Q: 23 clusters Score -2.695038e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104136 members 
Mstep: Class 2 contains 1241 members 
Mstep: Class 3 contains 12322 members 
Mstep: Class 4 contains 23278 members 
Mstep: Class 5 contains 29025 members 
Mstep: Class 6 contains 4462 members 
Mstep: Class 7 contains 24132 members 
Mstep: Class 8 contains 14094 members 
Mstep: Class 9 contains 8910 members 
Mstep: Class 10 contains 40751 members 
Mstep: Class 11 contains 3639 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 13 contains 28885 members 
Mstep: Class 14 contains 4269 members 
Mstep: Class 15 contains 10142 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 6643 members 
Mstep: Class 19 contains 98679 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 16197 members 
Mstep: Class 22 contains 3426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950420.000000 Penalty: 46602.589844
Iteration 114Q: 23 clusters Score -2.695042e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104132 members 
Mstep: Class 2 contains 1242 members 
Mstep: Class 3 contains 12321 members 
Mstep: Class 4 contains 23288 members 
Mstep: Class 5 contains 29024 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 24151 members 
Mstep: Class 8 contains 14074 members 
Mstep: Class 9 contains 8921 members 
Mstep: Class 10 contains 40699 members 
Mstep: Class 11 contains 3645 members 
Mstep: Class 12 contains 13683 members 
Mstep: Class 13 contains 28881 members 
Mstep: Class 14 contains 4264 members 
Mstep: Class 15 contains 10142 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 6644 members 
Mstep: Class 19 contains 98757 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 16167 members 
Mstep: Class 22 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950346.000000 Penalty: 46602.589844
Iteration 115Q: 23 clusters Score -2.695035e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104132 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 12318 members 
Mstep: Class 4 contains 23299 members 
Mstep: Class 5 contains 29023 members 
Mstep: Class 6 contains 4461 members 
Mstep: Class 7 contains 24167 members 
Mstep: Class 8 contains 14056 members 
Mstep: Class 9 contains 8926 members 
Mstep: Class 10 contains 40651 members 
Mstep: Class 11 contains 3653 members 
Mstep: Class 12 contains 13676 members 
Mstep: Class 13 contains 28875 members 
Mstep: Class 14 contains 4259 members 
Mstep: Class 15 contains 10141 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 6644 members 
Mstep: Class 19 contains 98826 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 16138 members 
Mstep: Class 22 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950338.000000 Penalty: 46602.589844
Iteration 116Q: 23 clusters Score -2.695034e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104131 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 12316 members 
Mstep: Class 4 contains 23302 members 
Mstep: Class 5 contains 29021 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 24185 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 40619 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 12 contains 13671 members 
Mstep: Class 13 contains 28872 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 10139 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 6646 members 
Mstep: Class 19 contains 98895 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 16113 members 
Mstep: Class 22 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950292.000000 Penalty: 46602.589844
Iteration 117Q: 23 clusters Score -2.695029e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 12309 members 
Mstep: Class 4 contains 23305 members 
Mstep: Class 5 contains 29018 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 24197 members 
Mstep: Class 8 contains 14012 members 
Mstep: Class 9 contains 8940 members 
Mstep: Class 10 contains 40588 members 
Mstep: Class 11 contains 3663 members 
Mstep: Class 12 contains 13670 members 
Mstep: Class 13 contains 28873 members 
Mstep: Class 14 contains 4255 members 
Mstep: Class 15 contains 10135 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 6647 members 
Mstep: Class 19 contains 98965 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 16094 members 
Mstep: Class 22 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950316.000000 Penalty: 46602.589844
Iteration 118Q: 23 clusters Score -2.695032e+07 nChanged 145
Entering ConstructFrom: 
Score: -26950316.000000 Penalty: 46602.589844
Entering ConstructFrom: 
Trying to split cluster 1 (104120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Entering Unmasked Estep 
Score: -6416570.500000 Penalty: 1877.411133
	Iteration 0F: 2 clusters Score -6416570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -6346746.000000 Penalty: 3754.822266
	Iteration 0F: 3 clusters Score -6346746 nChanged 49731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -6375803.000000 Penalty: 3754.822266
	Iteration 1F: 3 clusters Score -6375803 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -6376844.500000 Penalty: 3754.822266
	Iteration 2Q: 3 clusters Score -6376844 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -6378139.000000 Penalty: 3754.822266
	Iteration 3Q: 3 clusters Score -6378139 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -6379822.500000 Penalty: 3754.822266
	Iteration 4Q: 3 clusters Score -6379822 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -6382052.500000 Penalty: 3754.822266
	Iteration 5Q: 3 clusters Score -6382052 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -6385003.500000 Penalty: 3754.822266
	Iteration 6F: 3 clusters Score -6385004 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -6388663.000000 Penalty: 3754.822266
	Iteration 7F: 3 clusters Score -6388663 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -6392641.000000 Penalty: 3754.822266
	Iteration 8F: 3 clusters Score -6392641 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
Score: -6396199.000000 Penalty: 3754.822266
	Iteration 9F: 3 clusters Score -6396199 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -6398603.500000 Penalty: 3754.822266
	Iteration 10Q: 3 clusters Score -6398604 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -6399927.500000 Penalty: 3754.822266
	Iteration 11Q: 3 clusters Score -6399928 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -6400753.000000 Penalty: 3754.822266
	Iteration 12Q: 3 clusters Score -6400753 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -6401459.000000 Penalty: 3754.822266
	Iteration 13Q: 3 clusters Score -6401459 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -6402165.500000 Penalty: 3754.822266
	Iteration 14Q: 3 clusters Score -6402166 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -6402884.000000 Penalty: 3754.822266
	Iteration 15Q: 3 clusters Score -6402884 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 85285 members 
Entering Unmasked Estep 
Score: -6403732.000000 Penalty: 3754.822266
	Iteration 16Q: 3 clusters Score -6403732 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 87341 members 
Entering Unmasked Estep 
Score: -6404609.500000 Penalty: 3754.822266
	Iteration 17Q: 3 clusters Score -6404610 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -6405511.000000 Penalty: 3754.822266
	Iteration 18Q: 3 clusters Score -6405511 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -6406568.000000 Penalty: 3754.822266
	Iteration 19Q: 3 clusters Score -6406568 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -6407693.500000 Penalty: 3754.822266
	Iteration 20F: 3 clusters Score -6407694 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -6408921.500000 Penalty: 3754.822266
	Iteration 21Q: 3 clusters Score -6408922 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 97495 members 
Entering Unmasked Estep 
Score: -6410205.500000 Penalty: 3754.822266
	Iteration 22Q: 3 clusters Score -6410206 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -6411385.500000 Penalty: 3754.822266
	Iteration 23Q: 3 clusters Score -6411386 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -6412488.000000 Penalty: 3754.822266
	Iteration 24Q: 3 clusters Score -6412488 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 101957 members 
Entering Unmasked Estep 
Score: -6413452.500000 Penalty: 3754.822266
	Iteration 25Q: 3 clusters Score -6413452 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -6414077.500000 Penalty: 3754.822266
	Iteration 26Q: 3 clusters Score -6414078 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 103271 members 
Entering Unmasked Estep 
Score: -6414442.000000 Penalty: 3754.822266
	Iteration 27Q: 3 clusters Score -6414442 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -6414638.500000 Penalty: 3754.822266
	Iteration 28Q: 3 clusters Score -6414638 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -6414766.500000 Penalty: 3754.822266
	Iteration 29Q: 3 clusters Score -6414766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 103712 members 
Entering Unmasked Estep 
Score: -6414820.500000 Penalty: 3754.822266
	Iteration 30Q: 3 clusters Score -6414820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 103749 members 
Entering Unmasked Estep 
Score: -6414862.500000 Penalty: 3754.822266
	Iteration 31Q: 3 clusters Score -6414862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -6414894.500000 Penalty: 3754.822266
	Iteration 32Q: 3 clusters Score -6414894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -6414919.500000 Penalty: 3754.822266
	Iteration 33Q: 3 clusters Score -6414920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 103807 members 
Entering Unmasked Estep 
Score: -6414927.000000 Penalty: 3754.822266
	Iteration 34Q: 3 clusters Score -6414927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -6414946.500000 Penalty: 3754.822266
	Iteration 35Q: 3 clusters Score -6414946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -6414962.000000 Penalty: 3754.822266
	Iteration 36Q: 3 clusters Score -6414962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 103838 members 
Entering Unmasked Estep 
Score: -6414962.000000 Penalty: 3754.822266
	Iteration 37Q: 3 clusters Score -6414962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 103842 members 
Entering Unmasked Estep 
Score: -6414970.500000 Penalty: 3754.822266
	Iteration 38Q: 3 clusters Score -6414970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -6414973.500000 Penalty: 3754.822266
	Iteration 39Q: 3 clusters Score -6414974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -6414973.000000 Penalty: 3754.822266
	Iteration 40F: 3 clusters Score -6414973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -6414973.500000 Penalty: 3754.822266
	Iteration 41Q: 3 clusters Score -6414974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -6414973.500000 Penalty: 3754.822266
	Iteration 42F: 3 clusters Score -6414974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -67827.750000 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -67827.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -66208.390625 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -66208.39 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -66519.125000 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -66519.12 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -66589.437500 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -66589.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -66628.257812 Penalty: 2315.978271
	Iteration 3Q: 3 clusters Score -66628.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66653.226562 Penalty: 2315.978271
	Iteration 4Q: 3 clusters Score -66653.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -66682.812500 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -66682.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -66704.148438 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -66704.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66718.992188 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -66718.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -66734.757812 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -66734.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -66750.546875 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -66750.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -66774.890625 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -66774.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66793.320312 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -66793.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -66804.781250 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -66804.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -66815.328125 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -66815.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -66823.125000 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -66823.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -66828.554688 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -66828.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -66837.171875 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -66837.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -66842.203125 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -66842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66845.195312 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -66845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66846.882812 Penalty: 2315.978271
	Iteration 19Q: 3 clusters Score -66846.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -66850.687500 Penalty: 2315.978271
	Iteration 20F: 3 clusters Score -66850.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66857.101562 Penalty: 2315.978271
	Iteration 21Q: 3 clusters Score -66857.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -66866.578125 Penalty: 2315.978271
	Iteration 22Q: 3 clusters Score -66866.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -66876.156250 Penalty: 2315.978271
	Iteration 23Q: 3 clusters Score -66876.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -66887.687500 Penalty: 2315.978271
	Iteration 24Q: 3 clusters Score -66887.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -66895.093750 Penalty: 2315.978271
	Iteration 25Q: 3 clusters Score -66895.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -66901.617188 Penalty: 2315.978271
	Iteration 26Q: 3 clusters Score -66901.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66905.820312 Penalty: 2315.978271
	Iteration 27Q: 3 clusters Score -66905.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -66913.671875 Penalty: 2315.978271
	Iteration 28Q: 3 clusters Score -66913.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66921.281250 Penalty: 2315.978271
	Iteration 29Q: 3 clusters Score -66921.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66928.226562 Penalty: 2315.978271
	Iteration 30Q: 3 clusters Score -66928.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66934.726562 Penalty: 2315.978271
	Iteration 31Q: 3 clusters Score -66934.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -66936.460938 Penalty: 2315.978271
	Iteration 32Q: 3 clusters Score -66936.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -66937.062500 Penalty: 2315.978271
	Iteration 33Q: 3 clusters Score -66937.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -66938.500000 Penalty: 2315.978271
	Iteration 34Q: 3 clusters Score -66938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -66939.570312 Penalty: 2315.978271
	Iteration 35Q: 3 clusters Score -66939.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66940.289062 Penalty: 2315.978271
	Iteration 36Q: 3 clusters Score -66940.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66940.515625 Penalty: 2315.978271
	Iteration 37Q: 3 clusters Score -66940.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66940.515625 Penalty: 2315.978271
	Iteration 38F: 3 clusters Score -66940.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Entering Unmasked Estep 
Score: -768970.875000 Penalty: 1530.425781
	Iteration 0F: 2 clusters Score -768970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -760282.687500 Penalty: 3060.851562
	Iteration 0F: 3 clusters Score -760282.7 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -763035.875000 Penalty: 3060.851562
	Iteration 1F: 3 clusters Score -763035.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -763265.687500 Penalty: 3060.851562
	Iteration 2F: 3 clusters Score -763265.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -763424.062500 Penalty: 3060.851562
	Iteration 3Q: 3 clusters Score -763424.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -763563.125000 Penalty: 3060.851562
	Iteration 4Q: 3 clusters Score -763563.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -763677.187500 Penalty: 3060.851562
	Iteration 5Q: 3 clusters Score -763677.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -763768.437500 Penalty: 3060.851562
	Iteration 6Q: 3 clusters Score -763768.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -763852.687500 Penalty: 3060.851562
	Iteration 7Q: 3 clusters Score -763852.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -763935.250000 Penalty: 3060.851562
	Iteration 8Q: 3 clusters Score -763935.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -764007.812500 Penalty: 3060.851562
	Iteration 9Q: 3 clusters Score -764007.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -764069.187500 Penalty: 3060.851562
	Iteration 10Q: 3 clusters Score -764069.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -764120.375000 Penalty: 3060.851562
	Iteration 11Q: 3 clusters Score -764120.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -764166.812500 Penalty: 3060.851562
	Iteration 12Q: 3 clusters Score -764166.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -764218.750000 Penalty: 3060.851562
	Iteration 13Q: 3 clusters Score -764218.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -764275.062500 Penalty: 3060.851562
	Iteration 14Q: 3 clusters Score -764275.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -764338.812500 Penalty: 3060.851562
	Iteration 15Q: 3 clusters Score -764338.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -764400.000000 Penalty: 3060.851562
	Iteration 16Q: 3 clusters Score -764400 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -764478.000000 Penalty: 3060.851562
	Iteration 17Q: 3 clusters Score -764478 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -764573.437500 Penalty: 3060.851562
	Iteration 18Q: 3 clusters Score -764573.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -764700.937500 Penalty: 3060.851562
	Iteration 19Q: 3 clusters Score -764700.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -764835.750000 Penalty: 3060.851562
	Iteration 20F: 3 clusters Score -764835.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -765012.000000 Penalty: 3060.851562
	Iteration 21Q: 3 clusters Score -765012 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -765218.625000 Penalty: 3060.851562
	Iteration 22Q: 3 clusters Score -765218.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -765444.125000 Penalty: 3060.851562
	Iteration 23Q: 3 clusters Score -765444.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -765633.437500 Penalty: 3060.851562
	Iteration 24Q: 3 clusters Score -765633.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -765790.500000 Penalty: 3060.851562
	Iteration 25Q: 3 clusters Score -765790.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -765903.375000 Penalty: 3060.851562
	Iteration 26Q: 3 clusters Score -765903.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -765991.437500 Penalty: 3060.851562
	Iteration 27Q: 3 clusters Score -765991.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -766071.062500 Penalty: 3060.851562
	Iteration 28Q: 3 clusters Score -766071.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -766131.750000 Penalty: 3060.851562
	Iteration 29Q: 3 clusters Score -766131.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -766183.500000 Penalty: 3060.851562
	Iteration 30Q: 3 clusters Score -766183.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -766224.937500 Penalty: 3060.851562
	Iteration 31Q: 3 clusters Score -766224.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -766260.562500 Penalty: 3060.851562
	Iteration 32Q: 3 clusters Score -766260.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -766292.875000 Penalty: 3060.851562
	Iteration 33Q: 3 clusters Score -766292.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -766327.875000 Penalty: 3060.851562
	Iteration 34Q: 3 clusters Score -766327.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -766365.187500 Penalty: 3060.851562
	Iteration 35Q: 3 clusters Score -766365.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -766403.812500 Penalty: 3060.851562
	Iteration 36Q: 3 clusters Score -766403.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -766447.437500 Penalty: 3060.851562
	Iteration 37Q: 3 clusters Score -766447.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -766501.687500 Penalty: 3060.851562
	Iteration 38Q: 3 clusters Score -766501.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -766565.125000 Penalty: 3060.851562
	Iteration 39Q: 3 clusters Score -766565.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -766631.187500 Penalty: 3060.851562
	Iteration 40F: 3 clusters Score -766631.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -766683.625000 Penalty: 3060.851562
	Iteration 41Q: 3 clusters Score -766683.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -766737.562500 Penalty: 3060.851562
	Iteration 42Q: 3 clusters Score -766737.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -766797.625000 Penalty: 3060.851562
	Iteration 43Q: 3 clusters Score -766797.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -766858.812500 Penalty: 3060.851562
	Iteration 44Q: 3 clusters Score -766858.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -766921.500000 Penalty: 3060.851562
	Iteration 45Q: 3 clusters Score -766921.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -766981.062500 Penalty: 3060.851562
	Iteration 46Q: 3 clusters Score -766981.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -767058.437500 Penalty: 3060.851562
	Iteration 47Q: 3 clusters Score -767058.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -767129.625000 Penalty: 3060.851562
	Iteration 48Q: 3 clusters Score -767129.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -767203.250000 Penalty: 3060.851562
	Iteration 49Q: 3 clusters Score -767203.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -767258.937500 Penalty: 3060.851562
	Iteration 50Q: 3 clusters Score -767258.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -767310.562500 Penalty: 3060.851562
	Iteration 51Q: 3 clusters Score -767310.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -767359.562500 Penalty: 3060.851562
	Iteration 52Q: 3 clusters Score -767359.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -767397.125000 Penalty: 3060.851562
	Iteration 53Q: 3 clusters Score -767397.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -767430.625000 Penalty: 3060.851562
	Iteration 54Q: 3 clusters Score -767430.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -767459.375000 Penalty: 3060.851562
	Iteration 55Q: 3 clusters Score -767459.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -767487.875000 Penalty: 3060.851562
	Iteration 56Q: 3 clusters Score -767487.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -767504.062500 Penalty: 3060.851562
	Iteration 57Q: 3 clusters Score -767504.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -767512.062500 Penalty: 3060.851562
	Iteration 58Q: 3 clusters Score -767512.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -767522.250000 Penalty: 3060.851562
	Iteration 59Q: 3 clusters Score -767522.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -767531.812500 Penalty: 3060.851562
	Iteration 60F: 3 clusters Score -767531.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -767539.125000 Penalty: 3060.851562
	Iteration 61Q: 3 clusters Score -767539.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -767544.687500 Penalty: 3060.851562
	Iteration 62Q: 3 clusters Score -767544.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -767550.250000 Penalty: 3060.851562
	Iteration 63Q: 3 clusters Score -767550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -767552.312500 Penalty: 3060.851562
	Iteration 64Q: 3 clusters Score -767552.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -767556.250000 Penalty: 3060.851562
	Iteration 65Q: 3 clusters Score -767556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -767557.312500 Penalty: 3060.851562
	Iteration 66Q: 3 clusters Score -767557.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -767565.750000 Penalty: 3060.851562
	Iteration 67Q: 3 clusters Score -767565.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -767569.375000 Penalty: 3060.851562
	Iteration 68Q: 3 clusters Score -767569.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -767574.000000 Penalty: 3060.851562
	Iteration 69Q: 3 clusters Score -767574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -767580.187500 Penalty: 3060.851562
	Iteration 70Q: 3 clusters Score -767580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -767581.937500 Penalty: 3060.851562
	Iteration 71Q: 3 clusters Score -767581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -767584.187500 Penalty: 3060.851562
	Iteration 72Q: 3 clusters Score -767584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -767586.750000 Penalty: 3060.851562
	Iteration 73Q: 3 clusters Score -767586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -767588.437500 Penalty: 3060.851562
	Iteration 74Q: 3 clusters Score -767588.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -767589.562500 Penalty: 3060.851562
	Iteration 75Q: 3 clusters Score -767589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -767592.187500 Penalty: 3060.851562
	Iteration 76Q: 3 clusters Score -767592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -767591.687500 Penalty: 3060.851562
	Iteration 77Q: 3 clusters Score -767591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -767591.875000 Penalty: 3060.851562
	Iteration 78Q: 3 clusters Score -767591.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -767591.875000 Penalty: 3060.851562
	Iteration 79F: 3 clusters Score -767591.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Entering Unmasked Estep 
Score: -1465279.250000 Penalty: 1634.196655
	Iteration 0F: 2 clusters Score -1465279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1449518.375000 Penalty: 3268.393311
	Iteration 0F: 3 clusters Score -1449518 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1455544.250000 Penalty: 3268.393311
	Iteration 1F: 3 clusters Score -1455544 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1456061.500000 Penalty: 3268.393311
	Iteration 2F: 3 clusters Score -1456062 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1456603.750000 Penalty: 3268.393311
	Iteration 3F: 3 clusters Score -1456604 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1457210.125000 Penalty: 3268.393311
	Iteration 4F: 3 clusters Score -1457210 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1457972.125000 Penalty: 3268.393311
	Iteration 5F: 3 clusters Score -1457972 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1458966.625000 Penalty: 3268.393311
	Iteration 6F: 3 clusters Score -1458967 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1460126.500000 Penalty: 3268.393311
	Iteration 7F: 3 clusters Score -1460126 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1461217.750000 Penalty: 3268.393311
	Iteration 8F: 3 clusters Score -1461218 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1462168.125000 Penalty: 3268.393311
	Iteration 9Q: 3 clusters Score -1462168 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -1462876.875000 Penalty: 3268.393311
	Iteration 10Q: 3 clusters Score -1462877 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -1463353.625000 Penalty: 3268.393311
	Iteration 11Q: 3 clusters Score -1463354 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -1463592.625000 Penalty: 3268.393311
	Iteration 12Q: 3 clusters Score -1463593 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -1463701.250000 Penalty: 3268.393311
	Iteration 13Q: 3 clusters Score -1463701 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -1463763.875000 Penalty: 3268.393311
	Iteration 14Q: 3 clusters Score -1463764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -1463811.000000 Penalty: 3268.393311
	Iteration 15Q: 3 clusters Score -1463811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -1463842.500000 Penalty: 3268.393311
	Iteration 16Q: 3 clusters Score -1463842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -1463865.000000 Penalty: 3268.393311
	Iteration 17Q: 3 clusters Score -1463865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -1463877.250000 Penalty: 3268.393311
	Iteration 18Q: 3 clusters Score -1463877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -1463892.625000 Penalty: 3268.393311
	Iteration 19Q: 3 clusters Score -1463893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -1463900.750000 Penalty: 3268.393311
	Iteration 20F: 3 clusters Score -1463901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -1463911.500000 Penalty: 3268.393311
	Iteration 21Q: 3 clusters Score -1463912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -1463918.375000 Penalty: 3268.393311
	Iteration 22Q: 3 clusters Score -1463918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -1463930.250000 Penalty: 3268.393311
	Iteration 23Q: 3 clusters Score -1463930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -1463939.875000 Penalty: 3268.393311
	Iteration 24Q: 3 clusters Score -1463940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -1463949.750000 Penalty: 3268.393311
	Iteration 25Q: 3 clusters Score -1463950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -1463952.125000 Penalty: 3268.393311
	Iteration 26Q: 3 clusters Score -1463952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -1463956.500000 Penalty: 3268.393311
	Iteration 27Q: 3 clusters Score -1463956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -1463957.875000 Penalty: 3268.393311
	Iteration 28Q: 3 clusters Score -1463958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -1463957.750000 Penalty: 3268.393311
	Iteration 29Q: 3 clusters Score -1463958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -1463958.125000 Penalty: 3268.393311
	Iteration 30Q: 3 clusters Score -1463958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -1463961.500000 Penalty: 3268.393311
	Iteration 31Q: 3 clusters Score -1463962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -1463962.000000 Penalty: 3268.393311
	Iteration 32Q: 3 clusters Score -1463962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -1463965.000000 Penalty: 3268.393311
	Iteration 33Q: 3 clusters Score -1463965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1463968.750000 Penalty: 3268.393311
	Iteration 34Q: 3 clusters Score -1463969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -1463971.375000 Penalty: 3268.393311
	Iteration 35Q: 3 clusters Score -1463971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -1463973.000000 Penalty: 3268.393311
	Iteration 36Q: 3 clusters Score -1463973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -1463973.875000 Penalty: 3268.393311
	Iteration 37Q: 3 clusters Score -1463974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -1463974.000000 Penalty: 3268.393311
	Iteration 38Q: 3 clusters Score -1463974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -1463974.000000 Penalty: 3268.393311
	Iteration 39F: 3 clusters Score -1463974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Entering Unmasked Estep 
Score: -1773997.500000 Penalty: 1669.802246
	Iteration 0F: 2 clusters Score -1773998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1754507.625000 Penalty: 3339.604492
	Iteration 0F: 3 clusters Score -1754508 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1761992.625000 Penalty: 3339.604492
	Iteration 1F: 3 clusters Score -1761993 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1762605.250000 Penalty: 3339.604492
	Iteration 2F: 3 clusters Score -1762605 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1763360.500000 Penalty: 3339.604492
	Iteration 3F: 3 clusters Score -1763360 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1764441.375000 Penalty: 3339.604492
	Iteration 4F: 3 clusters Score -1764441 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1765868.625000 Penalty: 3339.604492
	Iteration 5F: 3 clusters Score -1765869 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1767438.500000 Penalty: 3339.604492
	Iteration 6F: 3 clusters Score -1767438 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1768802.000000 Penalty: 3339.604492
	Iteration 7F: 3 clusters Score -1768802 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1769794.875000 Penalty: 3339.604492
	Iteration 8Q: 3 clusters Score -1769795 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1770485.000000 Penalty: 3339.604492
	Iteration 9Q: 3 clusters Score -1770485 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1771047.250000 Penalty: 3339.604492
	Iteration 10Q: 3 clusters Score -1771047 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1771501.625000 Penalty: 3339.604492
	Iteration 11Q: 3 clusters Score -1771502 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1771829.125000 Penalty: 3339.604492
	Iteration 12Q: 3 clusters Score -1771829 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1772009.625000 Penalty: 3339.604492
	Iteration 13Q: 3 clusters Score -1772010 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1772107.125000 Penalty: 3339.604492
	Iteration 14Q: 3 clusters Score -1772107 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1772153.500000 Penalty: 3339.604492
	Iteration 15Q: 3 clusters Score -1772154 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1772187.250000 Penalty: 3339.604492
	Iteration 16Q: 3 clusters Score -1772187 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1772203.125000 Penalty: 3339.604492
	Iteration 17Q: 3 clusters Score -1772203 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1772218.875000 Penalty: 3339.604492
	Iteration 18Q: 3 clusters Score -1772219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1772221.625000 Penalty: 3339.604492
	Iteration 19Q: 3 clusters Score -1772222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1772230.625000 Penalty: 3339.604492
	Iteration 20F: 3 clusters Score -1772231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1772233.125000 Penalty: 3339.604492
	Iteration 21Q: 3 clusters Score -1772233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1772233.875000 Penalty: 3339.604492
	Iteration 22Q: 3 clusters Score -1772234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1772233.125000 Penalty: 3339.604492
	Iteration 23Q: 3 clusters Score -1772233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1772231.000000 Penalty: 3339.604492
	Iteration 24Q: 3 clusters Score -1772231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1772236.000000 Penalty: 3339.604492
	Iteration 25Q: 3 clusters Score -1772236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1772239.750000 Penalty: 3339.604492
	Iteration 26Q: 3 clusters Score -1772240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1772241.125000 Penalty: 3339.604492
	Iteration 27Q: 3 clusters Score -1772241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1772242.250000 Penalty: 3339.604492
	Iteration 28Q: 3 clusters Score -1772242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1772238.875000 Penalty: 3339.604492
	Iteration 29Q: 3 clusters Score -1772239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1772241.000000 Penalty: 3339.604492
	Iteration 30Q: 3 clusters Score -1772241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1772246.750000 Penalty: 3339.604492
	Iteration 31Q: 3 clusters Score -1772247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1772250.625000 Penalty: 3339.604492
	Iteration 32Q: 3 clusters Score -1772251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1772250.375000 Penalty: 3339.604492
	Iteration 33Q: 3 clusters Score -1772250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1772253.250000 Penalty: 3339.604492
	Iteration 34Q: 3 clusters Score -1772253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1772260.500000 Penalty: 3339.604492
	Iteration 35Q: 3 clusters Score -1772260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1772257.125000 Penalty: 3339.604492
	Iteration 36Q: 3 clusters Score -1772257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1772253.125000 Penalty: 3339.604492
	Iteration 37Q: 3 clusters Score -1772253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1772250.500000 Penalty: 3339.604492
	Iteration 38Q: 3 clusters Score -1772250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1772253.125000 Penalty: 3339.604492
	Iteration 39Q: 3 clusters Score -1772253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1772251.250000 Penalty: 3339.604492
	Iteration 40F: 3 clusters Score -1772251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1772256.625000 Penalty: 3339.604492
	Iteration 41Q: 3 clusters Score -1772257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1772258.750000 Penalty: 3339.604492
	Iteration 42Q: 3 clusters Score -1772259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1772259.250000 Penalty: 3339.604492
	Iteration 43Q: 3 clusters Score -1772259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1772259.750000 Penalty: 3339.604492
	Iteration 44Q: 3 clusters Score -1772260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1772262.000000 Penalty: 3339.604492
	Iteration 45Q: 3 clusters Score -1772262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1772260.000000 Penalty: 3339.604492
	Iteration 46Q: 3 clusters Score -1772260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1772263.125000 Penalty: 3339.604492
	Iteration 47Q: 3 clusters Score -1772263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1772257.375000 Penalty: 3339.604492
	Iteration 48Q: 3 clusters Score -1772257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1772256.625000 Penalty: 3339.604492
	Iteration 49Q: 3 clusters Score -1772257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1772256.500000 Penalty: 3339.604492
	Iteration 50Q: 3 clusters Score -1772256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1772261.000000 Penalty: 3339.604492
	Iteration 51Q: 3 clusters Score -1772261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1772265.875000 Penalty: 3339.604492
	Iteration 52Q: 3 clusters Score -1772266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1772266.875000 Penalty: 3339.604492
	Iteration 53Q: 3 clusters Score -1772267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1772261.875000 Penalty: 3339.604492
	Iteration 54Q: 3 clusters Score -1772262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1772263.625000 Penalty: 3339.604492
	Iteration 55Q: 3 clusters Score -1772264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1772265.625000 Penalty: 3339.604492
	Iteration 56Q: 3 clusters Score -1772266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1772265.250000 Penalty: 3339.604492
	Iteration 57Q: 3 clusters Score -1772265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1772259.750000 Penalty: 3339.604492
	Iteration 58Q: 3 clusters Score -1772260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1772257.375000 Penalty: 3339.604492
	Iteration 59Q: 3 clusters Score -1772257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1772260.750000 Penalty: 3339.604492
	Iteration 60F: 3 clusters Score -1772261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1772259.250000 Penalty: 3339.604492
	Iteration 61Q: 3 clusters Score -1772259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1772257.250000 Penalty: 3339.604492
	Iteration 62Q: 3 clusters Score -1772257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1772263.000000 Penalty: 3339.604492
	Iteration 63Q: 3 clusters Score -1772263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1772266.375000 Penalty: 3339.604492
	Iteration 64Q: 3 clusters Score -1772266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1772268.875000 Penalty: 3339.604492
	Iteration 65Q: 3 clusters Score -1772269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1772265.000000 Penalty: 3339.604492
	Iteration 66Q: 3 clusters Score -1772265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1772262.875000 Penalty: 3339.604492
	Iteration 67Q: 3 clusters Score -1772263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1772267.375000 Penalty: 3339.604492
	Iteration 68Q: 3 clusters Score -1772267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1772269.625000 Penalty: 3339.604492
	Iteration 69Q: 3 clusters Score -1772270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1772270.875000 Penalty: 3339.604492
	Iteration 70Q: 3 clusters Score -1772271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1772270.250000 Penalty: 3339.604492
	Iteration 71Q: 3 clusters Score -1772270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1772268.875000 Penalty: 3339.604492
	Iteration 72Q: 3 clusters Score -1772269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1772273.750000 Penalty: 3339.604492
	Iteration 73Q: 3 clusters Score -1772274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1772275.875000 Penalty: 3339.604492
	Iteration 74Q: 3 clusters Score -1772276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1772271.125000 Penalty: 3339.604492
	Iteration 75Q: 3 clusters Score -1772271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1772270.875000 Penalty: 3339.604492
	Iteration 76Q: 3 clusters Score -1772271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1772269.125000 Penalty: 3339.604492
	Iteration 77Q: 3 clusters Score -1772269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1772268.250000 Penalty: 3339.604492
	Iteration 78Q: 3 clusters Score -1772268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1772268.375000 Penalty: 3339.604492
	Iteration 79Q: 3 clusters Score -1772268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1772269.625000 Penalty: 3339.604492
	Iteration 80F: 3 clusters Score -1772270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1772270.000000 Penalty: 3339.604492
	Iteration 81Q: 3 clusters Score -1772270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1772268.500000 Penalty: 3339.604492
	Iteration 82Q: 3 clusters Score -1772268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1772270.625000 Penalty: 3339.604492
	Iteration 83Q: 3 clusters Score -1772271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1772273.250000 Penalty: 3339.604492
	Iteration 84Q: 3 clusters Score -1772273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1772275.500000 Penalty: 3339.604492
	Iteration 85Q: 3 clusters Score -1772276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1772273.625000 Penalty: 3339.604492
	Iteration 86Q: 3 clusters Score -1772274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1772273.750000 Penalty: 3339.604492
	Iteration 87Q: 3 clusters Score -1772274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1772272.250000 Penalty: 3339.604492
	Iteration 88Q: 3 clusters Score -1772272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1772273.125000 Penalty: 3339.604492
	Iteration 89Q: 3 clusters Score -1772273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1772271.625000 Penalty: 3339.604492
	Iteration 90Q: 3 clusters Score -1772272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1772267.750000 Penalty: 3339.604492
	Iteration 91Q: 3 clusters Score -1772268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1772275.875000 Penalty: 3339.604492
	Iteration 92Q: 3 clusters Score -1772276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1772277.750000 Penalty: 3339.604492
	Iteration 93Q: 3 clusters Score -1772278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1772277.125000 Penalty: 3339.604492
	Iteration 94Q: 3 clusters Score -1772277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1772282.125000 Penalty: 3339.604492
	Iteration 95Q: 3 clusters Score -1772282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1772282.250000 Penalty: 3339.604492
	Iteration 96Q: 3 clusters Score -1772282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1772280.750000 Penalty: 3339.604492
	Iteration 97Q: 3 clusters Score -1772281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1772281.250000 Penalty: 3339.604492
	Iteration 98Q: 3 clusters Score -1772281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1772282.500000 Penalty: 3339.604492
	Iteration 99Q: 3 clusters Score -1772282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1772280.250000 Penalty: 3339.604492
	Iteration 100F: 3 clusters Score -1772280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1772278.250000 Penalty: 3339.604492
	Iteration 101Q: 3 clusters Score -1772278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1772280.125000 Penalty: 3339.604492
	Iteration 102Q: 3 clusters Score -1772280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1772280.750000 Penalty: 3339.604492
	Iteration 103Q: 3 clusters Score -1772281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1772281.250000 Penalty: 3339.604492
	Iteration 104Q: 3 clusters Score -1772281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1772285.375000 Penalty: 3339.604492
	Iteration 105Q: 3 clusters Score -1772285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1772284.500000 Penalty: 3339.604492
	Iteration 106Q: 3 clusters Score -1772284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1772282.625000 Penalty: 3339.604492
	Iteration 107Q: 3 clusters Score -1772283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1772282.750000 Penalty: 3339.604492
	Iteration 108Q: 3 clusters Score -1772283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1772280.000000 Penalty: 3339.604492
	Iteration 109Q: 3 clusters Score -1772280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1772280.500000 Penalty: 3339.604492
	Iteration 110Q: 3 clusters Score -1772280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1772280.500000 Penalty: 3339.604492
	Iteration 111F: 3 clusters Score -1772280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -241430.562500 Penalty: 1365.253174
	Iteration 0F: 2 clusters Score -241430.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -237840.687500 Penalty: 2730.506348
	Iteration 0F: 3 clusters Score -237840.7 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -238967.921875 Penalty: 2730.506348
	Iteration 1F: 3 clusters Score -238967.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -239284.250000 Penalty: 2730.506348
	Iteration 2F: 3 clusters Score -239284.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -239591.781250 Penalty: 2730.506348
	Iteration 3F: 3 clusters Score -239591.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -239859.109375 Penalty: 2730.506348
	Iteration 4F: 3 clusters Score -239859.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -240109.421875 Penalty: 2730.506348
	Iteration 5F: 3 clusters Score -240109.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -240297.109375 Penalty: 2730.506348
	Iteration 6Q: 3 clusters Score -240297.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -240464.156250 Penalty: 2730.506348
	Iteration 7Q: 3 clusters Score -240464.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -240577.421875 Penalty: 2730.506348
	Iteration 8Q: 3 clusters Score -240577.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -240648.484375 Penalty: 2730.506348
	Iteration 9Q: 3 clusters Score -240648.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -240699.906250 Penalty: 2730.506348
	Iteration 10Q: 3 clusters Score -240699.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -240733.578125 Penalty: 2730.506348
	Iteration 11Q: 3 clusters Score -240733.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -240757.609375 Penalty: 2730.506348
	Iteration 12Q: 3 clusters Score -240757.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -240779.359375 Penalty: 2730.506348
	Iteration 13Q: 3 clusters Score -240779.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -240789.312500 Penalty: 2730.506348
	Iteration 14Q: 3 clusters Score -240789.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -240797.875000 Penalty: 2730.506348
	Iteration 15Q: 3 clusters Score -240797.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -240806.234375 Penalty: 2730.506348
	Iteration 16Q: 3 clusters Score -240806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -240807.421875 Penalty: 2730.506348
	Iteration 17Q: 3 clusters Score -240807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -240809.109375 Penalty: 2730.506348
	Iteration 18Q: 3 clusters Score -240809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -240810.515625 Penalty: 2730.506348
	Iteration 19Q: 3 clusters Score -240810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -240815.359375 Penalty: 2730.506348
	Iteration 20F: 3 clusters Score -240815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -240816.625000 Penalty: 2730.506348
	Iteration 21Q: 3 clusters Score -240816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -240818.171875 Penalty: 2730.506348
	Iteration 22Q: 3 clusters Score -240818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -240818.171875 Penalty: 2730.506348
	Iteration 23F: 3 clusters Score -240818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Entering Unmasked Estep 
Score: -1494834.375000 Penalty: 1640.386597
	Iteration 0F: 2 clusters Score -1494834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1478437.875000 Penalty: 3280.773193
	Iteration 0F: 3 clusters Score -1478438 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1484735.750000 Penalty: 3280.773193
	Iteration 1F: 3 clusters Score -1484736 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1485159.375000 Penalty: 3280.773193
	Iteration 2Q: 3 clusters Score -1485159 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1485589.875000 Penalty: 3280.773193
	Iteration 3Q: 3 clusters Score -1485590 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1486071.375000 Penalty: 3280.773193
	Iteration 4Q: 3 clusters Score -1486071 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1486660.500000 Penalty: 3280.773193
	Iteration 5Q: 3 clusters Score -1486660 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1487334.750000 Penalty: 3280.773193
	Iteration 6Q: 3 clusters Score -1487335 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1488027.375000 Penalty: 3280.773193
	Iteration 7Q: 3 clusters Score -1488027 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1488728.375000 Penalty: 3280.773193
	Iteration 8Q: 3 clusters Score -1488728 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1489287.375000 Penalty: 3280.773193
	Iteration 9Q: 3 clusters Score -1489287 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1489677.875000 Penalty: 3280.773193
	Iteration 10Q: 3 clusters Score -1489678 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1489926.375000 Penalty: 3280.773193
	Iteration 11Q: 3 clusters Score -1489926 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1490073.500000 Penalty: 3280.773193
	Iteration 12Q: 3 clusters Score -1490074 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1490172.750000 Penalty: 3280.773193
	Iteration 13Q: 3 clusters Score -1490173 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1490234.750000 Penalty: 3280.773193
	Iteration 14Q: 3 clusters Score -1490235 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1490284.000000 Penalty: 3280.773193
	Iteration 15Q: 3 clusters Score -1490284 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1490328.125000 Penalty: 3280.773193
	Iteration 16Q: 3 clusters Score -1490328 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1490352.750000 Penalty: 3280.773193
	Iteration 17Q: 3 clusters Score -1490353 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1490381.125000 Penalty: 3280.773193
	Iteration 18Q: 3 clusters Score -1490381 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1490410.875000 Penalty: 3280.773193
	Iteration 19Q: 3 clusters Score -1490411 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1490447.750000 Penalty: 3280.773193
	Iteration 20F: 3 clusters Score -1490448 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1490473.750000 Penalty: 3280.773193
	Iteration 21Q: 3 clusters Score -1490474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1490515.250000 Penalty: 3280.773193
	Iteration 22Q: 3 clusters Score -1490515 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1490572.625000 Penalty: 3280.773193
	Iteration 23Q: 3 clusters Score -1490573 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1490626.625000 Penalty: 3280.773193
	Iteration 24Q: 3 clusters Score -1490627 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1490677.875000 Penalty: 3280.773193
	Iteration 25Q: 3 clusters Score -1490678 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1490754.375000 Penalty: 3280.773193
	Iteration 26Q: 3 clusters Score -1490754 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1490815.625000 Penalty: 3280.773193
	Iteration 27Q: 3 clusters Score -1490816 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1490869.125000 Penalty: 3280.773193
	Iteration 28Q: 3 clusters Score -1490869 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1490923.875000 Penalty: 3280.773193
	Iteration 29Q: 3 clusters Score -1490924 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1490977.000000 Penalty: 3280.773193
	Iteration 30Q: 3 clusters Score -1490977 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1491029.625000 Penalty: 3280.773193
	Iteration 31Q: 3 clusters Score -1491030 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1491090.250000 Penalty: 3280.773193
	Iteration 32Q: 3 clusters Score -1491090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1491136.000000 Penalty: 3280.773193
	Iteration 33Q: 3 clusters Score -1491136 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1491186.250000 Penalty: 3280.773193
	Iteration 34Q: 3 clusters Score -1491186 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1491251.375000 Penalty: 3280.773193
	Iteration 35Q: 3 clusters Score -1491251 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1491310.625000 Penalty: 3280.773193
	Iteration 36Q: 3 clusters Score -1491311 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -1491386.125000 Penalty: 3280.773193
	Iteration 37Q: 3 clusters Score -1491386 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1491464.625000 Penalty: 3280.773193
	Iteration 38Q: 3 clusters Score -1491465 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -1491558.375000 Penalty: 3280.773193
	Iteration 39Q: 3 clusters Score -1491558 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -1491674.875000 Penalty: 3280.773193
	Iteration 40F: 3 clusters Score -1491675 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1491790.750000 Penalty: 3280.773193
	Iteration 41Q: 3 clusters Score -1491791 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -1491907.625000 Penalty: 3280.773193
	Iteration 42Q: 3 clusters Score -1491908 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -1492017.750000 Penalty: 3280.773193
	Iteration 43Q: 3 clusters Score -1492018 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -1492132.500000 Penalty: 3280.773193
	Iteration 44Q: 3 clusters Score -1492132 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -1492237.500000 Penalty: 3280.773193
	Iteration 45Q: 3 clusters Score -1492238 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -1492316.250000 Penalty: 3280.773193
	Iteration 46Q: 3 clusters Score -1492316 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -1492406.500000 Penalty: 3280.773193
	Iteration 47Q: 3 clusters Score -1492406 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -1492495.500000 Penalty: 3280.773193
	Iteration 48Q: 3 clusters Score -1492496 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -1492555.375000 Penalty: 3280.773193
	Iteration 49Q: 3 clusters Score -1492555 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -1492636.750000 Penalty: 3280.773193
	Iteration 50Q: 3 clusters Score -1492637 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -1492724.375000 Penalty: 3280.773193
	Iteration 51Q: 3 clusters Score -1492724 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -1492824.250000 Penalty: 3280.773193
	Iteration 52Q: 3 clusters Score -1492824 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -1492908.250000 Penalty: 3280.773193
	Iteration 53Q: 3 clusters Score -1492908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -1492981.625000 Penalty: 3280.773193
	Iteration 54Q: 3 clusters Score -1492982 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -1493035.625000 Penalty: 3280.773193
	Iteration 55Q: 3 clusters Score -1493036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -1493094.500000 Penalty: 3280.773193
	Iteration 56Q: 3 clusters Score -1493094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -1493143.375000 Penalty: 3280.773193
	Iteration 57Q: 3 clusters Score -1493143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -1493183.125000 Penalty: 3280.773193
	Iteration 58Q: 3 clusters Score -1493183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -1493231.500000 Penalty: 3280.773193
	Iteration 59Q: 3 clusters Score -1493232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -1493264.750000 Penalty: 3280.773193
	Iteration 60F: 3 clusters Score -1493265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -1493296.250000 Penalty: 3280.773193
	Iteration 61Q: 3 clusters Score -1493296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -1493330.625000 Penalty: 3280.773193
	Iteration 62Q: 3 clusters Score -1493331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -1493354.125000 Penalty: 3280.773193
	Iteration 63Q: 3 clusters Score -1493354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -1493359.875000 Penalty: 3280.773193
	Iteration 64Q: 3 clusters Score -1493360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -1493373.000000 Penalty: 3280.773193
	Iteration 65Q: 3 clusters Score -1493373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -1493376.250000 Penalty: 3280.773193
	Iteration 66Q: 3 clusters Score -1493376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -1493385.625000 Penalty: 3280.773193
	Iteration 67Q: 3 clusters Score -1493386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -1493393.750000 Penalty: 3280.773193
	Iteration 68Q: 3 clusters Score -1493394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -1493404.250000 Penalty: 3280.773193
	Iteration 69Q: 3 clusters Score -1493404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -1493412.250000 Penalty: 3280.773193
	Iteration 70Q: 3 clusters Score -1493412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -1493419.625000 Penalty: 3280.773193
	Iteration 71Q: 3 clusters Score -1493420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -1493432.375000 Penalty: 3280.773193
	Iteration 72Q: 3 clusters Score -1493432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -1493439.750000 Penalty: 3280.773193
	Iteration 73Q: 3 clusters Score -1493440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -1493447.250000 Penalty: 3280.773193
	Iteration 74Q: 3 clusters Score -1493447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -1493454.125000 Penalty: 3280.773193
	Iteration 75Q: 3 clusters Score -1493454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -1493457.500000 Penalty: 3280.773193
	Iteration 76Q: 3 clusters Score -1493458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1493456.625000 Penalty: 3280.773193
	Iteration 77Q: 3 clusters Score -1493457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -1493459.000000 Penalty: 3280.773193
	Iteration 78Q: 3 clusters Score -1493459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -1493461.500000 Penalty: 3280.773193
	Iteration 79Q: 3 clusters Score -1493462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -1493462.625000 Penalty: 3280.773193
	Iteration 80F: 3 clusters Score -1493463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -1493466.250000 Penalty: 3280.773193
	Iteration 81Q: 3 clusters Score -1493466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -1493466.125000 Penalty: 3280.773193
	Iteration 82Q: 3 clusters Score -1493466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -1493467.875000 Penalty: 3280.773193
	Iteration 83Q: 3 clusters Score -1493468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -1493469.375000 Penalty: 3280.773193
	Iteration 84Q: 3 clusters Score -1493469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -1493474.750000 Penalty: 3280.773193
	Iteration 85Q: 3 clusters Score -1493475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -1493475.500000 Penalty: 3280.773193
	Iteration 86Q: 3 clusters Score -1493476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -1493475.375000 Penalty: 3280.773193
	Iteration 87Q: 3 clusters Score -1493475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -1493477.000000 Penalty: 3280.773193
	Iteration 88Q: 3 clusters Score -1493477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -1493477.000000 Penalty: 3280.773193
	Iteration 89F: 3 clusters Score -1493477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Entering Unmasked Estep 
Score: -882351.750000 Penalty: 1551.322266
	Iteration 0F: 2 clusters Score -882351.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -872709.000000 Penalty: 3102.644531
	Iteration 0F: 3 clusters Score -872709 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -876070.125000 Penalty: 3102.644531
	Iteration 1F: 3 clusters Score -876070.1 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -876412.187500 Penalty: 3102.644531
	Iteration 2F: 3 clusters Score -876412.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -876709.375000 Penalty: 3102.644531
	Iteration 3F: 3 clusters Score -876709.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -876990.562500 Penalty: 3102.644531
	Iteration 4Q: 3 clusters Score -876990.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -877251.562500 Penalty: 3102.644531
	Iteration 5Q: 3 clusters Score -877251.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -877514.812500 Penalty: 3102.644531
	Iteration 6Q: 3 clusters Score -877514.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -877850.687500 Penalty: 3102.644531
	Iteration 7Q: 3 clusters Score -877850.7 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -878259.437500 Penalty: 3102.644531
	Iteration 8F: 3 clusters Score -878259.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -878705.750000 Penalty: 3102.644531
	Iteration 9F: 3 clusters Score -878705.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -879151.000000 Penalty: 3102.644531
	Iteration 10Q: 3 clusters Score -879151 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -879578.500000 Penalty: 3102.644531
	Iteration 11Q: 3 clusters Score -879578.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -879905.375000 Penalty: 3102.644531
	Iteration 12Q: 3 clusters Score -879905.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -880118.812500 Penalty: 3102.644531
	Iteration 13Q: 3 clusters Score -880118.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -880285.875000 Penalty: 3102.644531
	Iteration 14Q: 3 clusters Score -880285.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -880396.437500 Penalty: 3102.644531
	Iteration 15Q: 3 clusters Score -880396.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -880475.312500 Penalty: 3102.644531
	Iteration 16Q: 3 clusters Score -880475.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -880522.000000 Penalty: 3102.644531
	Iteration 17Q: 3 clusters Score -880522 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -880559.437500 Penalty: 3102.644531
	Iteration 18Q: 3 clusters Score -880559.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -880585.187500 Penalty: 3102.644531
	Iteration 19Q: 3 clusters Score -880585.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -880620.937500 Penalty: 3102.644531
	Iteration 20F: 3 clusters Score -880620.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -880659.500000 Penalty: 3102.644531
	Iteration 21Q: 3 clusters Score -880659.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -880684.750000 Penalty: 3102.644531
	Iteration 22Q: 3 clusters Score -880684.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -880709.875000 Penalty: 3102.644531
	Iteration 23Q: 3 clusters Score -880709.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -880730.437500 Penalty: 3102.644531
	Iteration 24Q: 3 clusters Score -880730.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -880748.187500 Penalty: 3102.644531
	Iteration 25Q: 3 clusters Score -880748.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -880764.812500 Penalty: 3102.644531
	Iteration 26Q: 3 clusters Score -880764.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -880784.250000 Penalty: 3102.644531
	Iteration 27Q: 3 clusters Score -880784.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -880798.062500 Penalty: 3102.644531
	Iteration 28Q: 3 clusters Score -880798.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -880806.625000 Penalty: 3102.644531
	Iteration 29Q: 3 clusters Score -880806.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -880815.187500 Penalty: 3102.644531
	Iteration 30Q: 3 clusters Score -880815.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -880820.125000 Penalty: 3102.644531
	Iteration 31Q: 3 clusters Score -880820.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -880821.875000 Penalty: 3102.644531
	Iteration 32Q: 3 clusters Score -880821.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -880825.062500 Penalty: 3102.644531
	Iteration 33Q: 3 clusters Score -880825.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -880830.312500 Penalty: 3102.644531
	Iteration 34Q: 3 clusters Score -880830.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -880832.937500 Penalty: 3102.644531
	Iteration 35Q: 3 clusters Score -880832.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -880837.562500 Penalty: 3102.644531
	Iteration 36Q: 3 clusters Score -880837.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -880840.562500 Penalty: 3102.644531
	Iteration 37Q: 3 clusters Score -880840.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -880845.187500 Penalty: 3102.644531
	Iteration 38Q: 3 clusters Score -880845.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -880849.250000 Penalty: 3102.644531
	Iteration 39Q: 3 clusters Score -880849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -880851.812500 Penalty: 3102.644531
	Iteration 40F: 3 clusters Score -880851.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -880853.312500 Penalty: 3102.644531
	Iteration 41Q: 3 clusters Score -880853.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -880852.312500 Penalty: 3102.644531
	Iteration 42Q: 3 clusters Score -880852.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -880855.562500 Penalty: 3102.644531
	Iteration 43Q: 3 clusters Score -880855.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -880858.500000 Penalty: 3102.644531
	Iteration 44Q: 3 clusters Score -880858.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -880860.500000 Penalty: 3102.644531
	Iteration 45Q: 3 clusters Score -880860.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -880861.937500 Penalty: 3102.644531
	Iteration 46Q: 3 clusters Score -880861.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -880866.750000 Penalty: 3102.644531
	Iteration 47Q: 3 clusters Score -880866.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -880872.750000 Penalty: 3102.644531
	Iteration 48Q: 3 clusters Score -880872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -880873.937500 Penalty: 3102.644531
	Iteration 49Q: 3 clusters Score -880873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -880875.125000 Penalty: 3102.644531
	Iteration 50Q: 3 clusters Score -880875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -880877.062500 Penalty: 3102.644531
	Iteration 51Q: 3 clusters Score -880877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -880874.875000 Penalty: 3102.644531
	Iteration 52Q: 3 clusters Score -880874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -880878.875000 Penalty: 3102.644531
	Iteration 53Q: 3 clusters Score -880878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -880879.937500 Penalty: 3102.644531
	Iteration 54Q: 3 clusters Score -880879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -880879.875000 Penalty: 3102.644531
	Iteration 55Q: 3 clusters Score -880879.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -880881.812500 Penalty: 3102.644531
	Iteration 56Q: 3 clusters Score -880881.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -880885.687500 Penalty: 3102.644531
	Iteration 57Q: 3 clusters Score -880885.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -880890.812500 Penalty: 3102.644531
	Iteration 58Q: 3 clusters Score -880890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -880894.000000 Penalty: 3102.644531
	Iteration 59Q: 3 clusters Score -880894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -880893.625000 Penalty: 3102.644531
	Iteration 60F: 3 clusters Score -880893.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -880897.250000 Penalty: 3102.644531
	Iteration 61Q: 3 clusters Score -880897.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -880901.875000 Penalty: 3102.644531
	Iteration 62Q: 3 clusters Score -880901.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -880905.750000 Penalty: 3102.644531
	Iteration 63Q: 3 clusters Score -880905.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -880909.687500 Penalty: 3102.644531
	Iteration 64Q: 3 clusters Score -880909.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -880912.000000 Penalty: 3102.644531
	Iteration 65Q: 3 clusters Score -880912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -880914.437500 Penalty: 3102.644531
	Iteration 66Q: 3 clusters Score -880914.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -880917.937500 Penalty: 3102.644531
	Iteration 67Q: 3 clusters Score -880917.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -880920.562500 Penalty: 3102.644531
	Iteration 68Q: 3 clusters Score -880920.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -880922.375000 Penalty: 3102.644531
	Iteration 69Q: 3 clusters Score -880922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -880925.375000 Penalty: 3102.644531
	Iteration 70Q: 3 clusters Score -880925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -880930.125000 Penalty: 3102.644531
	Iteration 71Q: 3 clusters Score -880930.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -880934.000000 Penalty: 3102.644531
	Iteration 72Q: 3 clusters Score -880934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -880936.375000 Penalty: 3102.644531
	Iteration 73Q: 3 clusters Score -880936.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -880938.812500 Penalty: 3102.644531
	Iteration 74Q: 3 clusters Score -880938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -880942.562500 Penalty: 3102.644531
	Iteration 75Q: 3 clusters Score -880942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -880944.250000 Penalty: 3102.644531
	Iteration 76Q: 3 clusters Score -880944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -880944.687500 Penalty: 3102.644531
	Iteration 77Q: 3 clusters Score -880944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -880944.750000 Penalty: 3102.644531
	Iteration 78Q: 3 clusters Score -880944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -880946.187500 Penalty: 3102.644531
	Iteration 79Q: 3 clusters Score -880946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -880947.500000 Penalty: 3102.644531
	Iteration 80F: 3 clusters Score -880947.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -880950.437500 Penalty: 3102.644531
	Iteration 81Q: 3 clusters Score -880950.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -880952.250000 Penalty: 3102.644531
	Iteration 82Q: 3 clusters Score -880952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -880953.250000 Penalty: 3102.644531
	Iteration 83Q: 3 clusters Score -880953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -880957.437500 Penalty: 3102.644531
	Iteration 84Q: 3 clusters Score -880957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -880959.812500 Penalty: 3102.644531
	Iteration 85Q: 3 clusters Score -880959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -880960.187500 Penalty: 3102.644531
	Iteration 86Q: 3 clusters Score -880960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -880961.625000 Penalty: 3102.644531
	Iteration 87Q: 3 clusters Score -880961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -880962.937500 Penalty: 3102.644531
	Iteration 88Q: 3 clusters Score -880962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -880963.125000 Penalty: 3102.644531
	Iteration 89Q: 3 clusters Score -880963.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -880963.500000 Penalty: 3102.644531
	Iteration 90Q: 3 clusters Score -880963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -880966.125000 Penalty: 3102.644531
	Iteration 91Q: 3 clusters Score -880966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -880966.000000 Penalty: 3102.644531
	Iteration 92Q: 3 clusters Score -880966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -880966.187500 Penalty: 3102.644531
	Iteration 93Q: 3 clusters Score -880966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -880967.312500 Penalty: 3102.644531
	Iteration 94Q: 3 clusters Score -880967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -880968.000000 Penalty: 3102.644531
	Iteration 95Q: 3 clusters Score -880968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -880968.375000 Penalty: 3102.644531
	Iteration 96Q: 3 clusters Score -880968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -880968.750000 Penalty: 3102.644531
	Iteration 97Q: 3 clusters Score -880968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -880968.750000 Penalty: 3102.644531
	Iteration 98F: 3 clusters Score -880968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Entering Unmasked Estep 
Score: -532834.812500 Penalty: 1478.581299
	Iteration 0F: 2 clusters Score -532834.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -526360.000000 Penalty: 2957.162598
	Iteration 0F: 3 clusters Score -526360 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -528466.062500 Penalty: 2957.162598
	Iteration 1F: 3 clusters Score -528466.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -528758.187500 Penalty: 2957.162598
	Iteration 2F: 3 clusters Score -528758.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -528967.937500 Penalty: 2957.162598
	Iteration 3F: 3 clusters Score -528967.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -529181.687500 Penalty: 2957.162598
	Iteration 4Q: 3 clusters Score -529181.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -529402.000000 Penalty: 2957.162598
	Iteration 5Q: 3 clusters Score -529402 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -529624.750000 Penalty: 2957.162598
	Iteration 6Q: 3 clusters Score -529624.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -529864.750000 Penalty: 2957.162598
	Iteration 7Q: 3 clusters Score -529864.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -530102.000000 Penalty: 2957.162598
	Iteration 8Q: 3 clusters Score -530102 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -530362.687500 Penalty: 2957.162598
	Iteration 9Q: 3 clusters Score -530362.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -530581.250000 Penalty: 2957.162598
	Iteration 10Q: 3 clusters Score -530581.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -530780.500000 Penalty: 2957.162598
	Iteration 11Q: 3 clusters Score -530780.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -530983.125000 Penalty: 2957.162598
	Iteration 12Q: 3 clusters Score -530983.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -531173.625000 Penalty: 2957.162598
	Iteration 13Q: 3 clusters Score -531173.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -531344.125000 Penalty: 2957.162598
	Iteration 14Q: 3 clusters Score -531344.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -531472.750000 Penalty: 2957.162598
	Iteration 15Q: 3 clusters Score -531472.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -531578.937500 Penalty: 2957.162598
	Iteration 16Q: 3 clusters Score -531578.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -531654.875000 Penalty: 2957.162598
	Iteration 17Q: 3 clusters Score -531654.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -531717.437500 Penalty: 2957.162598
	Iteration 18Q: 3 clusters Score -531717.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -531756.437500 Penalty: 2957.162598
	Iteration 19Q: 3 clusters Score -531756.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -531791.750000 Penalty: 2957.162598
	Iteration 20F: 3 clusters Score -531791.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -531810.937500 Penalty: 2957.162598
	Iteration 21Q: 3 clusters Score -531810.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -531828.187500 Penalty: 2957.162598
	Iteration 22Q: 3 clusters Score -531828.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -531841.812500 Penalty: 2957.162598
	Iteration 23Q: 3 clusters Score -531841.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -531850.687500 Penalty: 2957.162598
	Iteration 24Q: 3 clusters Score -531850.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -531858.437500 Penalty: 2957.162598
	Iteration 25Q: 3 clusters Score -531858.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -531864.375000 Penalty: 2957.162598
	Iteration 26Q: 3 clusters Score -531864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -531870.437500 Penalty: 2957.162598
	Iteration 27Q: 3 clusters Score -531870.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -531878.375000 Penalty: 2957.162598
	Iteration 28Q: 3 clusters Score -531878.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -531882.312500 Penalty: 2957.162598
	Iteration 29Q: 3 clusters Score -531882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -531883.937500 Penalty: 2957.162598
	Iteration 30Q: 3 clusters Score -531883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -531885.437500 Penalty: 2957.162598
	Iteration 31Q: 3 clusters Score -531885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -531886.812500 Penalty: 2957.162598
	Iteration 32Q: 3 clusters Score -531886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -531888.437500 Penalty: 2957.162598
	Iteration 33Q: 3 clusters Score -531888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -531888.687500 Penalty: 2957.162598
	Iteration 34Q: 3 clusters Score -531888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -531893.187500 Penalty: 2957.162598
	Iteration 35Q: 3 clusters Score -531893.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -531894.875000 Penalty: 2957.162598
	Iteration 36Q: 3 clusters Score -531894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -531896.250000 Penalty: 2957.162598
	Iteration 37Q: 3 clusters Score -531896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -531896.875000 Penalty: 2957.162598
	Iteration 38Q: 3 clusters Score -531896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -531896.875000 Penalty: 2957.162598
	Iteration 39F: 3 clusters Score -531896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Entering Unmasked Estep 
Score: -2499893.500000 Penalty: 1724.220459
	Iteration 0F: 2 clusters Score -2499894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2472704.750000 Penalty: 3448.440918
	Iteration 0F: 3 clusters Score -2472705 nChanged 18910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2483155.500000 Penalty: 3448.440918
	Iteration 1F: 3 clusters Score -2483156 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2483572.500000 Penalty: 3448.440918
	Iteration 2Q: 3 clusters Score -2483572 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2484023.750000 Penalty: 3448.440918
	Iteration 3Q: 3 clusters Score -2484024 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2484557.000000 Penalty: 3448.440918
	Iteration 4Q: 3 clusters Score -2484557 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2485243.750000 Penalty: 3448.440918
	Iteration 5Q: 3 clusters Score -2485244 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2486214.000000 Penalty: 3448.440918
	Iteration 6Q: 3 clusters Score -2486214 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2487580.000000 Penalty: 3448.440918
	Iteration 7F: 3 clusters Score -2487580 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2489316.250000 Penalty: 3448.440918
	Iteration 8F: 3 clusters Score -2489316 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2491547.500000 Penalty: 3448.440918
	Iteration 9F: 3 clusters Score -2491548 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2494161.750000 Penalty: 3448.440918
	Iteration 10F: 3 clusters Score -2494162 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2496836.500000 Penalty: 3448.440918
	Iteration 11F: 3 clusters Score -2496836 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2498697.750000 Penalty: 3448.440918
	Iteration 12Q: 3 clusters Score -2498698 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2499566.750000 Penalty: 3448.440918
	Iteration 13Q: 3 clusters Score -2499567 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2499943.500000 Penalty: 3448.440918
	Iteration 14Q: 3 clusters Score -2499944 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2500137.750000 Penalty: 3448.440918
	Iteration 15Q: 3 clusters Score -2500138 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2500227.750000 Penalty: 3448.440918
	Iteration 16Q: 3 clusters Score -2500228 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2500285.500000 Penalty: 3448.440918
	Iteration 17Q: 3 clusters Score -2500286 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2500313.000000 Penalty: 3448.440918
	Iteration 18Q: 3 clusters Score -2500313 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2500332.000000 Penalty: 3448.440918
	Iteration 19Q: 3 clusters Score -2500332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2500343.000000 Penalty: 3448.440918
	Iteration 20F: 3 clusters Score -2500343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2500340.750000 Penalty: 3448.440918
	Iteration 21Q: 3 clusters Score -2500341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2500339.500000 Penalty: 3448.440918
	Iteration 22Q: 3 clusters Score -2500340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2500342.000000 Penalty: 3448.440918
	Iteration 23Q: 3 clusters Score -2500342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2500345.250000 Penalty: 3448.440918
	Iteration 24Q: 3 clusters Score -2500345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2500342.250000 Penalty: 3448.440918
	Iteration 25Q: 3 clusters Score -2500342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2500341.500000 Penalty: 3448.440918
	Iteration 26Q: 3 clusters Score -2500342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2500341.750000 Penalty: 3448.440918
	Iteration 27Q: 3 clusters Score -2500342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2500343.500000 Penalty: 3448.440918
	Iteration 28Q: 3 clusters Score -2500344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2500343.250000 Penalty: 3448.440918
	Iteration 29Q: 3 clusters Score -2500343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2500343.500000 Penalty: 3448.440918
	Iteration 30Q: 3 clusters Score -2500344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2500341.500000 Penalty: 3448.440918
	Iteration 31Q: 3 clusters Score -2500342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2500341.750000 Penalty: 3448.440918
	Iteration 32Q: 3 clusters Score -2500342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2500341.750000 Penalty: 3448.440918
	Iteration 33F: 3 clusters Score -2500342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 12308 members 
Mstep: Class 4 contains 23309 members 
Mstep: Class 5 contains 29019 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 24214 members 
Mstep: Class 8 contains 13997 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 26869 members 
Mstep: Class 11 contains 3664 members 
Mstep: Class 12 contains 13667 members 
Mstep: Class 13 contains 28872 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 10140 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 6649 members 
Mstep: Class 19 contains 99011 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 16065 members 
Mstep: Class 22 contains 3432 members 
Mstep: Class 23 contains 13693 members 
Entering Unmasked Estep 
Score: -26950070.000000 Penalty: 48720.890625
Splitting cluster 10 changes total score from -26950316.000000 to -26950070.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (3664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Entering Unmasked Estep 
Score: -189391.031250 Penalty: 1333.525391
	Iteration 0F: 2 clusters Score -189391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -186283.093750 Penalty: 2667.050781
	Iteration 0F: 3 clusters Score -186283.1 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -187229.937500 Penalty: 2667.050781
	Iteration 1F: 3 clusters Score -187229.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -187450.718750 Penalty: 2667.050781
	Iteration 2F: 3 clusters Score -187450.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -187603.156250 Penalty: 2667.050781
	Iteration 3F: 3 clusters Score -187603.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -187722.625000 Penalty: 2667.050781
	Iteration 4Q: 3 clusters Score -187722.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -187857.828125 Penalty: 2667.050781
	Iteration 5Q: 3 clusters Score -187857.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -188011.734375 Penalty: 2667.050781
	Iteration 6Q: 3 clusters Score -188011.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -188163.500000 Penalty: 2667.050781
	Iteration 7Q: 3 clusters Score -188163.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -188314.328125 Penalty: 2667.050781
	Iteration 8Q: 3 clusters Score -188314.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -188463.421875 Penalty: 2667.050781
	Iteration 9Q: 3 clusters Score -188463.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -188579.968750 Penalty: 2667.050781
	Iteration 10Q: 3 clusters Score -188580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -188659.796875 Penalty: 2667.050781
	Iteration 11Q: 3 clusters Score -188659.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -188728.640625 Penalty: 2667.050781
	Iteration 12Q: 3 clusters Score -188728.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -188783.546875 Penalty: 2667.050781
	Iteration 13Q: 3 clusters Score -188783.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -188830.109375 Penalty: 2667.050781
	Iteration 14Q: 3 clusters Score -188830.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -188867.906250 Penalty: 2667.050781
	Iteration 15Q: 3 clusters Score -188867.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -188886.687500 Penalty: 2667.050781
	Iteration 16Q: 3 clusters Score -188886.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -188904.968750 Penalty: 2667.050781
	Iteration 17Q: 3 clusters Score -188905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -188915.406250 Penalty: 2667.050781
	Iteration 18Q: 3 clusters Score -188915.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -188924.984375 Penalty: 2667.050781
	Iteration 19Q: 3 clusters Score -188925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -188936.531250 Penalty: 2667.050781
	Iteration 20F: 3 clusters Score -188936.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -188948.171875 Penalty: 2667.050781
	Iteration 21Q: 3 clusters Score -188948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -188954.687500 Penalty: 2667.050781
	Iteration 22Q: 3 clusters Score -188954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -188956.500000 Penalty: 2667.050781
	Iteration 23Q: 3 clusters Score -188956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -188960.046875 Penalty: 2667.050781
	Iteration 24Q: 3 clusters Score -188960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -188967.156250 Penalty: 2667.050781
	Iteration 25Q: 3 clusters Score -188967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -188970.968750 Penalty: 2667.050781
	Iteration 26Q: 3 clusters Score -188971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -188975.937500 Penalty: 2667.050781
	Iteration 27Q: 3 clusters Score -188975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -188978.718750 Penalty: 2667.050781
	Iteration 28Q: 3 clusters Score -188978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -188981.421875 Penalty: 2667.050781
	Iteration 29Q: 3 clusters Score -188981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -188985.140625 Penalty: 2667.050781
	Iteration 30Q: 3 clusters Score -188985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -188987.875000 Penalty: 2667.050781
	Iteration 31Q: 3 clusters Score -188987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -188990.359375 Penalty: 2667.050781
	Iteration 32Q: 3 clusters Score -188990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -188992.515625 Penalty: 2667.050781
	Iteration 33Q: 3 clusters Score -188992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -188994.125000 Penalty: 2667.050781
	Iteration 34Q: 3 clusters Score -188994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -188996.453125 Penalty: 2667.050781
	Iteration 35Q: 3 clusters Score -188996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -188999.031250 Penalty: 2667.050781
	Iteration 36Q: 3 clusters Score -188999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -189001.875000 Penalty: 2667.050781
	Iteration 37Q: 3 clusters Score -189001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -189002.390625 Penalty: 2667.050781
	Iteration 38Q: 3 clusters Score -189002.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -189002.390625 Penalty: 2667.050781
	Iteration 39F: 3 clusters Score -189002.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Entering Unmasked Estep 
Score: -854333.812500 Penalty: 1547.445190
	Iteration 0F: 2 clusters Score -854333.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -844755.875000 Penalty: 3094.890381
	Iteration 0F: 3 clusters Score -844755.9 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -847984.562500 Penalty: 3094.890381
	Iteration 1F: 3 clusters Score -847984.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -848271.750000 Penalty: 3094.890381
	Iteration 2F: 3 clusters Score -848271.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -848519.687500 Penalty: 3094.890381
	Iteration 3Q: 3 clusters Score -848519.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -848700.812500 Penalty: 3094.890381
	Iteration 4Q: 3 clusters Score -848700.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -848865.125000 Penalty: 3094.890381
	Iteration 5Q: 3 clusters Score -848865.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -849030.062500 Penalty: 3094.890381
	Iteration 6Q: 3 clusters Score -849030.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -849177.062500 Penalty: 3094.890381
	Iteration 7Q: 3 clusters Score -849177.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -849326.000000 Penalty: 3094.890381
	Iteration 8Q: 3 clusters Score -849326 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -849492.937500 Penalty: 3094.890381
	Iteration 9Q: 3 clusters Score -849492.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -849714.000000 Penalty: 3094.890381
	Iteration 10Q: 3 clusters Score -849714 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -850021.125000 Penalty: 3094.890381
	Iteration 11Q: 3 clusters Score -850021.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -850353.062500 Penalty: 3094.890381
	Iteration 12Q: 3 clusters Score -850353.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -850691.125000 Penalty: 3094.890381
	Iteration 13Q: 3 clusters Score -850691.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -850937.562500 Penalty: 3094.890381
	Iteration 14Q: 3 clusters Score -850937.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -851124.875000 Penalty: 3094.890381
	Iteration 15Q: 3 clusters Score -851124.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -851245.812500 Penalty: 3094.890381
	Iteration 16Q: 3 clusters Score -851245.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -851296.375000 Penalty: 3094.890381
	Iteration 17Q: 3 clusters Score -851296.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -851326.312500 Penalty: 3094.890381
	Iteration 18Q: 3 clusters Score -851326.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -851346.500000 Penalty: 3094.890381
	Iteration 19Q: 3 clusters Score -851346.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -851362.000000 Penalty: 3094.890381
	Iteration 20F: 3 clusters Score -851362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -851375.250000 Penalty: 3094.890381
	Iteration 21Q: 3 clusters Score -851375.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -851387.750000 Penalty: 3094.890381
	Iteration 22Q: 3 clusters Score -851387.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -851398.437500 Penalty: 3094.890381
	Iteration 23Q: 3 clusters Score -851398.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -851410.687500 Penalty: 3094.890381
	Iteration 24Q: 3 clusters Score -851410.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -851423.312500 Penalty: 3094.890381
	Iteration 25Q: 3 clusters Score -851423.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -851436.312500 Penalty: 3094.890381
	Iteration 26Q: 3 clusters Score -851436.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -851449.750000 Penalty: 3094.890381
	Iteration 27Q: 3 clusters Score -851449.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -851470.312500 Penalty: 3094.890381
	Iteration 28Q: 3 clusters Score -851470.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -851485.687500 Penalty: 3094.890381
	Iteration 29Q: 3 clusters Score -851485.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -851499.562500 Penalty: 3094.890381
	Iteration 30Q: 3 clusters Score -851499.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -851517.437500 Penalty: 3094.890381
	Iteration 31Q: 3 clusters Score -851517.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -851536.500000 Penalty: 3094.890381
	Iteration 32Q: 3 clusters Score -851536.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -851559.187500 Penalty: 3094.890381
	Iteration 33Q: 3 clusters Score -851559.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -851573.187500 Penalty: 3094.890381
	Iteration 34Q: 3 clusters Score -851573.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -851587.625000 Penalty: 3094.890381
	Iteration 35Q: 3 clusters Score -851587.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -851602.750000 Penalty: 3094.890381
	Iteration 36Q: 3 clusters Score -851602.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -851617.250000 Penalty: 3094.890381
	Iteration 37Q: 3 clusters Score -851617.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -851636.562500 Penalty: 3094.890381
	Iteration 38Q: 3 clusters Score -851636.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -851654.625000 Penalty: 3094.890381
	Iteration 39Q: 3 clusters Score -851654.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -851666.312500 Penalty: 3094.890381
	Iteration 40F: 3 clusters Score -851666.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -851679.000000 Penalty: 3094.890381
	Iteration 41Q: 3 clusters Score -851679 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -851691.750000 Penalty: 3094.890381
	Iteration 42Q: 3 clusters Score -851691.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -851702.875000 Penalty: 3094.890381
	Iteration 43Q: 3 clusters Score -851702.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -851713.687500 Penalty: 3094.890381
	Iteration 44Q: 3 clusters Score -851713.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -851724.875000 Penalty: 3094.890381
	Iteration 45Q: 3 clusters Score -851724.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -851738.875000 Penalty: 3094.890381
	Iteration 46Q: 3 clusters Score -851738.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -851750.687500 Penalty: 3094.890381
	Iteration 47Q: 3 clusters Score -851750.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -851760.250000 Penalty: 3094.890381
	Iteration 48Q: 3 clusters Score -851760.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -851764.750000 Penalty: 3094.890381
	Iteration 49Q: 3 clusters Score -851764.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -851778.625000 Penalty: 3094.890381
	Iteration 50Q: 3 clusters Score -851778.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -851797.000000 Penalty: 3094.890381
	Iteration 51Q: 3 clusters Score -851797 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -851816.437500 Penalty: 3094.890381
	Iteration 52Q: 3 clusters Score -851816.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -851839.562500 Penalty: 3094.890381
	Iteration 53Q: 3 clusters Score -851839.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -851859.562500 Penalty: 3094.890381
	Iteration 54Q: 3 clusters Score -851859.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -851887.687500 Penalty: 3094.890381
	Iteration 55Q: 3 clusters Score -851887.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -851928.250000 Penalty: 3094.890381
	Iteration 56Q: 3 clusters Score -851928.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -851976.937500 Penalty: 3094.890381
	Iteration 57Q: 3 clusters Score -851976.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -852028.500000 Penalty: 3094.890381
	Iteration 58Q: 3 clusters Score -852028.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -852087.937500 Penalty: 3094.890381
	Iteration 59Q: 3 clusters Score -852087.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -852150.500000 Penalty: 3094.890381
	Iteration 60F: 3 clusters Score -852150.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -852218.562500 Penalty: 3094.890381
	Iteration 61Q: 3 clusters Score -852218.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -852278.687500 Penalty: 3094.890381
	Iteration 62Q: 3 clusters Score -852278.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -852339.500000 Penalty: 3094.890381
	Iteration 63Q: 3 clusters Score -852339.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -852402.625000 Penalty: 3094.890381
	Iteration 64Q: 3 clusters Score -852402.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -852456.500000 Penalty: 3094.890381
	Iteration 65Q: 3 clusters Score -852456.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -852515.312500 Penalty: 3094.890381
	Iteration 66Q: 3 clusters Score -852515.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -852562.062500 Penalty: 3094.890381
	Iteration 67Q: 3 clusters Score -852562.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -852608.187500 Penalty: 3094.890381
	Iteration 68Q: 3 clusters Score -852608.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -852655.812500 Penalty: 3094.890381
	Iteration 69Q: 3 clusters Score -852655.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -852703.937500 Penalty: 3094.890381
	Iteration 70Q: 3 clusters Score -852703.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -852741.812500 Penalty: 3094.890381
	Iteration 71Q: 3 clusters Score -852741.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -852766.875000 Penalty: 3094.890381
	Iteration 72Q: 3 clusters Score -852766.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -852790.500000 Penalty: 3094.890381
	Iteration 73Q: 3 clusters Score -852790.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -852811.000000 Penalty: 3094.890381
	Iteration 74Q: 3 clusters Score -852811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -852829.937500 Penalty: 3094.890381
	Iteration 75Q: 3 clusters Score -852829.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -852853.062500 Penalty: 3094.890381
	Iteration 76Q: 3 clusters Score -852853.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -852872.875000 Penalty: 3094.890381
	Iteration 77Q: 3 clusters Score -852872.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -852895.375000 Penalty: 3094.890381
	Iteration 78Q: 3 clusters Score -852895.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -852914.625000 Penalty: 3094.890381
	Iteration 79Q: 3 clusters Score -852914.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -852926.562500 Penalty: 3094.890381
	Iteration 80F: 3 clusters Score -852926.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -852937.062500 Penalty: 3094.890381
	Iteration 81Q: 3 clusters Score -852937.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -852948.000000 Penalty: 3094.890381
	Iteration 82Q: 3 clusters Score -852948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -852953.187500 Penalty: 3094.890381
	Iteration 83Q: 3 clusters Score -852953.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -852958.187500 Penalty: 3094.890381
	Iteration 84Q: 3 clusters Score -852958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -852964.937500 Penalty: 3094.890381
	Iteration 85Q: 3 clusters Score -852964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -852970.187500 Penalty: 3094.890381
	Iteration 86Q: 3 clusters Score -852970.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -852975.625000 Penalty: 3094.890381
	Iteration 87Q: 3 clusters Score -852975.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -852985.562500 Penalty: 3094.890381
	Iteration 88Q: 3 clusters Score -852985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -852993.125000 Penalty: 3094.890381
	Iteration 89Q: 3 clusters Score -852993.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -853002.312500 Penalty: 3094.890381
	Iteration 90Q: 3 clusters Score -853002.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -853012.000000 Penalty: 3094.890381
	Iteration 91Q: 3 clusters Score -853012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -853022.500000 Penalty: 3094.890381
	Iteration 92Q: 3 clusters Score -853022.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -853029.437500 Penalty: 3094.890381
	Iteration 93Q: 3 clusters Score -853029.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -853034.125000 Penalty: 3094.890381
	Iteration 94Q: 3 clusters Score -853034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -853040.625000 Penalty: 3094.890381
	Iteration 95Q: 3 clusters Score -853040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -853045.562500 Penalty: 3094.890381
	Iteration 96Q: 3 clusters Score -853045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -853051.687500 Penalty: 3094.890381
	Iteration 97Q: 3 clusters Score -853051.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -853054.125000 Penalty: 3094.890381
	Iteration 98Q: 3 clusters Score -853054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -853055.562500 Penalty: 3094.890381
	Iteration 99Q: 3 clusters Score -853055.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -853056.250000 Penalty: 3094.890381
	Iteration 100F: 3 clusters Score -853056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -853057.250000 Penalty: 3094.890381
	Iteration 101Q: 3 clusters Score -853057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -853059.687500 Penalty: 3094.890381
	Iteration 102Q: 3 clusters Score -853059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -853060.312500 Penalty: 3094.890381
	Iteration 103Q: 3 clusters Score -853060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -853063.812500 Penalty: 3094.890381
	Iteration 104Q: 3 clusters Score -853063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -853063.812500 Penalty: 3094.890381
	Iteration 105F: 3 clusters Score -853063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Entering Unmasked Estep 
Score: -1797014.000000 Penalty: 1668.977051
	Iteration 0F: 2 clusters Score -1797014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1777487.250000 Penalty: 3337.954102
	Iteration 0F: 3 clusters Score -1777487 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1785018.500000 Penalty: 3337.954102
	Iteration 1F: 3 clusters Score -1785018 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1785647.500000 Penalty: 3337.954102
	Iteration 2F: 3 clusters Score -1785648 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1786434.000000 Penalty: 3337.954102
	Iteration 3F: 3 clusters Score -1786434 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1787460.500000 Penalty: 3337.954102
	Iteration 4F: 3 clusters Score -1787460 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -1788769.500000 Penalty: 3337.954102
	Iteration 5F: 3 clusters Score -1788770 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -1790455.250000 Penalty: 3337.954102
	Iteration 6F: 3 clusters Score -1790455 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1792150.875000 Penalty: 3337.954102
	Iteration 7F: 3 clusters Score -1792151 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -1793525.250000 Penalty: 3337.954102
	Iteration 8F: 3 clusters Score -1793525 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -1794423.875000 Penalty: 3337.954102
	Iteration 9Q: 3 clusters Score -1794424 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -1794943.250000 Penalty: 3337.954102
	Iteration 10Q: 3 clusters Score -1794943 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -1795206.125000 Penalty: 3337.954102
	Iteration 11Q: 3 clusters Score -1795206 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -1795344.250000 Penalty: 3337.954102
	Iteration 12Q: 3 clusters Score -1795344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -1795413.625000 Penalty: 3337.954102
	Iteration 13Q: 3 clusters Score -1795414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -1795466.250000 Penalty: 3337.954102
	Iteration 14Q: 3 clusters Score -1795466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -1795492.125000 Penalty: 3337.954102
	Iteration 15Q: 3 clusters Score -1795492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -1795515.000000 Penalty: 3337.954102
	Iteration 16Q: 3 clusters Score -1795515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -1795539.000000 Penalty: 3337.954102
	Iteration 17Q: 3 clusters Score -1795539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -1795556.250000 Penalty: 3337.954102
	Iteration 18Q: 3 clusters Score -1795556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -1795572.375000 Penalty: 3337.954102
	Iteration 19Q: 3 clusters Score -1795572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -1795589.000000 Penalty: 3337.954102
	Iteration 20F: 3 clusters Score -1795589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -1795603.125000 Penalty: 3337.954102
	Iteration 21Q: 3 clusters Score -1795603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -1795611.125000 Penalty: 3337.954102
	Iteration 22Q: 3 clusters Score -1795611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -1795613.125000 Penalty: 3337.954102
	Iteration 23Q: 3 clusters Score -1795613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -1795616.250000 Penalty: 3337.954102
	Iteration 24Q: 3 clusters Score -1795616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -1795624.375000 Penalty: 3337.954102
	Iteration 25Q: 3 clusters Score -1795624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -1795632.625000 Penalty: 3337.954102
	Iteration 26Q: 3 clusters Score -1795633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -1795641.750000 Penalty: 3337.954102
	Iteration 27Q: 3 clusters Score -1795642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -1795643.875000 Penalty: 3337.954102
	Iteration 28Q: 3 clusters Score -1795644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -1795645.500000 Penalty: 3337.954102
	Iteration 29Q: 3 clusters Score -1795646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -1795645.500000 Penalty: 3337.954102
	Iteration 30F: 3 clusters Score -1795646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Entering Unmasked Estep 
Score: -267513.375000 Penalty: 1357.672852
	Iteration 0F: 2 clusters Score -267513.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -264000.125000 Penalty: 2715.345703
	Iteration 0F: 3 clusters Score -264000.1 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -264899.468750 Penalty: 2715.345703
	Iteration 1F: 3 clusters Score -264899.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -265096.687500 Penalty: 2715.345703
	Iteration 2F: 3 clusters Score -265096.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -265273.437500 Penalty: 2715.345703
	Iteration 3F: 3 clusters Score -265273.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -265422.312500 Penalty: 2715.345703
	Iteration 4F: 3 clusters Score -265422.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -265562.656250 Penalty: 2715.345703
	Iteration 5Q: 3 clusters Score -265562.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -265713.968750 Penalty: 2715.345703
	Iteration 6Q: 3 clusters Score -265714 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -265874.718750 Penalty: 2715.345703
	Iteration 7Q: 3 clusters Score -265874.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -266065.500000 Penalty: 2715.345703
	Iteration 8Q: 3 clusters Score -266065.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -266269.031250 Penalty: 2715.345703
	Iteration 9Q: 3 clusters Score -266269 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -266427.031250 Penalty: 2715.345703
	Iteration 10Q: 3 clusters Score -266427 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -266519.843750 Penalty: 2715.345703
	Iteration 11Q: 3 clusters Score -266519.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -266580.375000 Penalty: 2715.345703
	Iteration 12Q: 3 clusters Score -266580.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -266605.125000 Penalty: 2715.345703
	Iteration 13Q: 3 clusters Score -266605.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -266615.343750 Penalty: 2715.345703
	Iteration 14Q: 3 clusters Score -266615.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -266622.562500 Penalty: 2715.345703
	Iteration 15Q: 3 clusters Score -266622.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -266626.593750 Penalty: 2715.345703
	Iteration 16Q: 3 clusters Score -266626.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -266631.312500 Penalty: 2715.345703
	Iteration 17Q: 3 clusters Score -266631.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -266635.218750 Penalty: 2715.345703
	Iteration 18Q: 3 clusters Score -266635.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -266639.000000 Penalty: 2715.345703
	Iteration 19Q: 3 clusters Score -266639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -266641.156250 Penalty: 2715.345703
	Iteration 20F: 3 clusters Score -266641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -266642.187500 Penalty: 2715.345703
	Iteration 21Q: 3 clusters Score -266642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -266642.500000 Penalty: 2715.345703
	Iteration 22Q: 3 clusters Score -266642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -266642.500000 Penalty: 2715.345703
	Iteration 23F: 3 clusters Score -266642.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Entering Unmasked Estep 
Score: -603444.375000 Penalty: 1498.939453
	Iteration 0F: 2 clusters Score -603444.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -596245.437500 Penalty: 2997.878906
	Iteration 0F: 3 clusters Score -596245.4 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -598538.937500 Penalty: 2997.878906
	Iteration 1F: 3 clusters Score -598538.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -598905.125000 Penalty: 2997.878906
	Iteration 2F: 3 clusters Score -598905.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -599307.125000 Penalty: 2997.878906
	Iteration 3F: 3 clusters Score -599307.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -599712.125000 Penalty: 2997.878906
	Iteration 4F: 3 clusters Score -599712.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -600075.375000 Penalty: 2997.878906
	Iteration 5F: 3 clusters Score -600075.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -600446.750000 Penalty: 2997.878906
	Iteration 6F: 3 clusters Score -600446.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -600822.812500 Penalty: 2997.878906
	Iteration 7F: 3 clusters Score -600822.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -601171.562500 Penalty: 2997.878906
	Iteration 8Q: 3 clusters Score -601171.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -601417.187500 Penalty: 2997.878906
	Iteration 9Q: 3 clusters Score -601417.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -601574.312500 Penalty: 2997.878906
	Iteration 10Q: 3 clusters Score -601574.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -601676.312500 Penalty: 2997.878906
	Iteration 11Q: 3 clusters Score -601676.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -601748.687500 Penalty: 2997.878906
	Iteration 12Q: 3 clusters Score -601748.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -601812.500000 Penalty: 2997.878906
	Iteration 13Q: 3 clusters Score -601812.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -601868.125000 Penalty: 2997.878906
	Iteration 14Q: 3 clusters Score -601868.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -601922.687500 Penalty: 2997.878906
	Iteration 15Q: 3 clusters Score -601922.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -601993.500000 Penalty: 2997.878906
	Iteration 16Q: 3 clusters Score -601993.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -602062.812500 Penalty: 2997.878906
	Iteration 17Q: 3 clusters Score -602062.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -602114.562500 Penalty: 2997.878906
	Iteration 18Q: 3 clusters Score -602114.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -602158.750000 Penalty: 2997.878906
	Iteration 19Q: 3 clusters Score -602158.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -602201.875000 Penalty: 2997.878906
	Iteration 20F: 3 clusters Score -602201.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -602247.875000 Penalty: 2997.878906
	Iteration 21Q: 3 clusters Score -602247.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -602279.625000 Penalty: 2997.878906
	Iteration 22Q: 3 clusters Score -602279.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -602307.125000 Penalty: 2997.878906
	Iteration 23Q: 3 clusters Score -602307.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -602326.500000 Penalty: 2997.878906
	Iteration 24Q: 3 clusters Score -602326.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -602340.750000 Penalty: 2997.878906
	Iteration 25Q: 3 clusters Score -602340.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -602355.937500 Penalty: 2997.878906
	Iteration 26Q: 3 clusters Score -602355.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -602362.000000 Penalty: 2997.878906
	Iteration 27Q: 3 clusters Score -602362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -602367.562500 Penalty: 2997.878906
	Iteration 28Q: 3 clusters Score -602367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -602372.562500 Penalty: 2997.878906
	Iteration 29Q: 3 clusters Score -602372.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -602376.812500 Penalty: 2997.878906
	Iteration 30Q: 3 clusters Score -602376.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -602382.250000 Penalty: 2997.878906
	Iteration 31Q: 3 clusters Score -602382.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -602384.187500 Penalty: 2997.878906
	Iteration 32Q: 3 clusters Score -602384.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -602389.187500 Penalty: 2997.878906
	Iteration 33Q: 3 clusters Score -602389.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -602390.187500 Penalty: 2997.878906
	Iteration 34Q: 3 clusters Score -602390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -602393.500000 Penalty: 2997.878906
	Iteration 35Q: 3 clusters Score -602393.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -602394.500000 Penalty: 2997.878906
	Iteration 36Q: 3 clusters Score -602394.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -602396.062500 Penalty: 2997.878906
	Iteration 37Q: 3 clusters Score -602396.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -602397.687500 Penalty: 2997.878906
	Iteration 38Q: 3 clusters Score -602397.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -602397.000000 Penalty: 2997.878906
	Iteration 39Q: 3 clusters Score -602397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -602399.625000 Penalty: 2997.878906
	Iteration 40F: 3 clusters Score -602399.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -602401.625000 Penalty: 2997.878906
	Iteration 41Q: 3 clusters Score -602401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -602402.937500 Penalty: 2997.878906
	Iteration 42Q: 3 clusters Score -602402.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -602402.125000 Penalty: 2997.878906
	Iteration 43Q: 3 clusters Score -602402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -602401.937500 Penalty: 2997.878906
	Iteration 44Q: 3 clusters Score -602401.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -602404.312500 Penalty: 2997.878906
	Iteration 45Q: 3 clusters Score -602404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -602405.250000 Penalty: 2997.878906
	Iteration 46Q: 3 clusters Score -602405.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -602406.937500 Penalty: 2997.878906
	Iteration 47Q: 3 clusters Score -602406.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -602408.562500 Penalty: 2997.878906
	Iteration 48Q: 3 clusters Score -602408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -602408.625000 Penalty: 2997.878906
	Iteration 49Q: 3 clusters Score -602408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -602407.250000 Penalty: 2997.878906
	Iteration 50Q: 3 clusters Score -602407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -602409.625000 Penalty: 2997.878906
	Iteration 51Q: 3 clusters Score -602409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -602410.250000 Penalty: 2997.878906
	Iteration 52Q: 3 clusters Score -602410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -602410.437500 Penalty: 2997.878906
	Iteration 53Q: 3 clusters Score -602410.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -602410.687500 Penalty: 2997.878906
	Iteration 54Q: 3 clusters Score -602410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -602410.812500 Penalty: 2997.878906
	Iteration 55Q: 3 clusters Score -602410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -602410.875000 Penalty: 2997.878906
	Iteration 56Q: 3 clusters Score -602410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -602410.750000 Penalty: 2997.878906
	Iteration 57Q: 3 clusters Score -602410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -602410.750000 Penalty: 2997.878906
	Iteration 58F: 3 clusters Score -602410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -83031.531250 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -83031.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -81273.437500 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -81273.44 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -81622.046875 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -81622.05 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -81738.882812 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -81738.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -81800.664062 Penalty: 2377.662109
	Iteration 3F: 3 clusters Score -81800.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -81848.921875 Penalty: 2377.662109
	Iteration 4Q: 3 clusters Score -81848.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -81895.242188 Penalty: 2377.662109
	Iteration 5Q: 3 clusters Score -81895.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -81931.148438 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -81931.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -81951.570312 Penalty: 2377.662109
	Iteration 7Q: 3 clusters Score -81951.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -81976.226562 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -81976.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -82003.234375 Penalty: 2377.662109
	Iteration 9Q: 3 clusters Score -82003.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -82027.820312 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -82027.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -82047.109375 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -82047.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -82068.515625 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -82068.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -82085.226562 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -82085.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -82103.726562 Penalty: 2377.662109
	Iteration 14Q: 3 clusters Score -82103.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -82115.140625 Penalty: 2377.662109
	Iteration 15Q: 3 clusters Score -82115.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -82128.218750 Penalty: 2377.662109
	Iteration 16Q: 3 clusters Score -82128.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -82137.070312 Penalty: 2377.662109
	Iteration 17Q: 3 clusters Score -82137.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -82140.265625 Penalty: 2377.662109
	Iteration 18Q: 3 clusters Score -82140.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -82145.195312 Penalty: 2377.662109
	Iteration 19Q: 3 clusters Score -82145.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -82152.125000 Penalty: 2377.662109
	Iteration 20F: 3 clusters Score -82152.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -82156.312500 Penalty: 2377.662109
	Iteration 21Q: 3 clusters Score -82156.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -82159.367188 Penalty: 2377.662109
	Iteration 22Q: 3 clusters Score -82159.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -82163.953125 Penalty: 2377.662109
	Iteration 23Q: 3 clusters Score -82163.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -82164.734375 Penalty: 2377.662109
	Iteration 24Q: 3 clusters Score -82164.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -82166.148438 Penalty: 2377.662109
	Iteration 25Q: 3 clusters Score -82166.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -82167.539062 Penalty: 2377.662109
	Iteration 26Q: 3 clusters Score -82167.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -82169.187500 Penalty: 2377.662109
	Iteration 27Q: 3 clusters Score -82169.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -82170.039062 Penalty: 2377.662109
	Iteration 28Q: 3 clusters Score -82170.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -82170.039062 Penalty: 2377.662109
	Iteration 29F: 3 clusters Score -82170.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Entering Unmasked Estep 
Score: -371700.656250 Penalty: 1420.070557
	Iteration 0F: 2 clusters Score -371700.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -366917.250000 Penalty: 2840.141113
	Iteration 0F: 3 clusters Score -366917.2 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -368295.031250 Penalty: 2840.141113
	Iteration 1F: 3 clusters Score -368295 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -368495.187500 Penalty: 2840.141113
	Iteration 2F: 3 clusters Score -368495.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -368626.875000 Penalty: 2840.141113
	Iteration 3F: 3 clusters Score -368626.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -368707.500000 Penalty: 2840.141113
	Iteration 4Q: 3 clusters Score -368707.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -368768.281250 Penalty: 2840.141113
	Iteration 5Q: 3 clusters Score -368768.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -368824.093750 Penalty: 2840.141113
	Iteration 6Q: 3 clusters Score -368824.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -368875.781250 Penalty: 2840.141113
	Iteration 7Q: 3 clusters Score -368875.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -368918.125000 Penalty: 2840.141113
	Iteration 8Q: 3 clusters Score -368918.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -368954.593750 Penalty: 2840.141113
	Iteration 9Q: 3 clusters Score -368954.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -368989.500000 Penalty: 2840.141113
	Iteration 10Q: 3 clusters Score -368989.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -369031.375000 Penalty: 2840.141113
	Iteration 11Q: 3 clusters Score -369031.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -369079.156250 Penalty: 2840.141113
	Iteration 12Q: 3 clusters Score -369079.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -369144.312500 Penalty: 2840.141113
	Iteration 13Q: 3 clusters Score -369144.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -369220.625000 Penalty: 2840.141113
	Iteration 14Q: 3 clusters Score -369220.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -369306.000000 Penalty: 2840.141113
	Iteration 15Q: 3 clusters Score -369306 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -369416.062500 Penalty: 2840.141113
	Iteration 16Q: 3 clusters Score -369416.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -369549.625000 Penalty: 2840.141113
	Iteration 17Q: 3 clusters Score -369549.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -369715.125000 Penalty: 2840.141113
	Iteration 18Q: 3 clusters Score -369715.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -369850.750000 Penalty: 2840.141113
	Iteration 19Q: 3 clusters Score -369850.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -369989.562500 Penalty: 2840.141113
	Iteration 20F: 3 clusters Score -369989.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -370153.312500 Penalty: 2840.141113
	Iteration 21Q: 3 clusters Score -370153.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -370281.875000 Penalty: 2840.141113
	Iteration 22Q: 3 clusters Score -370281.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -370361.562500 Penalty: 2840.141113
	Iteration 23Q: 3 clusters Score -370361.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -370422.718750 Penalty: 2840.141113
	Iteration 24Q: 3 clusters Score -370422.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -370473.156250 Penalty: 2840.141113
	Iteration 25Q: 3 clusters Score -370473.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -370508.562500 Penalty: 2840.141113
	Iteration 26Q: 3 clusters Score -370508.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -370539.812500 Penalty: 2840.141113
	Iteration 27Q: 3 clusters Score -370539.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -370562.312500 Penalty: 2840.141113
	Iteration 28Q: 3 clusters Score -370562.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -370574.125000 Penalty: 2840.141113
	Iteration 29Q: 3 clusters Score -370574.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -370581.812500 Penalty: 2840.141113
	Iteration 30Q: 3 clusters Score -370581.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -370587.312500 Penalty: 2840.141113
	Iteration 31Q: 3 clusters Score -370587.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -370591.937500 Penalty: 2840.141113
	Iteration 32Q: 3 clusters Score -370591.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -370598.156250 Penalty: 2840.141113
	Iteration 33Q: 3 clusters Score -370598.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -370606.687500 Penalty: 2840.141113
	Iteration 34Q: 3 clusters Score -370606.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -370611.062500 Penalty: 2840.141113
	Iteration 35Q: 3 clusters Score -370611.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -370617.156250 Penalty: 2840.141113
	Iteration 36Q: 3 clusters Score -370617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -370618.687500 Penalty: 2840.141113
	Iteration 37Q: 3 clusters Score -370618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -370619.718750 Penalty: 2840.141113
	Iteration 38Q: 3 clusters Score -370619.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -370619.750000 Penalty: 2840.141113
	Iteration 39Q: 3 clusters Score -370619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -370620.500000 Penalty: 2840.141113
	Iteration 40F: 3 clusters Score -370620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -370621.125000 Penalty: 2840.141113
	Iteration 41Q: 3 clusters Score -370621.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -370621.125000 Penalty: 2840.141113
	Iteration 42F: 3 clusters Score -370621.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Entering Unmasked Estep 
Score: -396494.156250 Penalty: 1430.360962
	Iteration 0F: 2 clusters Score -396494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -391467.875000 Penalty: 2860.721924
	Iteration 0F: 3 clusters Score -391467.9 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -392969.312500 Penalty: 2860.721924
	Iteration 1F: 3 clusters Score -392969.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -393191.562500 Penalty: 2860.721924
	Iteration 2F: 3 clusters Score -393191.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -393368.125000 Penalty: 2860.721924
	Iteration 3F: 3 clusters Score -393368.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -393478.687500 Penalty: 2860.721924
	Iteration 4Q: 3 clusters Score -393478.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -393585.468750 Penalty: 2860.721924
	Iteration 5Q: 3 clusters Score -393585.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -393684.250000 Penalty: 2860.721924
	Iteration 6Q: 3 clusters Score -393684.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -393799.468750 Penalty: 2860.721924
	Iteration 7Q: 3 clusters Score -393799.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -393918.843750 Penalty: 2860.721924
	Iteration 8Q: 3 clusters Score -393918.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -394064.343750 Penalty: 2860.721924
	Iteration 9Q: 3 clusters Score -394064.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -394235.906250 Penalty: 2860.721924
	Iteration 10Q: 3 clusters Score -394235.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -394412.187500 Penalty: 2860.721924
	Iteration 11Q: 3 clusters Score -394412.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -394596.656250 Penalty: 2860.721924
	Iteration 12Q: 3 clusters Score -394596.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -394744.375000 Penalty: 2860.721924
	Iteration 13Q: 3 clusters Score -394744.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -394873.562500 Penalty: 2860.721924
	Iteration 14Q: 3 clusters Score -394873.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -394993.906250 Penalty: 2860.721924
	Iteration 15Q: 3 clusters Score -394993.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -395090.187500 Penalty: 2860.721924
	Iteration 16Q: 3 clusters Score -395090.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -395157.500000 Penalty: 2860.721924
	Iteration 17Q: 3 clusters Score -395157.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -395224.812500 Penalty: 2860.721924
	Iteration 18Q: 3 clusters Score -395224.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -395280.343750 Penalty: 2860.721924
	Iteration 19Q: 3 clusters Score -395280.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -395324.468750 Penalty: 2860.721924
	Iteration 20F: 3 clusters Score -395324.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -395363.406250 Penalty: 2860.721924
	Iteration 21Q: 3 clusters Score -395363.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -395394.218750 Penalty: 2860.721924
	Iteration 22Q: 3 clusters Score -395394.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -395421.468750 Penalty: 2860.721924
	Iteration 23Q: 3 clusters Score -395421.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -395441.375000 Penalty: 2860.721924
	Iteration 24Q: 3 clusters Score -395441.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -395458.187500 Penalty: 2860.721924
	Iteration 25Q: 3 clusters Score -395458.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -395468.625000 Penalty: 2860.721924
	Iteration 26Q: 3 clusters Score -395468.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -395479.093750 Penalty: 2860.721924
	Iteration 27Q: 3 clusters Score -395479.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -395490.156250 Penalty: 2860.721924
	Iteration 28Q: 3 clusters Score -395490.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -395505.468750 Penalty: 2860.721924
	Iteration 29Q: 3 clusters Score -395505.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -395519.843750 Penalty: 2860.721924
	Iteration 30Q: 3 clusters Score -395519.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -395535.375000 Penalty: 2860.721924
	Iteration 31Q: 3 clusters Score -395535.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -395552.375000 Penalty: 2860.721924
	Iteration 32Q: 3 clusters Score -395552.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -395569.468750 Penalty: 2860.721924
	Iteration 33Q: 3 clusters Score -395569.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -395583.531250 Penalty: 2860.721924
	Iteration 34Q: 3 clusters Score -395583.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -395592.250000 Penalty: 2860.721924
	Iteration 35Q: 3 clusters Score -395592.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -395600.812500 Penalty: 2860.721924
	Iteration 36Q: 3 clusters Score -395600.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -395606.156250 Penalty: 2860.721924
	Iteration 37Q: 3 clusters Score -395606.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -395611.500000 Penalty: 2860.721924
	Iteration 38Q: 3 clusters Score -395611.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -395616.968750 Penalty: 2860.721924
	Iteration 39Q: 3 clusters Score -395617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -395621.000000 Penalty: 2860.721924
	Iteration 40F: 3 clusters Score -395621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -395626.093750 Penalty: 2860.721924
	Iteration 41Q: 3 clusters Score -395626.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -395632.812500 Penalty: 2860.721924
	Iteration 42Q: 3 clusters Score -395632.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -395635.875000 Penalty: 2860.721924
	Iteration 43Q: 3 clusters Score -395635.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -395640.250000 Penalty: 2860.721924
	Iteration 44Q: 3 clusters Score -395640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -395645.562500 Penalty: 2860.721924
	Iteration 45Q: 3 clusters Score -395645.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -395650.375000 Penalty: 2860.721924
	Iteration 46Q: 3 clusters Score -395650.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -395654.750000 Penalty: 2860.721924
	Iteration 47Q: 3 clusters Score -395654.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -395659.500000 Penalty: 2860.721924
	Iteration 48Q: 3 clusters Score -395659.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -395666.750000 Penalty: 2860.721924
	Iteration 49Q: 3 clusters Score -395666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -395671.250000 Penalty: 2860.721924
	Iteration 50Q: 3 clusters Score -395671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -395674.781250 Penalty: 2860.721924
	Iteration 51Q: 3 clusters Score -395674.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -395677.031250 Penalty: 2860.721924
	Iteration 52Q: 3 clusters Score -395677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -395679.968750 Penalty: 2860.721924
	Iteration 53Q: 3 clusters Score -395680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -395682.250000 Penalty: 2860.721924
	Iteration 54Q: 3 clusters Score -395682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -395685.625000 Penalty: 2860.721924
	Iteration 55Q: 3 clusters Score -395685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -395687.093750 Penalty: 2860.721924
	Iteration 56Q: 3 clusters Score -395687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -395686.906250 Penalty: 2860.721924
	Iteration 57Q: 3 clusters Score -395686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -395686.906250 Penalty: 2860.721924
	Iteration 58F: 3 clusters Score -395686.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (99011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Entering Unmasked Estep 
Score: -6085246.000000 Penalty: 1869.235229
	Iteration 0F: 2 clusters Score -6085246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -6018984.000000 Penalty: 3738.470459
	Iteration 0F: 3 clusters Score -6018984 nChanged 47223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -6046558.000000 Penalty: 3738.470459
	Iteration 1F: 3 clusters Score -6046558 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -6047301.500000 Penalty: 3738.470459
	Iteration 2Q: 3 clusters Score -6047302 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -6048161.000000 Penalty: 3738.470459
	Iteration 3Q: 3 clusters Score -6048161 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -6049412.000000 Penalty: 3738.470459
	Iteration 4Q: 3 clusters Score -6049412 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -6051440.000000 Penalty: 3738.470459
	Iteration 5Q: 3 clusters Score -6051440 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -6054791.000000 Penalty: 3738.470459
	Iteration 6F: 3 clusters Score -6054791 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -6059706.000000 Penalty: 3738.470459
	Iteration 7F: 3 clusters Score -6059706 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -6065988.000000 Penalty: 3738.470459
	Iteration 8F: 3 clusters Score -6065988 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 85369 members 
Entering Unmasked Estep 
Score: -6071932.500000 Penalty: 3738.470459
	Iteration 9F: 3 clusters Score -6071932 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -6076139.500000 Penalty: 3738.470459
	Iteration 10Q: 3 clusters Score -6076140 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -6078922.500000 Penalty: 3738.470459
	Iteration 11Q: 3 clusters Score -6078922 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -6080858.000000 Penalty: 3738.470459
	Iteration 12Q: 3 clusters Score -6080858 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 96992 members 
Entering Unmasked Estep 
Score: -6082080.000000 Penalty: 3738.470459
	Iteration 13Q: 3 clusters Score -6082080 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -6082814.500000 Penalty: 3738.470459
	Iteration 14Q: 3 clusters Score -6082814 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 98382 members 
Entering Unmasked Estep 
Score: -6083224.500000 Penalty: 3738.470459
	Iteration 15Q: 3 clusters Score -6083224 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 98594 members 
Entering Unmasked Estep 
Score: -6083401.000000 Penalty: 3738.470459
	Iteration 16Q: 3 clusters Score -6083401 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -6083478.500000 Penalty: 3738.470459
	Iteration 17Q: 3 clusters Score -6083478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 98712 members 
Entering Unmasked Estep 
Score: -6083526.500000 Penalty: 3738.470459
	Iteration 18Q: 3 clusters Score -6083526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -6083558.000000 Penalty: 3738.470459
	Iteration 19Q: 3 clusters Score -6083558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -6083574.000000 Penalty: 3738.470459
	Iteration 20F: 3 clusters Score -6083574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -6083582.500000 Penalty: 3738.470459
	Iteration 21Q: 3 clusters Score -6083582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 98769 members 
Entering Unmasked Estep 
Score: -6083606.000000 Penalty: 3738.470459
	Iteration 22Q: 3 clusters Score -6083606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -6083617.000000 Penalty: 3738.470459
	Iteration 23Q: 3 clusters Score -6083617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 98780 members 
Entering Unmasked Estep 
Score: -6083617.000000 Penalty: 3738.470459
	Iteration 24Q: 3 clusters Score -6083617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -6083621.500000 Penalty: 3738.470459
	Iteration 25Q: 3 clusters Score -6083622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -6083624.500000 Penalty: 3738.470459
	Iteration 26Q: 3 clusters Score -6083624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -6083623.500000 Penalty: 3738.470459
	Iteration 27Q: 3 clusters Score -6083624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98791 members 
Entering Unmasked Estep 
Score: -6083631.500000 Penalty: 3738.470459
	Iteration 28Q: 3 clusters Score -6083632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -6083633.500000 Penalty: 3738.470459
	Iteration 29Q: 3 clusters Score -6083634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 98795 members 
Entering Unmasked Estep 
Score: -6083637.500000 Penalty: 3738.470459
	Iteration 30Q: 3 clusters Score -6083638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 98795 members 
Entering Unmasked Estep 
Score: -6083638.000000 Penalty: 3738.470459
	Iteration 31Q: 3 clusters Score -6083638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 98797 members 
Entering Unmasked Estep 
Score: -6083637.000000 Penalty: 3738.470459
	Iteration 32Q: 3 clusters Score -6083637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 98799 members 
Entering Unmasked Estep 
Score: -6083638.500000 Penalty: 3738.470459
	Iteration 33Q: 3 clusters Score -6083638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
Score: -6083642.500000 Penalty: 3738.470459
	Iteration 34Q: 3 clusters Score -6083642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -6083641.500000 Penalty: 3738.470459
	Iteration 35Q: 3 clusters Score -6083642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -6083641.500000 Penalty: 3738.470459
	Iteration 36F: 3 clusters Score -6083642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -157929.984375 Penalty: 1290.576172
	Iteration 0F: 2 clusters Score -157930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -155289.546875 Penalty: 2581.152344
	Iteration 0F: 3 clusters Score -155289.5 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -155870.671875 Penalty: 2581.152344
	Iteration 1F: 3 clusters Score -155870.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -156033.781250 Penalty: 2581.152344
	Iteration 2F: 3 clusters Score -156033.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -156130.062500 Penalty: 2581.152344
	Iteration 3F: 3 clusters Score -156130.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -156188.687500 Penalty: 2581.152344
	Iteration 4Q: 3 clusters Score -156188.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -156233.328125 Penalty: 2581.152344
	Iteration 5Q: 3 clusters Score -156233.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -156270.062500 Penalty: 2581.152344
	Iteration 6Q: 3 clusters Score -156270.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -156309.765625 Penalty: 2581.152344
	Iteration 7Q: 3 clusters Score -156309.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -156336.109375 Penalty: 2581.152344
	Iteration 8Q: 3 clusters Score -156336.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -156360.171875 Penalty: 2581.152344
	Iteration 9Q: 3 clusters Score -156360.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -156384.046875 Penalty: 2581.152344
	Iteration 10Q: 3 clusters Score -156384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -156400.656250 Penalty: 2581.152344
	Iteration 11Q: 3 clusters Score -156400.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -156419.109375 Penalty: 2581.152344
	Iteration 12Q: 3 clusters Score -156419.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -156437.000000 Penalty: 2581.152344
	Iteration 13Q: 3 clusters Score -156437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -156454.609375 Penalty: 2581.152344
	Iteration 14Q: 3 clusters Score -156454.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -156471.281250 Penalty: 2581.152344
	Iteration 15Q: 3 clusters Score -156471.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -156492.328125 Penalty: 2581.152344
	Iteration 16Q: 3 clusters Score -156492.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -156522.062500 Penalty: 2581.152344
	Iteration 17Q: 3 clusters Score -156522.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -156563.125000 Penalty: 2581.152344
	Iteration 18Q: 3 clusters Score -156563.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -156629.203125 Penalty: 2581.152344
	Iteration 19Q: 3 clusters Score -156629.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -156712.250000 Penalty: 2581.152344
	Iteration 20F: 3 clusters Score -156712.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -156792.968750 Penalty: 2581.152344
	Iteration 21Q: 3 clusters Score -156793 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -156862.656250 Penalty: 2581.152344
	Iteration 22Q: 3 clusters Score -156862.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -156907.953125 Penalty: 2581.152344
	Iteration 23Q: 3 clusters Score -156908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -156938.359375 Penalty: 2581.152344
	Iteration 24Q: 3 clusters Score -156938.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -156972.578125 Penalty: 2581.152344
	Iteration 25Q: 3 clusters Score -156972.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -156994.343750 Penalty: 2581.152344
	Iteration 26Q: 3 clusters Score -156994.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -157015.484375 Penalty: 2581.152344
	Iteration 27Q: 3 clusters Score -157015.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -157026.812500 Penalty: 2581.152344
	Iteration 28Q: 3 clusters Score -157026.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -157042.453125 Penalty: 2581.152344
	Iteration 29Q: 3 clusters Score -157042.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -157059.953125 Penalty: 2581.152344
	Iteration 30Q: 3 clusters Score -157060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -157071.375000 Penalty: 2581.152344
	Iteration 31Q: 3 clusters Score -157071.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -157079.515625 Penalty: 2581.152344
	Iteration 32Q: 3 clusters Score -157079.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -157084.593750 Penalty: 2581.152344
	Iteration 33Q: 3 clusters Score -157084.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -157087.796875 Penalty: 2581.152344
	Iteration 34Q: 3 clusters Score -157087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -157091.328125 Penalty: 2581.152344
	Iteration 35Q: 3 clusters Score -157091.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -157094.312500 Penalty: 2581.152344
	Iteration 36Q: 3 clusters Score -157094.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -157098.828125 Penalty: 2581.152344
	Iteration 37Q: 3 clusters Score -157098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -157102.593750 Penalty: 2581.152344
	Iteration 38Q: 3 clusters Score -157102.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -157107.687500 Penalty: 2581.152344
	Iteration 39Q: 3 clusters Score -157107.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -157110.156250 Penalty: 2581.152344
	Iteration 40F: 3 clusters Score -157110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -157112.937500 Penalty: 2581.152344
	Iteration 41Q: 3 clusters Score -157112.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -157117.765625 Penalty: 2581.152344
	Iteration 42Q: 3 clusters Score -157117.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -157121.921875 Penalty: 2581.152344
	Iteration 43Q: 3 clusters Score -157121.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -157127.046875 Penalty: 2581.152344
	Iteration 44Q: 3 clusters Score -157127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -157135.968750 Penalty: 2581.152344
	Iteration 45Q: 3 clusters Score -157136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -157146.968750 Penalty: 2581.152344
	Iteration 46Q: 3 clusters Score -157147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -157154.687500 Penalty: 2581.152344
	Iteration 47Q: 3 clusters Score -157154.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -157161.390625 Penalty: 2581.152344
	Iteration 48Q: 3 clusters Score -157161.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -157169.468750 Penalty: 2581.152344
	Iteration 49Q: 3 clusters Score -157169.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -157173.218750 Penalty: 2581.152344
	Iteration 50Q: 3 clusters Score -157173.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -157176.453125 Penalty: 2581.152344
	Iteration 51Q: 3 clusters Score -157176.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -157179.671875 Penalty: 2581.152344
	Iteration 52Q: 3 clusters Score -157179.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -157183.093750 Penalty: 2581.152344
	Iteration 53Q: 3 clusters Score -157183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -157185.843750 Penalty: 2581.152344
	Iteration 54Q: 3 clusters Score -157185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -157186.828125 Penalty: 2581.152344
	Iteration 55Q: 3 clusters Score -157186.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -157188.750000 Penalty: 2581.152344
	Iteration 56Q: 3 clusters Score -157188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -157190.765625 Penalty: 2581.152344
	Iteration 57Q: 3 clusters Score -157190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -157192.234375 Penalty: 2581.152344
	Iteration 58Q: 3 clusters Score -157192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -157193.531250 Penalty: 2581.152344
	Iteration 59Q: 3 clusters Score -157193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -157194.734375 Penalty: 2581.152344
	Iteration 60F: 3 clusters Score -157194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -157195.093750 Penalty: 2581.152344
	Iteration 61Q: 3 clusters Score -157195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -157195.953125 Penalty: 2581.152344
	Iteration 62Q: 3 clusters Score -157196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -157196.765625 Penalty: 2581.152344
	Iteration 63Q: 3 clusters Score -157196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -157197.468750 Penalty: 2581.152344
	Iteration 64Q: 3 clusters Score -157197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -157198.000000 Penalty: 2581.152344
	Iteration 65Q: 3 clusters Score -157198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -157198.218750 Penalty: 2581.152344
	Iteration 66Q: 3 clusters Score -157198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -157198.218750 Penalty: 2581.152344
	Iteration 67F: 3 clusters Score -157198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Entering Unmasked Estep 
Score: -954069.562500 Penalty: 1573.714722
	Iteration 0F: 2 clusters Score -954069.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -942982.500000 Penalty: 3147.429443
	Iteration 0F: 3 clusters Score -942982.5 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -947246.250000 Penalty: 3147.429443
	Iteration 1F: 3 clusters Score -947246.2 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -948199.562500 Penalty: 3147.429443
	Iteration 2F: 3 clusters Score -948199.6 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -949510.062500 Penalty: 3147.429443
	Iteration 3F: 3 clusters Score -949510.1 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -950774.375000 Penalty: 3147.429443
	Iteration 4F: 3 clusters Score -950774.4 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -951640.250000 Penalty: 3147.429443
	Iteration 5F: 3 clusters Score -951640.2 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -952175.375000 Penalty: 3147.429443
	Iteration 6F: 3 clusters Score -952175.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -952566.000000 Penalty: 3147.429443
	Iteration 7Q: 3 clusters Score -952566 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -952959.187500 Penalty: 3147.429443
	Iteration 8Q: 3 clusters Score -952959.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -953359.375000 Penalty: 3147.429443
	Iteration 9Q: 3 clusters Score -953359.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -953645.937500 Penalty: 3147.429443
	Iteration 10Q: 3 clusters Score -953645.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -953806.625000 Penalty: 3147.429443
	Iteration 11Q: 3 clusters Score -953806.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -953897.687500 Penalty: 3147.429443
	Iteration 12Q: 3 clusters Score -953897.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -953946.062500 Penalty: 3147.429443
	Iteration 13Q: 3 clusters Score -953946.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -953975.937500 Penalty: 3147.429443
	Iteration 14Q: 3 clusters Score -953975.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -953992.250000 Penalty: 3147.429443
	Iteration 15Q: 3 clusters Score -953992.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -954007.125000 Penalty: 3147.429443
	Iteration 16Q: 3 clusters Score -954007.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -954010.125000 Penalty: 3147.429443
	Iteration 17Q: 3 clusters Score -954010.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -954010.750000 Penalty: 3147.429443
	Iteration 18Q: 3 clusters Score -954010.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -954016.812500 Penalty: 3147.429443
	Iteration 19Q: 3 clusters Score -954016.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -954016.937500 Penalty: 3147.429443
	Iteration 20F: 3 clusters Score -954016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -954017.500000 Penalty: 3147.429443
	Iteration 21Q: 3 clusters Score -954017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -954018.875000 Penalty: 3147.429443
	Iteration 22Q: 3 clusters Score -954018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -954016.312500 Penalty: 3147.429443
	Iteration 23Q: 3 clusters Score -954016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -954017.625000 Penalty: 3147.429443
	Iteration 24Q: 3 clusters Score -954017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -954018.312500 Penalty: 3147.429443
	Iteration 25Q: 3 clusters Score -954018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -954016.937500 Penalty: 3147.429443
	Iteration 26Q: 3 clusters Score -954016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -954018.062500 Penalty: 3147.429443
	Iteration 27Q: 3 clusters Score -954018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -954018.062500 Penalty: 3147.429443
	Iteration 28F: 3 clusters Score -954018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -194125.421875 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -194125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -191141.984375 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -191142 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -191974.562500 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -191974.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -192205.984375 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -192206 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -192373.500000 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -192373.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -192531.140625 Penalty: 2645.791992
	Iteration 4F: 3 clusters Score -192531.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -192665.796875 Penalty: 2645.791992
	Iteration 5Q: 3 clusters Score -192665.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -192816.984375 Penalty: 2645.791992
	Iteration 6Q: 3 clusters Score -192817 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -192939.640625 Penalty: 2645.791992
	Iteration 7Q: 3 clusters Score -192939.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -193043.531250 Penalty: 2645.791992
	Iteration 8Q: 3 clusters Score -193043.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -193137.593750 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -193137.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -193212.421875 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -193212.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -193273.875000 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -193273.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -193344.031250 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -193344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -193408.781250 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -193408.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -193449.687500 Penalty: 2645.791992
	Iteration 14Q: 3 clusters Score -193449.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -193483.562500 Penalty: 2645.791992
	Iteration 15Q: 3 clusters Score -193483.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -193505.031250 Penalty: 2645.791992
	Iteration 16Q: 3 clusters Score -193505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -193518.359375 Penalty: 2645.791992
	Iteration 17Q: 3 clusters Score -193518.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -193526.359375 Penalty: 2645.791992
	Iteration 18Q: 3 clusters Score -193526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -193528.937500 Penalty: 2645.791992
	Iteration 19Q: 3 clusters Score -193528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -193530.171875 Penalty: 2645.791992
	Iteration 20F: 3 clusters Score -193530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -193530.218750 Penalty: 2645.791992
	Iteration 21Q: 3 clusters Score -193530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -193530.671875 Penalty: 2645.791992
	Iteration 22Q: 3 clusters Score -193530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -193531.640625 Penalty: 2645.791992
	Iteration 23Q: 3 clusters Score -193531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -193531.984375 Penalty: 2645.791992
	Iteration 24Q: 3 clusters Score -193532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -193532.234375 Penalty: 2645.791992
	Iteration 25Q: 3 clusters Score -193532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -193532.906250 Penalty: 2645.791992
	Iteration 26Q: 3 clusters Score -193532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -193533.703125 Penalty: 2645.791992
	Iteration 27Q: 3 clusters Score -193533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -193533.703125 Penalty: 2645.791992
	Iteration 28F: 3 clusters Score -193533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 12308 members 
Mstep: Class 4 contains 23309 members 
Mstep: Class 5 contains 29019 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 24214 members 
Mstep: Class 8 contains 13997 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 40562 members 
Mstep: Class 11 contains 3664 members 
Mstep: Class 12 contains 13667 members 
Mstep: Class 13 contains 28872 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 10140 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 6649 members 
Mstep: Class 19 contains 99011 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 16065 members 
Mstep: Class 22 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950312.000000 Penalty: 46602.589844
Iteration 119Q: 23 clusters Score -2.695031e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 12309 members 
Mstep: Class 4 contains 23309 members 
Mstep: Class 5 contains 29018 members 
Mstep: Class 6 contains 4450 members 
Mstep: Class 7 contains 24240 members 
Mstep: Class 8 contains 13983 members 
Mstep: Class 9 contains 8950 members 
Mstep: Class 10 contains 40548 members 
Mstep: Class 11 contains 3666 members 
Mstep: Class 12 contains 13664 members 
Mstep: Class 13 contains 28865 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 10145 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 6648 members 
Mstep: Class 19 contains 99051 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 16033 members 
Mstep: Class 22 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950334.000000 Penalty: 46602.589844
Iteration 120F: 23 clusters Score -2.695033e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104117 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 12304 members 
Mstep: Class 4 contains 23310 members 
Mstep: Class 5 contains 29016 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 24272 members 
Mstep: Class 8 contains 13973 members 
Mstep: Class 9 contains 8952 members 
Mstep: Class 10 contains 40529 members 
Mstep: Class 11 contains 3671 members 
Mstep: Class 12 contains 13661 members 
Mstep: Class 13 contains 28861 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 10156 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 6649 members 
Mstep: Class 19 contains 99086 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 16007 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950274.000000 Penalty: 46602.589844
Iteration 121Q: 23 clusters Score -2.695027e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104123 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 12298 members 
Mstep: Class 4 contains 23309 members 
Mstep: Class 5 contains 29015 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 24292 members 
Mstep: Class 8 contains 13963 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 40512 members 
Mstep: Class 11 contains 3673 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 28860 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 15 contains 10155 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 6649 members 
Mstep: Class 19 contains 99126 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 15989 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950312.000000 Penalty: 46602.589844
Iteration 122Q: 23 clusters Score -2.695031e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104121 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12297 members 
Mstep: Class 4 contains 23311 members 
Mstep: Class 5 contains 29013 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 24308 members 
Mstep: Class 8 contains 13952 members 
Mstep: Class 9 contains 8956 members 
Mstep: Class 10 contains 40496 members 
Mstep: Class 11 contains 3675 members 
Mstep: Class 12 contains 13655 members 
Mstep: Class 13 contains 28859 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 10156 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 6650 members 
Mstep: Class 19 contains 99159 members 
Mstep: Class 20 contains 2803 members 
Mstep: Class 21 contains 15975 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950296.000000 Penalty: 46602.589844
Iteration 123Q: 23 clusters Score -2.69503e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12292 members 
Mstep: Class 4 contains 23313 members 
Mstep: Class 5 contains 29012 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 24319 members 
Mstep: Class 8 contains 13943 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 40478 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 13655 members 
Mstep: Class 13 contains 28858 members 
Mstep: Class 14 contains 4225 members 
Mstep: Class 15 contains 10156 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 6651 members 
Mstep: Class 19 contains 99189 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 15965 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950292.000000 Penalty: 46602.589844
Iteration 124Q: 23 clusters Score -2.695029e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104127 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12289 members 
Mstep: Class 4 contains 23314 members 
Mstep: Class 5 contains 29010 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24329 members 
Mstep: Class 8 contains 13934 members 
Mstep: Class 9 contains 8959 members 
Mstep: Class 10 contains 40459 members 
Mstep: Class 11 contains 3680 members 
Mstep: Class 12 contains 13655 members 
Mstep: Class 13 contains 28855 members 
Mstep: Class 14 contains 4216 members 
Mstep: Class 15 contains 10159 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 99223 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 15956 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950284.000000 Penalty: 46602.589844
Iteration 125Q: 23 clusters Score -2.695028e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104131 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12290 members 
Mstep: Class 4 contains 23317 members 
Mstep: Class 5 contains 29008 members 
Mstep: Class 6 contains 4432 members 
Mstep: Class 7 contains 24341 members 
Mstep: Class 8 contains 13921 members 
Mstep: Class 9 contains 8960 members 
Mstep: Class 10 contains 40447 members 
Mstep: Class 11 contains 3681 members 
Mstep: Class 12 contains 13653 members 
Mstep: Class 13 contains 28851 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 15 contains 10162 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 99255 members 
Mstep: Class 20 contains 2795 members 
Mstep: Class 21 contains 15947 members 
Mstep: Class 22 contains 3439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950310.000000 Penalty: 46602.589844
Iteration 126Q: 23 clusters Score -2.695031e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104132 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12290 members 
Mstep: Class 4 contains 23321 members 
Mstep: Class 5 contains 29007 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 24352 members 
Mstep: Class 8 contains 13912 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 10 contains 40434 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13651 members 
Mstep: Class 13 contains 28849 members 
Mstep: Class 14 contains 4195 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 99283 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15937 members 
Mstep: Class 22 contains 3439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950310.000000 Penalty: 46602.589844
Iteration 127Q: 23 clusters Score -2.695031e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12290 members 
Mstep: Class 4 contains 23323 members 
Mstep: Class 5 contains 29007 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 24367 members 
Mstep: Class 8 contains 13902 members 
Mstep: Class 9 contains 8961 members 
Mstep: Class 10 contains 40421 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13649 members 
Mstep: Class 13 contains 28843 members 
Mstep: Class 14 contains 4187 members 
Mstep: Class 15 contains 10164 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 99316 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 15926 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950352.000000 Penalty: 46602.589844
Iteration 128Q: 23 clusters Score -2.695035e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104136 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12289 members 
Mstep: Class 4 contains 23324 members 
Mstep: Class 5 contains 29005 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 24375 members 
Mstep: Class 8 contains 13888 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 10 contains 40404 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 28837 members 
Mstep: Class 14 contains 4185 members 
Mstep: Class 15 contains 10164 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 99354 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15916 members 
Mstep: Class 22 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950346.000000 Penalty: 46602.589844
Iteration 129Q: 23 clusters Score -2.695035e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12289 members 
Mstep: Class 4 contains 23324 members 
Mstep: Class 5 contains 29005 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24380 members 
Mstep: Class 8 contains 13873 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 10 contains 40384 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 28828 members 
Mstep: Class 14 contains 4183 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 99406 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15910 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950338.000000 Penalty: 46602.589844
Iteration 130Q: 23 clusters Score -2.695034e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12285 members 
Mstep: Class 4 contains 23331 members 
Mstep: Class 5 contains 29003 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 24387 members 
Mstep: Class 8 contains 13859 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 10 contains 40369 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 13640 members 
Mstep: Class 13 contains 28823 members 
Mstep: Class 14 contains 4180 members 
Mstep: Class 15 contains 10164 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 6655 members 
Mstep: Class 19 contains 99448 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 21 contains 15905 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950326.000000 Penalty: 46602.589844
Iteration 131Q: 23 clusters Score -2.695033e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12281 members 
Mstep: Class 4 contains 23334 members 
Mstep: Class 5 contains 29002 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 24395 members 
Mstep: Class 8 contains 13846 members 
Mstep: Class 9 contains 8963 members 
Mstep: Class 10 contains 40358 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 28814 members 
Mstep: Class 14 contains 4176 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 19 contains 99489 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 21 contains 15898 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950290.000000 Penalty: 46602.589844
Iteration 132Q: 23 clusters Score -2.695029e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104129 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12276 members 
Mstep: Class 4 contains 23335 members 
Mstep: Class 5 contains 29002 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 24405 members 
Mstep: Class 8 contains 13828 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 40341 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 28807 members 
Mstep: Class 14 contains 4175 members 
Mstep: Class 15 contains 10160 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99532 members 
Mstep: Class 20 contains 2785 members 
Mstep: Class 21 contains 15892 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950310.000000 Penalty: 46602.589844
Iteration 133Q: 23 clusters Score -2.695031e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12275 members 
Mstep: Class 4 contains 23338 members 
Mstep: Class 5 contains 29002 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24414 members 
Mstep: Class 8 contains 13813 members 
Mstep: Class 9 contains 8966 members 
Mstep: Class 10 contains 40318 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 28801 members 
Mstep: Class 14 contains 4172 members 
Mstep: Class 15 contains 10160 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 99574 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15885 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950326.000000 Penalty: 46602.589844
Iteration 134Q: 23 clusters Score -2.695033e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104123 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12272 members 
Mstep: Class 4 contains 23340 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24420 members 
Mstep: Class 8 contains 13801 members 
Mstep: Class 9 contains 8966 members 
Mstep: Class 10 contains 40292 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 28796 members 
Mstep: Class 14 contains 4172 members 
Mstep: Class 15 contains 10160 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 99616 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15881 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950346.000000 Penalty: 46602.589844
Iteration 135Q: 23 clusters Score -2.695035e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12272 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24424 members 
Mstep: Class 8 contains 13792 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 40264 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13637 members 
Mstep: Class 13 contains 28792 members 
Mstep: Class 14 contains 4170 members 
Mstep: Class 15 contains 10159 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99660 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 15879 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950394.000000 Penalty: 46602.589844
Iteration 136Q: 23 clusters Score -2.695039e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104117 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12272 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24427 members 
Mstep: Class 8 contains 13781 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 40246 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13637 members 
Mstep: Class 13 contains 28787 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99700 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 15876 members 
Mstep: Class 22 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950388.000000 Penalty: 46602.589844
Iteration 137Q: 23 clusters Score -2.695039e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12272 members 
Mstep: Class 4 contains 23347 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24430 members 
Mstep: Class 8 contains 13766 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 40229 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 28783 members 
Mstep: Class 14 contains 4164 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99741 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 15873 members 
Mstep: Class 22 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950326.000000 Penalty: 46602.589844
Iteration 138Q: 23 clusters Score -2.695033e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104106 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12272 members 
Mstep: Class 4 contains 23349 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 24433 members 
Mstep: Class 8 contains 13752 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 40220 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 28778 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 15 contains 10159 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99771 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 15871 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950312.000000 Penalty: 46602.589844
Iteration 139Q: 23 clusters Score -2.695031e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104107 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12274 members 
Mstep: Class 4 contains 23348 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 7 contains 24436 members 
Mstep: Class 8 contains 13740 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 40206 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 28775 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 15 contains 10156 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99802 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15868 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950322.000000 Penalty: 46602.589844
Iteration 140F: 23 clusters Score -2.695032e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104107 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12273 members 
Mstep: Class 4 contains 23348 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 7 contains 24445 members 
Mstep: Class 8 contains 13733 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 40192 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 28765 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99830 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15862 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950342.000000 Penalty: 46602.589844
Iteration 141Q: 23 clusters Score -2.695034e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104107 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12273 members 
Mstep: Class 4 contains 23347 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 7 contains 24449 members 
Mstep: Class 8 contains 13728 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 40178 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 28757 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99858 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15859 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950352.000000 Penalty: 46602.589844
Iteration 142Q: 23 clusters Score -2.695035e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104105 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12272 members 
Mstep: Class 4 contains 23346 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 7 contains 24451 members 
Mstep: Class 8 contains 13720 members 
Mstep: Class 9 contains 8966 members 
Mstep: Class 10 contains 40164 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 28753 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99887 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15858 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950366.000000 Penalty: 46602.589844
Iteration 143Q: 23 clusters Score -2.695037e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12271 members 
Mstep: Class 4 contains 23346 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24454 members 
Mstep: Class 8 contains 13706 members 
Mstep: Class 9 contains 8969 members 
Mstep: Class 10 contains 40150 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 28744 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99926 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15855 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950374.000000 Penalty: 46602.589844
Iteration 144Q: 23 clusters Score -2.695037e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104101 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12271 members 
Mstep: Class 4 contains 23347 members 
Mstep: Class 5 contains 29002 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24453 members 
Mstep: Class 8 contains 13689 members 
Mstep: Class 9 contains 8970 members 
Mstep: Class 10 contains 40144 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 28735 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 10156 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99958 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15854 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950396.000000 Penalty: 46602.589844
Iteration 145Q: 23 clusters Score -2.69504e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104097 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12272 members 
Mstep: Class 4 contains 23346 members 
Mstep: Class 5 contains 29002 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24456 members 
Mstep: Class 8 contains 13672 members 
Mstep: Class 9 contains 8970 members 
Mstep: Class 10 contains 40136 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13637 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 10154 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 99999 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15852 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950392.000000 Penalty: 46602.589844
Iteration 146Q: 23 clusters Score -2.695039e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12271 members 
Mstep: Class 4 contains 23346 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24460 members 
Mstep: Class 8 contains 13654 members 
Mstep: Class 9 contains 8974 members 
Mstep: Class 10 contains 40129 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13636 members 
Mstep: Class 13 contains 28708 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 10153 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 100042 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15847 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950440.000000 Penalty: 46602.589844
Iteration 147Q: 23 clusters Score -2.695044e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12268 members 
Mstep: Class 4 contains 23346 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24465 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 8978 members 
Mstep: Class 10 contains 40121 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 28700 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 100080 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15839 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950398.000000 Penalty: 46602.589844
Iteration 148Q: 23 clusters Score -2.69504e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12266 members 
Mstep: Class 4 contains 23345 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24471 members 
Mstep: Class 8 contains 13624 members 
Mstep: Class 9 contains 8980 members 
Mstep: Class 10 contains 40111 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 13 contains 28698 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 100106 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15831 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950376.000000 Penalty: 46602.589844
Iteration 149Q: 23 clusters Score -2.695038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12265 members 
Mstep: Class 4 contains 23348 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24476 members 
Mstep: Class 8 contains 13616 members 
Mstep: Class 9 contains 8981 members 
Mstep: Class 10 contains 40091 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 13 contains 28699 members 
Mstep: Class 14 contains 4160 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 19 contains 100136 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15824 members 
Mstep: Class 22 contains 3445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950358.000000 Penalty: 46602.589844
Iteration 150Q: 23 clusters Score -2.695036e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12264 members 
Mstep: Class 4 contains 23350 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24482 members 
Mstep: Class 8 contains 13608 members 
Mstep: Class 9 contains 8982 members 
Mstep: Class 10 contains 40080 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 13 contains 28696 members 
Mstep: Class 14 contains 4159 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6655 members 
Mstep: Class 19 contains 100162 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15814 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950356.000000 Penalty: 46602.589844
Iteration 151Q: 23 clusters Score -2.695036e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12265 members 
Mstep: Class 4 contains 23352 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24491 members 
Mstep: Class 8 contains 13601 members 
Mstep: Class 9 contains 8983 members 
Mstep: Class 10 contains 40064 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 13 contains 28694 members 
Mstep: Class 14 contains 4157 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 100190 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15802 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950366.000000 Penalty: 46602.589844
Iteration 152Q: 23 clusters Score -2.695037e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104093 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12268 members 
Mstep: Class 4 contains 23353 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24497 members 
Mstep: Class 8 contains 13594 members 
Mstep: Class 9 contains 8984 members 
Mstep: Class 10 contains 40057 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 13 contains 28695 members 
Mstep: Class 14 contains 4156 members 
Mstep: Class 15 contains 10153 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 100208 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15790 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950354.000000 Penalty: 46602.589844
Iteration 153Q: 23 clusters Score -2.695035e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104094 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12269 members 
Mstep: Class 4 contains 23353 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 24501 members 
Mstep: Class 8 contains 13586 members 
Mstep: Class 9 contains 8988 members 
Mstep: Class 10 contains 40049 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 13 contains 28691 members 
Mstep: Class 14 contains 4154 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 100230 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15782 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950352.000000 Penalty: 46602.589844
Iteration 154Q: 23 clusters Score -2.695035e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12269 members 
Mstep: Class 4 contains 23353 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24506 members 
Mstep: Class 8 contains 13579 members 
Mstep: Class 9 contains 8993 members 
Mstep: Class 10 contains 40038 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 13 contains 28690 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10151 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 100248 members 
Mstep: Class 20 contains 2785 members 
Mstep: Class 21 contains 15776 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950334.000000 Penalty: 46602.589844
Iteration 155Q: 23 clusters Score -2.695033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12269 members 
Mstep: Class 4 contains 23354 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24510 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 8994 members 
Mstep: Class 10 contains 40024 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 13 contains 28689 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10151 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 6653 members 
Mstep: Class 19 contains 100271 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15772 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950312.000000 Penalty: 46602.589844
Iteration 156Q: 23 clusters Score -2.695031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12269 members 
Mstep: Class 4 contains 23355 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24516 members 
Mstep: Class 8 contains 13564 members 
Mstep: Class 9 contains 8994 members 
Mstep: Class 10 contains 40013 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13632 members 
Mstep: Class 13 contains 28688 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 6653 members 
Mstep: Class 19 contains 100289 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15766 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950310.000000 Penalty: 46602.589844
Iteration 157Q: 23 clusters Score -2.695031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12268 members 
Mstep: Class 4 contains 23354 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24521 members 
Mstep: Class 8 contains 13556 members 
Mstep: Class 9 contains 8995 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13630 members 
Mstep: Class 13 contains 28684 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 100316 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15759 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950342.000000 Penalty: 46602.589844
Iteration 158Q: 23 clusters Score -2.695034e+07 nChanged 43
Entering ConstructFrom: 
Score: -26950342.000000 Penalty: 46602.589844
Entering ConstructFrom: 
Trying to split cluster 1 (104095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Entering Unmasked Estep 
Score: -6414991.000000 Penalty: 1877.372192
	Iteration 0F: 2 clusters Score -6414991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -6345307.500000 Penalty: 3754.744385
	Iteration 0F: 3 clusters Score -6345308 nChanged 49974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -6374824.000000 Penalty: 3754.744385
	Iteration 1F: 3 clusters Score -6374824 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6376227.500000 Penalty: 3754.744385
	Iteration 2Q: 3 clusters Score -6376228 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -6378773.500000 Penalty: 3754.744385
	Iteration 3F: 3 clusters Score -6378774 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -6383239.500000 Penalty: 3754.744385
	Iteration 4F: 3 clusters Score -6383240 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -6390225.500000 Penalty: 3754.744385
	Iteration 5F: 3 clusters Score -6390226 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -6398721.000000 Penalty: 3754.744385
	Iteration 6F: 3 clusters Score -6398721 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -6405910.500000 Penalty: 3754.744385
	Iteration 7F: 3 clusters Score -6405910 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99951 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6410113.500000 Penalty: 3754.744385
	Iteration 8Q: 3 clusters Score -6410114 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6411946.500000 Penalty: 3754.744385
	Iteration 9Q: 3 clusters Score -6411946 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6412673.500000 Penalty: 3754.744385
	Iteration 10Q: 3 clusters Score -6412674 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103460 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6412989.000000 Penalty: 3754.744385
	Iteration 11Q: 3 clusters Score -6412989 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6413153.500000 Penalty: 3754.744385
	Iteration 12Q: 3 clusters Score -6413154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6413229.000000 Penalty: 3754.744385
	Iteration 13Q: 3 clusters Score -6413229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6413287.500000 Penalty: 3754.744385
	Iteration 14Q: 3 clusters Score -6413288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6413314.000000 Penalty: 3754.744385
	Iteration 15Q: 3 clusters Score -6413314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103771 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6413334.000000 Penalty: 3754.744385
	Iteration 16Q: 3 clusters Score -6413334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6413342.500000 Penalty: 3754.744385
	Iteration 17Q: 3 clusters Score -6413342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103787 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6413350.000000 Penalty: 3754.744385
	Iteration 18Q: 3 clusters Score -6413350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103792 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6413359.500000 Penalty: 3754.744385
	Iteration 19Q: 3 clusters Score -6413360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103799 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6413372.500000 Penalty: 3754.744385
	Iteration 20F: 3 clusters Score -6413372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6413377.000000 Penalty: 3754.744385
	Iteration 21Q: 3 clusters Score -6413377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103808 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6413385.500000 Penalty: 3754.744385
	Iteration 22Q: 3 clusters Score -6413386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6413388.000000 Penalty: 3754.744385
	Iteration 23Q: 3 clusters Score -6413388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103813 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6413391.000000 Penalty: 3754.744385
	Iteration 24Q: 3 clusters Score -6413391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6413403.500000 Penalty: 3754.744385
	Iteration 25Q: 3 clusters Score -6413404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6413403.500000 Penalty: 3754.744385
	Iteration 26Q: 3 clusters Score -6413404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6413403.500000 Penalty: 3754.744385
	Iteration 27Q: 3 clusters Score -6413404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6413413.500000 Penalty: 3754.744385
	Iteration 28Q: 3 clusters Score -6413414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6413413.500000 Penalty: 3754.744385
	Iteration 29F: 3 clusters Score -6413414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -67922.718750 Penalty: 1158.250244
	Iteration 0F: 2 clusters Score -67922.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66316.570312 Penalty: 2316.500488
	Iteration 0F: 3 clusters Score -66316.57 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66593.484375 Penalty: 2316.500488
	Iteration 1F: 3 clusters Score -66593.48 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -66663.179688 Penalty: 2316.500488
	Iteration 2F: 3 clusters Score -66663.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -66698.679688 Penalty: 2316.500488
	Iteration 3Q: 3 clusters Score -66698.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -66717.859375 Penalty: 2316.500488
	Iteration 4Q: 3 clusters Score -66717.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -66732.843750 Penalty: 2316.500488
	Iteration 5Q: 3 clusters Score -66732.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -66739.640625 Penalty: 2316.500488
	Iteration 6Q: 3 clusters Score -66739.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -66743.343750 Penalty: 2316.500488
	Iteration 7Q: 3 clusters Score -66743.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -66748.953125 Penalty: 2316.500488
	Iteration 8Q: 3 clusters Score -66748.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -66753.054688 Penalty: 2316.500488
	Iteration 9Q: 3 clusters Score -66753.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66759.257812 Penalty: 2316.500488
	Iteration 10Q: 3 clusters Score -66759.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66766.554688 Penalty: 2316.500488
	Iteration 11Q: 3 clusters Score -66766.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -66772.890625 Penalty: 2316.500488
	Iteration 12Q: 3 clusters Score -66772.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66780.179688 Penalty: 2316.500488
	Iteration 13Q: 3 clusters Score -66780.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -66784.765625 Penalty: 2316.500488
	Iteration 14Q: 3 clusters Score -66784.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -66790.046875 Penalty: 2316.500488
	Iteration 15Q: 3 clusters Score -66790.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -66792.937500 Penalty: 2316.500488
	Iteration 16Q: 3 clusters Score -66792.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -66796.921875 Penalty: 2316.500488
	Iteration 17Q: 3 clusters Score -66796.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -66797.960938 Penalty: 2316.500488
	Iteration 18Q: 3 clusters Score -66797.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66800.523438 Penalty: 2316.500488
	Iteration 19Q: 3 clusters Score -66800.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66801.507812 Penalty: 2316.500488
	Iteration 20F: 3 clusters Score -66801.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66802.164062 Penalty: 2316.500488
	Iteration 21Q: 3 clusters Score -66802.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -66803.343750 Penalty: 2316.500488
	Iteration 22Q: 3 clusters Score -66803.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66806.851562 Penalty: 2316.500488
	Iteration 23Q: 3 clusters Score -66806.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -66810.992188 Penalty: 2316.500488
	Iteration 24Q: 3 clusters Score -66810.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -66813.382812 Penalty: 2316.500488
	Iteration 25Q: 3 clusters Score -66813.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66813.742188 Penalty: 2316.500488
	Iteration 26Q: 3 clusters Score -66813.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66813.742188 Penalty: 2316.500488
	Iteration 27F: 3 clusters Score -66813.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Entering Unmasked Estep 
Score: -766278.500000 Penalty: 1529.857056
	Iteration 0F: 2 clusters Score -766278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -757753.812500 Penalty: 3059.714111
	Iteration 0F: 3 clusters Score -757753.8 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -760563.750000 Penalty: 3059.714111
	Iteration 1F: 3 clusters Score -760563.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -760764.875000 Penalty: 3059.714111
	Iteration 2Q: 3 clusters Score -760764.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -760906.000000 Penalty: 3059.714111
	Iteration 3Q: 3 clusters Score -760906 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -761012.562500 Penalty: 3059.714111
	Iteration 4Q: 3 clusters Score -761012.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -761096.125000 Penalty: 3059.714111
	Iteration 5Q: 3 clusters Score -761096.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -761174.250000 Penalty: 3059.714111
	Iteration 6Q: 3 clusters Score -761174.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -761282.000000 Penalty: 3059.714111
	Iteration 7Q: 3 clusters Score -761282 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -761441.000000 Penalty: 3059.714111
	Iteration 8Q: 3 clusters Score -761441 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -761653.437500 Penalty: 3059.714111
	Iteration 9Q: 3 clusters Score -761653.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -761899.375000 Penalty: 3059.714111
	Iteration 10Q: 3 clusters Score -761899.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -762160.312500 Penalty: 3059.714111
	Iteration 11Q: 3 clusters Score -762160.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -762502.000000 Penalty: 3059.714111
	Iteration 12Q: 3 clusters Score -762502 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -762957.375000 Penalty: 3059.714111
	Iteration 13F: 3 clusters Score -762957.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -763471.812500 Penalty: 3059.714111
	Iteration 14F: 3 clusters Score -763471.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -764062.687500 Penalty: 3059.714111
	Iteration 15F: 3 clusters Score -764062.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -764589.312500 Penalty: 3059.714111
	Iteration 16Q: 3 clusters Score -764589.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -764983.562500 Penalty: 3059.714111
	Iteration 17Q: 3 clusters Score -764983.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -765209.125000 Penalty: 3059.714111
	Iteration 18Q: 3 clusters Score -765209.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -765334.000000 Penalty: 3059.714111
	Iteration 19Q: 3 clusters Score -765334 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -765431.625000 Penalty: 3059.714111
	Iteration 20F: 3 clusters Score -765431.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -765492.500000 Penalty: 3059.714111
	Iteration 21Q: 3 clusters Score -765492.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -765543.937500 Penalty: 3059.714111
	Iteration 22Q: 3 clusters Score -765543.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -765580.500000 Penalty: 3059.714111
	Iteration 23Q: 3 clusters Score -765580.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -765603.750000 Penalty: 3059.714111
	Iteration 24Q: 3 clusters Score -765603.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -765621.250000 Penalty: 3059.714111
	Iteration 25Q: 3 clusters Score -765621.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -765636.000000 Penalty: 3059.714111
	Iteration 26Q: 3 clusters Score -765636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -765646.312500 Penalty: 3059.714111
	Iteration 27Q: 3 clusters Score -765646.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -765653.500000 Penalty: 3059.714111
	Iteration 28Q: 3 clusters Score -765653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -765656.500000 Penalty: 3059.714111
	Iteration 29Q: 3 clusters Score -765656.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -765660.125000 Penalty: 3059.714111
	Iteration 30Q: 3 clusters Score -765660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -765660.687500 Penalty: 3059.714111
	Iteration 31Q: 3 clusters Score -765660.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -765662.000000 Penalty: 3059.714111
	Iteration 32Q: 3 clusters Score -765662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -765662.000000 Penalty: 3059.714111
	Iteration 33F: 3 clusters Score -765662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Entering Unmasked Estep 
Score: -1467940.000000 Penalty: 1634.496216
	Iteration 0F: 2 clusters Score -1467940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1452165.500000 Penalty: 3268.992432
	Iteration 0F: 3 clusters Score -1452166 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1457858.625000 Penalty: 3268.992432
	Iteration 1F: 3 clusters Score -1457859 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1458132.875000 Penalty: 3268.992432
	Iteration 2Q: 3 clusters Score -1458133 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1458380.875000 Penalty: 3268.992432
	Iteration 3Q: 3 clusters Score -1458381 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1458580.625000 Penalty: 3268.992432
	Iteration 4Q: 3 clusters Score -1458581 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1458770.250000 Penalty: 3268.992432
	Iteration 5Q: 3 clusters Score -1458770 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1458948.875000 Penalty: 3268.992432
	Iteration 6Q: 3 clusters Score -1458949 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1459130.000000 Penalty: 3268.992432
	Iteration 7Q: 3 clusters Score -1459130 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1459343.625000 Penalty: 3268.992432
	Iteration 8Q: 3 clusters Score -1459344 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1459615.500000 Penalty: 3268.992432
	Iteration 9Q: 3 clusters Score -1459616 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1459982.750000 Penalty: 3268.992432
	Iteration 10Q: 3 clusters Score -1459983 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1460463.750000 Penalty: 3268.992432
	Iteration 11Q: 3 clusters Score -1460464 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1461045.250000 Penalty: 3268.992432
	Iteration 12Q: 3 clusters Score -1461045 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1461778.375000 Penalty: 3268.992432
	Iteration 13Q: 3 clusters Score -1461778 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1462630.875000 Penalty: 3268.992432
	Iteration 14F: 3 clusters Score -1462631 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1463459.250000 Penalty: 3268.992432
	Iteration 15Q: 3 clusters Score -1463459 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1464178.875000 Penalty: 3268.992432
	Iteration 16Q: 3 clusters Score -1464179 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1464761.125000 Penalty: 3268.992432
	Iteration 17Q: 3 clusters Score -1464761 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1465199.875000 Penalty: 3268.992432
	Iteration 18Q: 3 clusters Score -1465200 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1465552.500000 Penalty: 3268.992432
	Iteration 19Q: 3 clusters Score -1465552 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1465822.250000 Penalty: 3268.992432
	Iteration 20F: 3 clusters Score -1465822 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1466032.125000 Penalty: 3268.992432
	Iteration 21Q: 3 clusters Score -1466032 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1466174.000000 Penalty: 3268.992432
	Iteration 22Q: 3 clusters Score -1466174 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1466296.000000 Penalty: 3268.992432
	Iteration 23Q: 3 clusters Score -1466296 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1466368.125000 Penalty: 3268.992432
	Iteration 24Q: 3 clusters Score -1466368 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1466437.500000 Penalty: 3268.992432
	Iteration 25Q: 3 clusters Score -1466438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1466491.000000 Penalty: 3268.992432
	Iteration 26Q: 3 clusters Score -1466491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1466518.125000 Penalty: 3268.992432
	Iteration 27Q: 3 clusters Score -1466518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1466528.000000 Penalty: 3268.992432
	Iteration 28Q: 3 clusters Score -1466528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1466538.625000 Penalty: 3268.992432
	Iteration 29Q: 3 clusters Score -1466539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1466541.500000 Penalty: 3268.992432
	Iteration 30Q: 3 clusters Score -1466542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1466544.250000 Penalty: 3268.992432
	Iteration 31Q: 3 clusters Score -1466544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1466551.125000 Penalty: 3268.992432
	Iteration 32Q: 3 clusters Score -1466551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1466556.875000 Penalty: 3268.992432
	Iteration 33Q: 3 clusters Score -1466557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1466564.250000 Penalty: 3268.992432
	Iteration 34Q: 3 clusters Score -1466564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1466565.375000 Penalty: 3268.992432
	Iteration 35Q: 3 clusters Score -1466565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1466569.375000 Penalty: 3268.992432
	Iteration 36Q: 3 clusters Score -1466569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1466576.250000 Penalty: 3268.992432
	Iteration 37Q: 3 clusters Score -1466576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1466579.500000 Penalty: 3268.992432
	Iteration 38Q: 3 clusters Score -1466580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1466581.125000 Penalty: 3268.992432
	Iteration 39Q: 3 clusters Score -1466581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1466583.375000 Penalty: 3268.992432
	Iteration 40F: 3 clusters Score -1466583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1466588.750000 Penalty: 3268.992432
	Iteration 41Q: 3 clusters Score -1466589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1466592.625000 Penalty: 3268.992432
	Iteration 42Q: 3 clusters Score -1466593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1466595.375000 Penalty: 3268.992432
	Iteration 43Q: 3 clusters Score -1466595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1466597.375000 Penalty: 3268.992432
	Iteration 44Q: 3 clusters Score -1466597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1466601.625000 Penalty: 3268.992432
	Iteration 45Q: 3 clusters Score -1466602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1466603.000000 Penalty: 3268.992432
	Iteration 46Q: 3 clusters Score -1466603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1466604.750000 Penalty: 3268.992432
	Iteration 47Q: 3 clusters Score -1466605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1466605.375000 Penalty: 3268.992432
	Iteration 48Q: 3 clusters Score -1466605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1466607.500000 Penalty: 3268.992432
	Iteration 49Q: 3 clusters Score -1466608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1466607.625000 Penalty: 3268.992432
	Iteration 50Q: 3 clusters Score -1466608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1466606.500000 Penalty: 3268.992432
	Iteration 51Q: 3 clusters Score -1466606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1466605.625000 Penalty: 3268.992432
	Iteration 52Q: 3 clusters Score -1466606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1466607.250000 Penalty: 3268.992432
	Iteration 53Q: 3 clusters Score -1466607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1466609.000000 Penalty: 3268.992432
	Iteration 54Q: 3 clusters Score -1466609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1466608.000000 Penalty: 3268.992432
	Iteration 55Q: 3 clusters Score -1466608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1466613.250000 Penalty: 3268.992432
	Iteration 56Q: 3 clusters Score -1466613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1466614.750000 Penalty: 3268.992432
	Iteration 57Q: 3 clusters Score -1466615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1466615.375000 Penalty: 3268.992432
	Iteration 58Q: 3 clusters Score -1466615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1466615.375000 Penalty: 3268.992432
	Iteration 59F: 3 clusters Score -1466615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Entering Unmasked Estep 
Score: -1772901.000000 Penalty: 1669.695801
	Iteration 0F: 2 clusters Score -1772901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1753380.375000 Penalty: 3339.391602
	Iteration 0F: 3 clusters Score -1753380 nChanged 13267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1760936.250000 Penalty: 3339.391602
	Iteration 1F: 3 clusters Score -1760936 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1761522.125000 Penalty: 3339.391602
	Iteration 2F: 3 clusters Score -1761522 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1762183.750000 Penalty: 3339.391602
	Iteration 3F: 3 clusters Score -1762184 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1762919.875000 Penalty: 3339.391602
	Iteration 4F: 3 clusters Score -1762920 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1763696.000000 Penalty: 3339.391602
	Iteration 5F: 3 clusters Score -1763696 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1764592.375000 Penalty: 3339.391602
	Iteration 6F: 3 clusters Score -1764592 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1765581.000000 Penalty: 3339.391602
	Iteration 7F: 3 clusters Score -1765581 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -1766597.625000 Penalty: 3339.391602
	Iteration 8F: 3 clusters Score -1766598 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -1767747.000000 Penalty: 3339.391602
	Iteration 9F: 3 clusters Score -1767747 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -1768821.875000 Penalty: 3339.391602
	Iteration 10F: 3 clusters Score -1768822 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -1769677.500000 Penalty: 3339.391602
	Iteration 11Q: 3 clusters Score -1769678 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -1770270.500000 Penalty: 3339.391602
	Iteration 12Q: 3 clusters Score -1770270 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -1770673.625000 Penalty: 3339.391602
	Iteration 13Q: 3 clusters Score -1770674 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -1770949.500000 Penalty: 3339.391602
	Iteration 14Q: 3 clusters Score -1770950 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -1771139.000000 Penalty: 3339.391602
	Iteration 15Q: 3 clusters Score -1771139 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -1771258.500000 Penalty: 3339.391602
	Iteration 16Q: 3 clusters Score -1771258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -1771334.625000 Penalty: 3339.391602
	Iteration 17Q: 3 clusters Score -1771335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -1771368.750000 Penalty: 3339.391602
	Iteration 18Q: 3 clusters Score -1771369 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -1771401.500000 Penalty: 3339.391602
	Iteration 19Q: 3 clusters Score -1771402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -1771431.750000 Penalty: 3339.391602
	Iteration 20F: 3 clusters Score -1771432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -1771451.125000 Penalty: 3339.391602
	Iteration 21Q: 3 clusters Score -1771451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -1771481.375000 Penalty: 3339.391602
	Iteration 22Q: 3 clusters Score -1771481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -1771508.250000 Penalty: 3339.391602
	Iteration 23Q: 3 clusters Score -1771508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -1771509.500000 Penalty: 3339.391602
	Iteration 24Q: 3 clusters Score -1771510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -1771516.750000 Penalty: 3339.391602
	Iteration 25Q: 3 clusters Score -1771517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -1771521.500000 Penalty: 3339.391602
	Iteration 26Q: 3 clusters Score -1771522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -1771528.375000 Penalty: 3339.391602
	Iteration 27Q: 3 clusters Score -1771528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -1771530.125000 Penalty: 3339.391602
	Iteration 28Q: 3 clusters Score -1771530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -1771532.125000 Penalty: 3339.391602
	Iteration 29Q: 3 clusters Score -1771532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -1771532.125000 Penalty: 3339.391602
	Iteration 30F: 3 clusters Score -1771532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Entering Unmasked Estep 
Score: -239950.687500 Penalty: 1364.228271
	Iteration 0F: 2 clusters Score -239950.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -236380.750000 Penalty: 2728.456543
	Iteration 0F: 3 clusters Score -236380.8 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -237502.390625 Penalty: 2728.456543
	Iteration 1F: 3 clusters Score -237502.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -237834.000000 Penalty: 2728.456543
	Iteration 2F: 3 clusters Score -237834 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -238131.953125 Penalty: 2728.456543
	Iteration 3F: 3 clusters Score -238132 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -238376.343750 Penalty: 2728.456543
	Iteration 4F: 3 clusters Score -238376.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -238555.781250 Penalty: 2728.456543
	Iteration 5F: 3 clusters Score -238555.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -238704.671875 Penalty: 2728.456543
	Iteration 6Q: 3 clusters Score -238704.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -238836.281250 Penalty: 2728.456543
	Iteration 7Q: 3 clusters Score -238836.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -238914.921875 Penalty: 2728.456543
	Iteration 8Q: 3 clusters Score -238914.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -238959.140625 Penalty: 2728.456543
	Iteration 9Q: 3 clusters Score -238959.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -238980.656250 Penalty: 2728.456543
	Iteration 10Q: 3 clusters Score -238980.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -239000.562500 Penalty: 2728.456543
	Iteration 11Q: 3 clusters Score -239000.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -239013.265625 Penalty: 2728.456543
	Iteration 12Q: 3 clusters Score -239013.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -239024.031250 Penalty: 2728.456543
	Iteration 13Q: 3 clusters Score -239024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -239030.562500 Penalty: 2728.456543
	Iteration 14Q: 3 clusters Score -239030.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -239036.093750 Penalty: 2728.456543
	Iteration 15Q: 3 clusters Score -239036.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -239040.156250 Penalty: 2728.456543
	Iteration 16Q: 3 clusters Score -239040.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -239042.375000 Penalty: 2728.456543
	Iteration 17Q: 3 clusters Score -239042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -239044.609375 Penalty: 2728.456543
	Iteration 18Q: 3 clusters Score -239044.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -239047.671875 Penalty: 2728.456543
	Iteration 19Q: 3 clusters Score -239047.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -239049.921875 Penalty: 2728.456543
	Iteration 20F: 3 clusters Score -239049.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -239052.609375 Penalty: 2728.456543
	Iteration 21Q: 3 clusters Score -239052.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -239055.531250 Penalty: 2728.456543
	Iteration 22Q: 3 clusters Score -239055.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -239057.875000 Penalty: 2728.456543
	Iteration 23Q: 3 clusters Score -239057.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -239060.234375 Penalty: 2728.456543
	Iteration 24Q: 3 clusters Score -239060.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -239062.109375 Penalty: 2728.456543
	Iteration 25Q: 3 clusters Score -239062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -239063.453125 Penalty: 2728.456543
	Iteration 26Q: 3 clusters Score -239063.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -239064.734375 Penalty: 2728.456543
	Iteration 27Q: 3 clusters Score -239064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -239065.937500 Penalty: 2728.456543
	Iteration 28Q: 3 clusters Score -239065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -239067.718750 Penalty: 2728.456543
	Iteration 29Q: 3 clusters Score -239067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -239067.812500 Penalty: 2728.456543
	Iteration 30Q: 3 clusters Score -239067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -239069.203125 Penalty: 2728.456543
	Iteration 31Q: 3 clusters Score -239069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -239069.609375 Penalty: 2728.456543
	Iteration 32Q: 3 clusters Score -239069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -239070.437500 Penalty: 2728.456543
	Iteration 33Q: 3 clusters Score -239070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -239070.703125 Penalty: 2728.456543
	Iteration 34Q: 3 clusters Score -239070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -239070.953125 Penalty: 2728.456543
	Iteration 35Q: 3 clusters Score -239071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -239070.953125 Penalty: 2728.456543
	Iteration 36F: 3 clusters Score -239071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Entering Unmasked Estep 
Score: -1513436.875000 Penalty: 1642.466919
	Iteration 0F: 2 clusters Score -1513437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1496818.625000 Penalty: 3284.933838
	Iteration 0F: 3 clusters Score -1496819 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1503102.875000 Penalty: 3284.933838
	Iteration 1F: 3 clusters Score -1503103 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1503444.375000 Penalty: 3284.933838
	Iteration 2Q: 3 clusters Score -1503444 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1503756.125000 Penalty: 3284.933838
	Iteration 3Q: 3 clusters Score -1503756 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1504049.875000 Penalty: 3284.933838
	Iteration 4Q: 3 clusters Score -1504050 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1504340.125000 Penalty: 3284.933838
	Iteration 5Q: 3 clusters Score -1504340 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1504689.625000 Penalty: 3284.933838
	Iteration 6Q: 3 clusters Score -1504690 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1505132.750000 Penalty: 3284.933838
	Iteration 7Q: 3 clusters Score -1505133 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1505772.625000 Penalty: 3284.933838
	Iteration 8Q: 3 clusters Score -1505773 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1506686.875000 Penalty: 3284.933838
	Iteration 9F: 3 clusters Score -1506687 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1507921.250000 Penalty: 3284.933838
	Iteration 10F: 3 clusters Score -1507921 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1509246.625000 Penalty: 3284.933838
	Iteration 11F: 3 clusters Score -1509247 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1510426.375000 Penalty: 3284.933838
	Iteration 12F: 3 clusters Score -1510426 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1511182.375000 Penalty: 3284.933838
	Iteration 13Q: 3 clusters Score -1511182 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1511564.000000 Penalty: 3284.933838
	Iteration 14Q: 3 clusters Score -1511564 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1511762.875000 Penalty: 3284.933838
	Iteration 15Q: 3 clusters Score -1511763 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1511892.250000 Penalty: 3284.933838
	Iteration 16Q: 3 clusters Score -1511892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1511955.750000 Penalty: 3284.933838
	Iteration 17Q: 3 clusters Score -1511956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1511982.250000 Penalty: 3284.933838
	Iteration 18Q: 3 clusters Score -1511982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1511998.875000 Penalty: 3284.933838
	Iteration 19Q: 3 clusters Score -1511999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1512005.375000 Penalty: 3284.933838
	Iteration 20F: 3 clusters Score -1512005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1512014.250000 Penalty: 3284.933838
	Iteration 21Q: 3 clusters Score -1512014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1512019.875000 Penalty: 3284.933838
	Iteration 22Q: 3 clusters Score -1512020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1512020.875000 Penalty: 3284.933838
	Iteration 23Q: 3 clusters Score -1512021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1512024.500000 Penalty: 3284.933838
	Iteration 24Q: 3 clusters Score -1512024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1512026.750000 Penalty: 3284.933838
	Iteration 25Q: 3 clusters Score -1512027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1512026.375000 Penalty: 3284.933838
	Iteration 26Q: 3 clusters Score -1512026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1512026.375000 Penalty: 3284.933838
	Iteration 27F: 3 clusters Score -1512026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Entering Unmasked Estep 
Score: -854218.437500 Penalty: 1545.988159
	Iteration 0F: 2 clusters Score -854218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -844793.375000 Penalty: 3091.976318
	Iteration 0F: 3 clusters Score -844793.4 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -847947.312500 Penalty: 3091.976318
	Iteration 1F: 3 clusters Score -847947.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -848195.500000 Penalty: 3091.976318
	Iteration 2F: 3 clusters Score -848195.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -848391.937500 Penalty: 3091.976318
	Iteration 3Q: 3 clusters Score -848391.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -848559.375000 Penalty: 3091.976318
	Iteration 4Q: 3 clusters Score -848559.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -848741.937500 Penalty: 3091.976318
	Iteration 5Q: 3 clusters Score -848741.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -848970.250000 Penalty: 3091.976318
	Iteration 6Q: 3 clusters Score -848970.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -849335.625000 Penalty: 3091.976318
	Iteration 7Q: 3 clusters Score -849335.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -849820.500000 Penalty: 3091.976318
	Iteration 8F: 3 clusters Score -849820.5 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -850420.937500 Penalty: 3091.976318
	Iteration 9F: 3 clusters Score -850420.9 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -851106.062500 Penalty: 3091.976318
	Iteration 10F: 3 clusters Score -851106.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -851745.875000 Penalty: 3091.976318
	Iteration 11F: 3 clusters Score -851745.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -852244.625000 Penalty: 3091.976318
	Iteration 12Q: 3 clusters Score -852244.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -852561.625000 Penalty: 3091.976318
	Iteration 13Q: 3 clusters Score -852561.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -852743.250000 Penalty: 3091.976318
	Iteration 14Q: 3 clusters Score -852743.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -852837.125000 Penalty: 3091.976318
	Iteration 15Q: 3 clusters Score -852837.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -852912.062500 Penalty: 3091.976318
	Iteration 16Q: 3 clusters Score -852912.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -852946.500000 Penalty: 3091.976318
	Iteration 17Q: 3 clusters Score -852946.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -852965.000000 Penalty: 3091.976318
	Iteration 18Q: 3 clusters Score -852965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -852972.375000 Penalty: 3091.976318
	Iteration 19Q: 3 clusters Score -852972.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -852979.500000 Penalty: 3091.976318
	Iteration 20F: 3 clusters Score -852979.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -852988.687500 Penalty: 3091.976318
	Iteration 21Q: 3 clusters Score -852988.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -852995.062500 Penalty: 3091.976318
	Iteration 22Q: 3 clusters Score -852995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -852996.687500 Penalty: 3091.976318
	Iteration 23Q: 3 clusters Score -852996.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -852998.250000 Penalty: 3091.976318
	Iteration 24Q: 3 clusters Score -852998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -852998.250000 Penalty: 3091.976318
	Iteration 25F: 3 clusters Score -852998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -535810.000000 Penalty: 1479.486938
	Iteration 0F: 2 clusters Score -535810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -529326.500000 Penalty: 2958.973877
	Iteration 0F: 3 clusters Score -529326.5 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -531674.062500 Penalty: 2958.973877
	Iteration 1F: 3 clusters Score -531674.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -532258.125000 Penalty: 2958.973877
	Iteration 2F: 3 clusters Score -532258.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -532941.375000 Penalty: 2958.973877
	Iteration 3F: 3 clusters Score -532941.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -533687.500000 Penalty: 2958.973877
	Iteration 4F: 3 clusters Score -533687.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -534225.812500 Penalty: 2958.973877
	Iteration 5F: 3 clusters Score -534225.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -534626.687500 Penalty: 2958.973877
	Iteration 6F: 3 clusters Score -534626.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -534844.500000 Penalty: 2958.973877
	Iteration 7Q: 3 clusters Score -534844.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -534952.187500 Penalty: 2958.973877
	Iteration 8Q: 3 clusters Score -534952.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -535013.937500 Penalty: 2958.973877
	Iteration 9Q: 3 clusters Score -535013.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -535056.437500 Penalty: 2958.973877
	Iteration 10Q: 3 clusters Score -535056.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -535082.562500 Penalty: 2958.973877
	Iteration 11Q: 3 clusters Score -535082.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -535101.187500 Penalty: 2958.973877
	Iteration 12Q: 3 clusters Score -535101.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -535116.437500 Penalty: 2958.973877
	Iteration 13Q: 3 clusters Score -535116.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -535130.062500 Penalty: 2958.973877
	Iteration 14Q: 3 clusters Score -535130.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -535139.625000 Penalty: 2958.973877
	Iteration 15Q: 3 clusters Score -535139.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -535146.500000 Penalty: 2958.973877
	Iteration 16Q: 3 clusters Score -535146.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -535149.000000 Penalty: 2958.973877
	Iteration 17Q: 3 clusters Score -535149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -535151.812500 Penalty: 2958.973877
	Iteration 18Q: 3 clusters Score -535151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -535152.812500 Penalty: 2958.973877
	Iteration 19Q: 3 clusters Score -535152.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -535156.312500 Penalty: 2958.973877
	Iteration 20F: 3 clusters Score -535156.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -535157.812500 Penalty: 2958.973877
	Iteration 21Q: 3 clusters Score -535157.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -535159.812500 Penalty: 2958.973877
	Iteration 22Q: 3 clusters Score -535159.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -535162.375000 Penalty: 2958.973877
	Iteration 23Q: 3 clusters Score -535162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -535162.687500 Penalty: 2958.973877
	Iteration 24Q: 3 clusters Score -535162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -535164.687500 Penalty: 2958.973877
	Iteration 25Q: 3 clusters Score -535164.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -535165.750000 Penalty: 2958.973877
	Iteration 26Q: 3 clusters Score -535165.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -535165.687500 Penalty: 2958.973877
	Iteration 27Q: 3 clusters Score -535165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -535165.375000 Penalty: 2958.973877
	Iteration 28Q: 3 clusters Score -535165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -535165.875000 Penalty: 2958.973877
	Iteration 29Q: 3 clusters Score -535165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -535167.687500 Penalty: 2958.973877
	Iteration 30Q: 3 clusters Score -535167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -535166.687500 Penalty: 2958.973877
	Iteration 31Q: 3 clusters Score -535166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -535165.937500 Penalty: 2958.973877
	Iteration 32Q: 3 clusters Score -535165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -535165.187500 Penalty: 2958.973877
	Iteration 33Q: 3 clusters Score -535165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -535165.125000 Penalty: 2958.973877
	Iteration 34Q: 3 clusters Score -535165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -535165.625000 Penalty: 2958.973877
	Iteration 35Q: 3 clusters Score -535165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -535165.625000 Penalty: 2958.973877
	Iteration 36F: 3 clusters Score -535165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Entering Unmasked Estep 
Score: -2465187.750000 Penalty: 1721.924683
	Iteration 0F: 2 clusters Score -2465188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2438457.000000 Penalty: 3443.849365
	Iteration 0F: 3 clusters Score -2438457 nChanged 18604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2449048.000000 Penalty: 3443.849365
	Iteration 1F: 3 clusters Score -2449048 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2449972.500000 Penalty: 3443.849365
	Iteration 2F: 3 clusters Score -2449972 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2451365.250000 Penalty: 3443.849365
	Iteration 3F: 3 clusters Score -2451365 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2453435.250000 Penalty: 3443.849365
	Iteration 4F: 3 clusters Score -2453435 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2456084.500000 Penalty: 3443.849365
	Iteration 5F: 3 clusters Score -2456084 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2458790.250000 Penalty: 3443.849365
	Iteration 6F: 3 clusters Score -2458790 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2460702.000000 Penalty: 3443.849365
	Iteration 7F: 3 clusters Score -2460702 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2461660.250000 Penalty: 3443.849365
	Iteration 8Q: 3 clusters Score -2461660 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2462123.500000 Penalty: 3443.849365
	Iteration 9Q: 3 clusters Score -2462124 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2462402.000000 Penalty: 3443.849365
	Iteration 10Q: 3 clusters Score -2462402 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2462636.250000 Penalty: 3443.849365
	Iteration 11Q: 3 clusters Score -2462636 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2462841.750000 Penalty: 3443.849365
	Iteration 12Q: 3 clusters Score -2462842 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2463102.500000 Penalty: 3443.849365
	Iteration 13Q: 3 clusters Score -2463102 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -2463366.000000 Penalty: 3443.849365
	Iteration 14Q: 3 clusters Score -2463366 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -2463716.250000 Penalty: 3443.849365
	Iteration 15Q: 3 clusters Score -2463716 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2464173.000000 Penalty: 3443.849365
	Iteration 16Q: 3 clusters Score -2464173 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -2464625.750000 Penalty: 3443.849365
	Iteration 17Q: 3 clusters Score -2464626 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -2465023.000000 Penalty: 3443.849365
	Iteration 18Q: 3 clusters Score -2465023 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2465253.000000 Penalty: 3443.849365
	Iteration 19Q: 3 clusters Score -2465253 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -2465425.500000 Penalty: 3443.849365
	Iteration 20F: 3 clusters Score -2465426 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -2465499.250000 Penalty: 3443.849365
	Iteration 21Q: 3 clusters Score -2465499 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -2465552.250000 Penalty: 3443.849365
	Iteration 22Q: 3 clusters Score -2465552 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -2465571.000000 Penalty: 3443.849365
	Iteration 23Q: 3 clusters Score -2465571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2465579.750000 Penalty: 3443.849365
	Iteration 24Q: 3 clusters Score -2465580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2465586.000000 Penalty: 3443.849365
	Iteration 25Q: 3 clusters Score -2465586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2465584.750000 Penalty: 3443.849365
	Iteration 26Q: 3 clusters Score -2465585 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2465587.000000 Penalty: 3443.849365
	Iteration 27Q: 3 clusters Score -2465587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2465593.500000 Penalty: 3443.849365
	Iteration 28Q: 3 clusters Score -2465594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2465598.750000 Penalty: 3443.849365
	Iteration 29Q: 3 clusters Score -2465599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -2465601.500000 Penalty: 3443.849365
	Iteration 30Q: 3 clusters Score -2465602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -2465603.750000 Penalty: 3443.849365
	Iteration 31Q: 3 clusters Score -2465604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2465601.250000 Penalty: 3443.849365
	Iteration 32Q: 3 clusters Score -2465601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2465604.000000 Penalty: 3443.849365
	Iteration 33Q: 3 clusters Score -2465604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -2465604.750000 Penalty: 3443.849365
	Iteration 34Q: 3 clusters Score -2465605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -2465603.250000 Penalty: 3443.849365
	Iteration 35Q: 3 clusters Score -2465603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2465603.250000 Penalty: 3443.849365
	Iteration 36Q: 3 clusters Score -2465603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -2465606.500000 Penalty: 3443.849365
	Iteration 37Q: 3 clusters Score -2465606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -2465605.500000 Penalty: 3443.849365
	Iteration 38Q: 3 clusters Score -2465606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2465604.000000 Penalty: 3443.849365
	Iteration 39Q: 3 clusters Score -2465604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -2465605.250000 Penalty: 3443.849365
	Iteration 40F: 3 clusters Score -2465605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -2465610.750000 Penalty: 3443.849365
	Iteration 41Q: 3 clusters Score -2465611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -2465606.250000 Penalty: 3443.849365
	Iteration 42Q: 3 clusters Score -2465606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -2465608.750000 Penalty: 3443.849365
	Iteration 43Q: 3 clusters Score -2465609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -2465611.750000 Penalty: 3443.849365
	Iteration 44Q: 3 clusters Score -2465612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -2465610.250000 Penalty: 3443.849365
	Iteration 45Q: 3 clusters Score -2465610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2465610.500000 Penalty: 3443.849365
	Iteration 46Q: 3 clusters Score -2465610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -2465614.250000 Penalty: 3443.849365
	Iteration 47Q: 3 clusters Score -2465614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -2465611.500000 Penalty: 3443.849365
	Iteration 48Q: 3 clusters Score -2465612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -2465609.500000 Penalty: 3443.849365
	Iteration 49Q: 3 clusters Score -2465610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2465610.750000 Penalty: 3443.849365
	Iteration 50Q: 3 clusters Score -2465611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2465609.250000 Penalty: 3443.849365
	Iteration 51Q: 3 clusters Score -2465609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2465607.000000 Penalty: 3443.849365
	Iteration 52Q: 3 clusters Score -2465607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -2465606.000000 Penalty: 3443.849365
	Iteration 53Q: 3 clusters Score -2465606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -2465606.000000 Penalty: 3443.849365
	Iteration 54F: 3 clusters Score -2465606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12265 members 
Mstep: Class 4 contains 23352 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24526 members 
Mstep: Class 8 contains 13545 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 13892 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13628 members 
Mstep: Class 13 contains 28678 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 19 contains 100346 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15752 members 
Mstep: Class 22 contains 3446 members 
Mstep: Class 23 contains 26101 members 
Entering Unmasked Estep 
Score: -26950098.000000 Penalty: 48720.890625
Splitting cluster 10 changes total score from -26950342.000000 to -26950098.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (3690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Entering Unmasked Estep 
Score: -190743.125000 Penalty: 1334.674561
	Iteration 0F: 2 clusters Score -190743.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -187621.484375 Penalty: 2669.349121
	Iteration 0F: 3 clusters Score -187621.5 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -188549.328125 Penalty: 2669.349121
	Iteration 1F: 3 clusters Score -188549.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -188840.109375 Penalty: 2669.349121
	Iteration 2F: 3 clusters Score -188840.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -189071.984375 Penalty: 2669.349121
	Iteration 3F: 3 clusters Score -189072 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -189247.343750 Penalty: 2669.349121
	Iteration 4F: 3 clusters Score -189247.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -189412.078125 Penalty: 2669.349121
	Iteration 5Q: 3 clusters Score -189412.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -189529.640625 Penalty: 2669.349121
	Iteration 6Q: 3 clusters Score -189529.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -189633.015625 Penalty: 2669.349121
	Iteration 7Q: 3 clusters Score -189633 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -189715.171875 Penalty: 2669.349121
	Iteration 8Q: 3 clusters Score -189715.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -189814.281250 Penalty: 2669.349121
	Iteration 9Q: 3 clusters Score -189814.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -189937.390625 Penalty: 2669.349121
	Iteration 10Q: 3 clusters Score -189937.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -190026.828125 Penalty: 2669.349121
	Iteration 11Q: 3 clusters Score -190026.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -190079.171875 Penalty: 2669.349121
	Iteration 12Q: 3 clusters Score -190079.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -190107.234375 Penalty: 2669.349121
	Iteration 13Q: 3 clusters Score -190107.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -190131.640625 Penalty: 2669.349121
	Iteration 14Q: 3 clusters Score -190131.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -190155.093750 Penalty: 2669.349121
	Iteration 15Q: 3 clusters Score -190155.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -190186.656250 Penalty: 2669.349121
	Iteration 16Q: 3 clusters Score -190186.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -190208.609375 Penalty: 2669.349121
	Iteration 17Q: 3 clusters Score -190208.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -190222.062500 Penalty: 2669.349121
	Iteration 18Q: 3 clusters Score -190222.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -190234.375000 Penalty: 2669.349121
	Iteration 19Q: 3 clusters Score -190234.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -190248.000000 Penalty: 2669.349121
	Iteration 20F: 3 clusters Score -190248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -190262.078125 Penalty: 2669.349121
	Iteration 21Q: 3 clusters Score -190262.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -190271.328125 Penalty: 2669.349121
	Iteration 22Q: 3 clusters Score -190271.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -190277.703125 Penalty: 2669.349121
	Iteration 23Q: 3 clusters Score -190277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -190281.640625 Penalty: 2669.349121
	Iteration 24Q: 3 clusters Score -190281.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -190283.171875 Penalty: 2669.349121
	Iteration 25Q: 3 clusters Score -190283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -190285.828125 Penalty: 2669.349121
	Iteration 26Q: 3 clusters Score -190285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190287.875000 Penalty: 2669.349121
	Iteration 27Q: 3 clusters Score -190287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -190291.031250 Penalty: 2669.349121
	Iteration 28Q: 3 clusters Score -190291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -190292.828125 Penalty: 2669.349121
	Iteration 29Q: 3 clusters Score -190292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -190295.250000 Penalty: 2669.349121
	Iteration 30Q: 3 clusters Score -190295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -190295.500000 Penalty: 2669.349121
	Iteration 31Q: 3 clusters Score -190295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -190295.906250 Penalty: 2669.349121
	Iteration 32Q: 3 clusters Score -190295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -190296.468750 Penalty: 2669.349121
	Iteration 33Q: 3 clusters Score -190296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -190298.015625 Penalty: 2669.349121
	Iteration 34Q: 3 clusters Score -190298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -190299.953125 Penalty: 2669.349121
	Iteration 35Q: 3 clusters Score -190300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -190301.796875 Penalty: 2669.349121
	Iteration 36Q: 3 clusters Score -190301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -190304.250000 Penalty: 2669.349121
	Iteration 37Q: 3 clusters Score -190304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -190307.203125 Penalty: 2669.349121
	Iteration 38Q: 3 clusters Score -190307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -190310.109375 Penalty: 2669.349121
	Iteration 39Q: 3 clusters Score -190310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -190312.953125 Penalty: 2669.349121
	Iteration 40F: 3 clusters Score -190313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -190323.281250 Penalty: 2669.349121
	Iteration 41Q: 3 clusters Score -190323.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -190330.296875 Penalty: 2669.349121
	Iteration 42Q: 3 clusters Score -190330.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -190334.656250 Penalty: 2669.349121
	Iteration 43Q: 3 clusters Score -190334.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -190339.562500 Penalty: 2669.349121
	Iteration 44Q: 3 clusters Score -190339.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -190341.703125 Penalty: 2669.349121
	Iteration 45Q: 3 clusters Score -190341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -190344.140625 Penalty: 2669.349121
	Iteration 46Q: 3 clusters Score -190344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -190345.843750 Penalty: 2669.349121
	Iteration 47Q: 3 clusters Score -190345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -190350.031250 Penalty: 2669.349121
	Iteration 48Q: 3 clusters Score -190350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -190351.921875 Penalty: 2669.349121
	Iteration 49Q: 3 clusters Score -190351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -190352.000000 Penalty: 2669.349121
	Iteration 50Q: 3 clusters Score -190352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -190352.000000 Penalty: 2669.349121
	Iteration 51F: 3 clusters Score -190352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Entering Unmasked Estep 
Score: -851948.750000 Penalty: 1546.980835
	Iteration 0F: 2 clusters Score -851948.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -842547.937500 Penalty: 3093.961670
	Iteration 0F: 3 clusters Score -842547.9 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -845791.875000 Penalty: 3093.961670
	Iteration 1F: 3 clusters Score -845791.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -846077.250000 Penalty: 3093.961670
	Iteration 2F: 3 clusters Score -846077.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -846313.375000 Penalty: 3093.961670
	Iteration 3Q: 3 clusters Score -846313.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -846503.062500 Penalty: 3093.961670
	Iteration 4Q: 3 clusters Score -846503.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -846647.250000 Penalty: 3093.961670
	Iteration 5Q: 3 clusters Score -846647.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -846778.250000 Penalty: 3093.961670
	Iteration 6Q: 3 clusters Score -846778.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -846925.437500 Penalty: 3093.961670
	Iteration 7Q: 3 clusters Score -846925.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -847110.562500 Penalty: 3093.961670
	Iteration 8Q: 3 clusters Score -847110.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -847339.250000 Penalty: 3093.961670
	Iteration 9Q: 3 clusters Score -847339.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -847613.062500 Penalty: 3093.961670
	Iteration 10Q: 3 clusters Score -847613.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -847910.187500 Penalty: 3093.961670
	Iteration 11Q: 3 clusters Score -847910.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -848253.500000 Penalty: 3093.961670
	Iteration 12Q: 3 clusters Score -848253.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -848597.312500 Penalty: 3093.961670
	Iteration 13Q: 3 clusters Score -848597.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -848861.125000 Penalty: 3093.961670
	Iteration 14Q: 3 clusters Score -848861.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -849060.375000 Penalty: 3093.961670
	Iteration 15Q: 3 clusters Score -849060.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -849183.500000 Penalty: 3093.961670
	Iteration 16Q: 3 clusters Score -849183.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -849276.437500 Penalty: 3093.961670
	Iteration 17Q: 3 clusters Score -849276.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -849354.875000 Penalty: 3093.961670
	Iteration 18Q: 3 clusters Score -849354.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -849433.625000 Penalty: 3093.961670
	Iteration 19Q: 3 clusters Score -849433.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -849521.562500 Penalty: 3093.961670
	Iteration 20F: 3 clusters Score -849521.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -849601.375000 Penalty: 3093.961670
	Iteration 21Q: 3 clusters Score -849601.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -849663.750000 Penalty: 3093.961670
	Iteration 22Q: 3 clusters Score -849663.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -849718.875000 Penalty: 3093.961670
	Iteration 23Q: 3 clusters Score -849718.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -849767.812500 Penalty: 3093.961670
	Iteration 24Q: 3 clusters Score -849767.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -849824.750000 Penalty: 3093.961670
	Iteration 25Q: 3 clusters Score -849824.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -849881.937500 Penalty: 3093.961670
	Iteration 26Q: 3 clusters Score -849881.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -849936.562500 Penalty: 3093.961670
	Iteration 27Q: 3 clusters Score -849936.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -849979.687500 Penalty: 3093.961670
	Iteration 28Q: 3 clusters Score -849979.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -850022.375000 Penalty: 3093.961670
	Iteration 29Q: 3 clusters Score -850022.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -850053.375000 Penalty: 3093.961670
	Iteration 30Q: 3 clusters Score -850053.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -850087.125000 Penalty: 3093.961670
	Iteration 31Q: 3 clusters Score -850087.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -850117.250000 Penalty: 3093.961670
	Iteration 32Q: 3 clusters Score -850117.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -850149.000000 Penalty: 3093.961670
	Iteration 33Q: 3 clusters Score -850149 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -850183.437500 Penalty: 3093.961670
	Iteration 34Q: 3 clusters Score -850183.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -850210.875000 Penalty: 3093.961670
	Iteration 35Q: 3 clusters Score -850210.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -850242.437500 Penalty: 3093.961670
	Iteration 36Q: 3 clusters Score -850242.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -850274.750000 Penalty: 3093.961670
	Iteration 37Q: 3 clusters Score -850274.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -850308.812500 Penalty: 3093.961670
	Iteration 38Q: 3 clusters Score -850308.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -850351.562500 Penalty: 3093.961670
	Iteration 39Q: 3 clusters Score -850351.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -850387.750000 Penalty: 3093.961670
	Iteration 40F: 3 clusters Score -850387.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -850419.375000 Penalty: 3093.961670
	Iteration 41Q: 3 clusters Score -850419.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -850453.812500 Penalty: 3093.961670
	Iteration 42Q: 3 clusters Score -850453.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -850483.000000 Penalty: 3093.961670
	Iteration 43Q: 3 clusters Score -850483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -850501.750000 Penalty: 3093.961670
	Iteration 44Q: 3 clusters Score -850501.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -850514.812500 Penalty: 3093.961670
	Iteration 45Q: 3 clusters Score -850514.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -850526.812500 Penalty: 3093.961670
	Iteration 46Q: 3 clusters Score -850526.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -850533.562500 Penalty: 3093.961670
	Iteration 47Q: 3 clusters Score -850533.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -850551.375000 Penalty: 3093.961670
	Iteration 48Q: 3 clusters Score -850551.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -850566.875000 Penalty: 3093.961670
	Iteration 49Q: 3 clusters Score -850566.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -850577.687500 Penalty: 3093.961670
	Iteration 50Q: 3 clusters Score -850577.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -850588.500000 Penalty: 3093.961670
	Iteration 51Q: 3 clusters Score -850588.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -850595.812500 Penalty: 3093.961670
	Iteration 52Q: 3 clusters Score -850595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -850601.187500 Penalty: 3093.961670
	Iteration 53Q: 3 clusters Score -850601.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -850602.000000 Penalty: 3093.961670
	Iteration 54Q: 3 clusters Score -850602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -850603.875000 Penalty: 3093.961670
	Iteration 55Q: 3 clusters Score -850603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -850606.812500 Penalty: 3093.961670
	Iteration 56Q: 3 clusters Score -850606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -850606.625000 Penalty: 3093.961670
	Iteration 57Q: 3 clusters Score -850606.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -850609.000000 Penalty: 3093.961670
	Iteration 58Q: 3 clusters Score -850609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -850610.000000 Penalty: 3093.961670
	Iteration 59Q: 3 clusters Score -850610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -850609.812500 Penalty: 3093.961670
	Iteration 60F: 3 clusters Score -850609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Entering Unmasked Estep 
Score: -1785149.875000 Penalty: 1667.881348
	Iteration 0F: 2 clusters Score -1785150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1765781.500000 Penalty: 3335.762695
	Iteration 0F: 3 clusters Score -1765782 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1773244.375000 Penalty: 3335.762695
	Iteration 1F: 3 clusters Score -1773244 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1773663.000000 Penalty: 3335.762695
	Iteration 2Q: 3 clusters Score -1773663 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1774100.375000 Penalty: 3335.762695
	Iteration 3Q: 3 clusters Score -1774100 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1774616.125000 Penalty: 3335.762695
	Iteration 4Q: 3 clusters Score -1774616 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1775411.625000 Penalty: 3335.762695
	Iteration 5F: 3 clusters Score -1775412 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -1776599.750000 Penalty: 3335.762695
	Iteration 6F: 3 clusters Score -1776600 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -1778215.500000 Penalty: 3335.762695
	Iteration 7F: 3 clusters Score -1778216 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -1780125.875000 Penalty: 3335.762695
	Iteration 8F: 3 clusters Score -1780126 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -1781741.750000 Penalty: 3335.762695
	Iteration 9F: 3 clusters Score -1781742 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -1782728.250000 Penalty: 3335.762695
	Iteration 10Q: 3 clusters Score -1782728 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -1783226.625000 Penalty: 3335.762695
	Iteration 11Q: 3 clusters Score -1783227 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -1783462.250000 Penalty: 3335.762695
	Iteration 12Q: 3 clusters Score -1783462 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -1783580.875000 Penalty: 3335.762695
	Iteration 13Q: 3 clusters Score -1783581 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -1783642.000000 Penalty: 3335.762695
	Iteration 14Q: 3 clusters Score -1783642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -1783676.750000 Penalty: 3335.762695
	Iteration 15Q: 3 clusters Score -1783677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -1783688.250000 Penalty: 3335.762695
	Iteration 16Q: 3 clusters Score -1783688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -1783697.375000 Penalty: 3335.762695
	Iteration 17Q: 3 clusters Score -1783697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -1783716.125000 Penalty: 3335.762695
	Iteration 18Q: 3 clusters Score -1783716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -1783732.750000 Penalty: 3335.762695
	Iteration 19Q: 3 clusters Score -1783733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -1783745.250000 Penalty: 3335.762695
	Iteration 20F: 3 clusters Score -1783745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -1783752.750000 Penalty: 3335.762695
	Iteration 21Q: 3 clusters Score -1783753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -1783754.500000 Penalty: 3335.762695
	Iteration 22Q: 3 clusters Score -1783754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -1783756.000000 Penalty: 3335.762695
	Iteration 23Q: 3 clusters Score -1783756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -1783756.000000 Penalty: 3335.762695
	Iteration 24F: 3 clusters Score -1783756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -261217.046875 Penalty: 1353.804443
	Iteration 0F: 2 clusters Score -261217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -257751.421875 Penalty: 2707.608887
	Iteration 0F: 3 clusters Score -257751.4 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -258652.687500 Penalty: 2707.608887
	Iteration 1F: 3 clusters Score -258652.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -258818.234375 Penalty: 2707.608887
	Iteration 2F: 3 clusters Score -258818.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -258926.531250 Penalty: 2707.608887
	Iteration 3Q: 3 clusters Score -258926.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -259009.390625 Penalty: 2707.608887
	Iteration 4Q: 3 clusters Score -259009.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -259072.921875 Penalty: 2707.608887
	Iteration 5Q: 3 clusters Score -259072.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -259132.140625 Penalty: 2707.608887
	Iteration 6Q: 3 clusters Score -259132.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -259186.734375 Penalty: 2707.608887
	Iteration 7Q: 3 clusters Score -259186.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -259250.109375 Penalty: 2707.608887
	Iteration 8Q: 3 clusters Score -259250.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -259316.265625 Penalty: 2707.608887
	Iteration 9Q: 3 clusters Score -259316.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -259368.593750 Penalty: 2707.608887
	Iteration 10Q: 3 clusters Score -259368.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -259423.734375 Penalty: 2707.608887
	Iteration 11Q: 3 clusters Score -259423.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -259487.125000 Penalty: 2707.608887
	Iteration 12Q: 3 clusters Score -259487.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -259571.687500 Penalty: 2707.608887
	Iteration 13Q: 3 clusters Score -259571.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -259692.140625 Penalty: 2707.608887
	Iteration 14Q: 3 clusters Score -259692.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -259835.734375 Penalty: 2707.608887
	Iteration 15Q: 3 clusters Score -259835.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -259983.015625 Penalty: 2707.608887
	Iteration 16Q: 3 clusters Score -259983 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -260091.171875 Penalty: 2707.608887
	Iteration 17Q: 3 clusters Score -260091.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -260166.906250 Penalty: 2707.608887
	Iteration 18Q: 3 clusters Score -260166.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -260217.984375 Penalty: 2707.608887
	Iteration 19Q: 3 clusters Score -260218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -260250.484375 Penalty: 2707.608887
	Iteration 20F: 3 clusters Score -260250.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -260269.234375 Penalty: 2707.608887
	Iteration 21Q: 3 clusters Score -260269.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -260278.296875 Penalty: 2707.608887
	Iteration 22Q: 3 clusters Score -260278.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -260288.296875 Penalty: 2707.608887
	Iteration 23Q: 3 clusters Score -260288.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -260297.156250 Penalty: 2707.608887
	Iteration 24Q: 3 clusters Score -260297.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -260299.812500 Penalty: 2707.608887
	Iteration 25Q: 3 clusters Score -260299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -260304.234375 Penalty: 2707.608887
	Iteration 26Q: 3 clusters Score -260304.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -260307.312500 Penalty: 2707.608887
	Iteration 27Q: 3 clusters Score -260307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -260308.421875 Penalty: 2707.608887
	Iteration 28Q: 3 clusters Score -260308.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -260309.875000 Penalty: 2707.608887
	Iteration 29Q: 3 clusters Score -260309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -260311.218750 Penalty: 2707.608887
	Iteration 30Q: 3 clusters Score -260311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -260311.390625 Penalty: 2707.608887
	Iteration 31Q: 3 clusters Score -260311.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -260311.687500 Penalty: 2707.608887
	Iteration 32Q: 3 clusters Score -260311.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -260311.687500 Penalty: 2707.608887
	Iteration 33F: 3 clusters Score -260311.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -604097.687500 Penalty: 1499.131714
	Iteration 0F: 2 clusters Score -604097.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -596830.562500 Penalty: 2998.263428
	Iteration 0F: 3 clusters Score -596830.6 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -599246.625000 Penalty: 2998.263428
	Iteration 1F: 3 clusters Score -599246.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -599558.312500 Penalty: 2998.263428
	Iteration 2F: 3 clusters Score -599558.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -599780.500000 Penalty: 2998.263428
	Iteration 3F: 3 clusters Score -599780.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -599957.625000 Penalty: 2998.263428
	Iteration 4Q: 3 clusters Score -599957.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -600117.250000 Penalty: 2998.263428
	Iteration 5Q: 3 clusters Score -600117.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -600276.437500 Penalty: 2998.263428
	Iteration 6Q: 3 clusters Score -600276.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -600431.437500 Penalty: 2998.263428
	Iteration 7Q: 3 clusters Score -600431.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -600597.750000 Penalty: 2998.263428
	Iteration 8Q: 3 clusters Score -600597.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -600775.000000 Penalty: 2998.263428
	Iteration 9Q: 3 clusters Score -600775 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -600970.625000 Penalty: 2998.263428
	Iteration 10Q: 3 clusters Score -600970.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -601180.625000 Penalty: 2998.263428
	Iteration 11Q: 3 clusters Score -601180.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -601422.625000 Penalty: 2998.263428
	Iteration 12Q: 3 clusters Score -601422.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -601664.562500 Penalty: 2998.263428
	Iteration 13Q: 3 clusters Score -601664.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -601885.312500 Penalty: 2998.263428
	Iteration 14Q: 3 clusters Score -601885.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -602090.062500 Penalty: 2998.263428
	Iteration 15Q: 3 clusters Score -602090.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -602274.812500 Penalty: 2998.263428
	Iteration 16Q: 3 clusters Score -602274.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -602432.687500 Penalty: 2998.263428
	Iteration 17Q: 3 clusters Score -602432.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -602572.000000 Penalty: 2998.263428
	Iteration 18Q: 3 clusters Score -602572 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -602661.375000 Penalty: 2998.263428
	Iteration 19Q: 3 clusters Score -602661.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -602739.187500 Penalty: 2998.263428
	Iteration 20F: 3 clusters Score -602739.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -602800.000000 Penalty: 2998.263428
	Iteration 21Q: 3 clusters Score -602800 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -602839.812500 Penalty: 2998.263428
	Iteration 22Q: 3 clusters Score -602839.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -602864.937500 Penalty: 2998.263428
	Iteration 23Q: 3 clusters Score -602864.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -602895.000000 Penalty: 2998.263428
	Iteration 24Q: 3 clusters Score -602895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -602915.437500 Penalty: 2998.263428
	Iteration 25Q: 3 clusters Score -602915.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -602931.687500 Penalty: 2998.263428
	Iteration 26Q: 3 clusters Score -602931.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -602947.875000 Penalty: 2998.263428
	Iteration 27Q: 3 clusters Score -602947.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -602962.875000 Penalty: 2998.263428
	Iteration 28Q: 3 clusters Score -602962.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -602971.625000 Penalty: 2998.263428
	Iteration 29Q: 3 clusters Score -602971.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -602996.000000 Penalty: 2998.263428
	Iteration 30Q: 3 clusters Score -602996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -603027.125000 Penalty: 2998.263428
	Iteration 31Q: 3 clusters Score -603027.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -603044.437500 Penalty: 2998.263428
	Iteration 32Q: 3 clusters Score -603044.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -603063.500000 Penalty: 2998.263428
	Iteration 33Q: 3 clusters Score -603063.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -603099.375000 Penalty: 2998.263428
	Iteration 34Q: 3 clusters Score -603099.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -603154.562500 Penalty: 2998.263428
	Iteration 35Q: 3 clusters Score -603154.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -603188.437500 Penalty: 2998.263428
	Iteration 36Q: 3 clusters Score -603188.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -603200.687500 Penalty: 2998.263428
	Iteration 37Q: 3 clusters Score -603200.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -603212.937500 Penalty: 2998.263428
	Iteration 38Q: 3 clusters Score -603212.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -603222.750000 Penalty: 2998.263428
	Iteration 39Q: 3 clusters Score -603222.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -603226.562500 Penalty: 2998.263428
	Iteration 40F: 3 clusters Score -603226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -603227.875000 Penalty: 2998.263428
	Iteration 41Q: 3 clusters Score -603227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -603227.875000 Penalty: 2998.263428
	Iteration 42F: 3 clusters Score -603227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -83000.117188 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -83000.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -81244.921875 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -81244.92 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -81628.718750 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -81628.72 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -81763.789062 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -81763.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -81837.507812 Penalty: 2377.446045
	Iteration 3F: 3 clusters Score -81837.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -81884.687500 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -81884.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81916.906250 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -81916.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81940.148438 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -81940.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -81951.289062 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -81951.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81961.492188 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -81961.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81971.304688 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -81971.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81978.070312 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -81978.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81986.070312 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -81986.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81993.406250 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -81993.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82003.109375 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -82003.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82014.117188 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -82014.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82026.273438 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -82026.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82039.093750 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -82039.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82051.093750 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -82051.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82067.070312 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -82067.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82074.445312 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -82074.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82078.000000 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -82078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82080.835938 Penalty: 2377.446045
	Iteration 21Q: 3 clusters Score -82080.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82083.273438 Penalty: 2377.446045
	Iteration 22Q: 3 clusters Score -82083.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82087.304688 Penalty: 2377.446045
	Iteration 23Q: 3 clusters Score -82087.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82087.859375 Penalty: 2377.446045
	Iteration 24Q: 3 clusters Score -82087.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82087.859375 Penalty: 2377.446045
	Iteration 25F: 3 clusters Score -82087.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -372133.625000 Penalty: 1420.252808
	Iteration 0F: 2 clusters Score -372133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -367390.156250 Penalty: 2840.505615
	Iteration 0F: 3 clusters Score -367390.2 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -368727.218750 Penalty: 2840.505615
	Iteration 1F: 3 clusters Score -368727.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -368923.843750 Penalty: 2840.505615
	Iteration 2F: 3 clusters Score -368923.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -369068.531250 Penalty: 2840.505615
	Iteration 3F: 3 clusters Score -369068.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -369192.500000 Penalty: 2840.505615
	Iteration 4Q: 3 clusters Score -369192.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -369323.343750 Penalty: 2840.505615
	Iteration 5Q: 3 clusters Score -369323.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -369462.375000 Penalty: 2840.505615
	Iteration 6Q: 3 clusters Score -369462.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -369601.156250 Penalty: 2840.505615
	Iteration 7Q: 3 clusters Score -369601.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -369742.812500 Penalty: 2840.505615
	Iteration 8Q: 3 clusters Score -369742.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -369886.875000 Penalty: 2840.505615
	Iteration 9Q: 3 clusters Score -369886.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -370034.000000 Penalty: 2840.505615
	Iteration 10Q: 3 clusters Score -370034 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -370195.562500 Penalty: 2840.505615
	Iteration 11Q: 3 clusters Score -370195.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -370347.406250 Penalty: 2840.505615
	Iteration 12Q: 3 clusters Score -370347.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -370508.250000 Penalty: 2840.505615
	Iteration 13Q: 3 clusters Score -370508.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -370649.687500 Penalty: 2840.505615
	Iteration 14Q: 3 clusters Score -370649.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -370778.375000 Penalty: 2840.505615
	Iteration 15Q: 3 clusters Score -370778.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -370855.656250 Penalty: 2840.505615
	Iteration 16Q: 3 clusters Score -370855.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -370914.062500 Penalty: 2840.505615
	Iteration 17Q: 3 clusters Score -370914.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -370962.812500 Penalty: 2840.505615
	Iteration 18Q: 3 clusters Score -370962.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -370993.750000 Penalty: 2840.505615
	Iteration 19Q: 3 clusters Score -370993.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -371009.343750 Penalty: 2840.505615
	Iteration 20F: 3 clusters Score -371009.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -371019.968750 Penalty: 2840.505615
	Iteration 21Q: 3 clusters Score -371020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -371026.312500 Penalty: 2840.505615
	Iteration 22Q: 3 clusters Score -371026.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -371030.656250 Penalty: 2840.505615
	Iteration 23Q: 3 clusters Score -371030.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -371035.500000 Penalty: 2840.505615
	Iteration 24Q: 3 clusters Score -371035.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -371040.937500 Penalty: 2840.505615
	Iteration 25Q: 3 clusters Score -371040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -371044.000000 Penalty: 2840.505615
	Iteration 26Q: 3 clusters Score -371044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -371047.812500 Penalty: 2840.505615
	Iteration 27Q: 3 clusters Score -371047.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -371050.750000 Penalty: 2840.505615
	Iteration 28Q: 3 clusters Score -371050.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -371054.937500 Penalty: 2840.505615
	Iteration 29Q: 3 clusters Score -371054.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -371057.781250 Penalty: 2840.505615
	Iteration 30Q: 3 clusters Score -371057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -371061.718750 Penalty: 2840.505615
	Iteration 31Q: 3 clusters Score -371061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -371064.062500 Penalty: 2840.505615
	Iteration 32Q: 3 clusters Score -371064.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -371064.593750 Penalty: 2840.505615
	Iteration 33Q: 3 clusters Score -371064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -371064.750000 Penalty: 2840.505615
	Iteration 34Q: 3 clusters Score -371064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -371065.437500 Penalty: 2840.505615
	Iteration 35Q: 3 clusters Score -371065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -371065.500000 Penalty: 2840.505615
	Iteration 36Q: 3 clusters Score -371065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -371065.937500 Penalty: 2840.505615
	Iteration 37Q: 3 clusters Score -371065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -371066.562500 Penalty: 2840.505615
	Iteration 38Q: 3 clusters Score -371066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -371067.906250 Penalty: 2840.505615
	Iteration 39Q: 3 clusters Score -371067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -371069.281250 Penalty: 2840.505615
	Iteration 40F: 3 clusters Score -371069.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -396900.218750 Penalty: 1430.532104
	Iteration 0F: 2 clusters Score -396900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -391846.781250 Penalty: 2861.064209
	Iteration 0F: 3 clusters Score -391846.8 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -393405.937500 Penalty: 2861.064209
	Iteration 1F: 3 clusters Score -393405.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -393653.593750 Penalty: 2861.064209
	Iteration 2F: 3 clusters Score -393653.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -393847.843750 Penalty: 2861.064209
	Iteration 3F: 3 clusters Score -393847.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -394071.562500 Penalty: 2861.064209
	Iteration 4Q: 3 clusters Score -394071.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -394331.468750 Penalty: 2861.064209
	Iteration 5F: 3 clusters Score -394331.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -394590.843750 Penalty: 2861.064209
	Iteration 6F: 3 clusters Score -394590.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -394835.156250 Penalty: 2861.064209
	Iteration 7F: 3 clusters Score -394835.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -395075.343750 Penalty: 2861.064209
	Iteration 8Q: 3 clusters Score -395075.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -395296.656250 Penalty: 2861.064209
	Iteration 9Q: 3 clusters Score -395296.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -395443.468750 Penalty: 2861.064209
	Iteration 10Q: 3 clusters Score -395443.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -395552.187500 Penalty: 2861.064209
	Iteration 11Q: 3 clusters Score -395552.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -395619.062500 Penalty: 2861.064209
	Iteration 12Q: 3 clusters Score -395619.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -395664.093750 Penalty: 2861.064209
	Iteration 13Q: 3 clusters Score -395664.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -395695.531250 Penalty: 2861.064209
	Iteration 14Q: 3 clusters Score -395695.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -395738.812500 Penalty: 2861.064209
	Iteration 15Q: 3 clusters Score -395738.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -395770.343750 Penalty: 2861.064209
	Iteration 16Q: 3 clusters Score -395770.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -395796.250000 Penalty: 2861.064209
	Iteration 17Q: 3 clusters Score -395796.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -395811.093750 Penalty: 2861.064209
	Iteration 18Q: 3 clusters Score -395811.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -395822.687500 Penalty: 2861.064209
	Iteration 19Q: 3 clusters Score -395822.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -395832.187500 Penalty: 2861.064209
	Iteration 20F: 3 clusters Score -395832.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -395837.468750 Penalty: 2861.064209
	Iteration 21Q: 3 clusters Score -395837.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -395844.437500 Penalty: 2861.064209
	Iteration 22Q: 3 clusters Score -395844.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -395849.906250 Penalty: 2861.064209
	Iteration 23Q: 3 clusters Score -395849.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -395867.937500 Penalty: 2861.064209
	Iteration 24Q: 3 clusters Score -395867.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -395884.656250 Penalty: 2861.064209
	Iteration 25Q: 3 clusters Score -395884.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -395897.406250 Penalty: 2861.064209
	Iteration 26Q: 3 clusters Score -395897.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -395902.125000 Penalty: 2861.064209
	Iteration 27Q: 3 clusters Score -395902.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -395908.062500 Penalty: 2861.064209
	Iteration 28Q: 3 clusters Score -395908.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -395912.781250 Penalty: 2861.064209
	Iteration 29Q: 3 clusters Score -395912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -395914.718750 Penalty: 2861.064209
	Iteration 30Q: 3 clusters Score -395914.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -395917.812500 Penalty: 2861.064209
	Iteration 31Q: 3 clusters Score -395917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -395920.437500 Penalty: 2861.064209
	Iteration 32Q: 3 clusters Score -395920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -395919.781250 Penalty: 2861.064209
	Iteration 33Q: 3 clusters Score -395919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -395922.000000 Penalty: 2861.064209
	Iteration 34Q: 3 clusters Score -395922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -395924.781250 Penalty: 2861.064209
	Iteration 35Q: 3 clusters Score -395924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -395924.750000 Penalty: 2861.064209
	Iteration 36Q: 3 clusters Score -395924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -395926.093750 Penalty: 2861.064209
	Iteration 37Q: 3 clusters Score -395926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -395926.000000 Penalty: 2861.064209
	Iteration 38Q: 3 clusters Score -395926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -395926.000000 Penalty: 2861.064209
	Iteration 39F: 3 clusters Score -395926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (100346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Entering Unmasked Estep 
Score: -6165642.500000 Penalty: 1871.411621
	Iteration 0F: 2 clusters Score -6165642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -6098648.000000 Penalty: 3742.823242
	Iteration 0F: 3 clusters Score -6098648 nChanged 47845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -6127093.000000 Penalty: 3742.823242
	Iteration 1F: 3 clusters Score -6127093 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -6128307.000000 Penalty: 3742.823242
	Iteration 2Q: 3 clusters Score -6128307 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -6130006.000000 Penalty: 3742.823242
	Iteration 3Q: 3 clusters Score -6130006 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -6132751.500000 Penalty: 3742.823242
	Iteration 4F: 3 clusters Score -6132752 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -6136680.500000 Penalty: 3742.823242
	Iteration 5F: 3 clusters Score -6136680 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -6141934.000000 Penalty: 3742.823242
	Iteration 6F: 3 clusters Score -6141934 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -6147340.000000 Penalty: 3742.823242
	Iteration 7F: 3 clusters Score -6147340 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -6151774.000000 Penalty: 3742.823242
	Iteration 8F: 3 clusters Score -6151774 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 86315 members 
Entering Unmasked Estep 
Score: -6154697.500000 Penalty: 3742.823242
	Iteration 9Q: 3 clusters Score -6154698 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -6156685.500000 Penalty: 3742.823242
	Iteration 10Q: 3 clusters Score -6156686 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -6158082.000000 Penalty: 3742.823242
	Iteration 11Q: 3 clusters Score -6158082 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 92982 members 
Entering Unmasked Estep 
Score: -6159252.500000 Penalty: 3742.823242
	Iteration 12Q: 3 clusters Score -6159252 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
Score: -6160200.000000 Penalty: 3742.823242
	Iteration 13Q: 3 clusters Score -6160200 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -6161088.000000 Penalty: 3742.823242
	Iteration 14Q: 3 clusters Score -6161088 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -6161871.000000 Penalty: 3742.823242
	Iteration 15Q: 3 clusters Score -6161871 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -6162517.500000 Penalty: 3742.823242
	Iteration 16Q: 3 clusters Score -6162518 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 98755 members 
Entering Unmasked Estep 
Score: -6163046.000000 Penalty: 3742.823242
	Iteration 17Q: 3 clusters Score -6163046 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -6163387.500000 Penalty: 3742.823242
	Iteration 18Q: 3 clusters Score -6163388 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -6163612.500000 Penalty: 3742.823242
	Iteration 19Q: 3 clusters Score -6163612 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -6163756.000000 Penalty: 3742.823242
	Iteration 20F: 3 clusters Score -6163756 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -6163851.000000 Penalty: 3742.823242
	Iteration 21Q: 3 clusters Score -6163851 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -6163899.500000 Penalty: 3742.823242
	Iteration 22Q: 3 clusters Score -6163900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -6163926.000000 Penalty: 3742.823242
	Iteration 23Q: 3 clusters Score -6163926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 99949 members 
Entering Unmasked Estep 
Score: -6163940.500000 Penalty: 3742.823242
	Iteration 24Q: 3 clusters Score -6163940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -6163955.000000 Penalty: 3742.823242
	Iteration 25Q: 3 clusters Score -6163955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -6163970.000000 Penalty: 3742.823242
	Iteration 26Q: 3 clusters Score -6163970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -6163978.500000 Penalty: 3742.823242
	Iteration 27Q: 3 clusters Score -6163978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -6163983.000000 Penalty: 3742.823242
	Iteration 28Q: 3 clusters Score -6163983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -6164001.000000 Penalty: 3742.823242
	Iteration 29Q: 3 clusters Score -6164001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -6164007.000000 Penalty: 3742.823242
	Iteration 30Q: 3 clusters Score -6164007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 100029 members 
Entering Unmasked Estep 
Score: -6164014.000000 Penalty: 3742.823242
	Iteration 31Q: 3 clusters Score -6164014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 100034 members 
Entering Unmasked Estep 
Score: -6164019.500000 Penalty: 3742.823242
	Iteration 32Q: 3 clusters Score -6164020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -6164022.000000 Penalty: 3742.823242
	Iteration 33Q: 3 clusters Score -6164022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -6164020.000000 Penalty: 3742.823242
	Iteration 34Q: 3 clusters Score -6164020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -6164023.000000 Penalty: 3742.823242
	Iteration 35Q: 3 clusters Score -6164023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -6164021.500000 Penalty: 3742.823242
	Iteration 36Q: 3 clusters Score -6164022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -6164021.500000 Penalty: 3742.823242
	Iteration 37F: 3 clusters Score -6164022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -156806.156250 Penalty: 1289.125488
	Iteration 0F: 2 clusters Score -156806.2 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 1398 members 
Entering Unmasked Estep 
Score: -154203.765625 Penalty: 2578.250977
	Iteration 0F: 3 clusters Score -154203.8 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -154855.765625 Penalty: 2578.250977
	Iteration 1F: 3 clusters Score -154855.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -154995.203125 Penalty: 2578.250977
	Iteration 2F: 3 clusters Score -154995.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -155084.343750 Penalty: 2578.250977
	Iteration 3F: 3 clusters Score -155084.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -155153.265625 Penalty: 2578.250977
	Iteration 4Q: 3 clusters Score -155153.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -155211.343750 Penalty: 2578.250977
	Iteration 5Q: 3 clusters Score -155211.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -155261.765625 Penalty: 2578.250977
	Iteration 6Q: 3 clusters Score -155261.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -155323.921875 Penalty: 2578.250977
	Iteration 7Q: 3 clusters Score -155323.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -155394.468750 Penalty: 2578.250977
	Iteration 8Q: 3 clusters Score -155394.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -155476.359375 Penalty: 2578.250977
	Iteration 9Q: 3 clusters Score -155476.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -155555.671875 Penalty: 2578.250977
	Iteration 10Q: 3 clusters Score -155555.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155613.953125 Penalty: 2578.250977
	Iteration 11Q: 3 clusters Score -155614 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -155672.484375 Penalty: 2578.250977
	Iteration 12Q: 3 clusters Score -155672.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155729.828125 Penalty: 2578.250977
	Iteration 13Q: 3 clusters Score -155729.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155775.859375 Penalty: 2578.250977
	Iteration 14Q: 3 clusters Score -155775.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -155824.656250 Penalty: 2578.250977
	Iteration 15Q: 3 clusters Score -155824.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155858.031250 Penalty: 2578.250977
	Iteration 16Q: 3 clusters Score -155858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -155875.046875 Penalty: 2578.250977
	Iteration 17Q: 3 clusters Score -155875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -155883.640625 Penalty: 2578.250977
	Iteration 18Q: 3 clusters Score -155883.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -155891.765625 Penalty: 2578.250977
	Iteration 19Q: 3 clusters Score -155891.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -155897.937500 Penalty: 2578.250977
	Iteration 20F: 3 clusters Score -155897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -155901.812500 Penalty: 2578.250977
	Iteration 21Q: 3 clusters Score -155901.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155903.843750 Penalty: 2578.250977
	Iteration 22Q: 3 clusters Score -155903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -155906.109375 Penalty: 2578.250977
	Iteration 23Q: 3 clusters Score -155906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -155907.718750 Penalty: 2578.250977
	Iteration 24Q: 3 clusters Score -155907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -155908.578125 Penalty: 2578.250977
	Iteration 25Q: 3 clusters Score -155908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -155908.796875 Penalty: 2578.250977
	Iteration 26Q: 3 clusters Score -155908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -155908.796875 Penalty: 2578.250977
	Iteration 27F: 3 clusters Score -155908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Entering Unmasked Estep 
Score: -935304.562500 Penalty: 1570.517456
	Iteration 0F: 2 clusters Score -935304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -924433.187500 Penalty: 3141.034912
	Iteration 0F: 3 clusters Score -924433.2 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -928765.500000 Penalty: 3141.034912
	Iteration 1F: 3 clusters Score -928765.5 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -929584.437500 Penalty: 3141.034912
	Iteration 2F: 3 clusters Score -929584.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -930465.750000 Penalty: 3141.034912
	Iteration 3F: 3 clusters Score -930465.8 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -931456.437500 Penalty: 3141.034912
	Iteration 4F: 3 clusters Score -931456.4 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -932562.812500 Penalty: 3141.034912
	Iteration 5F: 3 clusters Score -932562.8 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -933414.875000 Penalty: 3141.034912
	Iteration 6F: 3 clusters Score -933414.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -933881.625000 Penalty: 3141.034912
	Iteration 7Q: 3 clusters Score -933881.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -934184.687500 Penalty: 3141.034912
	Iteration 8Q: 3 clusters Score -934184.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -934395.750000 Penalty: 3141.034912
	Iteration 9Q: 3 clusters Score -934395.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -934536.250000 Penalty: 3141.034912
	Iteration 10Q: 3 clusters Score -934536.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -934641.687500 Penalty: 3141.034912
	Iteration 11Q: 3 clusters Score -934641.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -934728.687500 Penalty: 3141.034912
	Iteration 12Q: 3 clusters Score -934728.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -934786.125000 Penalty: 3141.034912
	Iteration 13Q: 3 clusters Score -934786.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -934838.812500 Penalty: 3141.034912
	Iteration 14Q: 3 clusters Score -934838.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -934883.875000 Penalty: 3141.034912
	Iteration 15Q: 3 clusters Score -934883.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -934919.375000 Penalty: 3141.034912
	Iteration 16Q: 3 clusters Score -934919.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -934948.750000 Penalty: 3141.034912
	Iteration 17Q: 3 clusters Score -934948.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -934975.875000 Penalty: 3141.034912
	Iteration 18Q: 3 clusters Score -934975.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -934994.125000 Penalty: 3141.034912
	Iteration 19Q: 3 clusters Score -934994.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -935004.812500 Penalty: 3141.034912
	Iteration 20F: 3 clusters Score -935004.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -935007.812500 Penalty: 3141.034912
	Iteration 21Q: 3 clusters Score -935007.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -935011.000000 Penalty: 3141.034912
	Iteration 22Q: 3 clusters Score -935011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -935015.000000 Penalty: 3141.034912
	Iteration 23Q: 3 clusters Score -935015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -935016.187500 Penalty: 3141.034912
	Iteration 24Q: 3 clusters Score -935016.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -935019.500000 Penalty: 3141.034912
	Iteration 25Q: 3 clusters Score -935019.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -935017.437500 Penalty: 3141.034912
	Iteration 26Q: 3 clusters Score -935017.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -935022.500000 Penalty: 3141.034912
	Iteration 27Q: 3 clusters Score -935022.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -935021.625000 Penalty: 3141.034912
	Iteration 28Q: 3 clusters Score -935021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -935023.687500 Penalty: 3141.034912
	Iteration 29Q: 3 clusters Score -935023.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -935027.625000 Penalty: 3141.034912
	Iteration 30Q: 3 clusters Score -935027.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -935029.187500 Penalty: 3141.034912
	Iteration 31Q: 3 clusters Score -935029.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -935029.875000 Penalty: 3141.034912
	Iteration 32Q: 3 clusters Score -935029.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -935032.187500 Penalty: 3141.034912
	Iteration 33Q: 3 clusters Score -935032.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -935035.500000 Penalty: 3141.034912
	Iteration 34Q: 3 clusters Score -935035.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -935035.750000 Penalty: 3141.034912
	Iteration 35Q: 3 clusters Score -935035.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -935039.500000 Penalty: 3141.034912
	Iteration 36Q: 3 clusters Score -935039.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -935041.812500 Penalty: 3141.034912
	Iteration 37Q: 3 clusters Score -935041.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -935042.750000 Penalty: 3141.034912
	Iteration 38Q: 3 clusters Score -935042.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -935046.062500 Penalty: 3141.034912
	Iteration 39Q: 3 clusters Score -935046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -935045.250000 Penalty: 3141.034912
	Iteration 40F: 3 clusters Score -935045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -935045.187500 Penalty: 3141.034912
	Iteration 41Q: 3 clusters Score -935045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -935046.437500 Penalty: 3141.034912
	Iteration 42Q: 3 clusters Score -935046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -935046.125000 Penalty: 3141.034912
	Iteration 43Q: 3 clusters Score -935046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -935046.562500 Penalty: 3141.034912
	Iteration 44Q: 3 clusters Score -935046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -935046.562500 Penalty: 3141.034912
	Iteration 45F: 3 clusters Score -935046.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -194740.656250 Penalty: 1323.557495
	Iteration 0F: 2 clusters Score -194740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -191791.859375 Penalty: 2647.114990
	Iteration 0F: 3 clusters Score -191791.9 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -192552.546875 Penalty: 2647.114990
	Iteration 1F: 3 clusters Score -192552.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -192716.953125 Penalty: 2647.114990
	Iteration 2F: 3 clusters Score -192717 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -192811.890625 Penalty: 2647.114990
	Iteration 3Q: 3 clusters Score -192811.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -192888.921875 Penalty: 2647.114990
	Iteration 4Q: 3 clusters Score -192888.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -192959.359375 Penalty: 2647.114990
	Iteration 5Q: 3 clusters Score -192959.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -193029.968750 Penalty: 2647.114990
	Iteration 6Q: 3 clusters Score -193030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -193124.625000 Penalty: 2647.114990
	Iteration 7Q: 3 clusters Score -193124.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -193220.500000 Penalty: 2647.114990
	Iteration 8Q: 3 clusters Score -193220.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -193296.796875 Penalty: 2647.114990
	Iteration 9Q: 3 clusters Score -193296.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -193363.281250 Penalty: 2647.114990
	Iteration 10Q: 3 clusters Score -193363.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -193425.703125 Penalty: 2647.114990
	Iteration 11Q: 3 clusters Score -193425.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -193503.375000 Penalty: 2647.114990
	Iteration 12Q: 3 clusters Score -193503.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -193575.984375 Penalty: 2647.114990
	Iteration 13Q: 3 clusters Score -193576 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -193682.062500 Penalty: 2647.114990
	Iteration 14Q: 3 clusters Score -193682.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -193767.281250 Penalty: 2647.114990
	Iteration 15Q: 3 clusters Score -193767.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -193824.015625 Penalty: 2647.114990
	Iteration 16Q: 3 clusters Score -193824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -193863.890625 Penalty: 2647.114990
	Iteration 17Q: 3 clusters Score -193863.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -193883.812500 Penalty: 2647.114990
	Iteration 18Q: 3 clusters Score -193883.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -193903.265625 Penalty: 2647.114990
	Iteration 19Q: 3 clusters Score -193903.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -193919.656250 Penalty: 2647.114990
	Iteration 20F: 3 clusters Score -193919.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -193925.468750 Penalty: 2647.114990
	Iteration 21Q: 3 clusters Score -193925.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -193930.593750 Penalty: 2647.114990
	Iteration 22Q: 3 clusters Score -193930.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -193934.687500 Penalty: 2647.114990
	Iteration 23Q: 3 clusters Score -193934.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -193937.062500 Penalty: 2647.114990
	Iteration 24Q: 3 clusters Score -193937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -193938.281250 Penalty: 2647.114990
	Iteration 25Q: 3 clusters Score -193938.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -193939.609375 Penalty: 2647.114990
	Iteration 26Q: 3 clusters Score -193939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -193940.531250 Penalty: 2647.114990
	Iteration 27Q: 3 clusters Score -193940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -193940.765625 Penalty: 2647.114990
	Iteration 28Q: 3 clusters Score -193940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -193942.046875 Penalty: 2647.114990
	Iteration 29Q: 3 clusters Score -193942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -193942.000000 Penalty: 2647.114990
	Iteration 30Q: 3 clusters Score -193942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -193942.000000 Penalty: 2647.114990
	Iteration 31F: 3 clusters Score -193942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12265 members 
Mstep: Class 4 contains 23352 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 24526 members 
Mstep: Class 8 contains 13545 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 39993 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13628 members 
Mstep: Class 13 contains 28678 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 19 contains 100346 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15752 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950308.000000 Penalty: 46602.589844
Iteration 159Q: 23 clusters Score -2.695031e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12262 members 
Mstep: Class 4 contains 23352 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 24534 members 
Mstep: Class 8 contains 13532 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 39989 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28672 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 100371 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15747 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950304.000000 Penalty: 46602.589844
Iteration 160F: 23 clusters Score -2.69503e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12263 members 
Mstep: Class 4 contains 23353 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 7 contains 24536 members 
Mstep: Class 8 contains 13522 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 39980 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28667 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10153 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 100394 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15742 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950304.000000 Penalty: 46602.589844
Iteration 161Q: 23 clusters Score -2.69503e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12264 members 
Mstep: Class 4 contains 23353 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 24541 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 39968 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28664 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10154 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 100422 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 15737 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950292.000000 Penalty: 46602.589844
Iteration 162Q: 23 clusters Score -2.695029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104094 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12264 members 
Mstep: Class 4 contains 23354 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 24549 members 
Mstep: Class 8 contains 13497 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 39952 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28662 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10154 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 100452 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15730 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950292.000000 Penalty: 46602.589844
Iteration 163Q: 23 clusters Score -2.695029e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12264 members 
Mstep: Class 4 contains 23354 members 
Mstep: Class 5 contains 29001 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 24557 members 
Mstep: Class 8 contains 13481 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 39938 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28656 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10154 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 100486 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15721 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950274.000000 Penalty: 46602.589844
Iteration 164Q: 23 clusters Score -2.695027e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12263 members 
Mstep: Class 4 contains 23354 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24561 members 
Mstep: Class 8 contains 13469 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 39921 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28652 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10154 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 100517 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15717 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950262.000000 Penalty: 46602.589844
Iteration 165Q: 23 clusters Score -2.695026e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12263 members 
Mstep: Class 4 contains 23356 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24567 members 
Mstep: Class 8 contains 13463 members 
Mstep: Class 9 contains 8995 members 
Mstep: Class 10 contains 39902 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28648 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10155 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 100542 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 15714 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950278.000000 Penalty: 46602.589844
Iteration 166Q: 23 clusters Score -2.695028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104102 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12263 members 
Mstep: Class 4 contains 23357 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24569 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 8995 members 
Mstep: Class 10 contains 39876 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28646 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 100574 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15711 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950286.000000 Penalty: 46602.589844
Iteration 167Q: 23 clusters Score -2.695029e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12264 members 
Mstep: Class 4 contains 23358 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24571 members 
Mstep: Class 8 contains 13444 members 
Mstep: Class 9 contains 8995 members 
Mstep: Class 10 contains 39864 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28645 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10158 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 100600 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950270.000000 Penalty: 46602.589844
Iteration 168Q: 23 clusters Score -2.695027e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12263 members 
Mstep: Class 4 contains 23360 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24570 members 
Mstep: Class 8 contains 13434 members 
Mstep: Class 9 contains 8995 members 
Mstep: Class 10 contains 39851 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28645 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10161 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 100627 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950272.000000 Penalty: 46602.589844
Iteration 169Q: 23 clusters Score -2.695027e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104091 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12262 members 
Mstep: Class 4 contains 23364 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 24570 members 
Mstep: Class 8 contains 13424 members 
Mstep: Class 9 contains 8995 members 
Mstep: Class 10 contains 39835 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13628 members 
Mstep: Class 13 contains 28642 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10162 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 100651 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15708 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950266.000000 Penalty: 46602.589844
Iteration 170Q: 23 clusters Score -2.695027e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104089 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12262 members 
Mstep: Class 4 contains 23364 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24569 members 
Mstep: Class 8 contains 13414 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 39817 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 28639 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 100684 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950292.000000 Penalty: 46602.589844
Iteration 171Q: 23 clusters Score -2.695029e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104086 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12261 members 
Mstep: Class 4 contains 23363 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24569 members 
Mstep: Class 8 contains 13402 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 39804 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13629 members 
Mstep: Class 13 contains 28635 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10162 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 100714 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950272.000000 Penalty: 46602.589844
Iteration 172Q: 23 clusters Score -2.695027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12261 members 
Mstep: Class 4 contains 23364 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24568 members 
Mstep: Class 8 contains 13393 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13629 members 
Mstep: Class 13 contains 28624 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10164 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 100744 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950272.000000 Penalty: 46602.589844
Iteration 173Q: 23 clusters Score -2.695027e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12260 members 
Mstep: Class 4 contains 23366 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24567 members 
Mstep: Class 8 contains 13382 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 39783 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13631 members 
Mstep: Class 13 contains 28616 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 100771 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950272.000000 Penalty: 46602.589844
Iteration 174Q: 23 clusters Score -2.695027e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104082 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12260 members 
Mstep: Class 4 contains 23368 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24566 members 
Mstep: Class 8 contains 13364 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 39773 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 13631 members 
Mstep: Class 13 contains 28603 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6255 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 100805 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950298.000000 Penalty: 46602.589844
Iteration 175Q: 23 clusters Score -2.69503e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12260 members 
Mstep: Class 4 contains 23367 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24566 members 
Mstep: Class 8 contains 13342 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 39762 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13631 members 
Mstep: Class 13 contains 28598 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6254 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 100848 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950290.000000 Penalty: 46602.589844
Iteration 176Q: 23 clusters Score -2.695029e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12261 members 
Mstep: Class 4 contains 23368 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 13319 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 39753 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13628 members 
Mstep: Class 13 contains 28595 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6255 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 100892 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950298.000000 Penalty: 46602.589844
Iteration 177Q: 23 clusters Score -2.69503e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12261 members 
Mstep: Class 4 contains 23369 members 
Mstep: Class 5 contains 28999 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24563 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 39746 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13626 members 
Mstep: Class 13 contains 28583 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 100938 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950340.000000 Penalty: 46602.589844
Iteration 178Q: 23 clusters Score -2.695034e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104063 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12259 members 
Mstep: Class 4 contains 23367 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24560 members 
Mstep: Class 8 contains 13275 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39739 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 28577 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 100986 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950354.000000 Penalty: 46602.589844
Iteration 179Q: 23 clusters Score -2.695035e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12257 members 
Mstep: Class 4 contains 23367 members 
Mstep: Class 5 contains 28998 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24557 members 
Mstep: Class 8 contains 13256 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39734 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13621 members 
Mstep: Class 13 contains 28569 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101030 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950322.000000 Penalty: 46602.589844
Iteration 180F: 23 clusters Score -2.695032e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104063 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12257 members 
Mstep: Class 4 contains 23368 members 
Mstep: Class 5 contains 28995 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24557 members 
Mstep: Class 8 contains 13236 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39719 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13620 members 
Mstep: Class 13 contains 28566 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101069 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950334.000000 Penalty: 46602.589844
Iteration 181Q: 23 clusters Score -2.695033e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12257 members 
Mstep: Class 4 contains 23371 members 
Mstep: Class 5 contains 28991 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24557 members 
Mstep: Class 8 contains 13217 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39706 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13621 members 
Mstep: Class 13 contains 28564 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101103 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950312.000000 Penalty: 46602.589844
Iteration 182Q: 23 clusters Score -2.695031e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12257 members 
Mstep: Class 4 contains 23370 members 
Mstep: Class 5 contains 28991 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24556 members 
Mstep: Class 8 contains 13205 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39687 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13621 members 
Mstep: Class 13 contains 28560 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101140 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950324.000000 Penalty: 46602.589844
Iteration 183Q: 23 clusters Score -2.695032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12257 members 
Mstep: Class 4 contains 23372 members 
Mstep: Class 5 contains 28990 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24556 members 
Mstep: Class 8 contains 13193 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39674 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13620 members 
Mstep: Class 13 contains 28556 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101169 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950342.000000 Penalty: 46602.589844
Iteration 184Q: 23 clusters Score -2.695034e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104060 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12256 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24556 members 
Mstep: Class 8 contains 13176 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39666 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 28555 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101199 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950310.000000 Penalty: 46602.589844
Iteration 185Q: 23 clusters Score -2.695031e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104059 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12256 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24555 members 
Mstep: Class 8 contains 13167 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39654 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 28551 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101224 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950334.000000 Penalty: 46602.589844
Iteration 186Q: 23 clusters Score -2.695033e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104054 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12256 members 
Mstep: Class 4 contains 23380 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24554 members 
Mstep: Class 8 contains 13155 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39648 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 28545 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10162 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101254 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950350.000000 Penalty: 46602.589844
Iteration 187Q: 23 clusters Score -2.695035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12256 members 
Mstep: Class 4 contains 23380 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24554 members 
Mstep: Class 8 contains 13146 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39643 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13614 members 
Mstep: Class 13 contains 28541 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10164 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101278 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950386.000000 Penalty: 46602.589844
Iteration 188Q: 23 clusters Score -2.695039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104049 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12256 members 
Mstep: Class 4 contains 23380 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24554 members 
Mstep: Class 8 contains 13130 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39642 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 28539 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101299 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950370.000000 Penalty: 46602.589844
Iteration 189Q: 23 clusters Score -2.695037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104046 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12255 members 
Mstep: Class 4 contains 23381 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24554 members 
Mstep: Class 8 contains 13119 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39635 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 28539 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101320 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950410.000000 Penalty: 46602.589844
Iteration 190Q: 23 clusters Score -2.695041e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104043 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12255 members 
Mstep: Class 4 contains 23382 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24553 members 
Mstep: Class 8 contains 13109 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39626 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 28539 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101341 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950430.000000 Penalty: 46602.589844
Iteration 191Q: 23 clusters Score -2.695043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12255 members 
Mstep: Class 4 contains 23382 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24552 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39620 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 28539 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101353 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950402.000000 Penalty: 46602.589844
Iteration 192Q: 23 clusters Score -2.69504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12255 members 
Mstep: Class 4 contains 23381 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24551 members 
Mstep: Class 8 contains 13100 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39616 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 28538 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101361 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950402.000000 Penalty: 46602.589844
Iteration 193Q: 23 clusters Score -2.69504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12255 members 
Mstep: Class 4 contains 23381 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24550 members 
Mstep: Class 8 contains 13093 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39614 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 28537 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101371 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950404.000000 Penalty: 46602.589844
Iteration 194Q: 23 clusters Score -2.69504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104041 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12255 members 
Mstep: Class 4 contains 23381 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24550 members 
Mstep: Class 8 contains 13085 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39613 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 28536 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10168 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101379 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950402.000000 Penalty: 46602.589844
Iteration 195Q: 23 clusters Score -2.69504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 23382 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24550 members 
Mstep: Class 8 contains 13081 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39612 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 28536 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101390 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950378.000000 Penalty: 46602.589844
Iteration 196Q: 23 clusters Score -2.695038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 23382 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24550 members 
Mstep: Class 8 contains 13077 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39607 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 28535 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101406 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950408.000000 Penalty: 46602.589844
Iteration 197Q: 23 clusters Score -2.695041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104032 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 23380 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24549 members 
Mstep: Class 8 contains 13071 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39602 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 28536 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101420 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950448.000000 Penalty: 46602.589844
Iteration 198Q: 23 clusters Score -2.695045e+07 nChanged 21
Entering ConstructFrom: 
Score: -26950448.000000 Penalty: 46602.589844
Entering ConstructFrom: 
Trying to split cluster 1 (104031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104031 members 
Entering Unmasked Estep 
Score: -6411180.500000 Penalty: 1877.272217
	Iteration 0F: 2 clusters Score -6411180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -6341552.000000 Penalty: 3754.544434
	Iteration 0F: 3 clusters Score -6341552 nChanged 49762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -6370743.500000 Penalty: 3754.544434
	Iteration 1F: 3 clusters Score -6370744 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -6372048.500000 Penalty: 3754.544434
	Iteration 2Q: 3 clusters Score -6372048 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -6374243.500000 Penalty: 3754.544434
	Iteration 3Q: 3 clusters Score -6374244 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -6378300.500000 Penalty: 3754.544434
	Iteration 4F: 3 clusters Score -6378300 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -6385188.000000 Penalty: 3754.544434
	Iteration 5F: 3 clusters Score -6385188 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -6394646.000000 Penalty: 3754.544434
	Iteration 6F: 3 clusters Score -6394646 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -6403117.500000 Penalty: 3754.544434
	Iteration 7F: 3 clusters Score -6403118 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6407485.000000 Penalty: 3754.544434
	Iteration 8Q: 3 clusters Score -6407485 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6408895.500000 Penalty: 3754.544434
	Iteration 9Q: 3 clusters Score -6408896 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6409289.000000 Penalty: 3754.544434
	Iteration 10Q: 3 clusters Score -6409289 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6409448.000000 Penalty: 3754.544434
	Iteration 11Q: 3 clusters Score -6409448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6409490.500000 Penalty: 3754.544434
	Iteration 12Q: 3 clusters Score -6409490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6409507.500000 Penalty: 3754.544434
	Iteration 13Q: 3 clusters Score -6409508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6409510.500000 Penalty: 3754.544434
	Iteration 14Q: 3 clusters Score -6409510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6409510.000000 Penalty: 3754.544434
	Iteration 15Q: 3 clusters Score -6409510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6409512.000000 Penalty: 3754.544434
	Iteration 16Q: 3 clusters Score -6409512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103903 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6409511.500000 Penalty: 3754.544434
	Iteration 17Q: 3 clusters Score -6409512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6409514.500000 Penalty: 3754.544434
	Iteration 18Q: 3 clusters Score -6409514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6409518.500000 Penalty: 3754.544434
	Iteration 19Q: 3 clusters Score -6409518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103907 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6409526.000000 Penalty: 3754.544434
	Iteration 20F: 3 clusters Score -6409526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6409527.000000 Penalty: 3754.544434
	Iteration 21Q: 3 clusters Score -6409527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6409531.000000 Penalty: 3754.544434
	Iteration 22Q: 3 clusters Score -6409531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103910 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6409530.500000 Penalty: 3754.544434
	Iteration 23Q: 3 clusters Score -6409530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6409534.000000 Penalty: 3754.544434
	Iteration 24Q: 3 clusters Score -6409534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6409534.500000 Penalty: 3754.544434
	Iteration 25Q: 3 clusters Score -6409534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103910 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6409542.500000 Penalty: 3754.544434
	Iteration 26Q: 3 clusters Score -6409542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103910 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6409542.500000 Penalty: 3754.544434
	Iteration 27F: 3 clusters Score -6409542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -67983.054688 Penalty: 1158.380615
	Iteration 0F: 2 clusters Score -67983.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -66386.234375 Penalty: 2316.761230
	Iteration 0F: 3 clusters Score -66386.23 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -66679.703125 Penalty: 2316.761230
	Iteration 1F: 3 clusters Score -66679.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66762.406250 Penalty: 2316.761230
	Iteration 2F: 3 clusters Score -66762.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -66812.031250 Penalty: 2316.761230
	Iteration 3Q: 3 clusters Score -66812.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -66843.328125 Penalty: 2316.761230
	Iteration 4Q: 3 clusters Score -66843.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -66872.007812 Penalty: 2316.761230
	Iteration 5Q: 3 clusters Score -66872.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -66907.882812 Penalty: 2316.761230
	Iteration 6Q: 3 clusters Score -66907.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -66939.187500 Penalty: 2316.761230
	Iteration 7Q: 3 clusters Score -66939.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -66956.203125 Penalty: 2316.761230
	Iteration 8Q: 3 clusters Score -66956.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -66972.140625 Penalty: 2316.761230
	Iteration 9Q: 3 clusters Score -66972.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -66988.734375 Penalty: 2316.761230
	Iteration 10Q: 3 clusters Score -66988.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -66999.390625 Penalty: 2316.761230
	Iteration 11Q: 3 clusters Score -66999.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -67010.601562 Penalty: 2316.761230
	Iteration 12Q: 3 clusters Score -67010.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -67023.281250 Penalty: 2316.761230
	Iteration 13Q: 3 clusters Score -67023.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -67031.179688 Penalty: 2316.761230
	Iteration 14Q: 3 clusters Score -67031.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -67038.664062 Penalty: 2316.761230
	Iteration 15Q: 3 clusters Score -67038.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -67045.257812 Penalty: 2316.761230
	Iteration 16Q: 3 clusters Score -67045.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -67056.117188 Penalty: 2316.761230
	Iteration 17Q: 3 clusters Score -67056.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -67060.585938 Penalty: 2316.761230
	Iteration 18Q: 3 clusters Score -67060.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -67063.648438 Penalty: 2316.761230
	Iteration 19Q: 3 clusters Score -67063.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -67066.960938 Penalty: 2316.761230
	Iteration 20F: 3 clusters Score -67066.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -67071.656250 Penalty: 2316.761230
	Iteration 21Q: 3 clusters Score -67071.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -67076.054688 Penalty: 2316.761230
	Iteration 22Q: 3 clusters Score -67076.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -67080.890625 Penalty: 2316.761230
	Iteration 23Q: 3 clusters Score -67080.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -67085.531250 Penalty: 2316.761230
	Iteration 24Q: 3 clusters Score -67085.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -67095.382812 Penalty: 2316.761230
	Iteration 25Q: 3 clusters Score -67095.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -67108.632812 Penalty: 2316.761230
	Iteration 26Q: 3 clusters Score -67108.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -67112.976562 Penalty: 2316.761230
	Iteration 27Q: 3 clusters Score -67112.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -67116.898438 Penalty: 2316.761230
	Iteration 28Q: 3 clusters Score -67116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -67120.875000 Penalty: 2316.761230
	Iteration 29Q: 3 clusters Score -67120.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -67125.156250 Penalty: 2316.761230
	Iteration 30Q: 3 clusters Score -67125.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -67129.117188 Penalty: 2316.761230
	Iteration 31Q: 3 clusters Score -67129.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -67129.664062 Penalty: 2316.761230
	Iteration 32Q: 3 clusters Score -67129.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -67129.664062 Penalty: 2316.761230
	Iteration 33F: 3 clusters Score -67129.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Entering Unmasked Estep 
Score: -765503.875000 Penalty: 1529.684692
	Iteration 0F: 2 clusters Score -765503.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -756872.625000 Penalty: 3059.369385
	Iteration 0F: 3 clusters Score -756872.6 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -759667.125000 Penalty: 3059.369385
	Iteration 1F: 3 clusters Score -759667.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -759931.687500 Penalty: 3059.369385
	Iteration 2F: 3 clusters Score -759931.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -760166.062500 Penalty: 3059.369385
	Iteration 3Q: 3 clusters Score -760166.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -760397.187500 Penalty: 3059.369385
	Iteration 4Q: 3 clusters Score -760397.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -760693.000000 Penalty: 3059.369385
	Iteration 5Q: 3 clusters Score -760693 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -761054.875000 Penalty: 3059.369385
	Iteration 6F: 3 clusters Score -761054.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -761493.937500 Penalty: 3059.369385
	Iteration 7F: 3 clusters Score -761493.9 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -762062.500000 Penalty: 3059.369385
	Iteration 8F: 3 clusters Score -762062.5 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -762746.937500 Penalty: 3059.369385
	Iteration 9F: 3 clusters Score -762746.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -763385.937500 Penalty: 3059.369385
	Iteration 10F: 3 clusters Score -763385.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -763925.125000 Penalty: 3059.369385
	Iteration 11Q: 3 clusters Score -763925.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -764264.000000 Penalty: 3059.369385
	Iteration 12Q: 3 clusters Score -764264 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -764496.187500 Penalty: 3059.369385
	Iteration 13Q: 3 clusters Score -764496.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -764636.875000 Penalty: 3059.369385
	Iteration 14Q: 3 clusters Score -764636.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -764716.687500 Penalty: 3059.369385
	Iteration 15Q: 3 clusters Score -764716.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -764762.812500 Penalty: 3059.369385
	Iteration 16Q: 3 clusters Score -764762.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -764799.812500 Penalty: 3059.369385
	Iteration 17Q: 3 clusters Score -764799.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -764822.437500 Penalty: 3059.369385
	Iteration 18Q: 3 clusters Score -764822.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -764838.312500 Penalty: 3059.369385
	Iteration 19Q: 3 clusters Score -764838.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -764850.437500 Penalty: 3059.369385
	Iteration 20F: 3 clusters Score -764850.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -764860.125000 Penalty: 3059.369385
	Iteration 21Q: 3 clusters Score -764860.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -764868.062500 Penalty: 3059.369385
	Iteration 22Q: 3 clusters Score -764868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -764869.687500 Penalty: 3059.369385
	Iteration 23Q: 3 clusters Score -764869.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -764876.812500 Penalty: 3059.369385
	Iteration 24Q: 3 clusters Score -764876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -764880.062500 Penalty: 3059.369385
	Iteration 25Q: 3 clusters Score -764880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -764880.937500 Penalty: 3059.369385
	Iteration 26Q: 3 clusters Score -764880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -764881.062500 Penalty: 3059.369385
	Iteration 27Q: 3 clusters Score -764881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -764881.062500 Penalty: 3059.369385
	Iteration 28F: 3 clusters Score -764881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1469455.750000 Penalty: 1634.670044
	Iteration 0F: 2 clusters Score -1469456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1453623.250000 Penalty: 3269.340088
	Iteration 0F: 3 clusters Score -1453623 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1459520.125000 Penalty: 3269.340088
	Iteration 1F: 3 clusters Score -1459520 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1459845.250000 Penalty: 3269.340088
	Iteration 2Q: 3 clusters Score -1459845 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1460123.375000 Penalty: 3269.340088
	Iteration 3Q: 3 clusters Score -1460123 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1460391.250000 Penalty: 3269.340088
	Iteration 4Q: 3 clusters Score -1460391 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1460671.250000 Penalty: 3269.340088
	Iteration 5Q: 3 clusters Score -1460671 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1460949.625000 Penalty: 3269.340088
	Iteration 6Q: 3 clusters Score -1460950 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1461315.625000 Penalty: 3269.340088
	Iteration 7Q: 3 clusters Score -1461316 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1461822.125000 Penalty: 3269.340088
	Iteration 8Q: 3 clusters Score -1461822 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1462535.250000 Penalty: 3269.340088
	Iteration 9Q: 3 clusters Score -1462535 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1463492.375000 Penalty: 3269.340088
	Iteration 10F: 3 clusters Score -1463492 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -1464611.750000 Penalty: 3269.340088
	Iteration 11F: 3 clusters Score -1464612 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1465645.750000 Penalty: 3269.340088
	Iteration 12F: 3 clusters Score -1465646 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1466416.125000 Penalty: 3269.340088
	Iteration 13Q: 3 clusters Score -1466416 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1466941.750000 Penalty: 3269.340088
	Iteration 14Q: 3 clusters Score -1466942 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -1467280.125000 Penalty: 3269.340088
	Iteration 15Q: 3 clusters Score -1467280 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1467535.625000 Penalty: 3269.340088
	Iteration 16Q: 3 clusters Score -1467536 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -1467704.750000 Penalty: 3269.340088
	Iteration 17Q: 3 clusters Score -1467705 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -1467792.875000 Penalty: 3269.340088
	Iteration 18Q: 3 clusters Score -1467793 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -1467860.750000 Penalty: 3269.340088
	Iteration 19Q: 3 clusters Score -1467861 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -1467913.375000 Penalty: 3269.340088
	Iteration 20F: 3 clusters Score -1467913 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -1467964.125000 Penalty: 3269.340088
	Iteration 21Q: 3 clusters Score -1467964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -1468005.625000 Penalty: 3269.340088
	Iteration 22Q: 3 clusters Score -1468006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -1468033.500000 Penalty: 3269.340088
	Iteration 23Q: 3 clusters Score -1468034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -1468050.000000 Penalty: 3269.340088
	Iteration 24Q: 3 clusters Score -1468050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -1468060.625000 Penalty: 3269.340088
	Iteration 25Q: 3 clusters Score -1468061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -1468069.375000 Penalty: 3269.340088
	Iteration 26Q: 3 clusters Score -1468069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -1468076.375000 Penalty: 3269.340088
	Iteration 27Q: 3 clusters Score -1468076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -1468079.500000 Penalty: 3269.340088
	Iteration 28Q: 3 clusters Score -1468080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -1468083.500000 Penalty: 3269.340088
	Iteration 29Q: 3 clusters Score -1468084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -1468083.375000 Penalty: 3269.340088
	Iteration 30Q: 3 clusters Score -1468083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -1468082.500000 Penalty: 3269.340088
	Iteration 31Q: 3 clusters Score -1468082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -1468086.000000 Penalty: 3269.340088
	Iteration 32Q: 3 clusters Score -1468086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -1468088.875000 Penalty: 3269.340088
	Iteration 33Q: 3 clusters Score -1468089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -1468089.750000 Penalty: 3269.340088
	Iteration 34Q: 3 clusters Score -1468090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -1468092.000000 Penalty: 3269.340088
	Iteration 35Q: 3 clusters Score -1468092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -1468095.750000 Penalty: 3269.340088
	Iteration 36Q: 3 clusters Score -1468096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -1468096.625000 Penalty: 3269.340088
	Iteration 37Q: 3 clusters Score -1468097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -1468098.500000 Penalty: 3269.340088
	Iteration 38Q: 3 clusters Score -1468098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -1468099.750000 Penalty: 3269.340088
	Iteration 39Q: 3 clusters Score -1468100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -1468099.125000 Penalty: 3269.340088
	Iteration 40F: 3 clusters Score -1468099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -1468100.250000 Penalty: 3269.340088
	Iteration 41Q: 3 clusters Score -1468100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -1468104.000000 Penalty: 3269.340088
	Iteration 42Q: 3 clusters Score -1468104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -1468102.000000 Penalty: 3269.340088
	Iteration 43Q: 3 clusters Score -1468102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -1468101.625000 Penalty: 3269.340088
	Iteration 44Q: 3 clusters Score -1468102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -1468102.125000 Penalty: 3269.340088
	Iteration 45Q: 3 clusters Score -1468102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -1468103.125000 Penalty: 3269.340088
	Iteration 46Q: 3 clusters Score -1468103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -1468104.625000 Penalty: 3269.340088
	Iteration 47Q: 3 clusters Score -1468105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -1468104.250000 Penalty: 3269.340088
	Iteration 48Q: 3 clusters Score -1468104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -1468106.500000 Penalty: 3269.340088
	Iteration 49Q: 3 clusters Score -1468106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -1468106.375000 Penalty: 3269.340088
	Iteration 50Q: 3 clusters Score -1468106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -1468106.125000 Penalty: 3269.340088
	Iteration 51Q: 3 clusters Score -1468106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -1468106.125000 Penalty: 3269.340088
	Iteration 52Q: 3 clusters Score -1468106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -1468106.500000 Penalty: 3269.340088
	Iteration 53Q: 3 clusters Score -1468106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -1468106.500000 Penalty: 3269.340088
	Iteration 54F: 3 clusters Score -1468106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Entering Unmasked Estep 
Score: -1772213.625000 Penalty: 1669.634155
	Iteration 0F: 2 clusters Score -1772214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1752742.250000 Penalty: 3339.268311
	Iteration 0F: 3 clusters Score -1752742 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1760099.500000 Penalty: 3339.268311
	Iteration 1F: 3 clusters Score -1760100 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1760559.625000 Penalty: 3339.268311
	Iteration 2Q: 3 clusters Score -1760560 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1761042.625000 Penalty: 3339.268311
	Iteration 3Q: 3 clusters Score -1761043 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1761590.750000 Penalty: 3339.268311
	Iteration 4Q: 3 clusters Score -1761591 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1762271.875000 Penalty: 3339.268311
	Iteration 5Q: 3 clusters Score -1762272 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1763182.500000 Penalty: 3339.268311
	Iteration 6F: 3 clusters Score -1763182 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1764407.750000 Penalty: 3339.268311
	Iteration 7F: 3 clusters Score -1764408 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1765696.750000 Penalty: 3339.268311
	Iteration 8F: 3 clusters Score -1765697 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1766833.375000 Penalty: 3339.268311
	Iteration 9F: 3 clusters Score -1766833 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1767780.250000 Penalty: 3339.268311
	Iteration 10F: 3 clusters Score -1767780 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1768474.625000 Penalty: 3339.268311
	Iteration 11Q: 3 clusters Score -1768475 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1769051.625000 Penalty: 3339.268311
	Iteration 12Q: 3 clusters Score -1769052 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1769517.750000 Penalty: 3339.268311
	Iteration 13Q: 3 clusters Score -1769518 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1769850.750000 Penalty: 3339.268311
	Iteration 14Q: 3 clusters Score -1769851 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1770117.500000 Penalty: 3339.268311
	Iteration 15Q: 3 clusters Score -1770118 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1770299.875000 Penalty: 3339.268311
	Iteration 16Q: 3 clusters Score -1770300 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1770436.125000 Penalty: 3339.268311
	Iteration 17Q: 3 clusters Score -1770436 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1770521.375000 Penalty: 3339.268311
	Iteration 18Q: 3 clusters Score -1770521 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1770565.125000 Penalty: 3339.268311
	Iteration 19Q: 3 clusters Score -1770565 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1770590.750000 Penalty: 3339.268311
	Iteration 20F: 3 clusters Score -1770591 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1770615.125000 Penalty: 3339.268311
	Iteration 21Q: 3 clusters Score -1770615 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1770628.250000 Penalty: 3339.268311
	Iteration 22Q: 3 clusters Score -1770628 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1770633.875000 Penalty: 3339.268311
	Iteration 23Q: 3 clusters Score -1770634 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1770634.750000 Penalty: 3339.268311
	Iteration 24Q: 3 clusters Score -1770635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1770641.375000 Penalty: 3339.268311
	Iteration 25Q: 3 clusters Score -1770641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1770646.875000 Penalty: 3339.268311
	Iteration 26Q: 3 clusters Score -1770647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1770650.000000 Penalty: 3339.268311
	Iteration 27Q: 3 clusters Score -1770650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1770649.375000 Penalty: 3339.268311
	Iteration 28Q: 3 clusters Score -1770649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1770652.750000 Penalty: 3339.268311
	Iteration 29Q: 3 clusters Score -1770653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1770653.625000 Penalty: 3339.268311
	Iteration 30Q: 3 clusters Score -1770654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1770652.125000 Penalty: 3339.268311
	Iteration 31Q: 3 clusters Score -1770652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1770652.250000 Penalty: 3339.268311
	Iteration 32Q: 3 clusters Score -1770652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1770651.500000 Penalty: 3339.268311
	Iteration 33Q: 3 clusters Score -1770652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1770650.625000 Penalty: 3339.268311
	Iteration 34Q: 3 clusters Score -1770651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1770650.500000 Penalty: 3339.268311
	Iteration 35Q: 3 clusters Score -1770650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1770653.750000 Penalty: 3339.268311
	Iteration 36Q: 3 clusters Score -1770654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1770654.250000 Penalty: 3339.268311
	Iteration 37Q: 3 clusters Score -1770654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1770654.250000 Penalty: 3339.268311
	Iteration 38F: 3 clusters Score -1770654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -239726.828125 Penalty: 1364.081421
	Iteration 0F: 2 clusters Score -239726.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -236208.250000 Penalty: 2728.162842
	Iteration 0F: 3 clusters Score -236208.2 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -237332.546875 Penalty: 2728.162842
	Iteration 1F: 3 clusters Score -237332.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -237764.312500 Penalty: 2728.162842
	Iteration 2F: 3 clusters Score -237764.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -238120.312500 Penalty: 2728.162842
	Iteration 3F: 3 clusters Score -238120.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -238419.453125 Penalty: 2728.162842
	Iteration 4F: 3 clusters Score -238419.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -238643.015625 Penalty: 2728.162842
	Iteration 5F: 3 clusters Score -238643 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -238765.671875 Penalty: 2728.162842
	Iteration 6Q: 3 clusters Score -238765.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -238810.812500 Penalty: 2728.162842
	Iteration 7Q: 3 clusters Score -238810.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -238835.718750 Penalty: 2728.162842
	Iteration 8Q: 3 clusters Score -238835.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -238851.687500 Penalty: 2728.162842
	Iteration 9Q: 3 clusters Score -238851.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -238861.343750 Penalty: 2728.162842
	Iteration 10Q: 3 clusters Score -238861.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -238869.000000 Penalty: 2728.162842
	Iteration 11Q: 3 clusters Score -238869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -238872.781250 Penalty: 2728.162842
	Iteration 12Q: 3 clusters Score -238872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -238876.703125 Penalty: 2728.162842
	Iteration 13Q: 3 clusters Score -238876.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -238879.718750 Penalty: 2728.162842
	Iteration 14Q: 3 clusters Score -238879.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -238883.593750 Penalty: 2728.162842
	Iteration 15Q: 3 clusters Score -238883.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -238886.312500 Penalty: 2728.162842
	Iteration 16Q: 3 clusters Score -238886.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -238888.046875 Penalty: 2728.162842
	Iteration 17Q: 3 clusters Score -238888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -238889.703125 Penalty: 2728.162842
	Iteration 18Q: 3 clusters Score -238889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -238889.968750 Penalty: 2728.162842
	Iteration 19Q: 3 clusters Score -238890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -238891.546875 Penalty: 2728.162842
	Iteration 20F: 3 clusters Score -238891.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -238892.531250 Penalty: 2728.162842
	Iteration 21Q: 3 clusters Score -238892.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -238894.468750 Penalty: 2728.162842
	Iteration 22Q: 3 clusters Score -238894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -238896.125000 Penalty: 2728.162842
	Iteration 23Q: 3 clusters Score -238896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -238896.375000 Penalty: 2728.162842
	Iteration 24Q: 3 clusters Score -238896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -238897.328125 Penalty: 2728.162842
	Iteration 25Q: 3 clusters Score -238897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -238897.031250 Penalty: 2728.162842
	Iteration 26Q: 3 clusters Score -238897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -238897.718750 Penalty: 2728.162842
	Iteration 27Q: 3 clusters Score -238897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -238898.750000 Penalty: 2728.162842
	Iteration 28Q: 3 clusters Score -238898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -238899.484375 Penalty: 2728.162842
	Iteration 29Q: 3 clusters Score -238899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -238900.125000 Penalty: 2728.162842
	Iteration 30Q: 3 clusters Score -238900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -238900.359375 Penalty: 2728.162842
	Iteration 31Q: 3 clusters Score -238900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -238900.359375 Penalty: 2728.162842
	Iteration 32F: 3 clusters Score -238900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Entering Unmasked Estep 
Score: -1514669.000000 Penalty: 1642.606079
	Iteration 0F: 2 clusters Score -1514669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1498058.750000 Penalty: 3285.212158
	Iteration 0F: 3 clusters Score -1498059 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1504348.750000 Penalty: 3285.212158
	Iteration 1F: 3 clusters Score -1504349 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1504779.875000 Penalty: 3285.212158
	Iteration 2Q: 3 clusters Score -1504780 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1505288.375000 Penalty: 3285.212158
	Iteration 3Q: 3 clusters Score -1505288 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1505984.375000 Penalty: 3285.212158
	Iteration 4F: 3 clusters Score -1505984 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1507001.500000 Penalty: 3285.212158
	Iteration 5F: 3 clusters Score -1507002 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1508448.375000 Penalty: 3285.212158
	Iteration 6F: 3 clusters Score -1508448 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -1510162.250000 Penalty: 3285.212158
	Iteration 7F: 3 clusters Score -1510162 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -1511662.375000 Penalty: 3285.212158
	Iteration 8F: 3 clusters Score -1511662 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -1512522.000000 Penalty: 3285.212158
	Iteration 9Q: 3 clusters Score -1512522 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -1512912.250000 Penalty: 3285.212158
	Iteration 10Q: 3 clusters Score -1512912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -1513068.750000 Penalty: 3285.212158
	Iteration 11Q: 3 clusters Score -1513069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -1513145.500000 Penalty: 3285.212158
	Iteration 12Q: 3 clusters Score -1513146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -1513171.250000 Penalty: 3285.212158
	Iteration 13Q: 3 clusters Score -1513171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -1513189.125000 Penalty: 3285.212158
	Iteration 14Q: 3 clusters Score -1513189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -1513199.125000 Penalty: 3285.212158
	Iteration 15Q: 3 clusters Score -1513199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -1513203.125000 Penalty: 3285.212158
	Iteration 16Q: 3 clusters Score -1513203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -1513205.500000 Penalty: 3285.212158
	Iteration 17Q: 3 clusters Score -1513206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -1513212.125000 Penalty: 3285.212158
	Iteration 18Q: 3 clusters Score -1513212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -1513211.000000 Penalty: 3285.212158
	Iteration 19Q: 3 clusters Score -1513211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -1513211.000000 Penalty: 3285.212158
	Iteration 20F: 3 clusters Score -1513211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Entering Unmasked Estep 
Score: -824352.312500 Penalty: 1540.137451
	Iteration 0F: 2 clusters Score -824352.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -815192.000000 Penalty: 3080.274902
	Iteration 0F: 3 clusters Score -815192 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -818372.062500 Penalty: 3080.274902
	Iteration 1F: 3 clusters Score -818372.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -818715.625000 Penalty: 3080.274902
	Iteration 2F: 3 clusters Score -818715.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -819017.375000 Penalty: 3080.274902
	Iteration 3Q: 3 clusters Score -819017.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -819362.750000 Penalty: 3080.274902
	Iteration 4Q: 3 clusters Score -819362.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -819810.812500 Penalty: 3080.274902
	Iteration 5F: 3 clusters Score -819810.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -820384.250000 Penalty: 3080.274902
	Iteration 6F: 3 clusters Score -820384.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -821043.437500 Penalty: 3080.274902
	Iteration 7F: 3 clusters Score -821043.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -821679.937500 Penalty: 3080.274902
	Iteration 8F: 3 clusters Score -821679.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -822128.812500 Penalty: 3080.274902
	Iteration 9Q: 3 clusters Score -822128.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -822357.812500 Penalty: 3080.274902
	Iteration 10Q: 3 clusters Score -822357.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -822474.375000 Penalty: 3080.274902
	Iteration 11Q: 3 clusters Score -822474.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -822543.375000 Penalty: 3080.274902
	Iteration 12Q: 3 clusters Score -822543.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -822589.750000 Penalty: 3080.274902
	Iteration 13Q: 3 clusters Score -822589.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -822628.687500 Penalty: 3080.274902
	Iteration 14Q: 3 clusters Score -822628.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -822661.000000 Penalty: 3080.274902
	Iteration 15Q: 3 clusters Score -822661 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -822684.375000 Penalty: 3080.274902
	Iteration 16Q: 3 clusters Score -822684.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -822704.125000 Penalty: 3080.274902
	Iteration 17Q: 3 clusters Score -822704.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -822717.687500 Penalty: 3080.274902
	Iteration 18Q: 3 clusters Score -822717.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -822733.812500 Penalty: 3080.274902
	Iteration 19Q: 3 clusters Score -822733.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -822743.312500 Penalty: 3080.274902
	Iteration 20F: 3 clusters Score -822743.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -822755.125000 Penalty: 3080.274902
	Iteration 21Q: 3 clusters Score -822755.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -822761.500000 Penalty: 3080.274902
	Iteration 22Q: 3 clusters Score -822761.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -822768.375000 Penalty: 3080.274902
	Iteration 23Q: 3 clusters Score -822768.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -822776.250000 Penalty: 3080.274902
	Iteration 24Q: 3 clusters Score -822776.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -822779.125000 Penalty: 3080.274902
	Iteration 25Q: 3 clusters Score -822779.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -822784.937500 Penalty: 3080.274902
	Iteration 26Q: 3 clusters Score -822784.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -822793.625000 Penalty: 3080.274902
	Iteration 27Q: 3 clusters Score -822793.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -822800.000000 Penalty: 3080.274902
	Iteration 28Q: 3 clusters Score -822800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -822808.500000 Penalty: 3080.274902
	Iteration 29Q: 3 clusters Score -822808.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -822813.437500 Penalty: 3080.274902
	Iteration 30Q: 3 clusters Score -822813.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -822816.562500 Penalty: 3080.274902
	Iteration 31Q: 3 clusters Score -822816.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -822824.875000 Penalty: 3080.274902
	Iteration 32Q: 3 clusters Score -822824.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -822827.937500 Penalty: 3080.274902
	Iteration 33Q: 3 clusters Score -822827.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -822830.562500 Penalty: 3080.274902
	Iteration 34Q: 3 clusters Score -822830.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -822837.875000 Penalty: 3080.274902
	Iteration 35Q: 3 clusters Score -822837.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -822845.812500 Penalty: 3080.274902
	Iteration 36Q: 3 clusters Score -822845.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -822850.875000 Penalty: 3080.274902
	Iteration 37Q: 3 clusters Score -822850.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -822859.062500 Penalty: 3080.274902
	Iteration 38Q: 3 clusters Score -822859.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -822862.562500 Penalty: 3080.274902
	Iteration 39Q: 3 clusters Score -822862.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -822867.187500 Penalty: 3080.274902
	Iteration 40F: 3 clusters Score -822867.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -822868.937500 Penalty: 3080.274902
	Iteration 41Q: 3 clusters Score -822868.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -822872.687500 Penalty: 3080.274902
	Iteration 42Q: 3 clusters Score -822872.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -822882.000000 Penalty: 3080.274902
	Iteration 43Q: 3 clusters Score -822882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -822886.687500 Penalty: 3080.274902
	Iteration 44Q: 3 clusters Score -822886.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -822891.125000 Penalty: 3080.274902
	Iteration 45Q: 3 clusters Score -822891.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -822895.687500 Penalty: 3080.274902
	Iteration 46Q: 3 clusters Score -822895.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -822901.250000 Penalty: 3080.274902
	Iteration 47Q: 3 clusters Score -822901.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -822906.500000 Penalty: 3080.274902
	Iteration 48Q: 3 clusters Score -822906.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -822912.687500 Penalty: 3080.274902
	Iteration 49Q: 3 clusters Score -822912.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -822918.687500 Penalty: 3080.274902
	Iteration 50Q: 3 clusters Score -822918.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -822922.187500 Penalty: 3080.274902
	Iteration 51Q: 3 clusters Score -822922.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -822928.875000 Penalty: 3080.274902
	Iteration 52Q: 3 clusters Score -822928.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -822933.625000 Penalty: 3080.274902
	Iteration 53Q: 3 clusters Score -822933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -822937.625000 Penalty: 3080.274902
	Iteration 54Q: 3 clusters Score -822937.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -822936.750000 Penalty: 3080.274902
	Iteration 55Q: 3 clusters Score -822936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -822937.062500 Penalty: 3080.274902
	Iteration 56Q: 3 clusters Score -822937.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -822942.000000 Penalty: 3080.274902
	Iteration 57Q: 3 clusters Score -822942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -822942.625000 Penalty: 3080.274902
	Iteration 58Q: 3 clusters Score -822942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -822944.875000 Penalty: 3080.274902
	Iteration 59Q: 3 clusters Score -822944.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -822948.875000 Penalty: 3080.274902
	Iteration 60F: 3 clusters Score -822948.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -822952.875000 Penalty: 3080.274902
	Iteration 61Q: 3 clusters Score -822952.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -822955.187500 Penalty: 3080.274902
	Iteration 62Q: 3 clusters Score -822955.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -822957.875000 Penalty: 3080.274902
	Iteration 63Q: 3 clusters Score -822957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -822958.125000 Penalty: 3080.274902
	Iteration 64Q: 3 clusters Score -822958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -822958.875000 Penalty: 3080.274902
	Iteration 65Q: 3 clusters Score -822958.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -822958.875000 Penalty: 3080.274902
	Iteration 66F: 3 clusters Score -822958.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Entering Unmasked Estep 
Score: -536284.250000 Penalty: 1479.631348
	Iteration 0F: 2 clusters Score -536284.2 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 4536 members 
Entering Unmasked Estep 
Score: -529796.875000 Penalty: 2959.262695
	Iteration 0F: 3 clusters Score -529796.9 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -532065.500000 Penalty: 2959.262695
	Iteration 1F: 3 clusters Score -532065.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -532557.937500 Penalty: 2959.262695
	Iteration 2F: 3 clusters Score -532557.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -533076.125000 Penalty: 2959.262695
	Iteration 3F: 3 clusters Score -533076.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -533554.687500 Penalty: 2959.262695
	Iteration 4F: 3 clusters Score -533554.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -533958.250000 Penalty: 2959.262695
	Iteration 5F: 3 clusters Score -533958.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -534314.750000 Penalty: 2959.262695
	Iteration 6F: 3 clusters Score -534314.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -534643.062500 Penalty: 2959.262695
	Iteration 7F: 3 clusters Score -534643.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -534952.250000 Penalty: 2959.262695
	Iteration 8Q: 3 clusters Score -534952.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -535209.625000 Penalty: 2959.262695
	Iteration 9Q: 3 clusters Score -535209.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -535442.437500 Penalty: 2959.262695
	Iteration 10Q: 3 clusters Score -535442.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -535610.000000 Penalty: 2959.262695
	Iteration 11Q: 3 clusters Score -535610 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -535751.125000 Penalty: 2959.262695
	Iteration 12Q: 3 clusters Score -535751.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -535872.937500 Penalty: 2959.262695
	Iteration 13Q: 3 clusters Score -535872.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -536005.375000 Penalty: 2959.262695
	Iteration 14Q: 3 clusters Score -536005.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -536081.000000 Penalty: 2959.262695
	Iteration 15Q: 3 clusters Score -536081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -536128.187500 Penalty: 2959.262695
	Iteration 16Q: 3 clusters Score -536128.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -536165.562500 Penalty: 2959.262695
	Iteration 17Q: 3 clusters Score -536165.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -536190.062500 Penalty: 2959.262695
	Iteration 18Q: 3 clusters Score -536190.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -536211.625000 Penalty: 2959.262695
	Iteration 19Q: 3 clusters Score -536211.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -536230.875000 Penalty: 2959.262695
	Iteration 20F: 3 clusters Score -536230.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -536242.250000 Penalty: 2959.262695
	Iteration 21Q: 3 clusters Score -536242.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -536249.312500 Penalty: 2959.262695
	Iteration 22Q: 3 clusters Score -536249.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -536251.437500 Penalty: 2959.262695
	Iteration 23Q: 3 clusters Score -536251.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -536252.875000 Penalty: 2959.262695
	Iteration 24Q: 3 clusters Score -536252.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -536255.375000 Penalty: 2959.262695
	Iteration 25Q: 3 clusters Score -536255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -536258.875000 Penalty: 2959.262695
	Iteration 26Q: 3 clusters Score -536258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -536259.750000 Penalty: 2959.262695
	Iteration 27Q: 3 clusters Score -536259.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -536261.812500 Penalty: 2959.262695
	Iteration 28Q: 3 clusters Score -536261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -536261.687500 Penalty: 2959.262695
	Iteration 29Q: 3 clusters Score -536261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -536263.500000 Penalty: 2959.262695
	Iteration 30Q: 3 clusters Score -536263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -536264.000000 Penalty: 2959.262695
	Iteration 31Q: 3 clusters Score -536264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -536264.875000 Penalty: 2959.262695
	Iteration 32Q: 3 clusters Score -536264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -536265.125000 Penalty: 2959.262695
	Iteration 33Q: 3 clusters Score -536265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -536263.875000 Penalty: 2959.262695
	Iteration 34Q: 3 clusters Score -536263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -536263.875000 Penalty: 2959.262695
	Iteration 35F: 3 clusters Score -536263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Entering Unmasked Estep 
Score: -2441058.500000 Penalty: 1720.319946
	Iteration 0F: 2 clusters Score -2441058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2414455.250000 Penalty: 3440.639893
	Iteration 0F: 3 clusters Score -2414455 nChanged 18534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2425084.750000 Penalty: 3440.639893
	Iteration 1F: 3 clusters Score -2425085 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2426093.000000 Penalty: 3440.639893
	Iteration 2Q: 3 clusters Score -2426093 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2427431.750000 Penalty: 3440.639893
	Iteration 3F: 3 clusters Score -2427432 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2429153.250000 Penalty: 3440.639893
	Iteration 4F: 3 clusters Score -2429153 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -2431219.500000 Penalty: 3440.639893
	Iteration 5F: 3 clusters Score -2431220 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2433325.000000 Penalty: 3440.639893
	Iteration 6F: 3 clusters Score -2433325 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -2435055.500000 Penalty: 3440.639893
	Iteration 7F: 3 clusters Score -2435056 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -2436273.250000 Penalty: 3440.639893
	Iteration 8F: 3 clusters Score -2436273 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2437109.000000 Penalty: 3440.639893
	Iteration 9Q: 3 clusters Score -2437109 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -2437633.000000 Penalty: 3440.639893
	Iteration 10Q: 3 clusters Score -2437633 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2437974.000000 Penalty: 3440.639893
	Iteration 11Q: 3 clusters Score -2437974 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -2438219.750000 Penalty: 3440.639893
	Iteration 12Q: 3 clusters Score -2438220 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2438443.000000 Penalty: 3440.639893
	Iteration 13Q: 3 clusters Score -2438443 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -2438584.500000 Penalty: 3440.639893
	Iteration 14Q: 3 clusters Score -2438584 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2438680.750000 Penalty: 3440.639893
	Iteration 15Q: 3 clusters Score -2438681 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2438748.500000 Penalty: 3440.639893
	Iteration 16Q: 3 clusters Score -2438748 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2438799.750000 Penalty: 3440.639893
	Iteration 17Q: 3 clusters Score -2438800 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -2438860.250000 Penalty: 3440.639893
	Iteration 18Q: 3 clusters Score -2438860 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -2438902.750000 Penalty: 3440.639893
	Iteration 19Q: 3 clusters Score -2438903 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -2438925.750000 Penalty: 3440.639893
	Iteration 20F: 3 clusters Score -2438926 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -2438944.250000 Penalty: 3440.639893
	Iteration 21Q: 3 clusters Score -2438944 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -2438956.250000 Penalty: 3440.639893
	Iteration 22Q: 3 clusters Score -2438956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -2438978.750000 Penalty: 3440.639893
	Iteration 23Q: 3 clusters Score -2438979 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -2438983.250000 Penalty: 3440.639893
	Iteration 24Q: 3 clusters Score -2438983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2438990.500000 Penalty: 3440.639893
	Iteration 25Q: 3 clusters Score -2438990 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -2438992.000000 Penalty: 3440.639893
	Iteration 26Q: 3 clusters Score -2438992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2438994.750000 Penalty: 3440.639893
	Iteration 27Q: 3 clusters Score -2438995 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2439012.000000 Penalty: 3440.639893
	Iteration 28Q: 3 clusters Score -2439012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -2439017.250000 Penalty: 3440.639893
	Iteration 29Q: 3 clusters Score -2439017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2439018.000000 Penalty: 3440.639893
	Iteration 30Q: 3 clusters Score -2439018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -2439029.250000 Penalty: 3440.639893
	Iteration 31Q: 3 clusters Score -2439029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2439035.000000 Penalty: 3440.639893
	Iteration 32Q: 3 clusters Score -2439035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -2439038.500000 Penalty: 3440.639893
	Iteration 33Q: 3 clusters Score -2439038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -2439041.750000 Penalty: 3440.639893
	Iteration 34Q: 3 clusters Score -2439042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2439041.500000 Penalty: 3440.639893
	Iteration 35Q: 3 clusters Score -2439042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -2439046.250000 Penalty: 3440.639893
	Iteration 36Q: 3 clusters Score -2439046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2439036.750000 Penalty: 3440.639893
	Iteration 37Q: 3 clusters Score -2439037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2439042.250000 Penalty: 3440.639893
	Iteration 38Q: 3 clusters Score -2439042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -2439048.000000 Penalty: 3440.639893
	Iteration 39Q: 3 clusters Score -2439048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -2439054.000000 Penalty: 3440.639893
	Iteration 40F: 3 clusters Score -2439054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -2439062.000000 Penalty: 3440.639893
	Iteration 41Q: 3 clusters Score -2439062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -2439053.750000 Penalty: 3440.639893
	Iteration 42Q: 3 clusters Score -2439054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2439054.000000 Penalty: 3440.639893
	Iteration 43Q: 3 clusters Score -2439054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -2439053.500000 Penalty: 3440.639893
	Iteration 44Q: 3 clusters Score -2439054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2439058.000000 Penalty: 3440.639893
	Iteration 45Q: 3 clusters Score -2439058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -2439055.500000 Penalty: 3440.639893
	Iteration 46Q: 3 clusters Score -2439056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2439057.250000 Penalty: 3440.639893
	Iteration 47Q: 3 clusters Score -2439057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -2439059.250000 Penalty: 3440.639893
	Iteration 48Q: 3 clusters Score -2439059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -2439059.000000 Penalty: 3440.639893
	Iteration 49Q: 3 clusters Score -2439059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -2439062.500000 Penalty: 3440.639893
	Iteration 50Q: 3 clusters Score -2439062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2439062.500000 Penalty: 3440.639893
	Iteration 51Q: 3 clusters Score -2439062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2439064.000000 Penalty: 3440.639893
	Iteration 52Q: 3 clusters Score -2439064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -2439062.000000 Penalty: 3440.639893
	Iteration 53Q: 3 clusters Score -2439062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -2439069.750000 Penalty: 3440.639893
	Iteration 54Q: 3 clusters Score -2439070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -2439066.250000 Penalty: 3440.639893
	Iteration 55Q: 3 clusters Score -2439066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -2439070.750000 Penalty: 3440.639893
	Iteration 56Q: 3 clusters Score -2439071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -2439070.000000 Penalty: 3440.639893
	Iteration 57Q: 3 clusters Score -2439070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -2439068.500000 Penalty: 3440.639893
	Iteration 58Q: 3 clusters Score -2439068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -2439072.750000 Penalty: 3440.639893
	Iteration 59Q: 3 clusters Score -2439073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -2439072.750000 Penalty: 3440.639893
	Iteration 60F: 3 clusters Score -2439073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -2439079.750000 Penalty: 3440.639893
	Iteration 61Q: 3 clusters Score -2439080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -2439078.500000 Penalty: 3440.639893
	Iteration 62Q: 3 clusters Score -2439078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -2439077.750000 Penalty: 3440.639893
	Iteration 63Q: 3 clusters Score -2439078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -2439075.750000 Penalty: 3440.639893
	Iteration 64Q: 3 clusters Score -2439076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -2439074.000000 Penalty: 3440.639893
	Iteration 65Q: 3 clusters Score -2439074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -2439077.250000 Penalty: 3440.639893
	Iteration 66Q: 3 clusters Score -2439077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2439077.750000 Penalty: 3440.639893
	Iteration 67Q: 3 clusters Score -2439078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -2439082.000000 Penalty: 3440.639893
	Iteration 68Q: 3 clusters Score -2439082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -2439081.750000 Penalty: 3440.639893
	Iteration 69Q: 3 clusters Score -2439082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -2439081.750000 Penalty: 3440.639893
	Iteration 70Q: 3 clusters Score -2439082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -2439078.250000 Penalty: 3440.639893
	Iteration 71Q: 3 clusters Score -2439078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -2439082.000000 Penalty: 3440.639893
	Iteration 72Q: 3 clusters Score -2439082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -2439080.750000 Penalty: 3440.639893
	Iteration 73Q: 3 clusters Score -2439081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2439084.250000 Penalty: 3440.639893
	Iteration 74Q: 3 clusters Score -2439084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -2439083.000000 Penalty: 3440.639893
	Iteration 75Q: 3 clusters Score -2439083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -2439082.000000 Penalty: 3440.639893
	Iteration 76Q: 3 clusters Score -2439082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -2439084.250000 Penalty: 3440.639893
	Iteration 77Q: 3 clusters Score -2439084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -2439084.750000 Penalty: 3440.639893
	Iteration 78Q: 3 clusters Score -2439085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -2439083.750000 Penalty: 3440.639893
	Iteration 79Q: 3 clusters Score -2439084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -2439086.000000 Penalty: 3440.639893
	Iteration 80F: 3 clusters Score -2439086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -190519.078125 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -190519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -187356.281250 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -187356.3 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -188204.750000 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -188204.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -188406.937500 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -188406.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -188631.578125 Penalty: 2668.996582
	Iteration 3F: 3 clusters Score -188631.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -188925.406250 Penalty: 2668.996582
	Iteration 4F: 3 clusters Score -188925.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -189265.828125 Penalty: 2668.996582
	Iteration 5F: 3 clusters Score -189265.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -189548.734375 Penalty: 2668.996582
	Iteration 6F: 3 clusters Score -189548.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -189736.703125 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -189736.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -189857.218750 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -189857.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -189937.281250 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -189937.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -189978.562500 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -189978.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -190003.359375 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -190003.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -190011.062500 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -190011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -190014.546875 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -190014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -190014.859375 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -190014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -190016.031250 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -190016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -190017.265625 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -190017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -190017.578125 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -190017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -190017.656250 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -190017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -190018.281250 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -190018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -190018.281250 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -190018.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Entering Unmasked Estep 
Score: -850723.125000 Penalty: 1546.742188
	Iteration 0F: 2 clusters Score -850723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -841260.125000 Penalty: 3093.484375
	Iteration 0F: 3 clusters Score -841260.1 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -844606.562500 Penalty: 3093.484375
	Iteration 1F: 3 clusters Score -844606.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -844869.625000 Penalty: 3093.484375
	Iteration 2F: 3 clusters Score -844869.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -845104.937500 Penalty: 3093.484375
	Iteration 3Q: 3 clusters Score -845104.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -845304.625000 Penalty: 3093.484375
	Iteration 4Q: 3 clusters Score -845304.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -845479.875000 Penalty: 3093.484375
	Iteration 5Q: 3 clusters Score -845479.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -845617.000000 Penalty: 3093.484375
	Iteration 6Q: 3 clusters Score -845617 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -845745.625000 Penalty: 3093.484375
	Iteration 7Q: 3 clusters Score -845745.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -845855.250000 Penalty: 3093.484375
	Iteration 8Q: 3 clusters Score -845855.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -845986.812500 Penalty: 3093.484375
	Iteration 9Q: 3 clusters Score -845986.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -846146.937500 Penalty: 3093.484375
	Iteration 10Q: 3 clusters Score -846146.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -846341.687500 Penalty: 3093.484375
	Iteration 11Q: 3 clusters Score -846341.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -846609.187500 Penalty: 3093.484375
	Iteration 12Q: 3 clusters Score -846609.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -846924.125000 Penalty: 3093.484375
	Iteration 13Q: 3 clusters Score -846924.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -847322.500000 Penalty: 3093.484375
	Iteration 14Q: 3 clusters Score -847322.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -847791.437500 Penalty: 3093.484375
	Iteration 15Q: 3 clusters Score -847791.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -848248.625000 Penalty: 3093.484375
	Iteration 16Q: 3 clusters Score -848248.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -848553.625000 Penalty: 3093.484375
	Iteration 17Q: 3 clusters Score -848553.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -848764.625000 Penalty: 3093.484375
	Iteration 18Q: 3 clusters Score -848764.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -848901.875000 Penalty: 3093.484375
	Iteration 19Q: 3 clusters Score -848901.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -848993.812500 Penalty: 3093.484375
	Iteration 20F: 3 clusters Score -848993.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -849057.437500 Penalty: 3093.484375
	Iteration 21Q: 3 clusters Score -849057.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -849104.687500 Penalty: 3093.484375
	Iteration 22Q: 3 clusters Score -849104.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -849155.250000 Penalty: 3093.484375
	Iteration 23Q: 3 clusters Score -849155.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -849201.500000 Penalty: 3093.484375
	Iteration 24Q: 3 clusters Score -849201.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -849232.687500 Penalty: 3093.484375
	Iteration 25Q: 3 clusters Score -849232.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -849259.000000 Penalty: 3093.484375
	Iteration 26Q: 3 clusters Score -849259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -849284.062500 Penalty: 3093.484375
	Iteration 27Q: 3 clusters Score -849284.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -849301.500000 Penalty: 3093.484375
	Iteration 28Q: 3 clusters Score -849301.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -849324.375000 Penalty: 3093.484375
	Iteration 29Q: 3 clusters Score -849324.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -849338.875000 Penalty: 3093.484375
	Iteration 30Q: 3 clusters Score -849338.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -849349.125000 Penalty: 3093.484375
	Iteration 31Q: 3 clusters Score -849349.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -849357.875000 Penalty: 3093.484375
	Iteration 32Q: 3 clusters Score -849357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -849362.250000 Penalty: 3093.484375
	Iteration 33Q: 3 clusters Score -849362.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -849367.187500 Penalty: 3093.484375
	Iteration 34Q: 3 clusters Score -849367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -849370.687500 Penalty: 3093.484375
	Iteration 35Q: 3 clusters Score -849370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -849373.375000 Penalty: 3093.484375
	Iteration 36Q: 3 clusters Score -849373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -849375.625000 Penalty: 3093.484375
	Iteration 37Q: 3 clusters Score -849375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -849376.250000 Penalty: 3093.484375
	Iteration 38Q: 3 clusters Score -849376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -849377.625000 Penalty: 3093.484375
	Iteration 39Q: 3 clusters Score -849377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -849377.625000 Penalty: 3093.484375
	Iteration 40F: 3 clusters Score -849377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Entering Unmasked Estep 
Score: -1776401.000000 Penalty: 1667.063477
	Iteration 0F: 2 clusters Score -1776401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1757061.000000 Penalty: 3334.126953
	Iteration 0F: 3 clusters Score -1757061 nChanged 13250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1764579.625000 Penalty: 3334.126953
	Iteration 1F: 3 clusters Score -1764580 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1764980.750000 Penalty: 3334.126953
	Iteration 2Q: 3 clusters Score -1764981 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1765284.625000 Penalty: 3334.126953
	Iteration 3Q: 3 clusters Score -1765285 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1765540.375000 Penalty: 3334.126953
	Iteration 4Q: 3 clusters Score -1765540 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1765831.000000 Penalty: 3334.126953
	Iteration 5Q: 3 clusters Score -1765831 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1766206.000000 Penalty: 3334.126953
	Iteration 6Q: 3 clusters Score -1766206 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1766716.500000 Penalty: 3334.126953
	Iteration 7Q: 3 clusters Score -1766716 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1767392.250000 Penalty: 3334.126953
	Iteration 8Q: 3 clusters Score -1767392 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1768287.500000 Penalty: 3334.126953
	Iteration 9F: 3 clusters Score -1768288 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1769322.125000 Penalty: 3334.126953
	Iteration 10F: 3 clusters Score -1769322 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1770305.500000 Penalty: 3334.126953
	Iteration 11Q: 3 clusters Score -1770306 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1771052.875000 Penalty: 3334.126953
	Iteration 12Q: 3 clusters Score -1771053 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1771573.375000 Penalty: 3334.126953
	Iteration 13Q: 3 clusters Score -1771573 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1771942.375000 Penalty: 3334.126953
	Iteration 14Q: 3 clusters Score -1771942 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1772241.250000 Penalty: 3334.126953
	Iteration 15Q: 3 clusters Score -1772241 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1772492.375000 Penalty: 3334.126953
	Iteration 16Q: 3 clusters Score -1772492 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1772733.125000 Penalty: 3334.126953
	Iteration 17Q: 3 clusters Score -1772733 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1772982.250000 Penalty: 3334.126953
	Iteration 18Q: 3 clusters Score -1772982 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1773246.125000 Penalty: 3334.126953
	Iteration 19Q: 3 clusters Score -1773246 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1773493.750000 Penalty: 3334.126953
	Iteration 20F: 3 clusters Score -1773494 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1773736.625000 Penalty: 3334.126953
	Iteration 21Q: 3 clusters Score -1773737 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1773957.000000 Penalty: 3334.126953
	Iteration 22Q: 3 clusters Score -1773957 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1774152.875000 Penalty: 3334.126953
	Iteration 23Q: 3 clusters Score -1774153 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1774317.250000 Penalty: 3334.126953
	Iteration 24Q: 3 clusters Score -1774317 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1774450.625000 Penalty: 3334.126953
	Iteration 25Q: 3 clusters Score -1774451 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1774561.000000 Penalty: 3334.126953
	Iteration 26Q: 3 clusters Score -1774561 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1774645.625000 Penalty: 3334.126953
	Iteration 27Q: 3 clusters Score -1774646 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1774720.875000 Penalty: 3334.126953
	Iteration 28Q: 3 clusters Score -1774721 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1774776.750000 Penalty: 3334.126953
	Iteration 29Q: 3 clusters Score -1774777 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1774825.625000 Penalty: 3334.126953
	Iteration 30Q: 3 clusters Score -1774826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1774863.375000 Penalty: 3334.126953
	Iteration 31Q: 3 clusters Score -1774863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1774884.875000 Penalty: 3334.126953
	Iteration 32Q: 3 clusters Score -1774885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1774902.250000 Penalty: 3334.126953
	Iteration 33Q: 3 clusters Score -1774902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1774920.875000 Penalty: 3334.126953
	Iteration 34Q: 3 clusters Score -1774921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1774941.500000 Penalty: 3334.126953
	Iteration 35Q: 3 clusters Score -1774942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1774959.375000 Penalty: 3334.126953
	Iteration 36Q: 3 clusters Score -1774959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1774976.375000 Penalty: 3334.126953
	Iteration 37Q: 3 clusters Score -1774976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1774985.125000 Penalty: 3334.126953
	Iteration 38Q: 3 clusters Score -1774985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1774990.750000 Penalty: 3334.126953
	Iteration 39Q: 3 clusters Score -1774991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1774995.250000 Penalty: 3334.126953
	Iteration 40F: 3 clusters Score -1774995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1774998.500000 Penalty: 3334.126953
	Iteration 41Q: 3 clusters Score -1774998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1774999.375000 Penalty: 3334.126953
	Iteration 42Q: 3 clusters Score -1774999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1775006.625000 Penalty: 3334.126953
	Iteration 43Q: 3 clusters Score -1775007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1775011.000000 Penalty: 3334.126953
	Iteration 44Q: 3 clusters Score -1775011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1775014.750000 Penalty: 3334.126953
	Iteration 45Q: 3 clusters Score -1775015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1775013.750000 Penalty: 3334.126953
	Iteration 46Q: 3 clusters Score -1775014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1775016.250000 Penalty: 3334.126953
	Iteration 47Q: 3 clusters Score -1775016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1775020.375000 Penalty: 3334.126953
	Iteration 48Q: 3 clusters Score -1775020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1775022.375000 Penalty: 3334.126953
	Iteration 49Q: 3 clusters Score -1775022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1775025.750000 Penalty: 3334.126953
	Iteration 50Q: 3 clusters Score -1775026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1775031.875000 Penalty: 3334.126953
	Iteration 51Q: 3 clusters Score -1775032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1775036.500000 Penalty: 3334.126953
	Iteration 52Q: 3 clusters Score -1775036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1775042.375000 Penalty: 3334.126953
	Iteration 53Q: 3 clusters Score -1775042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1775042.000000 Penalty: 3334.126953
	Iteration 54Q: 3 clusters Score -1775042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1775044.875000 Penalty: 3334.126953
	Iteration 55Q: 3 clusters Score -1775045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1775047.750000 Penalty: 3334.126953
	Iteration 56Q: 3 clusters Score -1775048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1775046.875000 Penalty: 3334.126953
	Iteration 57Q: 3 clusters Score -1775047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1775046.375000 Penalty: 3334.126953
	Iteration 58Q: 3 clusters Score -1775046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1775046.375000 Penalty: 3334.126953
	Iteration 59F: 3 clusters Score -1775046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -261213.328125 Penalty: 1353.804443
	Iteration 0F: 2 clusters Score -261213.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -257784.515625 Penalty: 2707.608887
	Iteration 0F: 3 clusters Score -257784.5 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -258666.656250 Penalty: 2707.608887
	Iteration 1F: 3 clusters Score -258666.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -258795.656250 Penalty: 2707.608887
	Iteration 2F: 3 clusters Score -258795.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -258903.343750 Penalty: 2707.608887
	Iteration 3Q: 3 clusters Score -258903.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -258973.781250 Penalty: 2707.608887
	Iteration 4Q: 3 clusters Score -258973.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -259036.828125 Penalty: 2707.608887
	Iteration 5Q: 3 clusters Score -259036.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -259104.078125 Penalty: 2707.608887
	Iteration 6Q: 3 clusters Score -259104.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -259172.062500 Penalty: 2707.608887
	Iteration 7Q: 3 clusters Score -259172.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -259236.703125 Penalty: 2707.608887
	Iteration 8Q: 3 clusters Score -259236.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -259306.390625 Penalty: 2707.608887
	Iteration 9Q: 3 clusters Score -259306.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -259378.046875 Penalty: 2707.608887
	Iteration 10Q: 3 clusters Score -259378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -259471.609375 Penalty: 2707.608887
	Iteration 11Q: 3 clusters Score -259471.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -259540.984375 Penalty: 2707.608887
	Iteration 12Q: 3 clusters Score -259541 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -259624.750000 Penalty: 2707.608887
	Iteration 13Q: 3 clusters Score -259624.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -259681.703125 Penalty: 2707.608887
	Iteration 14Q: 3 clusters Score -259681.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -259721.765625 Penalty: 2707.608887
	Iteration 15Q: 3 clusters Score -259721.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -259750.953125 Penalty: 2707.608887
	Iteration 16Q: 3 clusters Score -259751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -259776.500000 Penalty: 2707.608887
	Iteration 17Q: 3 clusters Score -259776.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -259799.406250 Penalty: 2707.608887
	Iteration 18Q: 3 clusters Score -259799.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -259820.640625 Penalty: 2707.608887
	Iteration 19Q: 3 clusters Score -259820.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -259847.546875 Penalty: 2707.608887
	Iteration 20F: 3 clusters Score -259847.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -259871.968750 Penalty: 2707.608887
	Iteration 21Q: 3 clusters Score -259872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -259893.656250 Penalty: 2707.608887
	Iteration 22Q: 3 clusters Score -259893.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -259917.406250 Penalty: 2707.608887
	Iteration 23Q: 3 clusters Score -259917.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -259930.140625 Penalty: 2707.608887
	Iteration 24Q: 3 clusters Score -259930.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -259943.171875 Penalty: 2707.608887
	Iteration 25Q: 3 clusters Score -259943.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -259949.843750 Penalty: 2707.608887
	Iteration 26Q: 3 clusters Score -259949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -259956.562500 Penalty: 2707.608887
	Iteration 27Q: 3 clusters Score -259956.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -259963.250000 Penalty: 2707.608887
	Iteration 28Q: 3 clusters Score -259963.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -259969.046875 Penalty: 2707.608887
	Iteration 29Q: 3 clusters Score -259969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -259978.203125 Penalty: 2707.608887
	Iteration 30Q: 3 clusters Score -259978.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -259981.671875 Penalty: 2707.608887
	Iteration 31Q: 3 clusters Score -259981.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -259985.921875 Penalty: 2707.608887
	Iteration 32Q: 3 clusters Score -259985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -259988.328125 Penalty: 2707.608887
	Iteration 33Q: 3 clusters Score -259988.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -259989.562500 Penalty: 2707.608887
	Iteration 34Q: 3 clusters Score -259989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -259990.515625 Penalty: 2707.608887
	Iteration 35Q: 3 clusters Score -259990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -259991.703125 Penalty: 2707.608887
	Iteration 36Q: 3 clusters Score -259991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -259993.703125 Penalty: 2707.608887
	Iteration 37Q: 3 clusters Score -259993.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -259994.562500 Penalty: 2707.608887
	Iteration 38Q: 3 clusters Score -259994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -259995.843750 Penalty: 2707.608887
	Iteration 39Q: 3 clusters Score -259995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -259998.421875 Penalty: 2707.608887
	Iteration 40F: 3 clusters Score -259998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -259999.484375 Penalty: 2707.608887
	Iteration 41Q: 3 clusters Score -259999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -260000.703125 Penalty: 2707.608887
	Iteration 42Q: 3 clusters Score -260000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -260000.703125 Penalty: 2707.608887
	Iteration 43F: 3 clusters Score -260000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Entering Unmasked Estep 
Score: -604906.437500 Penalty: 1499.371582
	Iteration 0F: 2 clusters Score -604906.4 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 5174 members 
Entering Unmasked Estep 
Score: -597638.062500 Penalty: 2998.743164
	Iteration 0F: 3 clusters Score -597638.1 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -600125.375000 Penalty: 2998.743164
	Iteration 1F: 3 clusters Score -600125.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -600475.500000 Penalty: 2998.743164
	Iteration 2F: 3 clusters Score -600475.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -600816.187500 Penalty: 2998.743164
	Iteration 3F: 3 clusters Score -600816.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -601158.437500 Penalty: 2998.743164
	Iteration 4F: 3 clusters Score -601158.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -601573.562500 Penalty: 2998.743164
	Iteration 5F: 3 clusters Score -601573.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -602001.500000 Penalty: 2998.743164
	Iteration 6F: 3 clusters Score -602001.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -602387.375000 Penalty: 2998.743164
	Iteration 7Q: 3 clusters Score -602387.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -602746.812500 Penalty: 2998.743164
	Iteration 8Q: 3 clusters Score -602746.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -603070.937500 Penalty: 2998.743164
	Iteration 9Q: 3 clusters Score -603070.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -603288.000000 Penalty: 2998.743164
	Iteration 10Q: 3 clusters Score -603288 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -603488.437500 Penalty: 2998.743164
	Iteration 11Q: 3 clusters Score -603488.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -603657.125000 Penalty: 2998.743164
	Iteration 12Q: 3 clusters Score -603657.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -603781.187500 Penalty: 2998.743164
	Iteration 13Q: 3 clusters Score -603781.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -603839.562500 Penalty: 2998.743164
	Iteration 14Q: 3 clusters Score -603839.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -603889.562500 Penalty: 2998.743164
	Iteration 15Q: 3 clusters Score -603889.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -603927.875000 Penalty: 2998.743164
	Iteration 16Q: 3 clusters Score -603927.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -603950.000000 Penalty: 2998.743164
	Iteration 17Q: 3 clusters Score -603950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -603959.250000 Penalty: 2998.743164
	Iteration 18Q: 3 clusters Score -603959.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -603967.437500 Penalty: 2998.743164
	Iteration 19Q: 3 clusters Score -603967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -603970.875000 Penalty: 2998.743164
	Iteration 20F: 3 clusters Score -603970.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -603974.000000 Penalty: 2998.743164
	Iteration 21Q: 3 clusters Score -603974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -603975.000000 Penalty: 2998.743164
	Iteration 22Q: 3 clusters Score -603975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -603976.437500 Penalty: 2998.743164
	Iteration 23Q: 3 clusters Score -603976.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -603979.312500 Penalty: 2998.743164
	Iteration 24Q: 3 clusters Score -603979.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -603982.375000 Penalty: 2998.743164
	Iteration 25Q: 3 clusters Score -603982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -603983.000000 Penalty: 2998.743164
	Iteration 26Q: 3 clusters Score -603983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -603984.375000 Penalty: 2998.743164
	Iteration 27Q: 3 clusters Score -603984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -603984.375000 Penalty: 2998.743164
	Iteration 28F: 3 clusters Score -603984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -82722.585938 Penalty: 1188.181519
	Iteration 0F: 2 clusters Score -82722.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -80951.164062 Penalty: 2376.363037
	Iteration 0F: 3 clusters Score -80951.16 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -81285.976562 Penalty: 2376.363037
	Iteration 1F: 3 clusters Score -81285.98 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -81368.148438 Penalty: 2376.363037
	Iteration 2F: 3 clusters Score -81368.15 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -81436.437500 Penalty: 2376.363037
	Iteration 3Q: 3 clusters Score -81436.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -81482.554688 Penalty: 2376.363037
	Iteration 4Q: 3 clusters Score -81482.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -81527.765625 Penalty: 2376.363037
	Iteration 5Q: 3 clusters Score -81527.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -81575.812500 Penalty: 2376.363037
	Iteration 6Q: 3 clusters Score -81575.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -81612.710938 Penalty: 2376.363037
	Iteration 7Q: 3 clusters Score -81612.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -81641.382812 Penalty: 2376.363037
	Iteration 8Q: 3 clusters Score -81641.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -81668.515625 Penalty: 2376.363037
	Iteration 9Q: 3 clusters Score -81668.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -81700.648438 Penalty: 2376.363037
	Iteration 10Q: 3 clusters Score -81700.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -81739.070312 Penalty: 2376.363037
	Iteration 11Q: 3 clusters Score -81739.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -81779.398438 Penalty: 2376.363037
	Iteration 12Q: 3 clusters Score -81779.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -81816.210938 Penalty: 2376.363037
	Iteration 13Q: 3 clusters Score -81816.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -81860.179688 Penalty: 2376.363037
	Iteration 14Q: 3 clusters Score -81860.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -81892.062500 Penalty: 2376.363037
	Iteration 15Q: 3 clusters Score -81892.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -81923.546875 Penalty: 2376.363037
	Iteration 16Q: 3 clusters Score -81923.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -81962.515625 Penalty: 2376.363037
	Iteration 17Q: 3 clusters Score -81962.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -81997.273438 Penalty: 2376.363037
	Iteration 18Q: 3 clusters Score -81997.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -82018.437500 Penalty: 2376.363037
	Iteration 19Q: 3 clusters Score -82018.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -82036.343750 Penalty: 2376.363037
	Iteration 20F: 3 clusters Score -82036.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -82052.734375 Penalty: 2376.363037
	Iteration 21Q: 3 clusters Score -82052.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -82066.375000 Penalty: 2376.363037
	Iteration 22Q: 3 clusters Score -82066.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -82075.789062 Penalty: 2376.363037
	Iteration 23Q: 3 clusters Score -82075.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -82079.726562 Penalty: 2376.363037
	Iteration 24Q: 3 clusters Score -82079.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -82083.578125 Penalty: 2376.363037
	Iteration 25Q: 3 clusters Score -82083.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -82083.578125 Penalty: 2376.363037
	Iteration 26F: 3 clusters Score -82083.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Entering Unmasked Estep 
Score: -373241.968750 Penalty: 1420.720093
	Iteration 0F: 2 clusters Score -373242 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 3213 members 
Entering Unmasked Estep 
Score: -368438.187500 Penalty: 2841.440186
	Iteration 0F: 3 clusters Score -368438.2 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -369882.468750 Penalty: 2841.440186
	Iteration 1F: 3 clusters Score -369882.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -370101.187500 Penalty: 2841.440186
	Iteration 2F: 3 clusters Score -370101.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -370266.375000 Penalty: 2841.440186
	Iteration 3Q: 3 clusters Score -370266.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -370437.531250 Penalty: 2841.440186
	Iteration 4Q: 3 clusters Score -370437.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -370595.031250 Penalty: 2841.440186
	Iteration 5Q: 3 clusters Score -370595 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -370747.781250 Penalty: 2841.440186
	Iteration 6Q: 3 clusters Score -370747.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -370881.500000 Penalty: 2841.440186
	Iteration 7Q: 3 clusters Score -370881.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -371034.968750 Penalty: 2841.440186
	Iteration 8Q: 3 clusters Score -371035 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -371192.281250 Penalty: 2841.440186
	Iteration 9Q: 3 clusters Score -371192.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -371312.750000 Penalty: 2841.440186
	Iteration 10Q: 3 clusters Score -371312.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -371410.437500 Penalty: 2841.440186
	Iteration 11Q: 3 clusters Score -371410.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -371517.093750 Penalty: 2841.440186
	Iteration 12Q: 3 clusters Score -371517.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -371593.875000 Penalty: 2841.440186
	Iteration 13Q: 3 clusters Score -371593.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -371659.687500 Penalty: 2841.440186
	Iteration 14Q: 3 clusters Score -371659.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -371735.281250 Penalty: 2841.440186
	Iteration 15Q: 3 clusters Score -371735.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -371801.406250 Penalty: 2841.440186
	Iteration 16Q: 3 clusters Score -371801.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -371840.937500 Penalty: 2841.440186
	Iteration 17Q: 3 clusters Score -371840.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -371873.750000 Penalty: 2841.440186
	Iteration 18Q: 3 clusters Score -371873.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -371900.531250 Penalty: 2841.440186
	Iteration 19Q: 3 clusters Score -371900.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -371921.031250 Penalty: 2841.440186
	Iteration 20F: 3 clusters Score -371921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -371945.937500 Penalty: 2841.440186
	Iteration 21Q: 3 clusters Score -371945.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -371964.031250 Penalty: 2841.440186
	Iteration 22Q: 3 clusters Score -371964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -371978.156250 Penalty: 2841.440186
	Iteration 23Q: 3 clusters Score -371978.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -371985.906250 Penalty: 2841.440186
	Iteration 24Q: 3 clusters Score -371985.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -371993.531250 Penalty: 2841.440186
	Iteration 25Q: 3 clusters Score -371993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -371999.687500 Penalty: 2841.440186
	Iteration 26Q: 3 clusters Score -371999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -372002.343750 Penalty: 2841.440186
	Iteration 27Q: 3 clusters Score -372002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -372006.312500 Penalty: 2841.440186
	Iteration 28Q: 3 clusters Score -372006.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -372012.656250 Penalty: 2841.440186
	Iteration 29Q: 3 clusters Score -372012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -372014.125000 Penalty: 2841.440186
	Iteration 30Q: 3 clusters Score -372014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -372016.281250 Penalty: 2841.440186
	Iteration 31Q: 3 clusters Score -372016.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -372018.156250 Penalty: 2841.440186
	Iteration 32Q: 3 clusters Score -372018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -372022.093750 Penalty: 2841.440186
	Iteration 33Q: 3 clusters Score -372022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -372026.531250 Penalty: 2841.440186
	Iteration 34Q: 3 clusters Score -372026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -372033.062500 Penalty: 2841.440186
	Iteration 35Q: 3 clusters Score -372033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -372034.718750 Penalty: 2841.440186
	Iteration 36Q: 3 clusters Score -372034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -372037.406250 Penalty: 2841.440186
	Iteration 37Q: 3 clusters Score -372037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -372040.093750 Penalty: 2841.440186
	Iteration 38Q: 3 clusters Score -372040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -372041.468750 Penalty: 2841.440186
	Iteration 39Q: 3 clusters Score -372041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -372044.250000 Penalty: 2841.440186
	Iteration 40F: 3 clusters Score -372044.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Entering Unmasked Estep 
Score: -397199.937500 Penalty: 1430.654053
	Iteration 0F: 2 clusters Score -397199.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -392155.750000 Penalty: 2861.308105
	Iteration 0F: 3 clusters Score -392155.8 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -393710.218750 Penalty: 2861.308105
	Iteration 1F: 3 clusters Score -393710.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -393972.781250 Penalty: 2861.308105
	Iteration 2F: 3 clusters Score -393972.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -394230.468750 Penalty: 2861.308105
	Iteration 3F: 3 clusters Score -394230.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -394531.593750 Penalty: 2861.308105
	Iteration 4F: 3 clusters Score -394531.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -394910.656250 Penalty: 2861.308105
	Iteration 5F: 3 clusters Score -394910.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -395259.406250 Penalty: 2861.308105
	Iteration 6F: 3 clusters Score -395259.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -395542.500000 Penalty: 2861.308105
	Iteration 7F: 3 clusters Score -395542.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -395762.875000 Penalty: 2861.308105
	Iteration 8Q: 3 clusters Score -395762.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -395899.187500 Penalty: 2861.308105
	Iteration 9Q: 3 clusters Score -395899.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -395985.531250 Penalty: 2861.308105
	Iteration 10Q: 3 clusters Score -395985.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -396055.406250 Penalty: 2861.308105
	Iteration 11Q: 3 clusters Score -396055.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -396101.281250 Penalty: 2861.308105
	Iteration 12Q: 3 clusters Score -396101.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -396129.062500 Penalty: 2861.308105
	Iteration 13Q: 3 clusters Score -396129.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -396147.343750 Penalty: 2861.308105
	Iteration 14Q: 3 clusters Score -396147.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -396166.937500 Penalty: 2861.308105
	Iteration 15Q: 3 clusters Score -396166.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -396189.656250 Penalty: 2861.308105
	Iteration 16Q: 3 clusters Score -396189.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -396204.687500 Penalty: 2861.308105
	Iteration 17Q: 3 clusters Score -396204.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -396217.218750 Penalty: 2861.308105
	Iteration 18Q: 3 clusters Score -396217.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -396224.000000 Penalty: 2861.308105
	Iteration 19Q: 3 clusters Score -396224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -396231.125000 Penalty: 2861.308105
	Iteration 20F: 3 clusters Score -396231.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -396237.156250 Penalty: 2861.308105
	Iteration 21Q: 3 clusters Score -396237.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -396243.968750 Penalty: 2861.308105
	Iteration 22Q: 3 clusters Score -396244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -396253.812500 Penalty: 2861.308105
	Iteration 23Q: 3 clusters Score -396253.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -396260.656250 Penalty: 2861.308105
	Iteration 24Q: 3 clusters Score -396260.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -396269.000000 Penalty: 2861.308105
	Iteration 25Q: 3 clusters Score -396269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -396274.843750 Penalty: 2861.308105
	Iteration 26Q: 3 clusters Score -396274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -396280.812500 Penalty: 2861.308105
	Iteration 27Q: 3 clusters Score -396280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -396283.187500 Penalty: 2861.308105
	Iteration 28Q: 3 clusters Score -396283.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -396288.656250 Penalty: 2861.308105
	Iteration 29Q: 3 clusters Score -396288.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -396289.562500 Penalty: 2861.308105
	Iteration 30Q: 3 clusters Score -396289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -396289.718750 Penalty: 2861.308105
	Iteration 31Q: 3 clusters Score -396289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -396290.062500 Penalty: 2861.308105
	Iteration 32Q: 3 clusters Score -396290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -396289.343750 Penalty: 2861.308105
	Iteration 33Q: 3 clusters Score -396289.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -396289.343750 Penalty: 2861.308105
	Iteration 34F: 3 clusters Score -396289.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Entering Unmasked Estep 
Score: -6231441.500000 Penalty: 1873.170410
	Iteration 0F: 2 clusters Score -6231442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -6163711.500000 Penalty: 3746.340820
	Iteration 0F: 3 clusters Score -6163712 nChanged 48331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -6191478.000000 Penalty: 3746.340820
	Iteration 1F: 3 clusters Score -6191478 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -6192319.000000 Penalty: 3746.340820
	Iteration 2Q: 3 clusters Score -6192319 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -6193361.000000 Penalty: 3746.340820
	Iteration 3Q: 3 clusters Score -6193361 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -6194752.500000 Penalty: 3746.340820
	Iteration 4Q: 3 clusters Score -6194752 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -6196908.000000 Penalty: 3746.340820
	Iteration 5Q: 3 clusters Score -6196908 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -6200531.000000 Penalty: 3746.340820
	Iteration 6F: 3 clusters Score -6200531 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -6206268.500000 Penalty: 3746.340820
	Iteration 7F: 3 clusters Score -6206268 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -6214034.500000 Penalty: 3746.340820
	Iteration 8F: 3 clusters Score -6214034 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -6221363.000000 Penalty: 3746.340820
	Iteration 9F: 3 clusters Score -6221363 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6226419.000000 Penalty: 3746.340820
	Iteration 10Q: 3 clusters Score -6226419 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6228651.000000 Penalty: 3746.340820
	Iteration 11Q: 3 clusters Score -6228651 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6229373.500000 Penalty: 3746.340820
	Iteration 12Q: 3 clusters Score -6229374 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6229586.000000 Penalty: 3746.340820
	Iteration 13Q: 3 clusters Score -6229586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -6229663.500000 Penalty: 3746.340820
	Iteration 14Q: 3 clusters Score -6229664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6229699.500000 Penalty: 3746.340820
	Iteration 15Q: 3 clusters Score -6229700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6229717.000000 Penalty: 3746.340820
	Iteration 16Q: 3 clusters Score -6229717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6229733.500000 Penalty: 3746.340820
	Iteration 17Q: 3 clusters Score -6229734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6229744.500000 Penalty: 3746.340820
	Iteration 18Q: 3 clusters Score -6229744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6229754.500000 Penalty: 3746.340820
	Iteration 19Q: 3 clusters Score -6229754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6229759.500000 Penalty: 3746.340820
	Iteration 20F: 3 clusters Score -6229760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6229763.000000 Penalty: 3746.340820
	Iteration 21Q: 3 clusters Score -6229763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101302 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6229768.000000 Penalty: 3746.340820
	Iteration 22Q: 3 clusters Score -6229768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101302 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6229768.000000 Penalty: 3746.340820
	Iteration 23F: 3 clusters Score -6229768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -157073.578125 Penalty: 1289.358398
	Iteration 0F: 2 clusters Score -157073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -154532.953125 Penalty: 2578.716797
	Iteration 0F: 3 clusters Score -154533 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -155194.296875 Penalty: 2578.716797
	Iteration 1F: 3 clusters Score -155194.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -155413.828125 Penalty: 2578.716797
	Iteration 2F: 3 clusters Score -155413.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -155577.890625 Penalty: 2578.716797
	Iteration 3F: 3 clusters Score -155577.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -155701.531250 Penalty: 2578.716797
	Iteration 4F: 3 clusters Score -155701.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -155792.265625 Penalty: 2578.716797
	Iteration 5Q: 3 clusters Score -155792.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -155865.875000 Penalty: 2578.716797
	Iteration 6Q: 3 clusters Score -155865.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -155910.171875 Penalty: 2578.716797
	Iteration 7Q: 3 clusters Score -155910.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -155940.843750 Penalty: 2578.716797
	Iteration 8Q: 3 clusters Score -155940.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -155956.187500 Penalty: 2578.716797
	Iteration 9Q: 3 clusters Score -155956.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -155969.265625 Penalty: 2578.716797
	Iteration 10Q: 3 clusters Score -155969.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -155980.687500 Penalty: 2578.716797
	Iteration 11Q: 3 clusters Score -155980.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -155987.062500 Penalty: 2578.716797
	Iteration 12Q: 3 clusters Score -155987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -155991.093750 Penalty: 2578.716797
	Iteration 13Q: 3 clusters Score -155991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -155995.546875 Penalty: 2578.716797
	Iteration 14Q: 3 clusters Score -155995.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -156001.156250 Penalty: 2578.716797
	Iteration 15Q: 3 clusters Score -156001.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -156008.359375 Penalty: 2578.716797
	Iteration 16Q: 3 clusters Score -156008.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -156015.156250 Penalty: 2578.716797
	Iteration 17Q: 3 clusters Score -156015.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -156023.093750 Penalty: 2578.716797
	Iteration 18Q: 3 clusters Score -156023.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -156029.609375 Penalty: 2578.716797
	Iteration 19Q: 3 clusters Score -156029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -156035.656250 Penalty: 2578.716797
	Iteration 20F: 3 clusters Score -156035.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -156038.968750 Penalty: 2578.716797
	Iteration 21Q: 3 clusters Score -156039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -156040.500000 Penalty: 2578.716797
	Iteration 22Q: 3 clusters Score -156040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -156040.921875 Penalty: 2578.716797
	Iteration 23Q: 3 clusters Score -156040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -156042.187500 Penalty: 2578.716797
	Iteration 24Q: 3 clusters Score -156042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -156043.765625 Penalty: 2578.716797
	Iteration 25Q: 3 clusters Score -156043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -156044.546875 Penalty: 2578.716797
	Iteration 26Q: 3 clusters Score -156044.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -156044.546875 Penalty: 2578.716797
	Iteration 27F: 3 clusters Score -156044.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Entering Unmasked Estep 
Score: -932637.062500 Penalty: 1570.062866
	Iteration 0F: 2 clusters Score -932637.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -921733.375000 Penalty: 3140.125732
	Iteration 0F: 3 clusters Score -921733.4 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -925736.437500 Penalty: 3140.125732
	Iteration 1F: 3 clusters Score -925736.4 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -926257.062500 Penalty: 3140.125732
	Iteration 2F: 3 clusters Score -926257.1 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -926728.500000 Penalty: 3140.125732
	Iteration 3F: 3 clusters Score -926728.5 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -927163.750000 Penalty: 3140.125732
	Iteration 4F: 3 clusters Score -927163.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -927628.375000 Penalty: 3140.125732
	Iteration 5F: 3 clusters Score -927628.4 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -928267.625000 Penalty: 3140.125732
	Iteration 6F: 3 clusters Score -928267.6 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -929041.437500 Penalty: 3140.125732
	Iteration 7F: 3 clusters Score -929041.4 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -929774.562500 Penalty: 3140.125732
	Iteration 8F: 3 clusters Score -929774.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -930409.437500 Penalty: 3140.125732
	Iteration 9F: 3 clusters Score -930409.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -930935.500000 Penalty: 3140.125732
	Iteration 10Q: 3 clusters Score -930935.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -931378.812500 Penalty: 3140.125732
	Iteration 11Q: 3 clusters Score -931378.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -931667.250000 Penalty: 3140.125732
	Iteration 12Q: 3 clusters Score -931667.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -931881.750000 Penalty: 3140.125732
	Iteration 13Q: 3 clusters Score -931881.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -932024.125000 Penalty: 3140.125732
	Iteration 14Q: 3 clusters Score -932024.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -932113.437500 Penalty: 3140.125732
	Iteration 15Q: 3 clusters Score -932113.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -932170.812500 Penalty: 3140.125732
	Iteration 16Q: 3 clusters Score -932170.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -932203.687500 Penalty: 3140.125732
	Iteration 17Q: 3 clusters Score -932203.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -932225.250000 Penalty: 3140.125732
	Iteration 18Q: 3 clusters Score -932225.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -932246.937500 Penalty: 3140.125732
	Iteration 19Q: 3 clusters Score -932246.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -932257.125000 Penalty: 3140.125732
	Iteration 20F: 3 clusters Score -932257.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -932269.562500 Penalty: 3140.125732
	Iteration 21Q: 3 clusters Score -932269.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -932287.250000 Penalty: 3140.125732
	Iteration 22Q: 3 clusters Score -932287.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -932300.375000 Penalty: 3140.125732
	Iteration 23Q: 3 clusters Score -932300.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -932309.125000 Penalty: 3140.125732
	Iteration 24Q: 3 clusters Score -932309.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -932327.062500 Penalty: 3140.125732
	Iteration 25Q: 3 clusters Score -932327.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -932341.562500 Penalty: 3140.125732
	Iteration 26Q: 3 clusters Score -932341.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -932349.687500 Penalty: 3140.125732
	Iteration 27Q: 3 clusters Score -932349.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -932363.500000 Penalty: 3140.125732
	Iteration 28Q: 3 clusters Score -932363.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -932372.875000 Penalty: 3140.125732
	Iteration 29Q: 3 clusters Score -932372.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -932383.250000 Penalty: 3140.125732
	Iteration 30Q: 3 clusters Score -932383.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -932393.000000 Penalty: 3140.125732
	Iteration 31Q: 3 clusters Score -932393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -932400.750000 Penalty: 3140.125732
	Iteration 32Q: 3 clusters Score -932400.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -932405.187500 Penalty: 3140.125732
	Iteration 33Q: 3 clusters Score -932405.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -932410.750000 Penalty: 3140.125732
	Iteration 34Q: 3 clusters Score -932410.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -932417.062500 Penalty: 3140.125732
	Iteration 35Q: 3 clusters Score -932417.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -932422.625000 Penalty: 3140.125732
	Iteration 36Q: 3 clusters Score -932422.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -932428.750000 Penalty: 3140.125732
	Iteration 37Q: 3 clusters Score -932428.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -932431.000000 Penalty: 3140.125732
	Iteration 38Q: 3 clusters Score -932431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -932433.875000 Penalty: 3140.125732
	Iteration 39Q: 3 clusters Score -932433.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -932438.375000 Penalty: 3140.125732
	Iteration 40F: 3 clusters Score -932438.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -932443.812500 Penalty: 3140.125732
	Iteration 41Q: 3 clusters Score -932443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -932444.062500 Penalty: 3140.125732
	Iteration 42Q: 3 clusters Score -932444.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -932446.625000 Penalty: 3140.125732
	Iteration 43Q: 3 clusters Score -932446.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -932447.312500 Penalty: 3140.125732
	Iteration 44Q: 3 clusters Score -932447.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -932450.062500 Penalty: 3140.125732
	Iteration 45Q: 3 clusters Score -932450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -932450.062500 Penalty: 3140.125732
	Iteration 46Q: 3 clusters Score -932450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -932450.812500 Penalty: 3140.125732
	Iteration 47Q: 3 clusters Score -932450.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -932453.250000 Penalty: 3140.125732
	Iteration 48Q: 3 clusters Score -932453.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -932454.062500 Penalty: 3140.125732
	Iteration 49Q: 3 clusters Score -932454.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -932456.125000 Penalty: 3140.125732
	Iteration 50Q: 3 clusters Score -932456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -932454.875000 Penalty: 3140.125732
	Iteration 51Q: 3 clusters Score -932454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -932453.125000 Penalty: 3140.125732
	Iteration 52Q: 3 clusters Score -932453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -932455.312500 Penalty: 3140.125732
	Iteration 53Q: 3 clusters Score -932455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -932455.312500 Penalty: 3140.125732
	Iteration 54F: 3 clusters Score -932455.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -194300.640625 Penalty: 1323.179810
	Iteration 0F: 2 clusters Score -194300.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -191316.390625 Penalty: 2646.359619
	Iteration 0F: 3 clusters Score -191316.4 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -192138.000000 Penalty: 2646.359619
	Iteration 1F: 3 clusters Score -192138 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -192309.156250 Penalty: 2646.359619
	Iteration 2F: 3 clusters Score -192309.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -192409.640625 Penalty: 2646.359619
	Iteration 3F: 3 clusters Score -192409.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -192481.593750 Penalty: 2646.359619
	Iteration 4Q: 3 clusters Score -192481.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -192541.109375 Penalty: 2646.359619
	Iteration 5Q: 3 clusters Score -192541.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -192596.093750 Penalty: 2646.359619
	Iteration 6Q: 3 clusters Score -192596.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -192647.093750 Penalty: 2646.359619
	Iteration 7Q: 3 clusters Score -192647.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -192710.218750 Penalty: 2646.359619
	Iteration 8Q: 3 clusters Score -192710.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -192759.921875 Penalty: 2646.359619
	Iteration 9Q: 3 clusters Score -192759.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -192827.437500 Penalty: 2646.359619
	Iteration 10Q: 3 clusters Score -192827.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -192892.453125 Penalty: 2646.359619
	Iteration 11Q: 3 clusters Score -192892.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -192975.921875 Penalty: 2646.359619
	Iteration 12Q: 3 clusters Score -192975.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -193054.093750 Penalty: 2646.359619
	Iteration 13Q: 3 clusters Score -193054.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -193137.406250 Penalty: 2646.359619
	Iteration 14Q: 3 clusters Score -193137.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -193218.828125 Penalty: 2646.359619
	Iteration 15Q: 3 clusters Score -193218.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -193322.140625 Penalty: 2646.359619
	Iteration 16Q: 3 clusters Score -193322.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -193409.000000 Penalty: 2646.359619
	Iteration 17Q: 3 clusters Score -193409 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -193474.812500 Penalty: 2646.359619
	Iteration 18Q: 3 clusters Score -193474.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -193520.578125 Penalty: 2646.359619
	Iteration 19Q: 3 clusters Score -193520.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -193567.609375 Penalty: 2646.359619
	Iteration 20F: 3 clusters Score -193567.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -193597.656250 Penalty: 2646.359619
	Iteration 21Q: 3 clusters Score -193597.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -193612.156250 Penalty: 2646.359619
	Iteration 22Q: 3 clusters Score -193612.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -193623.140625 Penalty: 2646.359619
	Iteration 23Q: 3 clusters Score -193623.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -193636.296875 Penalty: 2646.359619
	Iteration 24Q: 3 clusters Score -193636.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -193646.671875 Penalty: 2646.359619
	Iteration 25Q: 3 clusters Score -193646.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -193655.343750 Penalty: 2646.359619
	Iteration 26Q: 3 clusters Score -193655.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -193661.890625 Penalty: 2646.359619
	Iteration 27Q: 3 clusters Score -193661.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -193667.906250 Penalty: 2646.359619
	Iteration 28Q: 3 clusters Score -193667.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -193673.578125 Penalty: 2646.359619
	Iteration 29Q: 3 clusters Score -193673.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -193676.921875 Penalty: 2646.359619
	Iteration 30Q: 3 clusters Score -193676.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -193680.640625 Penalty: 2646.359619
	Iteration 31Q: 3 clusters Score -193680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -193681.765625 Penalty: 2646.359619
	Iteration 32Q: 3 clusters Score -193681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -193683.500000 Penalty: 2646.359619
	Iteration 33Q: 3 clusters Score -193683.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -193685.375000 Penalty: 2646.359619
	Iteration 34Q: 3 clusters Score -193685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -193686.031250 Penalty: 2646.359619
	Iteration 35Q: 3 clusters Score -193686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -193686.953125 Penalty: 2646.359619
	Iteration 36Q: 3 clusters Score -193687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -193688.937500 Penalty: 2646.359619
	Iteration 37Q: 3 clusters Score -193688.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -193690.953125 Penalty: 2646.359619
	Iteration 38Q: 3 clusters Score -193691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -193695.687500 Penalty: 2646.359619
	Iteration 39Q: 3 clusters Score -193695.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -193697.968750 Penalty: 2646.359619
	Iteration 40F: 3 clusters Score -193698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -193700.156250 Penalty: 2646.359619
	Iteration 41Q: 3 clusters Score -193700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -193700.343750 Penalty: 2646.359619
	Iteration 42Q: 3 clusters Score -193700.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -193701.218750 Penalty: 2646.359619
	Iteration 43Q: 3 clusters Score -193701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -193701.218750 Penalty: 2646.359619
	Iteration 44F: 3 clusters Score -193701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104031 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24547 members 
Mstep: Class 8 contains 13066 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39600 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13608 members 
Mstep: Class 13 contains 28534 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101438 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15708 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950444.000000 Penalty: 46602.589844
Iteration 199Q: 23 clusters Score -2.695044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104030 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12253 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24546 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39594 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 28534 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101446 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15707 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950444.000000 Penalty: 46602.589844
Iteration 200F: 23 clusters Score -2.695044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12253 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24546 members 
Mstep: Class 8 contains 13061 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39589 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101457 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15707 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950432.000000 Penalty: 46602.589844
Iteration 201Q: 23 clusters Score -2.695043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104028 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12253 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 24546 members 
Mstep: Class 8 contains 13059 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39584 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101465 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15707 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950418.000000 Penalty: 46602.589844
Iteration 202Q: 23 clusters Score -2.695042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12253 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 24546 members 
Mstep: Class 8 contains 13054 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39578 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101478 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15707 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950438.000000 Penalty: 46602.589844
Iteration 203Q: 23 clusters Score -2.695044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12253 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 24546 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39573 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13608 members 
Mstep: Class 13 contains 28532 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101493 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15707 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950438.000000 Penalty: 46602.589844
Iteration 204Q: 23 clusters Score -2.695044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12253 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 24547 members 
Mstep: Class 8 contains 13039 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39572 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13605 members 
Mstep: Class 13 contains 28531 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101508 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15707 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950440.000000 Penalty: 46602.589844
Iteration 205Q: 23 clusters Score -2.695044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 24548 members 
Mstep: Class 8 contains 13025 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39569 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13605 members 
Mstep: Class 13 contains 28529 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101527 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15707 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950428.000000 Penalty: 46602.589844
Iteration 206Q: 23 clusters Score -2.695043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 23374 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 24548 members 
Mstep: Class 8 contains 13015 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39566 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13604 members 
Mstep: Class 13 contains 28529 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101543 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15707 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950426.000000 Penalty: 46602.589844
Iteration 207Q: 23 clusters Score -2.695043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104023 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 24546 members 
Mstep: Class 8 contains 13009 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39560 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13603 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101559 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15706 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950402.000000 Penalty: 46602.589844
Iteration 208Q: 23 clusters Score -2.69504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 23374 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 24547 members 
Mstep: Class 8 contains 13002 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39551 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13603 members 
Mstep: Class 13 contains 28529 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6268 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 101575 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950424.000000 Penalty: 46602.589844
Iteration 209Q: 23 clusters Score -2.695042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24545 members 
Mstep: Class 8 contains 12994 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39547 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13602 members 
Mstep: Class 13 contains 28531 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101591 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950388.000000 Penalty: 46602.589844
Iteration 210Q: 23 clusters Score -2.695039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24542 members 
Mstep: Class 8 contains 12985 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39546 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13601 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 101607 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950416.000000 Penalty: 46602.589844
Iteration 211Q: 23 clusters Score -2.695042e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24540 members 
Mstep: Class 8 contains 12970 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39543 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13601 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 101632 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950402.000000 Penalty: 46602.589844
Iteration 212Q: 23 clusters Score -2.69504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12249 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24540 members 
Mstep: Class 8 contains 12961 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39537 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13601 members 
Mstep: Class 13 contains 28528 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 101654 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950422.000000 Penalty: 46602.589844
Iteration 213Q: 23 clusters Score -2.695042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12249 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 28988 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24539 members 
Mstep: Class 8 contains 12946 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39530 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13601 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 101682 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950448.000000 Penalty: 46602.589844
Iteration 214Q: 23 clusters Score -2.695045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 23374 members 
Mstep: Class 5 contains 28987 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24539 members 
Mstep: Class 8 contains 12933 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39526 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 13 contains 28518 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 101704 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950442.000000 Penalty: 46602.589844
Iteration 215Q: 23 clusters Score -2.695044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 23374 members 
Mstep: Class 5 contains 28986 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24538 members 
Mstep: Class 8 contains 12918 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39528 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 13 contains 28513 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 101725 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950428.000000 Penalty: 46602.589844
Iteration 216Q: 23 clusters Score -2.695043e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 23374 members 
Mstep: Class 5 contains 28986 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24537 members 
Mstep: Class 8 contains 12904 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13599 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101749 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950448.000000 Penalty: 46602.589844
Iteration 217Q: 23 clusters Score -2.695045e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 23374 members 
Mstep: Class 5 contains 28984 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24537 members 
Mstep: Class 8 contains 12893 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39508 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13597 members 
Mstep: Class 13 contains 28513 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101772 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950462.000000 Penalty: 46602.589844
Iteration 218Q: 23 clusters Score -2.695046e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 23373 members 
Mstep: Class 5 contains 28983 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24536 members 
Mstep: Class 8 contains 12876 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39504 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13595 members 
Mstep: Class 13 contains 28514 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101798 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15704 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950456.000000 Penalty: 46602.589844
Iteration 219Q: 23 clusters Score -2.695046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23373 members 
Mstep: Class 5 contains 28981 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24536 members 
Mstep: Class 8 contains 12859 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39498 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13593 members 
Mstep: Class 13 contains 28515 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101825 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15702 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950456.000000 Penalty: 46602.589844
Iteration 220F: 23 clusters Score -2.695046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12246 members 
Mstep: Class 4 contains 23374 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24538 members 
Mstep: Class 8 contains 12850 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 39494 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13591 members 
Mstep: Class 13 contains 28516 members 
Mstep: Class 14 contains 4149 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101838 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15701 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950466.000000 Penalty: 46602.589844
Iteration 221Q: 23 clusters Score -2.695047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12246 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24540 members 
Mstep: Class 8 contains 12844 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 39491 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13591 members 
Mstep: Class 13 contains 28517 members 
Mstep: Class 14 contains 4148 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101847 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15700 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950466.000000 Penalty: 46602.589844
Iteration 222Q: 23 clusters Score -2.695047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12246 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24542 members 
Mstep: Class 8 contains 12839 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 39489 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13591 members 
Mstep: Class 13 contains 28516 members 
Mstep: Class 14 contains 4147 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101856 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15698 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950464.000000 Penalty: 46602.589844
Iteration 223Q: 23 clusters Score -2.695046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24545 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 39486 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13591 members 
Mstep: Class 13 contains 28517 members 
Mstep: Class 14 contains 4145 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101862 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15697 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950478.000000 Penalty: 46602.589844
Iteration 224Q: 23 clusters Score -2.695048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24546 members 
Mstep: Class 8 contains 12832 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 39482 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13590 members 
Mstep: Class 13 contains 28516 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101872 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15696 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950480.000000 Penalty: 46602.589844
Iteration 225Q: 23 clusters Score -2.695048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24547 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 39480 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13590 members 
Mstep: Class 13 contains 28514 members 
Mstep: Class 14 contains 4143 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101878 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15694 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950474.000000 Penalty: 46602.589844
Iteration 226Q: 23 clusters Score -2.695047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12244 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24549 members 
Mstep: Class 8 contains 12830 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 39477 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13590 members 
Mstep: Class 13 contains 28514 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101883 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15692 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950480.000000 Penalty: 46602.589844
Iteration 227Q: 23 clusters Score -2.695048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12244 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28981 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24552 members 
Mstep: Class 8 contains 12828 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 39475 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 13590 members 
Mstep: Class 13 contains 28513 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101889 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15689 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950484.000000 Penalty: 46602.589844
Iteration 228Q: 23 clusters Score -2.695048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12246 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28981 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24556 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 13590 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101894 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15684 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950480.000000 Penalty: 46602.589844
Iteration 229Q: 23 clusters Score -2.695048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12246 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28981 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24560 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13590 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101895 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15681 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950486.000000 Penalty: 46602.589844
Iteration 230Q: 23 clusters Score -2.695049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12248 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28981 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24560 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13590 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101895 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15680 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950480.000000 Penalty: 46602.589844
Iteration 231Q: 23 clusters Score -2.695048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12249 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28981 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24560 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101896 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15679 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950480.000000 Penalty: 46602.589844
Iteration 232Q: 23 clusters Score -2.695048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12249 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28981 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24562 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101897 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15677 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950482.000000 Penalty: 46602.589844
Iteration 233Q: 23 clusters Score -2.695048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28981 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24561 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101897 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15675 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950480.000000 Penalty: 46602.589844
Iteration 234Q: 23 clusters Score -2.695048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28981 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24562 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101897 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15672 members 
Mstep: Class 22 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950490.000000 Penalty: 46602.589844
Iteration 235Q: 23 clusters Score -2.695049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24561 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10168 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101898 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15672 members 
Mstep: Class 22 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950476.000000 Penalty: 46602.589844
Iteration 236Q: 23 clusters Score -2.695048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12248 members 
Mstep: Class 4 contains 23379 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24562 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10172 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101899 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15670 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950482.000000 Penalty: 46602.589844
Iteration 237Q: 23 clusters Score -2.695048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12248 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 39472 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10175 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101899 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950484.000000 Penalty: 46602.589844
Iteration 238Q: 23 clusters Score -2.695048e+07 nChanged 6
Entering ConstructFrom: 
Score: -26950484.000000 Penalty: 46602.589844
Entering ConstructFrom: 
Trying to split cluster 1 (104016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Entering Unmasked Estep 
Score: -6410314.000000 Penalty: 1877.248779
	Iteration 0F: 2 clusters Score -6410314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -6340586.500000 Penalty: 3754.497559
	Iteration 0F: 3 clusters Score -6340586 nChanged 49968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -6369950.000000 Penalty: 3754.497559
	Iteration 1F: 3 clusters Score -6369950 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -6371233.000000 Penalty: 3754.497559
	Iteration 2Q: 3 clusters Score -6371233 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -6373199.500000 Penalty: 3754.497559
	Iteration 3Q: 3 clusters Score -6373200 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -6376216.500000 Penalty: 3754.497559
	Iteration 4F: 3 clusters Score -6376216 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -6380763.500000 Penalty: 3754.497559
	Iteration 5F: 3 clusters Score -6380764 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -6386608.000000 Penalty: 3754.497559
	Iteration 6F: 3 clusters Score -6386608 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -6393018.500000 Penalty: 3754.497559
	Iteration 7F: 3 clusters Score -6393018 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91824 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -6398965.500000 Penalty: 3754.497559
	Iteration 8F: 3 clusters Score -6398966 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96884 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -6403520.000000 Penalty: 3754.497559
	Iteration 9Q: 3 clusters Score -6403520 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -6406164.000000 Penalty: 3754.497559
	Iteration 10Q: 3 clusters Score -6406164 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6407467.000000 Penalty: 3754.497559
	Iteration 11Q: 3 clusters Score -6407467 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6408027.000000 Penalty: 3754.497559
	Iteration 12Q: 3 clusters Score -6408027 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6408284.500000 Penalty: 3754.497559
	Iteration 13Q: 3 clusters Score -6408284 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103298 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6408425.000000 Penalty: 3754.497559
	Iteration 14Q: 3 clusters Score -6408425 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6408530.500000 Penalty: 3754.497559
	Iteration 15Q: 3 clusters Score -6408530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6408586.500000 Penalty: 3754.497559
	Iteration 16Q: 3 clusters Score -6408586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6408640.500000 Penalty: 3754.497559
	Iteration 17Q: 3 clusters Score -6408640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6408668.500000 Penalty: 3754.497559
	Iteration 18Q: 3 clusters Score -6408668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6408689.500000 Penalty: 3754.497559
	Iteration 19Q: 3 clusters Score -6408690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6408706.500000 Penalty: 3754.497559
	Iteration 20F: 3 clusters Score -6408706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6408726.000000 Penalty: 3754.497559
	Iteration 21Q: 3 clusters Score -6408726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103611 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6408742.500000 Penalty: 3754.497559
	Iteration 22Q: 3 clusters Score -6408742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103617 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6408742.000000 Penalty: 3754.497559
	Iteration 23Q: 3 clusters Score -6408742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103621 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6408751.500000 Penalty: 3754.497559
	Iteration 24Q: 3 clusters Score -6408752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103622 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6408767.500000 Penalty: 3754.497559
	Iteration 25Q: 3 clusters Score -6408768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6408773.500000 Penalty: 3754.497559
	Iteration 26Q: 3 clusters Score -6408774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6408774.000000 Penalty: 3754.497559
	Iteration 27Q: 3 clusters Score -6408774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6408783.000000 Penalty: 3754.497559
	Iteration 28Q: 3 clusters Score -6408783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103640 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6408781.500000 Penalty: 3754.497559
	Iteration 29Q: 3 clusters Score -6408782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6408786.500000 Penalty: 3754.497559
	Iteration 30Q: 3 clusters Score -6408786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6408782.500000 Penalty: 3754.497559
	Iteration 31Q: 3 clusters Score -6408782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6408782.500000 Penalty: 3754.497559
	Iteration 32F: 3 clusters Score -6408782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -67926.804688 Penalty: 1158.250244
	Iteration 0F: 2 clusters Score -67926.8 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 609 members 
Entering Unmasked Estep 
Score: -66313.117188 Penalty: 2316.500488
	Iteration 0F: 3 clusters Score -66313.12 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -66601.507812 Penalty: 2316.500488
	Iteration 1F: 3 clusters Score -66601.51 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -66695.968750 Penalty: 2316.500488
	Iteration 2F: 3 clusters Score -66695.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -66732.585938 Penalty: 2316.500488
	Iteration 3Q: 3 clusters Score -66732.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -66760.640625 Penalty: 2316.500488
	Iteration 4Q: 3 clusters Score -66760.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -66777.593750 Penalty: 2316.500488
	Iteration 5Q: 3 clusters Score -66777.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -66788.210938 Penalty: 2316.500488
	Iteration 6Q: 3 clusters Score -66788.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -66795.898438 Penalty: 2316.500488
	Iteration 7Q: 3 clusters Score -66795.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -66802.617188 Penalty: 2316.500488
	Iteration 8Q: 3 clusters Score -66802.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -66811.867188 Penalty: 2316.500488
	Iteration 9Q: 3 clusters Score -66811.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -66819.914062 Penalty: 2316.500488
	Iteration 10Q: 3 clusters Score -66819.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66827.695312 Penalty: 2316.500488
	Iteration 11Q: 3 clusters Score -66827.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -66836.585938 Penalty: 2316.500488
	Iteration 12Q: 3 clusters Score -66836.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -66844.484375 Penalty: 2316.500488
	Iteration 13Q: 3 clusters Score -66844.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -66850.945312 Penalty: 2316.500488
	Iteration 14Q: 3 clusters Score -66850.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -66853.914062 Penalty: 2316.500488
	Iteration 15Q: 3 clusters Score -66853.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -66856.921875 Penalty: 2316.500488
	Iteration 16Q: 3 clusters Score -66856.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -66862.945312 Penalty: 2316.500488
	Iteration 17Q: 3 clusters Score -66862.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -66868.078125 Penalty: 2316.500488
	Iteration 18Q: 3 clusters Score -66868.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -66881.742188 Penalty: 2316.500488
	Iteration 19Q: 3 clusters Score -66881.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -66892.460938 Penalty: 2316.500488
	Iteration 20F: 3 clusters Score -66892.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -66907.703125 Penalty: 2316.500488
	Iteration 21Q: 3 clusters Score -66907.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -66925.421875 Penalty: 2316.500488
	Iteration 22Q: 3 clusters Score -66925.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -66936.210938 Penalty: 2316.500488
	Iteration 23Q: 3 clusters Score -66936.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -66946.218750 Penalty: 2316.500488
	Iteration 24Q: 3 clusters Score -66946.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -66957.945312 Penalty: 2316.500488
	Iteration 25Q: 3 clusters Score -66957.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66968.585938 Penalty: 2316.500488
	Iteration 26Q: 3 clusters Score -66968.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -66974.234375 Penalty: 2316.500488
	Iteration 27Q: 3 clusters Score -66974.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -66981.882812 Penalty: 2316.500488
	Iteration 28Q: 3 clusters Score -66981.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -66986.476562 Penalty: 2316.500488
	Iteration 29Q: 3 clusters Score -66986.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -66987.921875 Penalty: 2316.500488
	Iteration 30Q: 3 clusters Score -66987.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -66988.890625 Penalty: 2316.500488
	Iteration 31Q: 3 clusters Score -66988.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -66989.335938 Penalty: 2316.500488
	Iteration 32Q: 3 clusters Score -66989.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -66990.445312 Penalty: 2316.500488
	Iteration 33Q: 3 clusters Score -66990.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -66990.445312 Penalty: 2316.500488
	Iteration 34F: 3 clusters Score -66990.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Entering Unmasked Estep 
Score: -765224.312500 Penalty: 1529.618408
	Iteration 0F: 2 clusters Score -765224.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -756764.937500 Penalty: 3059.236816
	Iteration 0F: 3 clusters Score -756764.9 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -759702.562500 Penalty: 3059.236816
	Iteration 1F: 3 clusters Score -759702.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -760202.125000 Penalty: 3059.236816
	Iteration 2F: 3 clusters Score -760202.1 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -760727.812500 Penalty: 3059.236816
	Iteration 3F: 3 clusters Score -760727.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -761268.687500 Penalty: 3059.236816
	Iteration 4F: 3 clusters Score -761268.7 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -761781.062500 Penalty: 3059.236816
	Iteration 5F: 3 clusters Score -761781.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -762272.375000 Penalty: 3059.236816
	Iteration 6F: 3 clusters Score -762272.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -762709.437500 Penalty: 3059.236816
	Iteration 7Q: 3 clusters Score -762709.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -763048.062500 Penalty: 3059.236816
	Iteration 8Q: 3 clusters Score -763048.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -763306.250000 Penalty: 3059.236816
	Iteration 9Q: 3 clusters Score -763306.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -763475.312500 Penalty: 3059.236816
	Iteration 10Q: 3 clusters Score -763475.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -763622.187500 Penalty: 3059.236816
	Iteration 11Q: 3 clusters Score -763622.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -763744.875000 Penalty: 3059.236816
	Iteration 12Q: 3 clusters Score -763744.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -763851.937500 Penalty: 3059.236816
	Iteration 13Q: 3 clusters Score -763851.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -763949.062500 Penalty: 3059.236816
	Iteration 14Q: 3 clusters Score -763949.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -764025.125000 Penalty: 3059.236816
	Iteration 15Q: 3 clusters Score -764025.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -764087.375000 Penalty: 3059.236816
	Iteration 16Q: 3 clusters Score -764087.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -764152.500000 Penalty: 3059.236816
	Iteration 17Q: 3 clusters Score -764152.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -764242.375000 Penalty: 3059.236816
	Iteration 18Q: 3 clusters Score -764242.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -764308.437500 Penalty: 3059.236816
	Iteration 19Q: 3 clusters Score -764308.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -764376.250000 Penalty: 3059.236816
	Iteration 20F: 3 clusters Score -764376.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -764436.812500 Penalty: 3059.236816
	Iteration 21Q: 3 clusters Score -764436.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -764498.250000 Penalty: 3059.236816
	Iteration 22Q: 3 clusters Score -764498.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -764542.437500 Penalty: 3059.236816
	Iteration 23Q: 3 clusters Score -764542.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -764566.250000 Penalty: 3059.236816
	Iteration 24Q: 3 clusters Score -764566.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -764576.812500 Penalty: 3059.236816
	Iteration 25Q: 3 clusters Score -764576.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -764583.187500 Penalty: 3059.236816
	Iteration 26Q: 3 clusters Score -764583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -764588.625000 Penalty: 3059.236816
	Iteration 27Q: 3 clusters Score -764588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -764590.250000 Penalty: 3059.236816
	Iteration 28Q: 3 clusters Score -764590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -764590.187500 Penalty: 3059.236816
	Iteration 29Q: 3 clusters Score -764590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -764589.125000 Penalty: 3059.236816
	Iteration 30Q: 3 clusters Score -764589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -764589.812500 Penalty: 3059.236816
	Iteration 31Q: 3 clusters Score -764589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -764590.875000 Penalty: 3059.236816
	Iteration 32Q: 3 clusters Score -764590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -764592.062500 Penalty: 3059.236816
	Iteration 33Q: 3 clusters Score -764592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -764593.000000 Penalty: 3059.236816
	Iteration 34Q: 3 clusters Score -764593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -764593.000000 Penalty: 3059.236816
	Iteration 35F: 3 clusters Score -764593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Entering Unmasked Estep 
Score: -1469403.250000 Penalty: 1634.663086
	Iteration 0F: 2 clusters Score -1469403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1453627.000000 Penalty: 3269.326172
	Iteration 0F: 3 clusters Score -1453627 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1459375.500000 Penalty: 3269.326172
	Iteration 1F: 3 clusters Score -1459376 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1459754.250000 Penalty: 3269.326172
	Iteration 2Q: 3 clusters Score -1459754 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1460192.000000 Penalty: 3269.326172
	Iteration 3Q: 3 clusters Score -1460192 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1460785.500000 Penalty: 3269.326172
	Iteration 4F: 3 clusters Score -1460786 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1461676.375000 Penalty: 3269.326172
	Iteration 5F: 3 clusters Score -1461676 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1462957.500000 Penalty: 3269.326172
	Iteration 6F: 3 clusters Score -1462958 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1464499.125000 Penalty: 3269.326172
	Iteration 7F: 3 clusters Score -1464499 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1465775.750000 Penalty: 3269.326172
	Iteration 8F: 3 clusters Score -1465776 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1466674.125000 Penalty: 3269.326172
	Iteration 9Q: 3 clusters Score -1466674 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1467240.750000 Penalty: 3269.326172
	Iteration 10Q: 3 clusters Score -1467241 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1467587.500000 Penalty: 3269.326172
	Iteration 11Q: 3 clusters Score -1467588 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1467784.250000 Penalty: 3269.326172
	Iteration 12Q: 3 clusters Score -1467784 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1467881.750000 Penalty: 3269.326172
	Iteration 13Q: 3 clusters Score -1467882 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1467928.375000 Penalty: 3269.326172
	Iteration 14Q: 3 clusters Score -1467928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1467956.500000 Penalty: 3269.326172
	Iteration 15Q: 3 clusters Score -1467956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1467974.375000 Penalty: 3269.326172
	Iteration 16Q: 3 clusters Score -1467974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1467982.750000 Penalty: 3269.326172
	Iteration 17Q: 3 clusters Score -1467983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1467998.250000 Penalty: 3269.326172
	Iteration 18Q: 3 clusters Score -1467998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1468016.375000 Penalty: 3269.326172
	Iteration 19Q: 3 clusters Score -1468016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1468029.375000 Penalty: 3269.326172
	Iteration 20F: 3 clusters Score -1468029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1468039.875000 Penalty: 3269.326172
	Iteration 21Q: 3 clusters Score -1468040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1468043.875000 Penalty: 3269.326172
	Iteration 22Q: 3 clusters Score -1468044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1468045.625000 Penalty: 3269.326172
	Iteration 23Q: 3 clusters Score -1468046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1468048.875000 Penalty: 3269.326172
	Iteration 24Q: 3 clusters Score -1468049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1468048.875000 Penalty: 3269.326172
	Iteration 25Q: 3 clusters Score -1468049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1468048.000000 Penalty: 3269.326172
	Iteration 26Q: 3 clusters Score -1468048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1468046.875000 Penalty: 3269.326172
	Iteration 27Q: 3 clusters Score -1468047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1468046.625000 Penalty: 3269.326172
	Iteration 28Q: 3 clusters Score -1468047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1468046.625000 Penalty: 3269.326172
	Iteration 29F: 3 clusters Score -1468047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Entering Unmasked Estep 
Score: -1771768.375000 Penalty: 1669.594971
	Iteration 0F: 2 clusters Score -1771768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1752418.750000 Penalty: 3339.189941
	Iteration 0F: 3 clusters Score -1752419 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1759599.250000 Penalty: 3339.189941
	Iteration 1F: 3 clusters Score -1759599 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1760044.125000 Penalty: 3339.189941
	Iteration 2Q: 3 clusters Score -1760044 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1760574.875000 Penalty: 3339.189941
	Iteration 3Q: 3 clusters Score -1760575 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1761341.125000 Penalty: 3339.189941
	Iteration 4F: 3 clusters Score -1761341 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1762476.250000 Penalty: 3339.189941
	Iteration 5F: 3 clusters Score -1762476 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1764047.875000 Penalty: 3339.189941
	Iteration 6F: 3 clusters Score -1764048 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1765875.750000 Penalty: 3339.189941
	Iteration 7F: 3 clusters Score -1765876 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1767468.375000 Penalty: 3339.189941
	Iteration 8F: 3 clusters Score -1767468 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1768554.875000 Penalty: 3339.189941
	Iteration 9Q: 3 clusters Score -1768555 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1769220.750000 Penalty: 3339.189941
	Iteration 10Q: 3 clusters Score -1769221 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1769635.000000 Penalty: 3339.189941
	Iteration 11Q: 3 clusters Score -1769635 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1769894.750000 Penalty: 3339.189941
	Iteration 12Q: 3 clusters Score -1769895 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1770039.500000 Penalty: 3339.189941
	Iteration 13Q: 3 clusters Score -1770040 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1770141.625000 Penalty: 3339.189941
	Iteration 14Q: 3 clusters Score -1770142 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1770210.500000 Penalty: 3339.189941
	Iteration 15Q: 3 clusters Score -1770210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1770271.125000 Penalty: 3339.189941
	Iteration 16Q: 3 clusters Score -1770271 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1770304.625000 Penalty: 3339.189941
	Iteration 17Q: 3 clusters Score -1770305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1770332.500000 Penalty: 3339.189941
	Iteration 18Q: 3 clusters Score -1770332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1770350.250000 Penalty: 3339.189941
	Iteration 19Q: 3 clusters Score -1770350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1770361.875000 Penalty: 3339.189941
	Iteration 20F: 3 clusters Score -1770362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1770369.500000 Penalty: 3339.189941
	Iteration 21Q: 3 clusters Score -1770370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1770382.125000 Penalty: 3339.189941
	Iteration 22Q: 3 clusters Score -1770382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1770389.375000 Penalty: 3339.189941
	Iteration 23Q: 3 clusters Score -1770389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1770404.250000 Penalty: 3339.189941
	Iteration 24Q: 3 clusters Score -1770404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1770420.500000 Penalty: 3339.189941
	Iteration 25Q: 3 clusters Score -1770420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1770429.250000 Penalty: 3339.189941
	Iteration 26Q: 3 clusters Score -1770429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1770430.125000 Penalty: 3339.189941
	Iteration 27Q: 3 clusters Score -1770430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1770436.625000 Penalty: 3339.189941
	Iteration 28Q: 3 clusters Score -1770437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1770440.875000 Penalty: 3339.189941
	Iteration 29Q: 3 clusters Score -1770441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1770441.500000 Penalty: 3339.189941
	Iteration 30Q: 3 clusters Score -1770442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1770441.500000 Penalty: 3339.189941
	Iteration 31F: 3 clusters Score -1770442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Entering Unmasked Estep 
Score: -239611.234375 Penalty: 1364.007935
	Iteration 0F: 2 clusters Score -239611.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -236027.046875 Penalty: 2728.015869
	Iteration 0F: 3 clusters Score -236027 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -237125.531250 Penalty: 2728.015869
	Iteration 1F: 3 clusters Score -237125.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -237339.468750 Penalty: 2728.015869
	Iteration 2F: 3 clusters Score -237339.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -237507.250000 Penalty: 2728.015869
	Iteration 3F: 3 clusters Score -237507.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -237662.671875 Penalty: 2728.015869
	Iteration 4F: 3 clusters Score -237662.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -237809.734375 Penalty: 2728.015869
	Iteration 5Q: 3 clusters Score -237809.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -237930.515625 Penalty: 2728.015869
	Iteration 6Q: 3 clusters Score -237930.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -238048.671875 Penalty: 2728.015869
	Iteration 7Q: 3 clusters Score -238048.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -238181.875000 Penalty: 2728.015869
	Iteration 8Q: 3 clusters Score -238181.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -238306.421875 Penalty: 2728.015869
	Iteration 9Q: 3 clusters Score -238306.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -238434.328125 Penalty: 2728.015869
	Iteration 10Q: 3 clusters Score -238434.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -238562.359375 Penalty: 2728.015869
	Iteration 11Q: 3 clusters Score -238562.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -238680.906250 Penalty: 2728.015869
	Iteration 12Q: 3 clusters Score -238680.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -238757.281250 Penalty: 2728.015869
	Iteration 13Q: 3 clusters Score -238757.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -238811.671875 Penalty: 2728.015869
	Iteration 14Q: 3 clusters Score -238811.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -238846.562500 Penalty: 2728.015869
	Iteration 15Q: 3 clusters Score -238846.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -238872.328125 Penalty: 2728.015869
	Iteration 16Q: 3 clusters Score -238872.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -238884.984375 Penalty: 2728.015869
	Iteration 17Q: 3 clusters Score -238885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -238898.234375 Penalty: 2728.015869
	Iteration 18Q: 3 clusters Score -238898.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -238911.265625 Penalty: 2728.015869
	Iteration 19Q: 3 clusters Score -238911.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -238924.093750 Penalty: 2728.015869
	Iteration 20F: 3 clusters Score -238924.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -238931.734375 Penalty: 2728.015869
	Iteration 21Q: 3 clusters Score -238931.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -238936.453125 Penalty: 2728.015869
	Iteration 22Q: 3 clusters Score -238936.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -238940.671875 Penalty: 2728.015869
	Iteration 23Q: 3 clusters Score -238940.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -238944.265625 Penalty: 2728.015869
	Iteration 24Q: 3 clusters Score -238944.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -238947.343750 Penalty: 2728.015869
	Iteration 25Q: 3 clusters Score -238947.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -238951.781250 Penalty: 2728.015869
	Iteration 26Q: 3 clusters Score -238951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -238954.718750 Penalty: 2728.015869
	Iteration 27Q: 3 clusters Score -238954.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -238958.625000 Penalty: 2728.015869
	Iteration 28Q: 3 clusters Score -238958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -238961.828125 Penalty: 2728.015869
	Iteration 29Q: 3 clusters Score -238961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -238965.203125 Penalty: 2728.015869
	Iteration 30Q: 3 clusters Score -238965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -238966.703125 Penalty: 2728.015869
	Iteration 31Q: 3 clusters Score -238966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -238967.046875 Penalty: 2728.015869
	Iteration 32Q: 3 clusters Score -238967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -238968.046875 Penalty: 2728.015869
	Iteration 33Q: 3 clusters Score -238968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -238969.828125 Penalty: 2728.015869
	Iteration 34Q: 3 clusters Score -238969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -238970.593750 Penalty: 2728.015869
	Iteration 35Q: 3 clusters Score -238970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -238970.593750 Penalty: 2728.015869
	Iteration 36F: 3 clusters Score -238970.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Entering Unmasked Estep 
Score: -1515737.375000 Penalty: 1642.725098
	Iteration 0F: 2 clusters Score -1515737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1499050.375000 Penalty: 3285.450195
	Iteration 0F: 3 clusters Score -1499050 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1505379.500000 Penalty: 3285.450195
	Iteration 1F: 3 clusters Score -1505380 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1505874.125000 Penalty: 3285.450195
	Iteration 2F: 3 clusters Score -1505874 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1506453.375000 Penalty: 3285.450195
	Iteration 3F: 3 clusters Score -1506453 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1507240.500000 Penalty: 3285.450195
	Iteration 4F: 3 clusters Score -1507240 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1508330.000000 Penalty: 3285.450195
	Iteration 5F: 3 clusters Score -1508330 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1509655.500000 Penalty: 3285.450195
	Iteration 6F: 3 clusters Score -1509656 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1511127.125000 Penalty: 3285.450195
	Iteration 7F: 3 clusters Score -1511127 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1512460.750000 Penalty: 3285.450195
	Iteration 8F: 3 clusters Score -1512461 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1513387.875000 Penalty: 3285.450195
	Iteration 9Q: 3 clusters Score -1513388 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1513841.000000 Penalty: 3285.450195
	Iteration 10Q: 3 clusters Score -1513841 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1514038.750000 Penalty: 3285.450195
	Iteration 11Q: 3 clusters Score -1514039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1514132.000000 Penalty: 3285.450195
	Iteration 12Q: 3 clusters Score -1514132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1514198.625000 Penalty: 3285.450195
	Iteration 13Q: 3 clusters Score -1514199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1514229.000000 Penalty: 3285.450195
	Iteration 14Q: 3 clusters Score -1514229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1514243.125000 Penalty: 3285.450195
	Iteration 15Q: 3 clusters Score -1514243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1514258.875000 Penalty: 3285.450195
	Iteration 16Q: 3 clusters Score -1514259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1514271.250000 Penalty: 3285.450195
	Iteration 17Q: 3 clusters Score -1514271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1514282.125000 Penalty: 3285.450195
	Iteration 18Q: 3 clusters Score -1514282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1514285.875000 Penalty: 3285.450195
	Iteration 19Q: 3 clusters Score -1514286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1514291.875000 Penalty: 3285.450195
	Iteration 20F: 3 clusters Score -1514292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1514299.375000 Penalty: 3285.450195
	Iteration 21Q: 3 clusters Score -1514299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1514304.125000 Penalty: 3285.450195
	Iteration 22Q: 3 clusters Score -1514304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1514310.875000 Penalty: 3285.450195
	Iteration 23Q: 3 clusters Score -1514311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1514312.875000 Penalty: 3285.450195
	Iteration 24Q: 3 clusters Score -1514313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1514316.250000 Penalty: 3285.450195
	Iteration 25Q: 3 clusters Score -1514316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1514316.250000 Penalty: 3285.450195
	Iteration 26F: 3 clusters Score -1514316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Entering Unmasked Estep 
Score: -809463.250000 Penalty: 1537.124756
	Iteration 0F: 2 clusters Score -809463.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -800445.375000 Penalty: 3074.249512
	Iteration 0F: 3 clusters Score -800445.4 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -803456.062500 Penalty: 3074.249512
	Iteration 1F: 3 clusters Score -803456.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -803733.187500 Penalty: 3074.249512
	Iteration 2F: 3 clusters Score -803733.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -803916.500000 Penalty: 3074.249512
	Iteration 3Q: 3 clusters Score -803916.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -804051.937500 Penalty: 3074.249512
	Iteration 4Q: 3 clusters Score -804051.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -804156.375000 Penalty: 3074.249512
	Iteration 5Q: 3 clusters Score -804156.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -804256.812500 Penalty: 3074.249512
	Iteration 6Q: 3 clusters Score -804256.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -804371.625000 Penalty: 3074.249512
	Iteration 7Q: 3 clusters Score -804371.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -804511.500000 Penalty: 3074.249512
	Iteration 8Q: 3 clusters Score -804511.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -804665.937500 Penalty: 3074.249512
	Iteration 9Q: 3 clusters Score -804665.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -804856.625000 Penalty: 3074.249512
	Iteration 10Q: 3 clusters Score -804856.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -805095.875000 Penalty: 3074.249512
	Iteration 11Q: 3 clusters Score -805095.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -805361.687500 Penalty: 3074.249512
	Iteration 12Q: 3 clusters Score -805361.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -805678.812500 Penalty: 3074.249512
	Iteration 13Q: 3 clusters Score -805678.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -806026.125000 Penalty: 3074.249512
	Iteration 14Q: 3 clusters Score -806026.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -806359.375000 Penalty: 3074.249512
	Iteration 15Q: 3 clusters Score -806359.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -806676.812500 Penalty: 3074.249512
	Iteration 16Q: 3 clusters Score -806676.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -806967.312500 Penalty: 3074.249512
	Iteration 17Q: 3 clusters Score -806967.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -807179.937500 Penalty: 3074.249512
	Iteration 18Q: 3 clusters Score -807179.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -807334.125000 Penalty: 3074.249512
	Iteration 19Q: 3 clusters Score -807334.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -807454.437500 Penalty: 3074.249512
	Iteration 20F: 3 clusters Score -807454.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -807563.812500 Penalty: 3074.249512
	Iteration 21Q: 3 clusters Score -807563.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -807658.250000 Penalty: 3074.249512
	Iteration 22Q: 3 clusters Score -807658.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -807728.562500 Penalty: 3074.249512
	Iteration 23Q: 3 clusters Score -807728.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -807793.562500 Penalty: 3074.249512
	Iteration 24Q: 3 clusters Score -807793.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -807841.437500 Penalty: 3074.249512
	Iteration 25Q: 3 clusters Score -807841.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -807875.312500 Penalty: 3074.249512
	Iteration 26Q: 3 clusters Score -807875.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -807908.250000 Penalty: 3074.249512
	Iteration 27Q: 3 clusters Score -807908.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -807934.625000 Penalty: 3074.249512
	Iteration 28Q: 3 clusters Score -807934.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -807958.125000 Penalty: 3074.249512
	Iteration 29Q: 3 clusters Score -807958.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -807978.750000 Penalty: 3074.249512
	Iteration 30Q: 3 clusters Score -807978.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -807997.375000 Penalty: 3074.249512
	Iteration 31Q: 3 clusters Score -807997.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -808016.687500 Penalty: 3074.249512
	Iteration 32Q: 3 clusters Score -808016.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -808036.937500 Penalty: 3074.249512
	Iteration 33Q: 3 clusters Score -808036.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -808050.500000 Penalty: 3074.249512
	Iteration 34Q: 3 clusters Score -808050.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -808064.375000 Penalty: 3074.249512
	Iteration 35Q: 3 clusters Score -808064.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -808076.250000 Penalty: 3074.249512
	Iteration 36Q: 3 clusters Score -808076.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -808091.250000 Penalty: 3074.249512
	Iteration 37Q: 3 clusters Score -808091.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -808103.125000 Penalty: 3074.249512
	Iteration 38Q: 3 clusters Score -808103.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -808112.812500 Penalty: 3074.249512
	Iteration 39Q: 3 clusters Score -808112.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -808122.812500 Penalty: 3074.249512
	Iteration 40F: 3 clusters Score -808122.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -808129.250000 Penalty: 3074.249512
	Iteration 41Q: 3 clusters Score -808129.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -808136.125000 Penalty: 3074.249512
	Iteration 42Q: 3 clusters Score -808136.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -808150.062500 Penalty: 3074.249512
	Iteration 43Q: 3 clusters Score -808150.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -808156.875000 Penalty: 3074.249512
	Iteration 44Q: 3 clusters Score -808156.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -808164.625000 Penalty: 3074.249512
	Iteration 45Q: 3 clusters Score -808164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -808166.937500 Penalty: 3074.249512
	Iteration 46Q: 3 clusters Score -808166.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -808171.687500 Penalty: 3074.249512
	Iteration 47Q: 3 clusters Score -808171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -808176.250000 Penalty: 3074.249512
	Iteration 48Q: 3 clusters Score -808176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -808177.125000 Penalty: 3074.249512
	Iteration 49Q: 3 clusters Score -808177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -808178.250000 Penalty: 3074.249512
	Iteration 50Q: 3 clusters Score -808178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -808180.437500 Penalty: 3074.249512
	Iteration 51Q: 3 clusters Score -808180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -808182.687500 Penalty: 3074.249512
	Iteration 52Q: 3 clusters Score -808182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -808185.812500 Penalty: 3074.249512
	Iteration 53Q: 3 clusters Score -808185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -808193.125000 Penalty: 3074.249512
	Iteration 54Q: 3 clusters Score -808193.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -808200.687500 Penalty: 3074.249512
	Iteration 55Q: 3 clusters Score -808200.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -808204.250000 Penalty: 3074.249512
	Iteration 56Q: 3 clusters Score -808204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -808205.187500 Penalty: 3074.249512
	Iteration 57Q: 3 clusters Score -808205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -808206.062500 Penalty: 3074.249512
	Iteration 58Q: 3 clusters Score -808206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -808207.312500 Penalty: 3074.249512
	Iteration 59Q: 3 clusters Score -808207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -808207.312500 Penalty: 3074.249512
	Iteration 60F: 3 clusters Score -808207.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Entering Unmasked Estep 
Score: -536283.000000 Penalty: 1479.631348
	Iteration 0F: 2 clusters Score -536283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -529670.687500 Penalty: 2959.262695
	Iteration 0F: 3 clusters Score -529670.7 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -531881.437500 Penalty: 2959.262695
	Iteration 1F: 3 clusters Score -531881.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -532274.062500 Penalty: 2959.262695
	Iteration 2F: 3 clusters Score -532274.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -532765.250000 Penalty: 2959.262695
	Iteration 3F: 3 clusters Score -532765.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -533268.062500 Penalty: 2959.262695
	Iteration 4F: 3 clusters Score -533268.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -533803.062500 Penalty: 2959.262695
	Iteration 5F: 3 clusters Score -533803.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -534272.625000 Penalty: 2959.262695
	Iteration 6F: 3 clusters Score -534272.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -534645.937500 Penalty: 2959.262695
	Iteration 7F: 3 clusters Score -534645.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -534910.000000 Penalty: 2959.262695
	Iteration 8Q: 3 clusters Score -534910 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -535095.375000 Penalty: 2959.262695
	Iteration 9Q: 3 clusters Score -535095.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -535215.250000 Penalty: 2959.262695
	Iteration 10Q: 3 clusters Score -535215.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -535307.187500 Penalty: 2959.262695
	Iteration 11Q: 3 clusters Score -535307.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -535368.562500 Penalty: 2959.262695
	Iteration 12Q: 3 clusters Score -535368.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -535400.937500 Penalty: 2959.262695
	Iteration 13Q: 3 clusters Score -535400.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -535434.312500 Penalty: 2959.262695
	Iteration 14Q: 3 clusters Score -535434.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -535462.687500 Penalty: 2959.262695
	Iteration 15Q: 3 clusters Score -535462.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -535483.000000 Penalty: 2959.262695
	Iteration 16Q: 3 clusters Score -535483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -535496.687500 Penalty: 2959.262695
	Iteration 17Q: 3 clusters Score -535496.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -535505.375000 Penalty: 2959.262695
	Iteration 18Q: 3 clusters Score -535505.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -535512.125000 Penalty: 2959.262695
	Iteration 19Q: 3 clusters Score -535512.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -535517.125000 Penalty: 2959.262695
	Iteration 20F: 3 clusters Score -535517.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -535523.000000 Penalty: 2959.262695
	Iteration 21Q: 3 clusters Score -535523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -535528.000000 Penalty: 2959.262695
	Iteration 22Q: 3 clusters Score -535528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -535532.812500 Penalty: 2959.262695
	Iteration 23Q: 3 clusters Score -535532.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -535536.687500 Penalty: 2959.262695
	Iteration 24Q: 3 clusters Score -535536.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -535542.500000 Penalty: 2959.262695
	Iteration 25Q: 3 clusters Score -535542.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -535546.500000 Penalty: 2959.262695
	Iteration 26Q: 3 clusters Score -535546.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -535550.187500 Penalty: 2959.262695
	Iteration 27Q: 3 clusters Score -535550.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -535554.562500 Penalty: 2959.262695
	Iteration 28Q: 3 clusters Score -535554.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -535558.000000 Penalty: 2959.262695
	Iteration 29Q: 3 clusters Score -535558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -535565.000000 Penalty: 2959.262695
	Iteration 30Q: 3 clusters Score -535565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -535577.000000 Penalty: 2959.262695
	Iteration 31Q: 3 clusters Score -535577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -535584.000000 Penalty: 2959.262695
	Iteration 32Q: 3 clusters Score -535584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -535593.125000 Penalty: 2959.262695
	Iteration 33Q: 3 clusters Score -535593.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -535599.812500 Penalty: 2959.262695
	Iteration 34Q: 3 clusters Score -535599.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -535604.750000 Penalty: 2959.262695
	Iteration 35Q: 3 clusters Score -535604.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -535611.562500 Penalty: 2959.262695
	Iteration 36Q: 3 clusters Score -535611.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -535614.625000 Penalty: 2959.262695
	Iteration 37Q: 3 clusters Score -535614.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -535618.937500 Penalty: 2959.262695
	Iteration 38Q: 3 clusters Score -535618.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -535622.687500 Penalty: 2959.262695
	Iteration 39Q: 3 clusters Score -535622.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -535625.937500 Penalty: 2959.262695
	Iteration 40F: 3 clusters Score -535625.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -535629.375000 Penalty: 2959.262695
	Iteration 41Q: 3 clusters Score -535629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -535630.562500 Penalty: 2959.262695
	Iteration 42Q: 3 clusters Score -535630.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -535632.250000 Penalty: 2959.262695
	Iteration 43Q: 3 clusters Score -535632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -535634.625000 Penalty: 2959.262695
	Iteration 44Q: 3 clusters Score -535634.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -535636.750000 Penalty: 2959.262695
	Iteration 45Q: 3 clusters Score -535636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -535636.625000 Penalty: 2959.262695
	Iteration 46Q: 3 clusters Score -535636.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -535635.875000 Penalty: 2959.262695
	Iteration 47Q: 3 clusters Score -535635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -535636.375000 Penalty: 2959.262695
	Iteration 48Q: 3 clusters Score -535636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -535636.375000 Penalty: 2959.262695
	Iteration 49Q: 3 clusters Score -535636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -535635.937500 Penalty: 2959.262695
	Iteration 50Q: 3 clusters Score -535635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -535636.000000 Penalty: 2959.262695
	Iteration 51Q: 3 clusters Score -535636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -535635.562500 Penalty: 2959.262695
	Iteration 52Q: 3 clusters Score -535635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -535637.125000 Penalty: 2959.262695
	Iteration 53Q: 3 clusters Score -535637.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -535636.812500 Penalty: 2959.262695
	Iteration 54Q: 3 clusters Score -535636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -535636.812500 Penalty: 2959.262695
	Iteration 55F: 3 clusters Score -535636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Entering Unmasked Estep 
Score: -2433278.750000 Penalty: 1719.793945
	Iteration 0F: 2 clusters Score -2433279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2406775.750000 Penalty: 3439.587891
	Iteration 0F: 3 clusters Score -2406776 nChanged 18509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2417328.500000 Penalty: 3439.587891
	Iteration 1F: 3 clusters Score -2417328 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2417857.000000 Penalty: 3439.587891
	Iteration 2Q: 3 clusters Score -2417857 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2418518.750000 Penalty: 3439.587891
	Iteration 3Q: 3 clusters Score -2418519 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2419311.500000 Penalty: 3439.587891
	Iteration 4Q: 3 clusters Score -2419312 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2420317.250000 Penalty: 3439.587891
	Iteration 5F: 3 clusters Score -2420317 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -2421659.500000 Penalty: 3439.587891
	Iteration 6F: 3 clusters Score -2421660 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2423404.000000 Penalty: 3439.587891
	Iteration 7F: 3 clusters Score -2423404 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -2425385.750000 Penalty: 3439.587891
	Iteration 8F: 3 clusters Score -2425386 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -2427432.750000 Penalty: 3439.587891
	Iteration 9F: 3 clusters Score -2427433 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -2429055.750000 Penalty: 3439.587891
	Iteration 10Q: 3 clusters Score -2429056 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -2430276.500000 Penalty: 3439.587891
	Iteration 11Q: 3 clusters Score -2430276 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -2430959.250000 Penalty: 3439.587891
	Iteration 12Q: 3 clusters Score -2430959 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -2431322.250000 Penalty: 3439.587891
	Iteration 13Q: 3 clusters Score -2431322 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -2431530.250000 Penalty: 3439.587891
	Iteration 14Q: 3 clusters Score -2431530 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -2431693.000000 Penalty: 3439.587891
	Iteration 15Q: 3 clusters Score -2431693 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -2431801.750000 Penalty: 3439.587891
	Iteration 16Q: 3 clusters Score -2431802 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -2431873.000000 Penalty: 3439.587891
	Iteration 17Q: 3 clusters Score -2431873 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -2431903.500000 Penalty: 3439.587891
	Iteration 18Q: 3 clusters Score -2431904 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -2431939.750000 Penalty: 3439.587891
	Iteration 19Q: 3 clusters Score -2431940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -2431966.750000 Penalty: 3439.587891
	Iteration 20F: 3 clusters Score -2431967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -2431984.250000 Penalty: 3439.587891
	Iteration 21Q: 3 clusters Score -2431984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -2432001.000000 Penalty: 3439.587891
	Iteration 22Q: 3 clusters Score -2432001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -2432007.750000 Penalty: 3439.587891
	Iteration 23Q: 3 clusters Score -2432008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -2432015.500000 Penalty: 3439.587891
	Iteration 24Q: 3 clusters Score -2432016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -2432023.000000 Penalty: 3439.587891
	Iteration 25Q: 3 clusters Score -2432023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -2432026.500000 Penalty: 3439.587891
	Iteration 26Q: 3 clusters Score -2432026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -2432031.250000 Penalty: 3439.587891
	Iteration 27Q: 3 clusters Score -2432031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -2432032.000000 Penalty: 3439.587891
	Iteration 28Q: 3 clusters Score -2432032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -2432034.250000 Penalty: 3439.587891
	Iteration 29Q: 3 clusters Score -2432034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -2432037.250000 Penalty: 3439.587891
	Iteration 30Q: 3 clusters Score -2432037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -2432041.250000 Penalty: 3439.587891
	Iteration 31Q: 3 clusters Score -2432041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -2432041.000000 Penalty: 3439.587891
	Iteration 32Q: 3 clusters Score -2432041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -2432043.750000 Penalty: 3439.587891
	Iteration 33Q: 3 clusters Score -2432044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -2432046.500000 Penalty: 3439.587891
	Iteration 34Q: 3 clusters Score -2432046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -2432047.500000 Penalty: 3439.587891
	Iteration 35Q: 3 clusters Score -2432048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -2432045.500000 Penalty: 3439.587891
	Iteration 36Q: 3 clusters Score -2432046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -2432048.250000 Penalty: 3439.587891
	Iteration 37Q: 3 clusters Score -2432048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -2432049.000000 Penalty: 3439.587891
	Iteration 38Q: 3 clusters Score -2432049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -2432047.000000 Penalty: 3439.587891
	Iteration 39Q: 3 clusters Score -2432047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -2432046.500000 Penalty: 3439.587891
	Iteration 40F: 3 clusters Score -2432046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -2432049.500000 Penalty: 3439.587891
	Iteration 41Q: 3 clusters Score -2432050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -2432051.750000 Penalty: 3439.587891
	Iteration 42Q: 3 clusters Score -2432052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -2432051.000000 Penalty: 3439.587891
	Iteration 43Q: 3 clusters Score -2432051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -2432050.000000 Penalty: 3439.587891
	Iteration 44Q: 3 clusters Score -2432050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -2432052.250000 Penalty: 3439.587891
	Iteration 45Q: 3 clusters Score -2432052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -2432055.250000 Penalty: 3439.587891
	Iteration 46Q: 3 clusters Score -2432055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -2432051.250000 Penalty: 3439.587891
	Iteration 47Q: 3 clusters Score -2432051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -2432054.500000 Penalty: 3439.587891
	Iteration 48Q: 3 clusters Score -2432054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -2432056.000000 Penalty: 3439.587891
	Iteration 49Q: 3 clusters Score -2432056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -2432056.500000 Penalty: 3439.587891
	Iteration 50Q: 3 clusters Score -2432056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -2432058.250000 Penalty: 3439.587891
	Iteration 51Q: 3 clusters Score -2432058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -2432060.000000 Penalty: 3439.587891
	Iteration 52Q: 3 clusters Score -2432060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -2432062.000000 Penalty: 3439.587891
	Iteration 53Q: 3 clusters Score -2432062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -2432063.250000 Penalty: 3439.587891
	Iteration 54Q: 3 clusters Score -2432063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -2432063.250000 Penalty: 3439.587891
	Iteration 55F: 3 clusters Score -2432063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Entering Unmasked Estep 
Score: -190455.171875 Penalty: 1334.454224
	Iteration 0F: 2 clusters Score -190455.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -187331.734375 Penalty: 2668.908447
	Iteration 0F: 3 clusters Score -187331.7 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -188377.109375 Penalty: 2668.908447
	Iteration 1F: 3 clusters Score -188377.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -188646.171875 Penalty: 2668.908447
	Iteration 2F: 3 clusters Score -188646.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -188846.453125 Penalty: 2668.908447
	Iteration 3F: 3 clusters Score -188846.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -189025.046875 Penalty: 2668.908447
	Iteration 4F: 3 clusters Score -189025 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -189167.359375 Penalty: 2668.908447
	Iteration 5F: 3 clusters Score -189167.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -189253.734375 Penalty: 2668.908447
	Iteration 6Q: 3 clusters Score -189253.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -189343.062500 Penalty: 2668.908447
	Iteration 7Q: 3 clusters Score -189343.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -189421.828125 Penalty: 2668.908447
	Iteration 8Q: 3 clusters Score -189421.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -189486.906250 Penalty: 2668.908447
	Iteration 9Q: 3 clusters Score -189486.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -189548.953125 Penalty: 2668.908447
	Iteration 10Q: 3 clusters Score -189549 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -189613.968750 Penalty: 2668.908447
	Iteration 11Q: 3 clusters Score -189614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -189657.828125 Penalty: 2668.908447
	Iteration 12Q: 3 clusters Score -189657.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -189695.343750 Penalty: 2668.908447
	Iteration 13Q: 3 clusters Score -189695.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189748.921875 Penalty: 2668.908447
	Iteration 14Q: 3 clusters Score -189748.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -189793.140625 Penalty: 2668.908447
	Iteration 15Q: 3 clusters Score -189793.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -189828.703125 Penalty: 2668.908447
	Iteration 16Q: 3 clusters Score -189828.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -189861.343750 Penalty: 2668.908447
	Iteration 17Q: 3 clusters Score -189861.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -189886.812500 Penalty: 2668.908447
	Iteration 18Q: 3 clusters Score -189886.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -189914.546875 Penalty: 2668.908447
	Iteration 19Q: 3 clusters Score -189914.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -189932.546875 Penalty: 2668.908447
	Iteration 20F: 3 clusters Score -189932.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -189943.171875 Penalty: 2668.908447
	Iteration 21Q: 3 clusters Score -189943.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -189951.625000 Penalty: 2668.908447
	Iteration 22Q: 3 clusters Score -189951.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -189959.812500 Penalty: 2668.908447
	Iteration 23Q: 3 clusters Score -189959.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -189971.062500 Penalty: 2668.908447
	Iteration 24Q: 3 clusters Score -189971.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -189980.656250 Penalty: 2668.908447
	Iteration 25Q: 3 clusters Score -189980.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -189989.093750 Penalty: 2668.908447
	Iteration 26Q: 3 clusters Score -189989.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -189998.609375 Penalty: 2668.908447
	Iteration 27Q: 3 clusters Score -189998.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -190011.421875 Penalty: 2668.908447
	Iteration 28Q: 3 clusters Score -190011.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -190018.437500 Penalty: 2668.908447
	Iteration 29Q: 3 clusters Score -190018.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -190029.078125 Penalty: 2668.908447
	Iteration 30Q: 3 clusters Score -190029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -190034.921875 Penalty: 2668.908447
	Iteration 31Q: 3 clusters Score -190034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -190040.781250 Penalty: 2668.908447
	Iteration 32Q: 3 clusters Score -190040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -190045.687500 Penalty: 2668.908447
	Iteration 33Q: 3 clusters Score -190045.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -190048.156250 Penalty: 2668.908447
	Iteration 34Q: 3 clusters Score -190048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -190050.296875 Penalty: 2668.908447
	Iteration 35Q: 3 clusters Score -190050.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -190051.406250 Penalty: 2668.908447
	Iteration 36Q: 3 clusters Score -190051.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -190051.843750 Penalty: 2668.908447
	Iteration 37Q: 3 clusters Score -190051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -190052.750000 Penalty: 2668.908447
	Iteration 38Q: 3 clusters Score -190052.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -190052.953125 Penalty: 2668.908447
	Iteration 39Q: 3 clusters Score -190053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -190052.953125 Penalty: 2668.908447
	Iteration 40F: 3 clusters Score -190053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Entering Unmasked Estep 
Score: -849454.625000 Penalty: 1546.491089
	Iteration 0F: 2 clusters Score -849454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -839909.000000 Penalty: 3092.982178
	Iteration 0F: 3 clusters Score -839909 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -843280.062500 Penalty: 3092.982178
	Iteration 1F: 3 clusters Score -843280.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -843532.625000 Penalty: 3092.982178
	Iteration 2F: 3 clusters Score -843532.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -843743.500000 Penalty: 3092.982178
	Iteration 3Q: 3 clusters Score -843743.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -843912.250000 Penalty: 3092.982178
	Iteration 4Q: 3 clusters Score -843912.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -844072.562500 Penalty: 3092.982178
	Iteration 5Q: 3 clusters Score -844072.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -844222.937500 Penalty: 3092.982178
	Iteration 6Q: 3 clusters Score -844222.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -844356.687500 Penalty: 3092.982178
	Iteration 7Q: 3 clusters Score -844356.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -844495.312500 Penalty: 3092.982178
	Iteration 8Q: 3 clusters Score -844495.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -844663.062500 Penalty: 3092.982178
	Iteration 9Q: 3 clusters Score -844663.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -844851.687500 Penalty: 3092.982178
	Iteration 10Q: 3 clusters Score -844851.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -845070.687500 Penalty: 3092.982178
	Iteration 11Q: 3 clusters Score -845070.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -845351.875000 Penalty: 3092.982178
	Iteration 12Q: 3 clusters Score -845351.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -845669.000000 Penalty: 3092.982178
	Iteration 13Q: 3 clusters Score -845669 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -845994.312500 Penalty: 3092.982178
	Iteration 14Q: 3 clusters Score -845994.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -846377.375000 Penalty: 3092.982178
	Iteration 15Q: 3 clusters Score -846377.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -846735.625000 Penalty: 3092.982178
	Iteration 16Q: 3 clusters Score -846735.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -847025.187500 Penalty: 3092.982178
	Iteration 17Q: 3 clusters Score -847025.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -847239.062500 Penalty: 3092.982178
	Iteration 18Q: 3 clusters Score -847239.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -847378.375000 Penalty: 3092.982178
	Iteration 19Q: 3 clusters Score -847378.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -847465.062500 Penalty: 3092.982178
	Iteration 20F: 3 clusters Score -847465.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -847537.375000 Penalty: 3092.982178
	Iteration 21Q: 3 clusters Score -847537.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -847594.125000 Penalty: 3092.982178
	Iteration 22Q: 3 clusters Score -847594.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -847643.062500 Penalty: 3092.982178
	Iteration 23Q: 3 clusters Score -847643.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -847676.500000 Penalty: 3092.982178
	Iteration 24Q: 3 clusters Score -847676.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -847718.875000 Penalty: 3092.982178
	Iteration 25Q: 3 clusters Score -847718.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -847775.437500 Penalty: 3092.982178
	Iteration 26Q: 3 clusters Score -847775.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -847824.062500 Penalty: 3092.982178
	Iteration 27Q: 3 clusters Score -847824.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -847864.500000 Penalty: 3092.982178
	Iteration 28Q: 3 clusters Score -847864.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -847882.312500 Penalty: 3092.982178
	Iteration 29Q: 3 clusters Score -847882.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -847905.562500 Penalty: 3092.982178
	Iteration 30Q: 3 clusters Score -847905.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -847922.562500 Penalty: 3092.982178
	Iteration 31Q: 3 clusters Score -847922.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -847941.375000 Penalty: 3092.982178
	Iteration 32Q: 3 clusters Score -847941.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -847957.187500 Penalty: 3092.982178
	Iteration 33Q: 3 clusters Score -847957.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -847983.750000 Penalty: 3092.982178
	Iteration 34Q: 3 clusters Score -847983.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -848012.375000 Penalty: 3092.982178
	Iteration 35Q: 3 clusters Score -848012.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -848032.562500 Penalty: 3092.982178
	Iteration 36Q: 3 clusters Score -848032.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -848054.500000 Penalty: 3092.982178
	Iteration 37Q: 3 clusters Score -848054.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -848072.187500 Penalty: 3092.982178
	Iteration 38Q: 3 clusters Score -848072.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -848083.062500 Penalty: 3092.982178
	Iteration 39Q: 3 clusters Score -848083.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -848095.125000 Penalty: 3092.982178
	Iteration 40F: 3 clusters Score -848095.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -848102.187500 Penalty: 3092.982178
	Iteration 41Q: 3 clusters Score -848102.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -848108.687500 Penalty: 3092.982178
	Iteration 42Q: 3 clusters Score -848108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -848116.437500 Penalty: 3092.982178
	Iteration 43Q: 3 clusters Score -848116.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -848122.000000 Penalty: 3092.982178
	Iteration 44Q: 3 clusters Score -848122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -848125.062500 Penalty: 3092.982178
	Iteration 45Q: 3 clusters Score -848125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -848127.187500 Penalty: 3092.982178
	Iteration 46Q: 3 clusters Score -848127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -848133.500000 Penalty: 3092.982178
	Iteration 47Q: 3 clusters Score -848133.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -848138.312500 Penalty: 3092.982178
	Iteration 48Q: 3 clusters Score -848138.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -848137.750000 Penalty: 3092.982178
	Iteration 49Q: 3 clusters Score -848137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -848140.125000 Penalty: 3092.982178
	Iteration 50Q: 3 clusters Score -848140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -848140.500000 Penalty: 3092.982178
	Iteration 51Q: 3 clusters Score -848140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -848144.250000 Penalty: 3092.982178
	Iteration 52Q: 3 clusters Score -848144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -848143.937500 Penalty: 3092.982178
	Iteration 53Q: 3 clusters Score -848143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -848145.937500 Penalty: 3092.982178
	Iteration 54Q: 3 clusters Score -848145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -848147.687500 Penalty: 3092.982178
	Iteration 55Q: 3 clusters Score -848147.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -848151.312500 Penalty: 3092.982178
	Iteration 56Q: 3 clusters Score -848151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -848151.562500 Penalty: 3092.982178
	Iteration 57Q: 3 clusters Score -848151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -848154.500000 Penalty: 3092.982178
	Iteration 58Q: 3 clusters Score -848154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -848155.187500 Penalty: 3092.982178
	Iteration 59Q: 3 clusters Score -848155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -848154.250000 Penalty: 3092.982178
	Iteration 60F: 3 clusters Score -848154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -848155.062500 Penalty: 3092.982178
	Iteration 61Q: 3 clusters Score -848155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -848155.062500 Penalty: 3092.982178
	Iteration 62F: 3 clusters Score -848155.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Entering Unmasked Estep 
Score: -1775005.250000 Penalty: 1666.938110
	Iteration 0F: 2 clusters Score -1775005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1755805.375000 Penalty: 3333.876221
	Iteration 0F: 3 clusters Score -1755805 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1763017.375000 Penalty: 3333.876221
	Iteration 1F: 3 clusters Score -1763017 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1763364.750000 Penalty: 3333.876221
	Iteration 2Q: 3 clusters Score -1763365 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1763737.875000 Penalty: 3333.876221
	Iteration 3Q: 3 clusters Score -1763738 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1764196.500000 Penalty: 3333.876221
	Iteration 4Q: 3 clusters Score -1764196 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1764747.875000 Penalty: 3333.876221
	Iteration 5Q: 3 clusters Score -1764748 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1765457.125000 Penalty: 3333.876221
	Iteration 6Q: 3 clusters Score -1765457 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1766318.500000 Penalty: 3333.876221
	Iteration 7Q: 3 clusters Score -1766318 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1767330.000000 Penalty: 3333.876221
	Iteration 8F: 3 clusters Score -1767330 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -1768388.625000 Penalty: 3333.876221
	Iteration 9F: 3 clusters Score -1768389 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -1769334.125000 Penalty: 3333.876221
	Iteration 10Q: 3 clusters Score -1769334 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -1770063.375000 Penalty: 3333.876221
	Iteration 11Q: 3 clusters Score -1770063 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -1770673.500000 Penalty: 3333.876221
	Iteration 12Q: 3 clusters Score -1770674 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -1771146.500000 Penalty: 3333.876221
	Iteration 13Q: 3 clusters Score -1771146 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -1771538.125000 Penalty: 3333.876221
	Iteration 14Q: 3 clusters Score -1771538 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -1771840.125000 Penalty: 3333.876221
	Iteration 15Q: 3 clusters Score -1771840 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -1772077.375000 Penalty: 3333.876221
	Iteration 16Q: 3 clusters Score -1772077 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -1772291.625000 Penalty: 3333.876221
	Iteration 17Q: 3 clusters Score -1772292 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -1772507.625000 Penalty: 3333.876221
	Iteration 18Q: 3 clusters Score -1772508 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -1772715.750000 Penalty: 3333.876221
	Iteration 19Q: 3 clusters Score -1772716 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -1772884.375000 Penalty: 3333.876221
	Iteration 20F: 3 clusters Score -1772884 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -1773036.500000 Penalty: 3333.876221
	Iteration 21Q: 3 clusters Score -1773036 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -1773152.625000 Penalty: 3333.876221
	Iteration 22Q: 3 clusters Score -1773153 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -1773226.375000 Penalty: 3333.876221
	Iteration 23Q: 3 clusters Score -1773226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -1773291.000000 Penalty: 3333.876221
	Iteration 24Q: 3 clusters Score -1773291 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -1773359.125000 Penalty: 3333.876221
	Iteration 25Q: 3 clusters Score -1773359 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -1773411.500000 Penalty: 3333.876221
	Iteration 26Q: 3 clusters Score -1773412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -1773449.625000 Penalty: 3333.876221
	Iteration 27Q: 3 clusters Score -1773450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -1773482.625000 Penalty: 3333.876221
	Iteration 28Q: 3 clusters Score -1773483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -1773501.625000 Penalty: 3333.876221
	Iteration 29Q: 3 clusters Score -1773502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -1773519.250000 Penalty: 3333.876221
	Iteration 30Q: 3 clusters Score -1773519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -1773535.250000 Penalty: 3333.876221
	Iteration 31Q: 3 clusters Score -1773535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -1773536.625000 Penalty: 3333.876221
	Iteration 32Q: 3 clusters Score -1773537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -1773540.250000 Penalty: 3333.876221
	Iteration 33Q: 3 clusters Score -1773540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -1773540.000000 Penalty: 3333.876221
	Iteration 34Q: 3 clusters Score -1773540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -1773544.625000 Penalty: 3333.876221
	Iteration 35Q: 3 clusters Score -1773545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -1773549.000000 Penalty: 3333.876221
	Iteration 36Q: 3 clusters Score -1773549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -1773553.000000 Penalty: 3333.876221
	Iteration 37Q: 3 clusters Score -1773553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -1773555.375000 Penalty: 3333.876221
	Iteration 38Q: 3 clusters Score -1773555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -1773557.500000 Penalty: 3333.876221
	Iteration 39Q: 3 clusters Score -1773558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -1773564.000000 Penalty: 3333.876221
	Iteration 40F: 3 clusters Score -1773564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -1773564.500000 Penalty: 3333.876221
	Iteration 41Q: 3 clusters Score -1773564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -1773566.250000 Penalty: 3333.876221
	Iteration 42Q: 3 clusters Score -1773566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -1773570.000000 Penalty: 3333.876221
	Iteration 43Q: 3 clusters Score -1773570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -1773570.625000 Penalty: 3333.876221
	Iteration 44Q: 3 clusters Score -1773571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -1773574.500000 Penalty: 3333.876221
	Iteration 45Q: 3 clusters Score -1773574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -1773572.750000 Penalty: 3333.876221
	Iteration 46Q: 3 clusters Score -1773573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -1773577.000000 Penalty: 3333.876221
	Iteration 47Q: 3 clusters Score -1773577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -1773576.625000 Penalty: 3333.876221
	Iteration 48Q: 3 clusters Score -1773577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -1773576.625000 Penalty: 3333.876221
	Iteration 49F: 3 clusters Score -1773577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -260642.640625 Penalty: 1353.451782
	Iteration 0F: 2 clusters Score -260642.6 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 2091 members 
Entering Unmasked Estep 
Score: -257212.296875 Penalty: 2706.903564
	Iteration 0F: 3 clusters Score -257212.3 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -258129.312500 Penalty: 2706.903564
	Iteration 1F: 3 clusters Score -258129.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -258313.531250 Penalty: 2706.903564
	Iteration 2F: 3 clusters Score -258313.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -258440.250000 Penalty: 2706.903564
	Iteration 3F: 3 clusters Score -258440.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -258544.218750 Penalty: 2706.903564
	Iteration 4Q: 3 clusters Score -258544.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -258627.796875 Penalty: 2706.903564
	Iteration 5Q: 3 clusters Score -258627.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -258723.875000 Penalty: 2706.903564
	Iteration 6Q: 3 clusters Score -258723.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -258834.046875 Penalty: 2706.903564
	Iteration 7Q: 3 clusters Score -258834 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -258952.906250 Penalty: 2706.903564
	Iteration 8Q: 3 clusters Score -258952.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -259075.015625 Penalty: 2706.903564
	Iteration 9Q: 3 clusters Score -259075 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -259220.609375 Penalty: 2706.903564
	Iteration 10Q: 3 clusters Score -259220.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -259376.515625 Penalty: 2706.903564
	Iteration 11Q: 3 clusters Score -259376.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -259493.953125 Penalty: 2706.903564
	Iteration 12Q: 3 clusters Score -259494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -259581.187500 Penalty: 2706.903564
	Iteration 13Q: 3 clusters Score -259581.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -259651.031250 Penalty: 2706.903564
	Iteration 14Q: 3 clusters Score -259651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -259693.890625 Penalty: 2706.903564
	Iteration 15Q: 3 clusters Score -259693.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -259715.656250 Penalty: 2706.903564
	Iteration 16Q: 3 clusters Score -259715.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -259723.718750 Penalty: 2706.903564
	Iteration 17Q: 3 clusters Score -259723.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -259731.390625 Penalty: 2706.903564
	Iteration 18Q: 3 clusters Score -259731.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -259738.375000 Penalty: 2706.903564
	Iteration 19Q: 3 clusters Score -259738.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -259741.968750 Penalty: 2706.903564
	Iteration 20F: 3 clusters Score -259742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -259742.843750 Penalty: 2706.903564
	Iteration 21Q: 3 clusters Score -259742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -259742.890625 Penalty: 2706.903564
	Iteration 22Q: 3 clusters Score -259742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -259744.187500 Penalty: 2706.903564
	Iteration 23Q: 3 clusters Score -259744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -259745.671875 Penalty: 2706.903564
	Iteration 24Q: 3 clusters Score -259745.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -259747.718750 Penalty: 2706.903564
	Iteration 25Q: 3 clusters Score -259747.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -259749.187500 Penalty: 2706.903564
	Iteration 26Q: 3 clusters Score -259749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -259750.609375 Penalty: 2706.903564
	Iteration 27Q: 3 clusters Score -259750.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -259750.609375 Penalty: 2706.903564
	Iteration 28F: 3 clusters Score -259750.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -605601.937500 Penalty: 1499.563232
	Iteration 0F: 2 clusters Score -605601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -598300.500000 Penalty: 2999.126465
	Iteration 0F: 3 clusters Score -598300.5 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -600694.875000 Penalty: 2999.126465
	Iteration 1F: 3 clusters Score -600694.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -600990.500000 Penalty: 2999.126465
	Iteration 2F: 3 clusters Score -600990.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -601244.375000 Penalty: 2999.126465
	Iteration 3F: 3 clusters Score -601244.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -601478.312500 Penalty: 2999.126465
	Iteration 4Q: 3 clusters Score -601478.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -601698.812500 Penalty: 2999.126465
	Iteration 5Q: 3 clusters Score -601698.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -601955.687500 Penalty: 2999.126465
	Iteration 6Q: 3 clusters Score -601955.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -602264.500000 Penalty: 2999.126465
	Iteration 7Q: 3 clusters Score -602264.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -602581.062500 Penalty: 2999.126465
	Iteration 8Q: 3 clusters Score -602581.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -602952.937500 Penalty: 2999.126465
	Iteration 9Q: 3 clusters Score -602952.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -603383.562500 Penalty: 2999.126465
	Iteration 10Q: 3 clusters Score -603383.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -603763.937500 Penalty: 2999.126465
	Iteration 11Q: 3 clusters Score -603763.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -604078.875000 Penalty: 2999.126465
	Iteration 12Q: 3 clusters Score -604078.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -604261.687500 Penalty: 2999.126465
	Iteration 13Q: 3 clusters Score -604261.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -604365.062500 Penalty: 2999.126465
	Iteration 14Q: 3 clusters Score -604365.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -604436.875000 Penalty: 2999.126465
	Iteration 15Q: 3 clusters Score -604436.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -604492.375000 Penalty: 2999.126465
	Iteration 16Q: 3 clusters Score -604492.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -604543.937500 Penalty: 2999.126465
	Iteration 17Q: 3 clusters Score -604543.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -604572.875000 Penalty: 2999.126465
	Iteration 18Q: 3 clusters Score -604572.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -604589.875000 Penalty: 2999.126465
	Iteration 19Q: 3 clusters Score -604589.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -604604.875000 Penalty: 2999.126465
	Iteration 20F: 3 clusters Score -604604.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -604614.000000 Penalty: 2999.126465
	Iteration 21Q: 3 clusters Score -604614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -604625.437500 Penalty: 2999.126465
	Iteration 22Q: 3 clusters Score -604625.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -604632.687500 Penalty: 2999.126465
	Iteration 23Q: 3 clusters Score -604632.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -604636.937500 Penalty: 2999.126465
	Iteration 24Q: 3 clusters Score -604636.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -604643.187500 Penalty: 2999.126465
	Iteration 25Q: 3 clusters Score -604643.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -604651.625000 Penalty: 2999.126465
	Iteration 26Q: 3 clusters Score -604651.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -604655.562500 Penalty: 2999.126465
	Iteration 27Q: 3 clusters Score -604655.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -604658.187500 Penalty: 2999.126465
	Iteration 28Q: 3 clusters Score -604658.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -604661.500000 Penalty: 2999.126465
	Iteration 29Q: 3 clusters Score -604661.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -604664.437500 Penalty: 2999.126465
	Iteration 30Q: 3 clusters Score -604664.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -604665.500000 Penalty: 2999.126465
	Iteration 31Q: 3 clusters Score -604665.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -604666.437500 Penalty: 2999.126465
	Iteration 32Q: 3 clusters Score -604666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -604669.375000 Penalty: 2999.126465
	Iteration 33Q: 3 clusters Score -604669.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -604669.312500 Penalty: 2999.126465
	Iteration 34Q: 3 clusters Score -604669.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -604671.625000 Penalty: 2999.126465
	Iteration 35Q: 3 clusters Score -604671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -604672.187500 Penalty: 2999.126465
	Iteration 36Q: 3 clusters Score -604672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -604673.750000 Penalty: 2999.126465
	Iteration 37Q: 3 clusters Score -604673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -604675.000000 Penalty: 2999.126465
	Iteration 38Q: 3 clusters Score -604675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -604678.187500 Penalty: 2999.126465
	Iteration 39Q: 3 clusters Score -604678.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -604682.250000 Penalty: 2999.126465
	Iteration 40F: 3 clusters Score -604682.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -604686.625000 Penalty: 2999.126465
	Iteration 41Q: 3 clusters Score -604686.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -604689.937500 Penalty: 2999.126465
	Iteration 42Q: 3 clusters Score -604689.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -604691.062500 Penalty: 2999.126465
	Iteration 43Q: 3 clusters Score -604691.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -604693.937500 Penalty: 2999.126465
	Iteration 44Q: 3 clusters Score -604693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -604695.625000 Penalty: 2999.126465
	Iteration 45Q: 3 clusters Score -604695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -604697.250000 Penalty: 2999.126465
	Iteration 46Q: 3 clusters Score -604697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -604697.125000 Penalty: 2999.126465
	Iteration 47Q: 3 clusters Score -604697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -604698.187500 Penalty: 2999.126465
	Iteration 48Q: 3 clusters Score -604698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -604698.312500 Penalty: 2999.126465
	Iteration 49Q: 3 clusters Score -604698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -604697.437500 Penalty: 2999.126465
	Iteration 50Q: 3 clusters Score -604697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -604698.187500 Penalty: 2999.126465
	Iteration 51Q: 3 clusters Score -604698.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -604698.187500 Penalty: 2999.126465
	Iteration 52F: 3 clusters Score -604698.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -82660.484375 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -82660.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -80942.335938 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -80942.34 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -81350.257812 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -81350.26 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -81475.664062 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -81475.66 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -81553.546875 Penalty: 2376.145996
	Iteration 3F: 3 clusters Score -81553.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -81619.656250 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -81619.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -81649.671875 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -81649.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -81677.835938 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -81677.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -81695.179688 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -81695.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -81710.015625 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -81710.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -81724.585938 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -81724.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -81745.695312 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -81745.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -81766.679688 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -81766.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -81788.109375 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -81788.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -81813.835938 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -81813.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -81833.539062 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -81833.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -81851.789062 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -81851.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -81869.492188 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -81869.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -81884.914062 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -81884.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81895.179688 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -81895.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -81898.914062 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -81898.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -81903.117188 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -81903.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81905.976562 Penalty: 2376.145996
	Iteration 21Q: 3 clusters Score -81905.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81911.531250 Penalty: 2376.145996
	Iteration 22Q: 3 clusters Score -81911.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -81914.156250 Penalty: 2376.145996
	Iteration 23Q: 3 clusters Score -81914.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81916.992188 Penalty: 2376.145996
	Iteration 24Q: 3 clusters Score -81916.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81918.750000 Penalty: 2376.145996
	Iteration 25Q: 3 clusters Score -81918.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81920.632812 Penalty: 2376.145996
	Iteration 26Q: 3 clusters Score -81920.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81922.226562 Penalty: 2376.145996
	Iteration 27Q: 3 clusters Score -81922.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81922.820312 Penalty: 2376.145996
	Iteration 28Q: 3 clusters Score -81922.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81923.210938 Penalty: 2376.145996
	Iteration 29Q: 3 clusters Score -81923.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81924.210938 Penalty: 2376.145996
	Iteration 30Q: 3 clusters Score -81924.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81924.210938 Penalty: 2376.145996
	Iteration 31F: 3 clusters Score -81924.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -373560.062500 Penalty: 1420.849854
	Iteration 0F: 2 clusters Score -373560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -368727.218750 Penalty: 2841.699707
	Iteration 0F: 3 clusters Score -368727.2 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -370088.781250 Penalty: 2841.699707
	Iteration 1F: 3 clusters Score -370088.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -370228.343750 Penalty: 2841.699707
	Iteration 2F: 3 clusters Score -370228.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -370335.281250 Penalty: 2841.699707
	Iteration 3Q: 3 clusters Score -370335.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -370434.687500 Penalty: 2841.699707
	Iteration 4Q: 3 clusters Score -370434.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -370528.000000 Penalty: 2841.699707
	Iteration 5Q: 3 clusters Score -370528 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -370628.843750 Penalty: 2841.699707
	Iteration 6Q: 3 clusters Score -370628.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -370734.281250 Penalty: 2841.699707
	Iteration 7Q: 3 clusters Score -370734.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -370827.750000 Penalty: 2841.699707
	Iteration 8Q: 3 clusters Score -370827.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -370936.218750 Penalty: 2841.699707
	Iteration 9Q: 3 clusters Score -370936.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -371064.843750 Penalty: 2841.699707
	Iteration 10Q: 3 clusters Score -371064.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -371218.437500 Penalty: 2841.699707
	Iteration 11Q: 3 clusters Score -371218.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -371389.750000 Penalty: 2841.699707
	Iteration 12Q: 3 clusters Score -371389.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -371529.437500 Penalty: 2841.699707
	Iteration 13Q: 3 clusters Score -371529.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -371667.750000 Penalty: 2841.699707
	Iteration 14Q: 3 clusters Score -371667.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -371773.593750 Penalty: 2841.699707
	Iteration 15Q: 3 clusters Score -371773.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -371863.562500 Penalty: 2841.699707
	Iteration 16Q: 3 clusters Score -371863.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -371940.312500 Penalty: 2841.699707
	Iteration 17Q: 3 clusters Score -371940.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -372021.093750 Penalty: 2841.699707
	Iteration 18Q: 3 clusters Score -372021.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -372083.843750 Penalty: 2841.699707
	Iteration 19Q: 3 clusters Score -372083.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -372140.437500 Penalty: 2841.699707
	Iteration 20F: 3 clusters Score -372140.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -372193.937500 Penalty: 2841.699707
	Iteration 21Q: 3 clusters Score -372193.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -372240.937500 Penalty: 2841.699707
	Iteration 22Q: 3 clusters Score -372240.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -372270.656250 Penalty: 2841.699707
	Iteration 23Q: 3 clusters Score -372270.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -372296.500000 Penalty: 2841.699707
	Iteration 24Q: 3 clusters Score -372296.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -372338.750000 Penalty: 2841.699707
	Iteration 25Q: 3 clusters Score -372338.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -372378.093750 Penalty: 2841.699707
	Iteration 26Q: 3 clusters Score -372378.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -372402.843750 Penalty: 2841.699707
	Iteration 27Q: 3 clusters Score -372402.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -372416.937500 Penalty: 2841.699707
	Iteration 28Q: 3 clusters Score -372416.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -372426.312500 Penalty: 2841.699707
	Iteration 29Q: 3 clusters Score -372426.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -372429.812500 Penalty: 2841.699707
	Iteration 30Q: 3 clusters Score -372429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -372432.250000 Penalty: 2841.699707
	Iteration 31Q: 3 clusters Score -372432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -372432.937500 Penalty: 2841.699707
	Iteration 32Q: 3 clusters Score -372432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -372432.812500 Penalty: 2841.699707
	Iteration 33Q: 3 clusters Score -372432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -372432.812500 Penalty: 2841.699707
	Iteration 34F: 3 clusters Score -372432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -397143.375000 Penalty: 1430.629639
	Iteration 0F: 2 clusters Score -397143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -392080.750000 Penalty: 2861.259277
	Iteration 0F: 3 clusters Score -392080.8 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -393645.531250 Penalty: 2861.259277
	Iteration 1F: 3 clusters Score -393645.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -393900.031250 Penalty: 2861.259277
	Iteration 2F: 3 clusters Score -393900 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -394118.656250 Penalty: 2861.259277
	Iteration 3F: 3 clusters Score -394118.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -394365.281250 Penalty: 2861.259277
	Iteration 4F: 3 clusters Score -394365.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -394634.093750 Penalty: 2861.259277
	Iteration 5F: 3 clusters Score -394634.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -394885.406250 Penalty: 2861.259277
	Iteration 6F: 3 clusters Score -394885.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -395094.812500 Penalty: 2861.259277
	Iteration 7Q: 3 clusters Score -395094.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -395280.906250 Penalty: 2861.259277
	Iteration 8Q: 3 clusters Score -395280.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -395403.312500 Penalty: 2861.259277
	Iteration 9Q: 3 clusters Score -395403.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -395496.875000 Penalty: 2861.259277
	Iteration 10Q: 3 clusters Score -395496.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -395563.593750 Penalty: 2861.259277
	Iteration 11Q: 3 clusters Score -395563.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -395611.937500 Penalty: 2861.259277
	Iteration 12Q: 3 clusters Score -395611.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -395654.062500 Penalty: 2861.259277
	Iteration 13Q: 3 clusters Score -395654.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -395686.218750 Penalty: 2861.259277
	Iteration 14Q: 3 clusters Score -395686.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -395713.750000 Penalty: 2861.259277
	Iteration 15Q: 3 clusters Score -395713.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -395742.750000 Penalty: 2861.259277
	Iteration 16Q: 3 clusters Score -395742.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -395766.625000 Penalty: 2861.259277
	Iteration 17Q: 3 clusters Score -395766.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -395784.687500 Penalty: 2861.259277
	Iteration 18Q: 3 clusters Score -395784.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -395801.468750 Penalty: 2861.259277
	Iteration 19Q: 3 clusters Score -395801.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -395817.406250 Penalty: 2861.259277
	Iteration 20F: 3 clusters Score -395817.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -395837.968750 Penalty: 2861.259277
	Iteration 21Q: 3 clusters Score -395838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -395856.375000 Penalty: 2861.259277
	Iteration 22Q: 3 clusters Score -395856.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -395876.406250 Penalty: 2861.259277
	Iteration 23Q: 3 clusters Score -395876.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -395891.437500 Penalty: 2861.259277
	Iteration 24Q: 3 clusters Score -395891.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -395905.625000 Penalty: 2861.259277
	Iteration 25Q: 3 clusters Score -395905.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -395915.812500 Penalty: 2861.259277
	Iteration 26Q: 3 clusters Score -395915.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -395925.750000 Penalty: 2861.259277
	Iteration 27Q: 3 clusters Score -395925.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -395933.406250 Penalty: 2861.259277
	Iteration 28Q: 3 clusters Score -395933.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -395940.062500 Penalty: 2861.259277
	Iteration 29Q: 3 clusters Score -395940.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -395947.062500 Penalty: 2861.259277
	Iteration 30Q: 3 clusters Score -395947.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -395955.000000 Penalty: 2861.259277
	Iteration 31Q: 3 clusters Score -395955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -395964.687500 Penalty: 2861.259277
	Iteration 32Q: 3 clusters Score -395964.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -395972.656250 Penalty: 2861.259277
	Iteration 33Q: 3 clusters Score -395972.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -395976.781250 Penalty: 2861.259277
	Iteration 34Q: 3 clusters Score -395976.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -395982.718750 Penalty: 2861.259277
	Iteration 35Q: 3 clusters Score -395982.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -395989.218750 Penalty: 2861.259277
	Iteration 36Q: 3 clusters Score -395989.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -395995.031250 Penalty: 2861.259277
	Iteration 37Q: 3 clusters Score -395995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -396001.281250 Penalty: 2861.259277
	Iteration 38Q: 3 clusters Score -396001.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -396006.812500 Penalty: 2861.259277
	Iteration 39Q: 3 clusters Score -396006.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -396009.781250 Penalty: 2861.259277
	Iteration 40F: 3 clusters Score -396009.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -396013.562500 Penalty: 2861.259277
	Iteration 41Q: 3 clusters Score -396013.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -396018.625000 Penalty: 2861.259277
	Iteration 42Q: 3 clusters Score -396018.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -396027.218750 Penalty: 2861.259277
	Iteration 43Q: 3 clusters Score -396027.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -396035.187500 Penalty: 2861.259277
	Iteration 44Q: 3 clusters Score -396035.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -396043.531250 Penalty: 2861.259277
	Iteration 45Q: 3 clusters Score -396043.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -396051.718750 Penalty: 2861.259277
	Iteration 46Q: 3 clusters Score -396051.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -396062.156250 Penalty: 2861.259277
	Iteration 47Q: 3 clusters Score -396062.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -396068.093750 Penalty: 2861.259277
	Iteration 48Q: 3 clusters Score -396068.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -396075.312500 Penalty: 2861.259277
	Iteration 49Q: 3 clusters Score -396075.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -396078.000000 Penalty: 2861.259277
	Iteration 50Q: 3 clusters Score -396078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -396082.812500 Penalty: 2861.259277
	Iteration 51Q: 3 clusters Score -396082.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -396086.843750 Penalty: 2861.259277
	Iteration 52Q: 3 clusters Score -396086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -396089.843750 Penalty: 2861.259277
	Iteration 53Q: 3 clusters Score -396089.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -396091.625000 Penalty: 2861.259277
	Iteration 54Q: 3 clusters Score -396091.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -396093.437500 Penalty: 2861.259277
	Iteration 55Q: 3 clusters Score -396093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -396095.437500 Penalty: 2861.259277
	Iteration 56Q: 3 clusters Score -396095.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -396097.531250 Penalty: 2861.259277
	Iteration 57Q: 3 clusters Score -396097.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -396099.218750 Penalty: 2861.259277
	Iteration 58Q: 3 clusters Score -396099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -396100.281250 Penalty: 2861.259277
	Iteration 59Q: 3 clusters Score -396100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -396100.031250 Penalty: 2861.259277
	Iteration 60F: 3 clusters Score -396100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -396100.843750 Penalty: 2861.259277
	Iteration 61Q: 3 clusters Score -396100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -396101.375000 Penalty: 2861.259277
	Iteration 62Q: 3 clusters Score -396101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -396101.781250 Penalty: 2861.259277
	Iteration 63Q: 3 clusters Score -396101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -396101.906250 Penalty: 2861.259277
	Iteration 64Q: 3 clusters Score -396101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -396101.968750 Penalty: 2861.259277
	Iteration 65Q: 3 clusters Score -396102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -396101.875000 Penalty: 2861.259277
	Iteration 66Q: 3 clusters Score -396101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -396102.187500 Penalty: 2861.259277
	Iteration 67Q: 3 clusters Score -396102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -396101.937500 Penalty: 2861.259277
	Iteration 68Q: 3 clusters Score -396101.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -396102.843750 Penalty: 2861.259277
	Iteration 69Q: 3 clusters Score -396102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -396103.718750 Penalty: 2861.259277
	Iteration 70Q: 3 clusters Score -396103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -396105.843750 Penalty: 2861.259277
	Iteration 71Q: 3 clusters Score -396105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -396106.812500 Penalty: 2861.259277
	Iteration 72Q: 3 clusters Score -396106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -396109.187500 Penalty: 2861.259277
	Iteration 73Q: 3 clusters Score -396109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -396110.281250 Penalty: 2861.259277
	Iteration 74Q: 3 clusters Score -396110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -396111.812500 Penalty: 2861.259277
	Iteration 75Q: 3 clusters Score -396111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -396112.437500 Penalty: 2861.259277
	Iteration 76Q: 3 clusters Score -396112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -396113.156250 Penalty: 2861.259277
	Iteration 77Q: 3 clusters Score -396113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -396113.375000 Penalty: 2861.259277
	Iteration 78Q: 3 clusters Score -396113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -396113.750000 Penalty: 2861.259277
	Iteration 79Q: 3 clusters Score -396113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -396115.406250 Penalty: 2861.259277
	Iteration 80F: 3 clusters Score -396115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -396115.500000 Penalty: 2861.259277
	Iteration 81Q: 3 clusters Score -396115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -396115.437500 Penalty: 2861.259277
	Iteration 82Q: 3 clusters Score -396115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -396115.437500 Penalty: 2861.259277
	Iteration 83F: 3 clusters Score -396115.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101900 members 
Entering Unmasked Estep 
Score: -6259116.000000 Penalty: 1873.908813
	Iteration 0F: 2 clusters Score -6259116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6190772.000000 Penalty: 3747.817627
	Iteration 0F: 3 clusters Score -6190772 nChanged 48726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -6219072.000000 Penalty: 3747.817627
	Iteration 1F: 3 clusters Score -6219072 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6219721.500000 Penalty: 3747.817627
	Iteration 2Q: 3 clusters Score -6219722 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -6220349.000000 Penalty: 3747.817627
	Iteration 3Q: 3 clusters Score -6220349 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -6221043.000000 Penalty: 3747.817627
	Iteration 4Q: 3 clusters Score -6221043 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -6222047.500000 Penalty: 3747.817627
	Iteration 5Q: 3 clusters Score -6222048 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -6223362.000000 Penalty: 3747.817627
	Iteration 6Q: 3 clusters Score -6223362 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -6225450.000000 Penalty: 3747.817627
	Iteration 7Q: 3 clusters Score -6225450 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -6228953.000000 Penalty: 3747.817627
	Iteration 8F: 3 clusters Score -6228953 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -6233665.000000 Penalty: 3747.817627
	Iteration 9F: 3 clusters Score -6233665 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -6237747.000000 Penalty: 3747.817627
	Iteration 10F: 3 clusters Score -6237747 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -6239398.500000 Penalty: 3747.817627
	Iteration 11Q: 3 clusters Score -6239398 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -6239932.500000 Penalty: 3747.817627
	Iteration 12Q: 3 clusters Score -6239932 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -6240150.500000 Penalty: 3747.817627
	Iteration 13Q: 3 clusters Score -6240150 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -6240309.500000 Penalty: 3747.817627
	Iteration 14Q: 3 clusters Score -6240310 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -6240477.000000 Penalty: 3747.817627
	Iteration 15Q: 3 clusters Score -6240477 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -6240607.000000 Penalty: 3747.817627
	Iteration 16Q: 3 clusters Score -6240607 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -6240735.000000 Penalty: 3747.817627
	Iteration 17Q: 3 clusters Score -6240735 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -6240903.000000 Penalty: 3747.817627
	Iteration 18Q: 3 clusters Score -6240903 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -6241075.500000 Penalty: 3747.817627
	Iteration 19Q: 3 clusters Score -6241076 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -6241312.500000 Penalty: 3747.817627
	Iteration 20F: 3 clusters Score -6241312 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -6241519.500000 Penalty: 3747.817627
	Iteration 21Q: 3 clusters Score -6241520 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -6241679.500000 Penalty: 3747.817627
	Iteration 22Q: 3 clusters Score -6241680 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -6241914.000000 Penalty: 3747.817627
	Iteration 23Q: 3 clusters Score -6241914 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -6242214.500000 Penalty: 3747.817627
	Iteration 24Q: 3 clusters Score -6242214 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70045 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -6242573.500000 Penalty: 3747.817627
	Iteration 25Q: 3 clusters Score -6242574 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -6242900.500000 Penalty: 3747.817627
	Iteration 26Q: 3 clusters Score -6242900 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -6243313.000000 Penalty: 3747.817627
	Iteration 27Q: 3 clusters Score -6243313 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -6243833.000000 Penalty: 3747.817627
	Iteration 28Q: 3 clusters Score -6243833 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76267 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -6244387.000000 Penalty: 3747.817627
	Iteration 29Q: 3 clusters Score -6244387 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -6245005.000000 Penalty: 3747.817627
	Iteration 30Q: 3 clusters Score -6245005 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -6245630.500000 Penalty: 3747.817627
	Iteration 31Q: 3 clusters Score -6245630 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -6246421.500000 Penalty: 3747.817627
	Iteration 32Q: 3 clusters Score -6246422 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -6247274.000000 Penalty: 3747.817627
	Iteration 33Q: 3 clusters Score -6247274 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -6248200.000000 Penalty: 3747.817627
	Iteration 34Q: 3 clusters Score -6248200 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -6249138.000000 Penalty: 3747.817627
	Iteration 35Q: 3 clusters Score -6249138 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -6250035.000000 Penalty: 3747.817627
	Iteration 36Q: 3 clusters Score -6250035 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -6251029.000000 Penalty: 3747.817627
	Iteration 37Q: 3 clusters Score -6251029 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -6251970.500000 Penalty: 3747.817627
	Iteration 38Q: 3 clusters Score -6251970 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94480 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -6252834.000000 Penalty: 3747.817627
	Iteration 39Q: 3 clusters Score -6252834 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -6253754.500000 Penalty: 3747.817627
	Iteration 40F: 3 clusters Score -6253754 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -6254508.000000 Penalty: 3747.817627
	Iteration 41Q: 3 clusters Score -6254508 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98083 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -6255212.000000 Penalty: 3747.817627
	Iteration 42Q: 3 clusters Score -6255212 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98903 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6255781.500000 Penalty: 3747.817627
	Iteration 43Q: 3 clusters Score -6255782 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6256206.000000 Penalty: 3747.817627
	Iteration 44Q: 3 clusters Score -6256206 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100021 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6256512.500000 Penalty: 3747.817627
	Iteration 45Q: 3 clusters Score -6256512 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100387 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6256737.000000 Penalty: 3747.817627
	Iteration 46Q: 3 clusters Score -6256737 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6256905.000000 Penalty: 3747.817627
	Iteration 47Q: 3 clusters Score -6256905 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6257061.500000 Penalty: 3747.817627
	Iteration 48Q: 3 clusters Score -6257062 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6257164.000000 Penalty: 3747.817627
	Iteration 49Q: 3 clusters Score -6257164 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6257244.000000 Penalty: 3747.817627
	Iteration 50Q: 3 clusters Score -6257244 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6257287.000000 Penalty: 3747.817627
	Iteration 51Q: 3 clusters Score -6257287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6257315.000000 Penalty: 3747.817627
	Iteration 52Q: 3 clusters Score -6257315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6257333.500000 Penalty: 3747.817627
	Iteration 53Q: 3 clusters Score -6257334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6257374.500000 Penalty: 3747.817627
	Iteration 54Q: 3 clusters Score -6257374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101374 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6257396.500000 Penalty: 3747.817627
	Iteration 55Q: 3 clusters Score -6257396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101400 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6257423.000000 Penalty: 3747.817627
	Iteration 56Q: 3 clusters Score -6257423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6257430.500000 Penalty: 3747.817627
	Iteration 57Q: 3 clusters Score -6257430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6257440.500000 Penalty: 3747.817627
	Iteration 58Q: 3 clusters Score -6257440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6257451.000000 Penalty: 3747.817627
	Iteration 59Q: 3 clusters Score -6257451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101461 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6257453.500000 Penalty: 3747.817627
	Iteration 60F: 3 clusters Score -6257454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101469 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6257456.500000 Penalty: 3747.817627
	Iteration 61Q: 3 clusters Score -6257456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101470 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6257458.000000 Penalty: 3747.817627
	Iteration 62Q: 3 clusters Score -6257458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6257456.500000 Penalty: 3747.817627
	Iteration 63Q: 3 clusters Score -6257456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6257463.000000 Penalty: 3747.817627
	Iteration 64Q: 3 clusters Score -6257463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6257469.500000 Penalty: 3747.817627
	Iteration 65Q: 3 clusters Score -6257470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6257470.500000 Penalty: 3747.817627
	Iteration 66Q: 3 clusters Score -6257470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6257475.500000 Penalty: 3747.817627
	Iteration 67Q: 3 clusters Score -6257476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101495 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6257469.000000 Penalty: 3747.817627
	Iteration 68Q: 3 clusters Score -6257469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6257480.500000 Penalty: 3747.817627
	Iteration 69Q: 3 clusters Score -6257480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6257479.500000 Penalty: 3747.817627
	Iteration 70Q: 3 clusters Score -6257480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6257484.000000 Penalty: 3747.817627
	Iteration 71Q: 3 clusters Score -6257484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101515 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6257488.500000 Penalty: 3747.817627
	Iteration 72Q: 3 clusters Score -6257488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6257495.000000 Penalty: 3747.817627
	Iteration 73Q: 3 clusters Score -6257495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6257497.000000 Penalty: 3747.817627
	Iteration 74Q: 3 clusters Score -6257497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6257495.000000 Penalty: 3747.817627
	Iteration 75Q: 3 clusters Score -6257495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6257489.000000 Penalty: 3747.817627
	Iteration 76Q: 3 clusters Score -6257489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6257493.000000 Penalty: 3747.817627
	Iteration 77Q: 3 clusters Score -6257493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6257493.000000 Penalty: 3747.817627
	Iteration 78F: 3 clusters Score -6257493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -157073.578125 Penalty: 1289.358398
	Iteration 0F: 2 clusters Score -157073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -154535.515625 Penalty: 2578.716797
	Iteration 0F: 3 clusters Score -154535.5 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -155213.421875 Penalty: 2578.716797
	Iteration 1F: 3 clusters Score -155213.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -155359.500000 Penalty: 2578.716797
	Iteration 2F: 3 clusters Score -155359.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -155448.265625 Penalty: 2578.716797
	Iteration 3F: 3 clusters Score -155448.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -155511.328125 Penalty: 2578.716797
	Iteration 4Q: 3 clusters Score -155511.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -155563.718750 Penalty: 2578.716797
	Iteration 5Q: 3 clusters Score -155563.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -155616.000000 Penalty: 2578.716797
	Iteration 6Q: 3 clusters Score -155616 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -155672.156250 Penalty: 2578.716797
	Iteration 7Q: 3 clusters Score -155672.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -155727.187500 Penalty: 2578.716797
	Iteration 8Q: 3 clusters Score -155727.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -155787.828125 Penalty: 2578.716797
	Iteration 9Q: 3 clusters Score -155787.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -155834.515625 Penalty: 2578.716797
	Iteration 10Q: 3 clusters Score -155834.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -155876.500000 Penalty: 2578.716797
	Iteration 11Q: 3 clusters Score -155876.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -155905.625000 Penalty: 2578.716797
	Iteration 12Q: 3 clusters Score -155905.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -155925.328125 Penalty: 2578.716797
	Iteration 13Q: 3 clusters Score -155925.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -155946.125000 Penalty: 2578.716797
	Iteration 14Q: 3 clusters Score -155946.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -155966.593750 Penalty: 2578.716797
	Iteration 15Q: 3 clusters Score -155966.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -155986.656250 Penalty: 2578.716797
	Iteration 16Q: 3 clusters Score -155986.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -156007.765625 Penalty: 2578.716797
	Iteration 17Q: 3 clusters Score -156007.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -156022.875000 Penalty: 2578.716797
	Iteration 18Q: 3 clusters Score -156022.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -156031.671875 Penalty: 2578.716797
	Iteration 19Q: 3 clusters Score -156031.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -156037.375000 Penalty: 2578.716797
	Iteration 20F: 3 clusters Score -156037.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -156042.375000 Penalty: 2578.716797
	Iteration 21Q: 3 clusters Score -156042.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -156044.578125 Penalty: 2578.716797
	Iteration 22Q: 3 clusters Score -156044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -156045.796875 Penalty: 2578.716797
	Iteration 23Q: 3 clusters Score -156045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -156046.390625 Penalty: 2578.716797
	Iteration 24Q: 3 clusters Score -156046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -156047.593750 Penalty: 2578.716797
	Iteration 25Q: 3 clusters Score -156047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -156048.734375 Penalty: 2578.716797
	Iteration 26Q: 3 clusters Score -156048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -156049.171875 Penalty: 2578.716797
	Iteration 27Q: 3 clusters Score -156049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -156049.640625 Penalty: 2578.716797
	Iteration 28Q: 3 clusters Score -156049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -156050.343750 Penalty: 2578.716797
	Iteration 29Q: 3 clusters Score -156050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -156050.843750 Penalty: 2578.716797
	Iteration 30Q: 3 clusters Score -156050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -156050.843750 Penalty: 2578.716797
	Iteration 31F: 3 clusters Score -156050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Entering Unmasked Estep 
Score: -930222.062500 Penalty: 1569.648682
	Iteration 0F: 2 clusters Score -930222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -919394.375000 Penalty: 3139.297363
	Iteration 0F: 3 clusters Score -919394.4 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -923319.437500 Penalty: 3139.297363
	Iteration 1F: 3 clusters Score -923319.4 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -924007.750000 Penalty: 3139.297363
	Iteration 2F: 3 clusters Score -924007.8 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -924993.375000 Penalty: 3139.297363
	Iteration 3F: 3 clusters Score -924993.4 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -926190.312500 Penalty: 3139.297363
	Iteration 4F: 3 clusters Score -926190.3 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -927377.250000 Penalty: 3139.297363
	Iteration 5F: 3 clusters Score -927377.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -928354.000000 Penalty: 3139.297363
	Iteration 6F: 3 clusters Score -928354 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -929107.125000 Penalty: 3139.297363
	Iteration 7Q: 3 clusters Score -929107.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -929587.687500 Penalty: 3139.297363
	Iteration 8Q: 3 clusters Score -929587.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -929884.250000 Penalty: 3139.297363
	Iteration 9Q: 3 clusters Score -929884.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -930033.937500 Penalty: 3139.297363
	Iteration 10Q: 3 clusters Score -930033.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -930099.875000 Penalty: 3139.297363
	Iteration 11Q: 3 clusters Score -930099.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -930124.187500 Penalty: 3139.297363
	Iteration 12Q: 3 clusters Score -930124.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -930136.125000 Penalty: 3139.297363
	Iteration 13Q: 3 clusters Score -930136.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -930139.750000 Penalty: 3139.297363
	Iteration 14Q: 3 clusters Score -930139.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -930140.437500 Penalty: 3139.297363
	Iteration 15Q: 3 clusters Score -930140.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -930144.875000 Penalty: 3139.297363
	Iteration 16Q: 3 clusters Score -930144.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -930145.187500 Penalty: 3139.297363
	Iteration 17Q: 3 clusters Score -930145.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -930148.062500 Penalty: 3139.297363
	Iteration 18Q: 3 clusters Score -930148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -930145.375000 Penalty: 3139.297363
	Iteration 19Q: 3 clusters Score -930145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -930149.250000 Penalty: 3139.297363
	Iteration 20F: 3 clusters Score -930149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -930145.750000 Penalty: 3139.297363
	Iteration 21Q: 3 clusters Score -930145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -930147.562500 Penalty: 3139.297363
	Iteration 22Q: 3 clusters Score -930147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -930147.562500 Penalty: 3139.297363
	Iteration 23Q: 3 clusters Score -930147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -930148.562500 Penalty: 3139.297363
	Iteration 24Q: 3 clusters Score -930148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -930149.250000 Penalty: 3139.297363
	Iteration 25Q: 3 clusters Score -930149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -930148.500000 Penalty: 3139.297363
	Iteration 26Q: 3 clusters Score -930148.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -930148.500000 Penalty: 3139.297363
	Iteration 27F: 3 clusters Score -930148.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -194129.609375 Penalty: 1323.037964
	Iteration 0F: 2 clusters Score -194129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -191133.625000 Penalty: 2646.075928
	Iteration 0F: 3 clusters Score -191133.6 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -191861.562500 Penalty: 2646.075928
	Iteration 1F: 3 clusters Score -191861.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -192022.484375 Penalty: 2646.075928
	Iteration 2F: 3 clusters Score -192022.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -192146.140625 Penalty: 2646.075928
	Iteration 3F: 3 clusters Score -192146.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -192245.218750 Penalty: 2646.075928
	Iteration 4Q: 3 clusters Score -192245.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -192334.171875 Penalty: 2646.075928
	Iteration 5Q: 3 clusters Score -192334.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -192398.031250 Penalty: 2646.075928
	Iteration 6Q: 3 clusters Score -192398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -192447.328125 Penalty: 2646.075928
	Iteration 7Q: 3 clusters Score -192447.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -192489.406250 Penalty: 2646.075928
	Iteration 8Q: 3 clusters Score -192489.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -192534.484375 Penalty: 2646.075928
	Iteration 9Q: 3 clusters Score -192534.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -192598.062500 Penalty: 2646.075928
	Iteration 10Q: 3 clusters Score -192598.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -192643.234375 Penalty: 2646.075928
	Iteration 11Q: 3 clusters Score -192643.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -192682.187500 Penalty: 2646.075928
	Iteration 12Q: 3 clusters Score -192682.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -192718.671875 Penalty: 2646.075928
	Iteration 13Q: 3 clusters Score -192718.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -192756.046875 Penalty: 2646.075928
	Iteration 14Q: 3 clusters Score -192756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -192794.609375 Penalty: 2646.075928
	Iteration 15Q: 3 clusters Score -192794.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -192840.015625 Penalty: 2646.075928
	Iteration 16Q: 3 clusters Score -192840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -192875.953125 Penalty: 2646.075928
	Iteration 17Q: 3 clusters Score -192876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -192895.234375 Penalty: 2646.075928
	Iteration 18Q: 3 clusters Score -192895.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -192908.625000 Penalty: 2646.075928
	Iteration 19Q: 3 clusters Score -192908.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -192928.140625 Penalty: 2646.075928
	Iteration 20F: 3 clusters Score -192928.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -192946.937500 Penalty: 2646.075928
	Iteration 21Q: 3 clusters Score -192946.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -192961.406250 Penalty: 2646.075928
	Iteration 22Q: 3 clusters Score -192961.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -192983.234375 Penalty: 2646.075928
	Iteration 23Q: 3 clusters Score -192983.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -193007.312500 Penalty: 2646.075928
	Iteration 24Q: 3 clusters Score -193007.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -193025.062500 Penalty: 2646.075928
	Iteration 25Q: 3 clusters Score -193025.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -193034.875000 Penalty: 2646.075928
	Iteration 26Q: 3 clusters Score -193034.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -193046.921875 Penalty: 2646.075928
	Iteration 27Q: 3 clusters Score -193046.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -193056.625000 Penalty: 2646.075928
	Iteration 28Q: 3 clusters Score -193056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -193064.156250 Penalty: 2646.075928
	Iteration 29Q: 3 clusters Score -193064.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -193076.656250 Penalty: 2646.075928
	Iteration 30Q: 3 clusters Score -193076.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -193091.281250 Penalty: 2646.075928
	Iteration 31Q: 3 clusters Score -193091.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -193104.828125 Penalty: 2646.075928
	Iteration 32Q: 3 clusters Score -193104.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -193122.109375 Penalty: 2646.075928
	Iteration 33Q: 3 clusters Score -193122.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -193138.953125 Penalty: 2646.075928
	Iteration 34Q: 3 clusters Score -193139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -193148.578125 Penalty: 2646.075928
	Iteration 35Q: 3 clusters Score -193148.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -193162.937500 Penalty: 2646.075928
	Iteration 36Q: 3 clusters Score -193162.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -193179.953125 Penalty: 2646.075928
	Iteration 37Q: 3 clusters Score -193180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -193194.890625 Penalty: 2646.075928
	Iteration 38Q: 3 clusters Score -193194.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -193202.171875 Penalty: 2646.075928
	Iteration 39Q: 3 clusters Score -193202.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -193207.828125 Penalty: 2646.075928
	Iteration 40F: 3 clusters Score -193207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -193209.359375 Penalty: 2646.075928
	Iteration 41Q: 3 clusters Score -193209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -193211.140625 Penalty: 2646.075928
	Iteration 42Q: 3 clusters Score -193211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -193213.156250 Penalty: 2646.075928
	Iteration 43Q: 3 clusters Score -193213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -193214.265625 Penalty: 2646.075928
	Iteration 44Q: 3 clusters Score -193214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -193215.031250 Penalty: 2646.075928
	Iteration 45Q: 3 clusters Score -193215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -193215.140625 Penalty: 2646.075928
	Iteration 46Q: 3 clusters Score -193215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -193216.296875 Penalty: 2646.075928
	Iteration 47Q: 3 clusters Score -193216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -193216.296875 Penalty: 2646.075928
	Iteration 48F: 3 clusters Score -193216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39472 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13587 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101900 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950486.000000 Penalty: 46602.589844
Iteration 239Q: 23 clusters Score -2.695049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24564 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39472 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101901 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950478.000000 Penalty: 46602.589844
Iteration 240F: 23 clusters Score -2.695048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39472 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28511 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101902 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950480.000000 Penalty: 46602.589844
Iteration 241Q: 23 clusters Score -2.695048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28510 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101903 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950486.000000 Penalty: 46602.589844
Iteration 242Q: 23 clusters Score -2.695049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23374 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28510 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101904 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950480.000000 Penalty: 46602.589844
Iteration 243Q: 23 clusters Score -2.695048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28510 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101904 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950486.000000 Penalty: 46602.589844
Iteration 244Q: 23 clusters Score -2.695049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28509 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101902 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950482.000000 Penalty: 46602.589844
Iteration 245Q: 23 clusters Score -2.695048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12825 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28509 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101903 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950482.000000 Penalty: 46602.589844
Iteration 246Q: 23 clusters Score -2.695048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12824 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28509 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101904 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950484.000000 Penalty: 46602.589844
Iteration 247Q: 23 clusters Score -2.695048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12822 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101907 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950480.000000 Penalty: 46602.589844
Iteration 248Q: 23 clusters Score -2.695048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12819 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101910 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950484.000000 Penalty: 46602.589844
Iteration 249Q: 23 clusters Score -2.695048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12815 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101913 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950488.000000 Penalty: 46602.589844
Iteration 250Q: 23 clusters Score -2.695049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12812 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101915 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950482.000000 Penalty: 46602.589844
Iteration 251Q: 23 clusters Score -2.695048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101917 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950472.000000 Penalty: 46602.589844
Iteration 252Q: 23 clusters Score -2.695047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12806 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101921 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950476.000000 Penalty: 46602.589844
Iteration 253Q: 23 clusters Score -2.695048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12803 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101928 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950480.000000 Penalty: 46602.589844
Iteration 254Q: 23 clusters Score -2.695048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101929 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950484.000000 Penalty: 46602.589844
Iteration 255Q: 23 clusters Score -2.695048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101929 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950484.000000 Penalty: 46602.589844
Iteration 256F: 23 clusters Score -2.695048e+07 nChanged 0
Entering ConstructFrom: 
Score: -26950484.000000 Penalty: 46602.589844
Entering ConstructFrom: 
Trying to split cluster 1 (104015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Entering Unmasked Estep 
Score: -6410260.000000 Penalty: 1877.247070
	Iteration 0F: 2 clusters Score -6410260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -6340520.000000 Penalty: 3754.494141
	Iteration 0F: 3 clusters Score -6340520 nChanged 49876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6369682.500000 Penalty: 3754.494141
	Iteration 1F: 3 clusters Score -6369682 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -6370620.500000 Penalty: 3754.494141
	Iteration 2Q: 3 clusters Score -6370620 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -6372266.500000 Penalty: 3754.494141
	Iteration 3Q: 3 clusters Score -6372266 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -6375183.500000 Penalty: 3754.494141
	Iteration 4F: 3 clusters Score -6375184 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -6380450.500000 Penalty: 3754.494141
	Iteration 5F: 3 clusters Score -6380450 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -6388720.000000 Penalty: 3754.494141
	Iteration 6F: 3 clusters Score -6388720 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92875 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -6397885.000000 Penalty: 3754.494141
	Iteration 7F: 3 clusters Score -6397885 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -6404318.500000 Penalty: 3754.494141
	Iteration 8F: 3 clusters Score -6404318 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102051 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6407117.500000 Penalty: 3754.494141
	Iteration 9Q: 3 clusters Score -6407118 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6408050.500000 Penalty: 3754.494141
	Iteration 10Q: 3 clusters Score -6408050 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103412 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6408387.000000 Penalty: 3754.494141
	Iteration 11Q: 3 clusters Score -6408387 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6408510.500000 Penalty: 3754.494141
	Iteration 12Q: 3 clusters Score -6408510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6408572.000000 Penalty: 3754.494141
	Iteration 13Q: 3 clusters Score -6408572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103626 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6408610.000000 Penalty: 3754.494141
	Iteration 14Q: 3 clusters Score -6408610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6408638.500000 Penalty: 3754.494141
	Iteration 15Q: 3 clusters Score -6408638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6408652.500000 Penalty: 3754.494141
	Iteration 16Q: 3 clusters Score -6408652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6408680.000000 Penalty: 3754.494141
	Iteration 17Q: 3 clusters Score -6408680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103662 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6408698.500000 Penalty: 3754.494141
	Iteration 18Q: 3 clusters Score -6408698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103667 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6408708.000000 Penalty: 3754.494141
	Iteration 19Q: 3 clusters Score -6408708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103668 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6408712.000000 Penalty: 3754.494141
	Iteration 20F: 3 clusters Score -6408712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103673 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6408717.500000 Penalty: 3754.494141
	Iteration 21Q: 3 clusters Score -6408718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103678 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6408722.500000 Penalty: 3754.494141
	Iteration 22Q: 3 clusters Score -6408722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6408728.000000 Penalty: 3754.494141
	Iteration 23Q: 3 clusters Score -6408728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103679 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6408723.000000 Penalty: 3754.494141
	Iteration 24Q: 3 clusters Score -6408723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103680 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6408721.500000 Penalty: 3754.494141
	Iteration 25Q: 3 clusters Score -6408722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103680 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6408721.500000 Penalty: 3754.494141
	Iteration 26F: 3 clusters Score -6408722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -67926.804688 Penalty: 1158.250244
	Iteration 0F: 2 clusters Score -67926.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -66308.359375 Penalty: 2316.500488
	Iteration 0F: 3 clusters Score -66308.36 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66581.000000 Penalty: 2316.500488
	Iteration 1F: 3 clusters Score -66581 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -66655.914062 Penalty: 2316.500488
	Iteration 2F: 3 clusters Score -66655.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -66714.273438 Penalty: 2316.500488
	Iteration 3F: 3 clusters Score -66714.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -66746.562500 Penalty: 2316.500488
	Iteration 4Q: 3 clusters Score -66746.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66771.750000 Penalty: 2316.500488
	Iteration 5Q: 3 clusters Score -66771.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -66784.640625 Penalty: 2316.500488
	Iteration 6Q: 3 clusters Score -66784.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -66798.625000 Penalty: 2316.500488
	Iteration 7Q: 3 clusters Score -66798.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -66810.984375 Penalty: 2316.500488
	Iteration 8Q: 3 clusters Score -66810.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -66821.734375 Penalty: 2316.500488
	Iteration 9Q: 3 clusters Score -66821.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -66833.148438 Penalty: 2316.500488
	Iteration 10Q: 3 clusters Score -66833.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -66838.320312 Penalty: 2316.500488
	Iteration 11Q: 3 clusters Score -66838.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -66843.421875 Penalty: 2316.500488
	Iteration 12Q: 3 clusters Score -66843.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -66847.203125 Penalty: 2316.500488
	Iteration 13Q: 3 clusters Score -66847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66849.226562 Penalty: 2316.500488
	Iteration 14Q: 3 clusters Score -66849.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66853.507812 Penalty: 2316.500488
	Iteration 15Q: 3 clusters Score -66853.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66861.023438 Penalty: 2316.500488
	Iteration 16Q: 3 clusters Score -66861.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -66867.890625 Penalty: 2316.500488
	Iteration 17Q: 3 clusters Score -66867.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -66873.023438 Penalty: 2316.500488
	Iteration 18Q: 3 clusters Score -66873.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66877.390625 Penalty: 2316.500488
	Iteration 19Q: 3 clusters Score -66877.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66879.218750 Penalty: 2316.500488
	Iteration 20F: 3 clusters Score -66879.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -66880.234375 Penalty: 2316.500488
	Iteration 21Q: 3 clusters Score -66880.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -66881.906250 Penalty: 2316.500488
	Iteration 22Q: 3 clusters Score -66881.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -66883.960938 Penalty: 2316.500488
	Iteration 23Q: 3 clusters Score -66883.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -66886.210938 Penalty: 2316.500488
	Iteration 24Q: 3 clusters Score -66886.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -66887.492188 Penalty: 2316.500488
	Iteration 25Q: 3 clusters Score -66887.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -66888.578125 Penalty: 2316.500488
	Iteration 26Q: 3 clusters Score -66888.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -66890.062500 Penalty: 2316.500488
	Iteration 27Q: 3 clusters Score -66890.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -66890.351562 Penalty: 2316.500488
	Iteration 28Q: 3 clusters Score -66890.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -66890.351562 Penalty: 2316.500488
	Iteration 29F: 3 clusters Score -66890.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Entering Unmasked Estep 
Score: -765224.312500 Penalty: 1529.618408
	Iteration 0F: 2 clusters Score -765224.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -756611.562500 Penalty: 3059.236816
	Iteration 0F: 3 clusters Score -756611.6 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -759807.250000 Penalty: 3059.236816
	Iteration 1F: 3 clusters Score -759807.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -760353.750000 Penalty: 3059.236816
	Iteration 2F: 3 clusters Score -760353.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -760882.937500 Penalty: 3059.236816
	Iteration 3F: 3 clusters Score -760882.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -761492.062500 Penalty: 3059.236816
	Iteration 4F: 3 clusters Score -761492.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -762091.000000 Penalty: 3059.236816
	Iteration 5F: 3 clusters Score -762091 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -762700.875000 Penalty: 3059.236816
	Iteration 6F: 3 clusters Score -762700.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -763236.500000 Penalty: 3059.236816
	Iteration 7Q: 3 clusters Score -763236.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -763629.187500 Penalty: 3059.236816
	Iteration 8Q: 3 clusters Score -763629.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -763893.937500 Penalty: 3059.236816
	Iteration 9Q: 3 clusters Score -763893.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -764061.750000 Penalty: 3059.236816
	Iteration 10Q: 3 clusters Score -764061.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -764173.437500 Penalty: 3059.236816
	Iteration 11Q: 3 clusters Score -764173.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -764254.375000 Penalty: 3059.236816
	Iteration 12Q: 3 clusters Score -764254.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -764309.687500 Penalty: 3059.236816
	Iteration 13Q: 3 clusters Score -764309.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -764341.062500 Penalty: 3059.236816
	Iteration 14Q: 3 clusters Score -764341.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -764374.750000 Penalty: 3059.236816
	Iteration 15Q: 3 clusters Score -764374.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -764397.625000 Penalty: 3059.236816
	Iteration 16Q: 3 clusters Score -764397.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -764423.500000 Penalty: 3059.236816
	Iteration 17Q: 3 clusters Score -764423.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -764441.687500 Penalty: 3059.236816
	Iteration 18Q: 3 clusters Score -764441.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -764457.812500 Penalty: 3059.236816
	Iteration 19Q: 3 clusters Score -764457.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -764476.937500 Penalty: 3059.236816
	Iteration 20F: 3 clusters Score -764476.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -764494.750000 Penalty: 3059.236816
	Iteration 21Q: 3 clusters Score -764494.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -764511.687500 Penalty: 3059.236816
	Iteration 22Q: 3 clusters Score -764511.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -764524.000000 Penalty: 3059.236816
	Iteration 23Q: 3 clusters Score -764524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -764529.750000 Penalty: 3059.236816
	Iteration 24Q: 3 clusters Score -764529.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -764534.312500 Penalty: 3059.236816
	Iteration 25Q: 3 clusters Score -764534.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -764536.500000 Penalty: 3059.236816
	Iteration 26Q: 3 clusters Score -764536.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -764542.187500 Penalty: 3059.236816
	Iteration 27Q: 3 clusters Score -764542.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -764546.750000 Penalty: 3059.236816
	Iteration 28Q: 3 clusters Score -764546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -764550.812500 Penalty: 3059.236816
	Iteration 29Q: 3 clusters Score -764550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -764552.500000 Penalty: 3059.236816
	Iteration 30Q: 3 clusters Score -764552.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -764554.500000 Penalty: 3059.236816
	Iteration 31Q: 3 clusters Score -764554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -764557.437500 Penalty: 3059.236816
	Iteration 32Q: 3 clusters Score -764557.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -764561.625000 Penalty: 3059.236816
	Iteration 33Q: 3 clusters Score -764561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -764563.937500 Penalty: 3059.236816
	Iteration 34Q: 3 clusters Score -764563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -764566.250000 Penalty: 3059.236816
	Iteration 35Q: 3 clusters Score -764566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -764567.562500 Penalty: 3059.236816
	Iteration 36Q: 3 clusters Score -764567.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -764568.687500 Penalty: 3059.236816
	Iteration 37Q: 3 clusters Score -764568.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -764567.437500 Penalty: 3059.236816
	Iteration 38Q: 3 clusters Score -764567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -764567.187500 Penalty: 3059.236816
	Iteration 39Q: 3 clusters Score -764567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -764568.875000 Penalty: 3059.236816
	Iteration 40F: 3 clusters Score -764568.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -764569.312500 Penalty: 3059.236816
	Iteration 41Q: 3 clusters Score -764569.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -764571.875000 Penalty: 3059.236816
	Iteration 42Q: 3 clusters Score -764571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -764572.062500 Penalty: 3059.236816
	Iteration 43Q: 3 clusters Score -764572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -764571.750000 Penalty: 3059.236816
	Iteration 44Q: 3 clusters Score -764571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -764572.187500 Penalty: 3059.236816
	Iteration 45Q: 3 clusters Score -764572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -764574.000000 Penalty: 3059.236816
	Iteration 46Q: 3 clusters Score -764574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -764576.437500 Penalty: 3059.236816
	Iteration 47Q: 3 clusters Score -764576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -764581.500000 Penalty: 3059.236816
	Iteration 48Q: 3 clusters Score -764581.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -764585.625000 Penalty: 3059.236816
	Iteration 49Q: 3 clusters Score -764585.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -764590.500000 Penalty: 3059.236816
	Iteration 50Q: 3 clusters Score -764590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -764593.125000 Penalty: 3059.236816
	Iteration 51Q: 3 clusters Score -764593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -764593.562500 Penalty: 3059.236816
	Iteration 52Q: 3 clusters Score -764593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -764596.312500 Penalty: 3059.236816
	Iteration 53Q: 3 clusters Score -764596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -764595.250000 Penalty: 3059.236816
	Iteration 54Q: 3 clusters Score -764595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -764595.562500 Penalty: 3059.236816
	Iteration 55Q: 3 clusters Score -764595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -764595.437500 Penalty: 3059.236816
	Iteration 56Q: 3 clusters Score -764595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -764597.062500 Penalty: 3059.236816
	Iteration 57Q: 3 clusters Score -764597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -764599.000000 Penalty: 3059.236816
	Iteration 58Q: 3 clusters Score -764599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -764603.125000 Penalty: 3059.236816
	Iteration 59Q: 3 clusters Score -764603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -764605.812500 Penalty: 3059.236816
	Iteration 60F: 3 clusters Score -764605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -764608.750000 Penalty: 3059.236816
	Iteration 61Q: 3 clusters Score -764608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -764610.500000 Penalty: 3059.236816
	Iteration 62Q: 3 clusters Score -764610.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -764612.125000 Penalty: 3059.236816
	Iteration 63Q: 3 clusters Score -764612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -764611.687500 Penalty: 3059.236816
	Iteration 64Q: 3 clusters Score -764611.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -764611.687500 Penalty: 3059.236816
	Iteration 65F: 3 clusters Score -764611.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Entering Unmasked Estep 
Score: -1469550.625000 Penalty: 1634.676880
	Iteration 0F: 2 clusters Score -1469551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1453648.250000 Penalty: 3269.353760
	Iteration 0F: 3 clusters Score -1453648 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1459736.375000 Penalty: 3269.353760
	Iteration 1F: 3 clusters Score -1459736 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1460517.625000 Penalty: 3269.353760
	Iteration 2F: 3 clusters Score -1460518 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1461590.250000 Penalty: 3269.353760
	Iteration 3F: 3 clusters Score -1461590 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1463038.750000 Penalty: 3269.353760
	Iteration 4F: 3 clusters Score -1463039 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1464601.000000 Penalty: 3269.353760
	Iteration 5F: 3 clusters Score -1464601 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -1465928.375000 Penalty: 3269.353760
	Iteration 6F: 3 clusters Score -1465928 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1466806.125000 Penalty: 3269.353760
	Iteration 7Q: 3 clusters Score -1466806 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -1467307.750000 Penalty: 3269.353760
	Iteration 8Q: 3 clusters Score -1467308 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -1467592.375000 Penalty: 3269.353760
	Iteration 9Q: 3 clusters Score -1467592 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -1467786.750000 Penalty: 3269.353760
	Iteration 10Q: 3 clusters Score -1467787 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -1467928.750000 Penalty: 3269.353760
	Iteration 11Q: 3 clusters Score -1467929 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -1468016.875000 Penalty: 3269.353760
	Iteration 12Q: 3 clusters Score -1468017 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -1468074.000000 Penalty: 3269.353760
	Iteration 13Q: 3 clusters Score -1468074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -1468106.000000 Penalty: 3269.353760
	Iteration 14Q: 3 clusters Score -1468106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -1468133.750000 Penalty: 3269.353760
	Iteration 15Q: 3 clusters Score -1468134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -1468152.500000 Penalty: 3269.353760
	Iteration 16Q: 3 clusters Score -1468152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -1468170.500000 Penalty: 3269.353760
	Iteration 17Q: 3 clusters Score -1468170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -1468178.125000 Penalty: 3269.353760
	Iteration 18Q: 3 clusters Score -1468178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -1468188.125000 Penalty: 3269.353760
	Iteration 19Q: 3 clusters Score -1468188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -1468192.875000 Penalty: 3269.353760
	Iteration 20F: 3 clusters Score -1468193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -1468196.375000 Penalty: 3269.353760
	Iteration 21Q: 3 clusters Score -1468196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -1468195.750000 Penalty: 3269.353760
	Iteration 22Q: 3 clusters Score -1468196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -1468197.750000 Penalty: 3269.353760
	Iteration 23Q: 3 clusters Score -1468198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -1468198.000000 Penalty: 3269.353760
	Iteration 24Q: 3 clusters Score -1468198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -1468197.125000 Penalty: 3269.353760
	Iteration 25Q: 3 clusters Score -1468197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -1468197.125000 Penalty: 3269.353760
	Iteration 26F: 3 clusters Score -1468197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Entering Unmasked Estep 
Score: -1771768.375000 Penalty: 1669.594971
	Iteration 0F: 2 clusters Score -1771768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1752192.875000 Penalty: 3339.189941
	Iteration 0F: 3 clusters Score -1752193 nChanged 13336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1759662.750000 Penalty: 3339.189941
	Iteration 1F: 3 clusters Score -1759663 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1759976.625000 Penalty: 3339.189941
	Iteration 2Q: 3 clusters Score -1759977 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1760249.750000 Penalty: 3339.189941
	Iteration 3Q: 3 clusters Score -1760250 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1760547.750000 Penalty: 3339.189941
	Iteration 4Q: 3 clusters Score -1760548 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1760830.750000 Penalty: 3339.189941
	Iteration 5Q: 3 clusters Score -1760831 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1761193.000000 Penalty: 3339.189941
	Iteration 6Q: 3 clusters Score -1761193 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1761758.875000 Penalty: 3339.189941
	Iteration 7Q: 3 clusters Score -1761759 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1762591.625000 Penalty: 3339.189941
	Iteration 8F: 3 clusters Score -1762592 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1763896.125000 Penalty: 3339.189941
	Iteration 9F: 3 clusters Score -1763896 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1765571.125000 Penalty: 3339.189941
	Iteration 10F: 3 clusters Score -1765571 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1767256.750000 Penalty: 3339.189941
	Iteration 11F: 3 clusters Score -1767257 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1768568.500000 Penalty: 3339.189941
	Iteration 12Q: 3 clusters Score -1768568 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1769414.625000 Penalty: 3339.189941
	Iteration 13Q: 3 clusters Score -1769415 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1769908.250000 Penalty: 3339.189941
	Iteration 14Q: 3 clusters Score -1769908 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1770118.125000 Penalty: 3339.189941
	Iteration 15Q: 3 clusters Score -1770118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1770207.500000 Penalty: 3339.189941
	Iteration 16Q: 3 clusters Score -1770208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1770268.625000 Penalty: 3339.189941
	Iteration 17Q: 3 clusters Score -1770269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1770302.125000 Penalty: 3339.189941
	Iteration 18Q: 3 clusters Score -1770302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1770321.500000 Penalty: 3339.189941
	Iteration 19Q: 3 clusters Score -1770322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1770332.500000 Penalty: 3339.189941
	Iteration 20F: 3 clusters Score -1770332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1770341.250000 Penalty: 3339.189941
	Iteration 21Q: 3 clusters Score -1770341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1770340.500000 Penalty: 3339.189941
	Iteration 22Q: 3 clusters Score -1770340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1770345.875000 Penalty: 3339.189941
	Iteration 23Q: 3 clusters Score -1770346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1770349.750000 Penalty: 3339.189941
	Iteration 24Q: 3 clusters Score -1770350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1770353.375000 Penalty: 3339.189941
	Iteration 25Q: 3 clusters Score -1770353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1770354.000000 Penalty: 3339.189941
	Iteration 26Q: 3 clusters Score -1770354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1770355.250000 Penalty: 3339.189941
	Iteration 27Q: 3 clusters Score -1770355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1770359.375000 Penalty: 3339.189941
	Iteration 28Q: 3 clusters Score -1770359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1770359.375000 Penalty: 3339.189941
	Iteration 29F: 3 clusters Score -1770359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Entering Unmasked Estep 
Score: -239611.234375 Penalty: 1364.007935
	Iteration 0F: 2 clusters Score -239611.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -235990.296875 Penalty: 2728.015869
	Iteration 0F: 3 clusters Score -235990.3 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -237126.968750 Penalty: 2728.015869
	Iteration 1F: 3 clusters Score -237127 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -237409.906250 Penalty: 2728.015869
	Iteration 2F: 3 clusters Score -237409.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -237629.687500 Penalty: 2728.015869
	Iteration 3F: 3 clusters Score -237629.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -237821.265625 Penalty: 2728.015869
	Iteration 4F: 3 clusters Score -237821.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -238023.546875 Penalty: 2728.015869
	Iteration 5F: 3 clusters Score -238023.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -238196.187500 Penalty: 2728.015869
	Iteration 6F: 3 clusters Score -238196.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -238321.687500 Penalty: 2728.015869
	Iteration 7Q: 3 clusters Score -238321.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -238414.500000 Penalty: 2728.015869
	Iteration 8Q: 3 clusters Score -238414.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -238464.062500 Penalty: 2728.015869
	Iteration 9Q: 3 clusters Score -238464.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -238501.937500 Penalty: 2728.015869
	Iteration 10Q: 3 clusters Score -238501.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -238545.546875 Penalty: 2728.015869
	Iteration 11Q: 3 clusters Score -238545.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -238607.687500 Penalty: 2728.015869
	Iteration 12Q: 3 clusters Score -238607.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -238697.296875 Penalty: 2728.015869
	Iteration 13Q: 3 clusters Score -238697.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -238726.312500 Penalty: 2728.015869
	Iteration 14Q: 3 clusters Score -238726.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -238741.718750 Penalty: 2728.015869
	Iteration 15Q: 3 clusters Score -238741.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -238754.437500 Penalty: 2728.015869
	Iteration 16Q: 3 clusters Score -238754.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -238766.593750 Penalty: 2728.015869
	Iteration 17Q: 3 clusters Score -238766.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -238778.375000 Penalty: 2728.015869
	Iteration 18Q: 3 clusters Score -238778.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -238788.921875 Penalty: 2728.015869
	Iteration 19Q: 3 clusters Score -238788.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -238793.843750 Penalty: 2728.015869
	Iteration 20F: 3 clusters Score -238793.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -238796.968750 Penalty: 2728.015869
	Iteration 21Q: 3 clusters Score -238797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -238798.171875 Penalty: 2728.015869
	Iteration 22Q: 3 clusters Score -238798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -238799.765625 Penalty: 2728.015869
	Iteration 23Q: 3 clusters Score -238799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -238799.765625 Penalty: 2728.015869
	Iteration 24F: 3 clusters Score -238799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Entering Unmasked Estep 
Score: -1515739.500000 Penalty: 1642.725098
	Iteration 0F: 2 clusters Score -1515740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1499028.000000 Penalty: 3285.450195
	Iteration 0F: 3 clusters Score -1499028 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1505379.875000 Penalty: 3285.450195
	Iteration 1F: 3 clusters Score -1505380 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1505837.875000 Penalty: 3285.450195
	Iteration 2F: 3 clusters Score -1505838 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1506284.125000 Penalty: 3285.450195
	Iteration 3Q: 3 clusters Score -1506284 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1506789.625000 Penalty: 3285.450195
	Iteration 4Q: 3 clusters Score -1506790 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1507407.375000 Penalty: 3285.450195
	Iteration 5Q: 3 clusters Score -1507407 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1508235.750000 Penalty: 3285.450195
	Iteration 6F: 3 clusters Score -1508236 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1509385.875000 Penalty: 3285.450195
	Iteration 7F: 3 clusters Score -1509386 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1510711.625000 Penalty: 3285.450195
	Iteration 8F: 3 clusters Score -1510712 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1511867.750000 Penalty: 3285.450195
	Iteration 9Q: 3 clusters Score -1511868 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1512603.500000 Penalty: 3285.450195
	Iteration 10Q: 3 clusters Score -1512604 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1512988.125000 Penalty: 3285.450195
	Iteration 11Q: 3 clusters Score -1512988 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1513225.750000 Penalty: 3285.450195
	Iteration 12Q: 3 clusters Score -1513226 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1513407.625000 Penalty: 3285.450195
	Iteration 13Q: 3 clusters Score -1513408 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1513527.500000 Penalty: 3285.450195
	Iteration 14Q: 3 clusters Score -1513528 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1513624.000000 Penalty: 3285.450195
	Iteration 15Q: 3 clusters Score -1513624 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1513702.625000 Penalty: 3285.450195
	Iteration 16Q: 3 clusters Score -1513703 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1513775.875000 Penalty: 3285.450195
	Iteration 17Q: 3 clusters Score -1513776 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1513854.125000 Penalty: 3285.450195
	Iteration 18Q: 3 clusters Score -1513854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1513899.500000 Penalty: 3285.450195
	Iteration 19Q: 3 clusters Score -1513900 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1513958.375000 Penalty: 3285.450195
	Iteration 20F: 3 clusters Score -1513958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1513991.500000 Penalty: 3285.450195
	Iteration 21Q: 3 clusters Score -1513992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1514028.500000 Penalty: 3285.450195
	Iteration 22Q: 3 clusters Score -1514028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1514064.625000 Penalty: 3285.450195
	Iteration 23Q: 3 clusters Score -1514065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1514093.875000 Penalty: 3285.450195
	Iteration 24Q: 3 clusters Score -1514094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1514127.875000 Penalty: 3285.450195
	Iteration 25Q: 3 clusters Score -1514128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1514153.500000 Penalty: 3285.450195
	Iteration 26Q: 3 clusters Score -1514154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1514164.000000 Penalty: 3285.450195
	Iteration 27Q: 3 clusters Score -1514164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1514174.875000 Penalty: 3285.450195
	Iteration 28Q: 3 clusters Score -1514175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1514190.375000 Penalty: 3285.450195
	Iteration 29Q: 3 clusters Score -1514190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1514202.250000 Penalty: 3285.450195
	Iteration 30Q: 3 clusters Score -1514202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1514214.875000 Penalty: 3285.450195
	Iteration 31Q: 3 clusters Score -1514215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1514226.875000 Penalty: 3285.450195
	Iteration 32Q: 3 clusters Score -1514227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1514235.750000 Penalty: 3285.450195
	Iteration 33Q: 3 clusters Score -1514236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1514238.250000 Penalty: 3285.450195
	Iteration 34Q: 3 clusters Score -1514238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1514243.125000 Penalty: 3285.450195
	Iteration 35Q: 3 clusters Score -1514243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1514244.500000 Penalty: 3285.450195
	Iteration 36Q: 3 clusters Score -1514244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1514249.250000 Penalty: 3285.450195
	Iteration 37Q: 3 clusters Score -1514249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1514251.750000 Penalty: 3285.450195
	Iteration 38Q: 3 clusters Score -1514252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1514260.500000 Penalty: 3285.450195
	Iteration 39Q: 3 clusters Score -1514260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1514271.375000 Penalty: 3285.450195
	Iteration 40F: 3 clusters Score -1514271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1514276.250000 Penalty: 3285.450195
	Iteration 41Q: 3 clusters Score -1514276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1514281.875000 Penalty: 3285.450195
	Iteration 42Q: 3 clusters Score -1514282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1514294.000000 Penalty: 3285.450195
	Iteration 43Q: 3 clusters Score -1514294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1514303.250000 Penalty: 3285.450195
	Iteration 44Q: 3 clusters Score -1514303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1514316.875000 Penalty: 3285.450195
	Iteration 45Q: 3 clusters Score -1514317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1514323.125000 Penalty: 3285.450195
	Iteration 46Q: 3 clusters Score -1514323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1514328.500000 Penalty: 3285.450195
	Iteration 47Q: 3 clusters Score -1514328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1514331.000000 Penalty: 3285.450195
	Iteration 48Q: 3 clusters Score -1514331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1514332.750000 Penalty: 3285.450195
	Iteration 49Q: 3 clusters Score -1514333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1514335.875000 Penalty: 3285.450195
	Iteration 50Q: 3 clusters Score -1514336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1514338.625000 Penalty: 3285.450195
	Iteration 51Q: 3 clusters Score -1514339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1514337.750000 Penalty: 3285.450195
	Iteration 52Q: 3 clusters Score -1514338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1514339.250000 Penalty: 3285.450195
	Iteration 53Q: 3 clusters Score -1514339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1514340.250000 Penalty: 3285.450195
	Iteration 54Q: 3 clusters Score -1514340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1514340.250000 Penalty: 3285.450195
	Iteration 55F: 3 clusters Score -1514340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Entering Unmasked Estep 
Score: -807988.312500 Penalty: 1536.820435
	Iteration 0F: 2 clusters Score -807988.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -799063.062500 Penalty: 3073.640869
	Iteration 0F: 3 clusters Score -799063.1 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -801980.625000 Penalty: 3073.640869
	Iteration 1F: 3 clusters Score -801980.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -802310.937500 Penalty: 3073.640869
	Iteration 2F: 3 clusters Score -802310.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -802694.250000 Penalty: 3073.640869
	Iteration 3F: 3 clusters Score -802694.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -803170.312500 Penalty: 3073.640869
	Iteration 4F: 3 clusters Score -803170.3 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -803741.250000 Penalty: 3073.640869
	Iteration 5F: 3 clusters Score -803741.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -804413.375000 Penalty: 3073.640869
	Iteration 6F: 3 clusters Score -804413.4 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -805145.000000 Penalty: 3073.640869
	Iteration 7F: 3 clusters Score -805145 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -805751.625000 Penalty: 3073.640869
	Iteration 8F: 3 clusters Score -805751.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -806195.312500 Penalty: 3073.640869
	Iteration 9Q: 3 clusters Score -806195.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -806456.500000 Penalty: 3073.640869
	Iteration 10Q: 3 clusters Score -806456.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -806600.750000 Penalty: 3073.640869
	Iteration 11Q: 3 clusters Score -806600.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -806682.125000 Penalty: 3073.640869
	Iteration 12Q: 3 clusters Score -806682.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -806730.625000 Penalty: 3073.640869
	Iteration 13Q: 3 clusters Score -806730.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -806759.375000 Penalty: 3073.640869
	Iteration 14Q: 3 clusters Score -806759.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -806773.250000 Penalty: 3073.640869
	Iteration 15Q: 3 clusters Score -806773.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -806791.000000 Penalty: 3073.640869
	Iteration 16Q: 3 clusters Score -806791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -806799.625000 Penalty: 3073.640869
	Iteration 17Q: 3 clusters Score -806799.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -806809.750000 Penalty: 3073.640869
	Iteration 18Q: 3 clusters Score -806809.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -806822.125000 Penalty: 3073.640869
	Iteration 19Q: 3 clusters Score -806822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -806827.062500 Penalty: 3073.640869
	Iteration 20F: 3 clusters Score -806827.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -806829.312500 Penalty: 3073.640869
	Iteration 21Q: 3 clusters Score -806829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -806832.250000 Penalty: 3073.640869
	Iteration 22Q: 3 clusters Score -806832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -806832.000000 Penalty: 3073.640869
	Iteration 23Q: 3 clusters Score -806832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -806833.812500 Penalty: 3073.640869
	Iteration 24Q: 3 clusters Score -806833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -806833.812500 Penalty: 3073.640869
	Iteration 25F: 3 clusters Score -806833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Entering Unmasked Estep 
Score: -536283.000000 Penalty: 1479.631348
	Iteration 0F: 2 clusters Score -536283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -529657.687500 Penalty: 2959.262695
	Iteration 0F: 3 clusters Score -529657.7 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -531752.062500 Penalty: 2959.262695
	Iteration 1F: 3 clusters Score -531752.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -532043.937500 Penalty: 2959.262695
	Iteration 2F: 3 clusters Score -532043.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -532422.125000 Penalty: 2959.262695
	Iteration 3F: 3 clusters Score -532422.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -532898.687500 Penalty: 2959.262695
	Iteration 4F: 3 clusters Score -532898.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -533502.812500 Penalty: 2959.262695
	Iteration 5F: 3 clusters Score -533502.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -534177.500000 Penalty: 2959.262695
	Iteration 6F: 3 clusters Score -534177.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -534739.375000 Penalty: 2959.262695
	Iteration 7F: 3 clusters Score -534739.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -535205.187500 Penalty: 2959.262695
	Iteration 8F: 3 clusters Score -535205.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -535488.687500 Penalty: 2959.262695
	Iteration 9Q: 3 clusters Score -535488.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -535692.000000 Penalty: 2959.262695
	Iteration 10Q: 3 clusters Score -535692 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -535845.625000 Penalty: 2959.262695
	Iteration 11Q: 3 clusters Score -535845.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -535931.125000 Penalty: 2959.262695
	Iteration 12Q: 3 clusters Score -535931.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -535970.125000 Penalty: 2959.262695
	Iteration 13Q: 3 clusters Score -535970.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -535987.375000 Penalty: 2959.262695
	Iteration 14Q: 3 clusters Score -535987.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -536003.625000 Penalty: 2959.262695
	Iteration 15Q: 3 clusters Score -536003.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -536016.187500 Penalty: 2959.262695
	Iteration 16Q: 3 clusters Score -536016.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -536036.812500 Penalty: 2959.262695
	Iteration 17Q: 3 clusters Score -536036.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -536054.375000 Penalty: 2959.262695
	Iteration 18Q: 3 clusters Score -536054.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -536067.375000 Penalty: 2959.262695
	Iteration 19Q: 3 clusters Score -536067.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -536087.812500 Penalty: 2959.262695
	Iteration 20F: 3 clusters Score -536087.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -536108.187500 Penalty: 2959.262695
	Iteration 21Q: 3 clusters Score -536108.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -536130.375000 Penalty: 2959.262695
	Iteration 22Q: 3 clusters Score -536130.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -536150.625000 Penalty: 2959.262695
	Iteration 23Q: 3 clusters Score -536150.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -536166.750000 Penalty: 2959.262695
	Iteration 24Q: 3 clusters Score -536166.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -536182.687500 Penalty: 2959.262695
	Iteration 25Q: 3 clusters Score -536182.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -536201.375000 Penalty: 2959.262695
	Iteration 26Q: 3 clusters Score -536201.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -536214.437500 Penalty: 2959.262695
	Iteration 27Q: 3 clusters Score -536214.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -536227.562500 Penalty: 2959.262695
	Iteration 28Q: 3 clusters Score -536227.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -536233.562500 Penalty: 2959.262695
	Iteration 29Q: 3 clusters Score -536233.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -536240.812500 Penalty: 2959.262695
	Iteration 30Q: 3 clusters Score -536240.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -536245.000000 Penalty: 2959.262695
	Iteration 31Q: 3 clusters Score -536245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -536251.375000 Penalty: 2959.262695
	Iteration 32Q: 3 clusters Score -536251.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -536254.500000 Penalty: 2959.262695
	Iteration 33Q: 3 clusters Score -536254.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -536255.625000 Penalty: 2959.262695
	Iteration 34Q: 3 clusters Score -536255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -536257.937500 Penalty: 2959.262695
	Iteration 35Q: 3 clusters Score -536257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -536257.812500 Penalty: 2959.262695
	Iteration 36Q: 3 clusters Score -536257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -536258.687500 Penalty: 2959.262695
	Iteration 37Q: 3 clusters Score -536258.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -536259.187500 Penalty: 2959.262695
	Iteration 38Q: 3 clusters Score -536259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -536260.000000 Penalty: 2959.262695
	Iteration 39Q: 3 clusters Score -536260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -536259.687500 Penalty: 2959.262695
	Iteration 40F: 3 clusters Score -536259.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Entering Unmasked Estep 
Score: -2433200.750000 Penalty: 1719.789795
	Iteration 0F: 2 clusters Score -2433201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2406722.250000 Penalty: 3439.579590
	Iteration 0F: 3 clusters Score -2406722 nChanged 18481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2416795.750000 Penalty: 3439.579590
	Iteration 1F: 3 clusters Score -2416796 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2417322.750000 Penalty: 3439.579590
	Iteration 2Q: 3 clusters Score -2417323 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2417929.250000 Penalty: 3439.579590
	Iteration 3Q: 3 clusters Score -2417929 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2418758.250000 Penalty: 3439.579590
	Iteration 4Q: 3 clusters Score -2418758 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2419858.250000 Penalty: 3439.579590
	Iteration 5F: 3 clusters Score -2419858 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2421274.750000 Penalty: 3439.579590
	Iteration 6F: 3 clusters Score -2421275 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2423023.750000 Penalty: 3439.579590
	Iteration 7F: 3 clusters Score -2423024 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2424787.750000 Penalty: 3439.579590
	Iteration 8F: 3 clusters Score -2424788 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2426175.750000 Penalty: 3439.579590
	Iteration 9F: 3 clusters Score -2426176 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2426935.500000 Penalty: 3439.579590
	Iteration 10Q: 3 clusters Score -2426936 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2427360.750000 Penalty: 3439.579590
	Iteration 11Q: 3 clusters Score -2427361 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2427676.250000 Penalty: 3439.579590
	Iteration 12Q: 3 clusters Score -2427676 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -2427933.500000 Penalty: 3439.579590
	Iteration 13Q: 3 clusters Score -2427934 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2428239.500000 Penalty: 3439.579590
	Iteration 14Q: 3 clusters Score -2428240 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2428587.500000 Penalty: 3439.579590
	Iteration 15Q: 3 clusters Score -2428588 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -2429012.500000 Penalty: 3439.579590
	Iteration 16Q: 3 clusters Score -2429012 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -2429504.000000 Penalty: 3439.579590
	Iteration 17Q: 3 clusters Score -2429504 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -2430156.000000 Penalty: 3439.579590
	Iteration 18Q: 3 clusters Score -2430156 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -2430975.750000 Penalty: 3439.579590
	Iteration 19Q: 3 clusters Score -2430976 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -2431695.250000 Penalty: 3439.579590
	Iteration 20F: 3 clusters Score -2431695 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -2432230.750000 Penalty: 3439.579590
	Iteration 21Q: 3 clusters Score -2432231 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -2432554.000000 Penalty: 3439.579590
	Iteration 22Q: 3 clusters Score -2432554 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -2432740.250000 Penalty: 3439.579590
	Iteration 23Q: 3 clusters Score -2432740 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -2432859.250000 Penalty: 3439.579590
	Iteration 24Q: 3 clusters Score -2432859 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -2432951.000000 Penalty: 3439.579590
	Iteration 25Q: 3 clusters Score -2432951 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -2433056.000000 Penalty: 3439.579590
	Iteration 26Q: 3 clusters Score -2433056 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -2433152.250000 Penalty: 3439.579590
	Iteration 27Q: 3 clusters Score -2433152 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -2433239.250000 Penalty: 3439.579590
	Iteration 28Q: 3 clusters Score -2433239 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -2433300.250000 Penalty: 3439.579590
	Iteration 29Q: 3 clusters Score -2433300 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -2433367.250000 Penalty: 3439.579590
	Iteration 30Q: 3 clusters Score -2433367 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -2433411.000000 Penalty: 3439.579590
	Iteration 31Q: 3 clusters Score -2433411 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -2433423.500000 Penalty: 3439.579590
	Iteration 32Q: 3 clusters Score -2433424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -2433441.500000 Penalty: 3439.579590
	Iteration 33Q: 3 clusters Score -2433442 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -2433455.000000 Penalty: 3439.579590
	Iteration 34Q: 3 clusters Score -2433455 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -2433465.750000 Penalty: 3439.579590
	Iteration 35Q: 3 clusters Score -2433466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -2433477.500000 Penalty: 3439.579590
	Iteration 36Q: 3 clusters Score -2433478 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -2433483.500000 Penalty: 3439.579590
	Iteration 37Q: 3 clusters Score -2433484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -2433491.500000 Penalty: 3439.579590
	Iteration 38Q: 3 clusters Score -2433492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -2433494.000000 Penalty: 3439.579590
	Iteration 39Q: 3 clusters Score -2433494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -2433559.750000 Penalty: 3439.579590
	Iteration 40F: 3 clusters Score -2433560 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -2433592.000000 Penalty: 3439.579590
	Iteration 41Q: 3 clusters Score -2433592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -2433599.000000 Penalty: 3439.579590
	Iteration 42Q: 3 clusters Score -2433599 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -2433609.500000 Penalty: 3439.579590
	Iteration 43Q: 3 clusters Score -2433610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -2433619.750000 Penalty: 3439.579590
	Iteration 44Q: 3 clusters Score -2433620 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -2433618.750000 Penalty: 3439.579590
	Iteration 45Q: 3 clusters Score -2433619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -2433636.750000 Penalty: 3439.579590
	Iteration 46Q: 3 clusters Score -2433637 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2433640.250000 Penalty: 3439.579590
	Iteration 47Q: 3 clusters Score -2433640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -2433643.000000 Penalty: 3439.579590
	Iteration 48Q: 3 clusters Score -2433643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -2433641.750000 Penalty: 3439.579590
	Iteration 49Q: 3 clusters Score -2433642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -2433647.000000 Penalty: 3439.579590
	Iteration 50Q: 3 clusters Score -2433647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2433650.750000 Penalty: 3439.579590
	Iteration 51Q: 3 clusters Score -2433651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2433651.250000 Penalty: 3439.579590
	Iteration 52Q: 3 clusters Score -2433651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2433647.750000 Penalty: 3439.579590
	Iteration 53Q: 3 clusters Score -2433648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -2433652.500000 Penalty: 3439.579590
	Iteration 54Q: 3 clusters Score -2433652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -2433647.750000 Penalty: 3439.579590
	Iteration 55Q: 3 clusters Score -2433648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2433649.000000 Penalty: 3439.579590
	Iteration 56Q: 3 clusters Score -2433649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2433651.750000 Penalty: 3439.579590
	Iteration 57Q: 3 clusters Score -2433652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -2433651.250000 Penalty: 3439.579590
	Iteration 58Q: 3 clusters Score -2433651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -2433654.250000 Penalty: 3439.579590
	Iteration 59Q: 3 clusters Score -2433654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -2433654.000000 Penalty: 3439.579590
	Iteration 60F: 3 clusters Score -2433654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -2433652.500000 Penalty: 3439.579590
	Iteration 61Q: 3 clusters Score -2433652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -2433651.750000 Penalty: 3439.579590
	Iteration 62Q: 3 clusters Score -2433652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2433652.500000 Penalty: 3439.579590
	Iteration 63Q: 3 clusters Score -2433652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -2433653.250000 Penalty: 3439.579590
	Iteration 64Q: 3 clusters Score -2433653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -2433654.000000 Penalty: 3439.579590
	Iteration 65Q: 3 clusters Score -2433654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -2433652.500000 Penalty: 3439.579590
	Iteration 66Q: 3 clusters Score -2433652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -2433648.500000 Penalty: 3439.579590
	Iteration 67Q: 3 clusters Score -2433648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -2433649.000000 Penalty: 3439.579590
	Iteration 68Q: 3 clusters Score -2433649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2433650.250000 Penalty: 3439.579590
	Iteration 69Q: 3 clusters Score -2433650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -2433648.750000 Penalty: 3439.579590
	Iteration 70Q: 3 clusters Score -2433649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -2433650.500000 Penalty: 3439.579590
	Iteration 71Q: 3 clusters Score -2433650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -2433650.250000 Penalty: 3439.579590
	Iteration 72Q: 3 clusters Score -2433650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -2433653.250000 Penalty: 3439.579590
	Iteration 73Q: 3 clusters Score -2433653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -2433652.000000 Penalty: 3439.579590
	Iteration 74Q: 3 clusters Score -2433652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -2433652.000000 Penalty: 3439.579590
	Iteration 75Q: 3 clusters Score -2433652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -2433652.000000 Penalty: 3439.579590
	Iteration 76F: 3 clusters Score -2433652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 13232 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 101929 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3435 members 
Mstep: Class 23 contains 26239 members 
Entering Unmasked Estep 
Score: -26950302.000000 Penalty: 48720.890625
Splitting cluster 10 changes total score from -26950484.000000 to -26950302.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (3685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Entering Unmasked Estep 
Score: -190455.171875 Penalty: 1334.454224
	Iteration 0F: 2 clusters Score -190455.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -187334.906250 Penalty: 2668.908447
	Iteration 0F: 3 clusters Score -187334.9 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -188230.718750 Penalty: 2668.908447
	Iteration 1F: 3 clusters Score -188230.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -188469.484375 Penalty: 2668.908447
	Iteration 2F: 3 clusters Score -188469.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -188627.062500 Penalty: 2668.908447
	Iteration 3F: 3 clusters Score -188627.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -188756.031250 Penalty: 2668.908447
	Iteration 4Q: 3 clusters Score -188756 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -188852.234375 Penalty: 2668.908447
	Iteration 5Q: 3 clusters Score -188852.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -188934.984375 Penalty: 2668.908447
	Iteration 6Q: 3 clusters Score -188935 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -189017.562500 Penalty: 2668.908447
	Iteration 7Q: 3 clusters Score -189017.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -189092.078125 Penalty: 2668.908447
	Iteration 8Q: 3 clusters Score -189092.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -189181.500000 Penalty: 2668.908447
	Iteration 9Q: 3 clusters Score -189181.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -189246.265625 Penalty: 2668.908447
	Iteration 10Q: 3 clusters Score -189246.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -189297.031250 Penalty: 2668.908447
	Iteration 11Q: 3 clusters Score -189297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189323.921875 Penalty: 2668.908447
	Iteration 12Q: 3 clusters Score -189323.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189339.953125 Penalty: 2668.908447
	Iteration 13Q: 3 clusters Score -189340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -189346.937500 Penalty: 2668.908447
	Iteration 14Q: 3 clusters Score -189346.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -189354.453125 Penalty: 2668.908447
	Iteration 15Q: 3 clusters Score -189354.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -189358.000000 Penalty: 2668.908447
	Iteration 16Q: 3 clusters Score -189358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -189359.968750 Penalty: 2668.908447
	Iteration 17Q: 3 clusters Score -189360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -189360.921875 Penalty: 2668.908447
	Iteration 18Q: 3 clusters Score -189360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -189361.296875 Penalty: 2668.908447
	Iteration 19Q: 3 clusters Score -189361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -189362.062500 Penalty: 2668.908447
	Iteration 20F: 3 clusters Score -189362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189363.000000 Penalty: 2668.908447
	Iteration 21Q: 3 clusters Score -189363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189363.000000 Penalty: 2668.908447
	Iteration 22F: 3 clusters Score -189363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Entering Unmasked Estep 
Score: -849398.062500 Penalty: 1546.479248
	Iteration 0F: 2 clusters Score -849398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -839858.687500 Penalty: 3092.958496
	Iteration 0F: 3 clusters Score -839858.7 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -843023.500000 Penalty: 3092.958496
	Iteration 1F: 3 clusters Score -843023.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -843308.750000 Penalty: 3092.958496
	Iteration 2F: 3 clusters Score -843308.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -843563.375000 Penalty: 3092.958496
	Iteration 3Q: 3 clusters Score -843563.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -843806.250000 Penalty: 3092.958496
	Iteration 4Q: 3 clusters Score -843806.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -844114.312500 Penalty: 3092.958496
	Iteration 5Q: 3 clusters Score -844114.3 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -844525.062500 Penalty: 3092.958496
	Iteration 6F: 3 clusters Score -844525.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -845042.687500 Penalty: 3092.958496
	Iteration 7F: 3 clusters Score -845042.7 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -845674.750000 Penalty: 3092.958496
	Iteration 8F: 3 clusters Score -845674.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -846327.875000 Penalty: 3092.958496
	Iteration 9F: 3 clusters Score -846327.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -846870.875000 Penalty: 3092.958496
	Iteration 10Q: 3 clusters Score -846870.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -847310.625000 Penalty: 3092.958496
	Iteration 11Q: 3 clusters Score -847310.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -847606.312500 Penalty: 3092.958496
	Iteration 12Q: 3 clusters Score -847606.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -847769.312500 Penalty: 3092.958496
	Iteration 13Q: 3 clusters Score -847769.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -847869.750000 Penalty: 3092.958496
	Iteration 14Q: 3 clusters Score -847869.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -847951.187500 Penalty: 3092.958496
	Iteration 15Q: 3 clusters Score -847951.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -847994.062500 Penalty: 3092.958496
	Iteration 16Q: 3 clusters Score -847994.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -848015.937500 Penalty: 3092.958496
	Iteration 17Q: 3 clusters Score -848015.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -848028.500000 Penalty: 3092.958496
	Iteration 18Q: 3 clusters Score -848028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -848032.187500 Penalty: 3092.958496
	Iteration 19Q: 3 clusters Score -848032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -848036.750000 Penalty: 3092.958496
	Iteration 20F: 3 clusters Score -848036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -848039.562500 Penalty: 3092.958496
	Iteration 21Q: 3 clusters Score -848039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -848048.250000 Penalty: 3092.958496
	Iteration 22Q: 3 clusters Score -848048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -848050.687500 Penalty: 3092.958496
	Iteration 23Q: 3 clusters Score -848050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -848053.250000 Penalty: 3092.958496
	Iteration 24Q: 3 clusters Score -848053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -848056.000000 Penalty: 3092.958496
	Iteration 25Q: 3 clusters Score -848056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -848056.000000 Penalty: 3092.958496
	Iteration 26F: 3 clusters Score -848056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Entering Unmasked Estep 
Score: -1774760.000000 Penalty: 1666.915283
	Iteration 0F: 2 clusters Score -1774760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1755559.875000 Penalty: 3333.830566
	Iteration 0F: 3 clusters Score -1755560 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1762755.000000 Penalty: 3333.830566
	Iteration 1F: 3 clusters Score -1762755 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1763052.000000 Penalty: 3333.830566
	Iteration 2Q: 3 clusters Score -1763052 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1763334.250000 Penalty: 3333.830566
	Iteration 3Q: 3 clusters Score -1763334 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1763632.500000 Penalty: 3333.830566
	Iteration 4Q: 3 clusters Score -1763632 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1763929.375000 Penalty: 3333.830566
	Iteration 5Q: 3 clusters Score -1763929 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1764237.000000 Penalty: 3333.830566
	Iteration 6Q: 3 clusters Score -1764237 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1764586.125000 Penalty: 3333.830566
	Iteration 7Q: 3 clusters Score -1764586 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1765092.375000 Penalty: 3333.830566
	Iteration 8Q: 3 clusters Score -1765092 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1765874.750000 Penalty: 3333.830566
	Iteration 9Q: 3 clusters Score -1765875 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -1766963.500000 Penalty: 3333.830566
	Iteration 10F: 3 clusters Score -1766964 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -1768210.375000 Penalty: 3333.830566
	Iteration 11F: 3 clusters Score -1768210 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -1769504.875000 Penalty: 3333.830566
	Iteration 12F: 3 clusters Score -1769505 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -1770728.500000 Penalty: 3333.830566
	Iteration 13Q: 3 clusters Score -1770728 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -1771614.125000 Penalty: 3333.830566
	Iteration 14Q: 3 clusters Score -1771614 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -1772178.500000 Penalty: 3333.830566
	Iteration 15Q: 3 clusters Score -1772178 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -1772520.000000 Penalty: 3333.830566
	Iteration 16Q: 3 clusters Score -1772520 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -1772775.375000 Penalty: 3333.830566
	Iteration 17Q: 3 clusters Score -1772775 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -1772908.750000 Penalty: 3333.830566
	Iteration 18Q: 3 clusters Score -1772909 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -1773009.875000 Penalty: 3333.830566
	Iteration 19Q: 3 clusters Score -1773010 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -1773086.125000 Penalty: 3333.830566
	Iteration 20F: 3 clusters Score -1773086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -1773140.625000 Penalty: 3333.830566
	Iteration 21Q: 3 clusters Score -1773141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -1773187.000000 Penalty: 3333.830566
	Iteration 22Q: 3 clusters Score -1773187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -1773216.500000 Penalty: 3333.830566
	Iteration 23Q: 3 clusters Score -1773216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -1773241.500000 Penalty: 3333.830566
	Iteration 24Q: 3 clusters Score -1773242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -1773256.375000 Penalty: 3333.830566
	Iteration 25Q: 3 clusters Score -1773256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -1773265.500000 Penalty: 3333.830566
	Iteration 26Q: 3 clusters Score -1773266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -1773275.625000 Penalty: 3333.830566
	Iteration 27Q: 3 clusters Score -1773276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -1773287.875000 Penalty: 3333.830566
	Iteration 28Q: 3 clusters Score -1773288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -1773295.000000 Penalty: 3333.830566
	Iteration 29Q: 3 clusters Score -1773295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -1773300.125000 Penalty: 3333.830566
	Iteration 30Q: 3 clusters Score -1773300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -1773307.375000 Penalty: 3333.830566
	Iteration 31Q: 3 clusters Score -1773307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -1773313.750000 Penalty: 3333.830566
	Iteration 32Q: 3 clusters Score -1773314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -1773324.250000 Penalty: 3333.830566
	Iteration 33Q: 3 clusters Score -1773324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -1773332.625000 Penalty: 3333.830566
	Iteration 34Q: 3 clusters Score -1773333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -1773340.000000 Penalty: 3333.830566
	Iteration 35Q: 3 clusters Score -1773340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -1773348.250000 Penalty: 3333.830566
	Iteration 36Q: 3 clusters Score -1773348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -1773353.000000 Penalty: 3333.830566
	Iteration 37Q: 3 clusters Score -1773353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -1773355.875000 Penalty: 3333.830566
	Iteration 38Q: 3 clusters Score -1773356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -1773356.875000 Penalty: 3333.830566
	Iteration 39Q: 3 clusters Score -1773357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -1773361.750000 Penalty: 3333.830566
	Iteration 40F: 3 clusters Score -1773362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -1773364.250000 Penalty: 3333.830566
	Iteration 41Q: 3 clusters Score -1773364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -1773368.125000 Penalty: 3333.830566
	Iteration 42Q: 3 clusters Score -1773368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -1773369.000000 Penalty: 3333.830566
	Iteration 43Q: 3 clusters Score -1773369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -1773370.875000 Penalty: 3333.830566
	Iteration 44Q: 3 clusters Score -1773371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -1773371.625000 Penalty: 3333.830566
	Iteration 45Q: 3 clusters Score -1773372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -1773372.000000 Penalty: 3333.830566
	Iteration 46Q: 3 clusters Score -1773372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -1773374.500000 Penalty: 3333.830566
	Iteration 47Q: 3 clusters Score -1773374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -1773378.000000 Penalty: 3333.830566
	Iteration 48Q: 3 clusters Score -1773378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -1773381.625000 Penalty: 3333.830566
	Iteration 49Q: 3 clusters Score -1773382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -1773381.250000 Penalty: 3333.830566
	Iteration 50Q: 3 clusters Score -1773381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -1773382.625000 Penalty: 3333.830566
	Iteration 51Q: 3 clusters Score -1773383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -1773386.375000 Penalty: 3333.830566
	Iteration 52Q: 3 clusters Score -1773386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -1773384.625000 Penalty: 3333.830566
	Iteration 53Q: 3 clusters Score -1773385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -1773385.250000 Penalty: 3333.830566
	Iteration 54Q: 3 clusters Score -1773385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -1773384.750000 Penalty: 3333.830566
	Iteration 55Q: 3 clusters Score -1773385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -1773387.125000 Penalty: 3333.830566
	Iteration 56Q: 3 clusters Score -1773387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -1773385.875000 Penalty: 3333.830566
	Iteration 57Q: 3 clusters Score -1773386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -1773385.875000 Penalty: 3333.830566
	Iteration 58F: 3 clusters Score -1773386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -260642.640625 Penalty: 1353.451782
	Iteration 0F: 2 clusters Score -260642.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -257195.671875 Penalty: 2706.903564
	Iteration 0F: 3 clusters Score -257195.7 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -258064.078125 Penalty: 2706.903564
	Iteration 1F: 3 clusters Score -258064.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -258259.046875 Penalty: 2706.903564
	Iteration 2F: 3 clusters Score -258259 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -258390.921875 Penalty: 2706.903564
	Iteration 3F: 3 clusters Score -258390.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -258515.687500 Penalty: 2706.903564
	Iteration 4Q: 3 clusters Score -258515.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -258656.593750 Penalty: 2706.903564
	Iteration 5Q: 3 clusters Score -258656.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -258785.609375 Penalty: 2706.903564
	Iteration 6Q: 3 clusters Score -258785.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -258904.406250 Penalty: 2706.903564
	Iteration 7Q: 3 clusters Score -258904.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -259031.109375 Penalty: 2706.903564
	Iteration 8Q: 3 clusters Score -259031.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -259152.609375 Penalty: 2706.903564
	Iteration 9Q: 3 clusters Score -259152.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -259283.031250 Penalty: 2706.903564
	Iteration 10Q: 3 clusters Score -259283 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -259403.187500 Penalty: 2706.903564
	Iteration 11Q: 3 clusters Score -259403.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -259481.296875 Penalty: 2706.903564
	Iteration 12Q: 3 clusters Score -259481.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -259531.203125 Penalty: 2706.903564
	Iteration 13Q: 3 clusters Score -259531.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -259560.875000 Penalty: 2706.903564
	Iteration 14Q: 3 clusters Score -259560.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -259584.796875 Penalty: 2706.903564
	Iteration 15Q: 3 clusters Score -259584.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -259609.968750 Penalty: 2706.903564
	Iteration 16Q: 3 clusters Score -259610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -259634.015625 Penalty: 2706.903564
	Iteration 17Q: 3 clusters Score -259634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -259655.156250 Penalty: 2706.903564
	Iteration 18Q: 3 clusters Score -259655.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -259666.984375 Penalty: 2706.903564
	Iteration 19Q: 3 clusters Score -259667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -259676.750000 Penalty: 2706.903564
	Iteration 20F: 3 clusters Score -259676.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -259682.703125 Penalty: 2706.903564
	Iteration 21Q: 3 clusters Score -259682.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -259685.000000 Penalty: 2706.903564
	Iteration 22Q: 3 clusters Score -259685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -259687.656250 Penalty: 2706.903564
	Iteration 23Q: 3 clusters Score -259687.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -259688.906250 Penalty: 2706.903564
	Iteration 24Q: 3 clusters Score -259688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -259690.125000 Penalty: 2706.903564
	Iteration 25Q: 3 clusters Score -259690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -259691.328125 Penalty: 2706.903564
	Iteration 26Q: 3 clusters Score -259691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -259692.343750 Penalty: 2706.903564
	Iteration 27Q: 3 clusters Score -259692.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -259693.750000 Penalty: 2706.903564
	Iteration 28Q: 3 clusters Score -259693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -259695.390625 Penalty: 2706.903564
	Iteration 29Q: 3 clusters Score -259695.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -259698.390625 Penalty: 2706.903564
	Iteration 30Q: 3 clusters Score -259698.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -259701.093750 Penalty: 2706.903564
	Iteration 31Q: 3 clusters Score -259701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -259702.890625 Penalty: 2706.903564
	Iteration 32Q: 3 clusters Score -259702.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -259706.437500 Penalty: 2706.903564
	Iteration 33Q: 3 clusters Score -259706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -259709.890625 Penalty: 2706.903564
	Iteration 34Q: 3 clusters Score -259709.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -259713.046875 Penalty: 2706.903564
	Iteration 35Q: 3 clusters Score -259713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -259715.078125 Penalty: 2706.903564
	Iteration 36Q: 3 clusters Score -259715.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -259718.156250 Penalty: 2706.903564
	Iteration 37Q: 3 clusters Score -259718.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -259721.625000 Penalty: 2706.903564
	Iteration 38Q: 3 clusters Score -259721.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -259725.218750 Penalty: 2706.903564
	Iteration 39Q: 3 clusters Score -259725.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -259728.078125 Penalty: 2706.903564
	Iteration 40F: 3 clusters Score -259728.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -259729.609375 Penalty: 2706.903564
	Iteration 41Q: 3 clusters Score -259729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -259730.671875 Penalty: 2706.903564
	Iteration 42Q: 3 clusters Score -259730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -259730.953125 Penalty: 2706.903564
	Iteration 43Q: 3 clusters Score -259731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -259730.953125 Penalty: 2706.903564
	Iteration 44F: 3 clusters Score -259731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -605601.937500 Penalty: 1499.563232
	Iteration 0F: 2 clusters Score -605601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -598252.375000 Penalty: 2999.126465
	Iteration 0F: 3 clusters Score -598252.4 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -600744.437500 Penalty: 2999.126465
	Iteration 1F: 3 clusters Score -600744.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -601172.812500 Penalty: 2999.126465
	Iteration 2F: 3 clusters Score -601172.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -601623.500000 Penalty: 2999.126465
	Iteration 3F: 3 clusters Score -601623.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -602087.125000 Penalty: 2999.126465
	Iteration 4F: 3 clusters Score -602087.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -602538.812500 Penalty: 2999.126465
	Iteration 5F: 3 clusters Score -602538.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -602963.937500 Penalty: 2999.126465
	Iteration 6F: 3 clusters Score -602963.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -603341.687500 Penalty: 2999.126465
	Iteration 7F: 3 clusters Score -603341.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -603629.875000 Penalty: 2999.126465
	Iteration 8Q: 3 clusters Score -603629.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -603807.250000 Penalty: 2999.126465
	Iteration 9Q: 3 clusters Score -603807.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -603928.375000 Penalty: 2999.126465
	Iteration 10Q: 3 clusters Score -603928.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -604007.875000 Penalty: 2999.126465
	Iteration 11Q: 3 clusters Score -604007.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -604058.500000 Penalty: 2999.126465
	Iteration 12Q: 3 clusters Score -604058.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -604098.875000 Penalty: 2999.126465
	Iteration 13Q: 3 clusters Score -604098.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -604121.875000 Penalty: 2999.126465
	Iteration 14Q: 3 clusters Score -604121.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -604141.187500 Penalty: 2999.126465
	Iteration 15Q: 3 clusters Score -604141.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -604150.875000 Penalty: 2999.126465
	Iteration 16Q: 3 clusters Score -604150.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -604155.062500 Penalty: 2999.126465
	Iteration 17Q: 3 clusters Score -604155.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -604159.437500 Penalty: 2999.126465
	Iteration 18Q: 3 clusters Score -604159.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -604165.375000 Penalty: 2999.126465
	Iteration 19Q: 3 clusters Score -604165.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -604166.187500 Penalty: 2999.126465
	Iteration 20F: 3 clusters Score -604166.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -604166.875000 Penalty: 2999.126465
	Iteration 21Q: 3 clusters Score -604166.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -604168.750000 Penalty: 2999.126465
	Iteration 22Q: 3 clusters Score -604168.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -604171.937500 Penalty: 2999.126465
	Iteration 23Q: 3 clusters Score -604171.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -604169.375000 Penalty: 2999.126465
	Iteration 24Q: 3 clusters Score -604169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -604171.312500 Penalty: 2999.126465
	Iteration 25Q: 3 clusters Score -604171.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -604172.250000 Penalty: 2999.126465
	Iteration 26Q: 3 clusters Score -604172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -604171.812500 Penalty: 2999.126465
	Iteration 27Q: 3 clusters Score -604171.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -604172.687500 Penalty: 2999.126465
	Iteration 28Q: 3 clusters Score -604172.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -604174.500000 Penalty: 2999.126465
	Iteration 29Q: 3 clusters Score -604174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -604175.625000 Penalty: 2999.126465
	Iteration 30Q: 3 clusters Score -604175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -604174.187500 Penalty: 2999.126465
	Iteration 31Q: 3 clusters Score -604174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -604174.125000 Penalty: 2999.126465
	Iteration 32Q: 3 clusters Score -604174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -604176.187500 Penalty: 2999.126465
	Iteration 33Q: 3 clusters Score -604176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -604174.437500 Penalty: 2999.126465
	Iteration 34Q: 3 clusters Score -604174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -604174.750000 Penalty: 2999.126465
	Iteration 35Q: 3 clusters Score -604174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -604176.125000 Penalty: 2999.126465
	Iteration 36Q: 3 clusters Score -604176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -604176.125000 Penalty: 2999.126465
	Iteration 37F: 3 clusters Score -604176.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -82660.484375 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -82660.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -80874.390625 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -80874.39 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -81287.625000 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -81287.62 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -81414.414062 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -81414.41 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -81487.679688 Penalty: 2376.145996
	Iteration 3Q: 3 clusters Score -81487.68 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -81540.320312 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -81540.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -81571.265625 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -81571.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -81594.273438 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -81594.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -81613.390625 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -81613.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -81635.148438 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -81635.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -81658.898438 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -81658.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -81679.195312 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -81679.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -81694.679688 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -81694.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -81705.023438 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -81705.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -81711.375000 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -81711.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -81715.320312 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -81715.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -81716.375000 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -81716.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -81716.640625 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -81716.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -81717.539062 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -81717.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -81718.921875 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -81718.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -81720.093750 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -81720.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -81722.382812 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -81722.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -81725.734375 Penalty: 2376.145996
	Iteration 21Q: 3 clusters Score -81725.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -81727.710938 Penalty: 2376.145996
	Iteration 22Q: 3 clusters Score -81727.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -81728.664062 Penalty: 2376.145996
	Iteration 23Q: 3 clusters Score -81728.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -81730.625000 Penalty: 2376.145996
	Iteration 24Q: 3 clusters Score -81730.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -81734.703125 Penalty: 2376.145996
	Iteration 25Q: 3 clusters Score -81734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -81736.093750 Penalty: 2376.145996
	Iteration 26Q: 3 clusters Score -81736.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -81736.921875 Penalty: 2376.145996
	Iteration 27Q: 3 clusters Score -81736.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -81736.921875 Penalty: 2376.145996
	Iteration 28F: 3 clusters Score -81736.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -373560.062500 Penalty: 1420.849854
	Iteration 0F: 2 clusters Score -373560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -368808.406250 Penalty: 2841.699707
	Iteration 0F: 3 clusters Score -368808.4 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -370118.468750 Penalty: 2841.699707
	Iteration 1F: 3 clusters Score -370118.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -370285.468750 Penalty: 2841.699707
	Iteration 2F: 3 clusters Score -370285.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -370404.593750 Penalty: 2841.699707
	Iteration 3Q: 3 clusters Score -370404.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -370489.281250 Penalty: 2841.699707
	Iteration 4Q: 3 clusters Score -370489.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -370559.000000 Penalty: 2841.699707
	Iteration 5Q: 3 clusters Score -370559 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -370616.093750 Penalty: 2841.699707
	Iteration 6Q: 3 clusters Score -370616.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -370661.281250 Penalty: 2841.699707
	Iteration 7Q: 3 clusters Score -370661.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -370700.156250 Penalty: 2841.699707
	Iteration 8Q: 3 clusters Score -370700.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -370733.687500 Penalty: 2841.699707
	Iteration 9Q: 3 clusters Score -370733.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -370775.062500 Penalty: 2841.699707
	Iteration 10Q: 3 clusters Score -370775.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -370813.343750 Penalty: 2841.699707
	Iteration 11Q: 3 clusters Score -370813.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -370848.156250 Penalty: 2841.699707
	Iteration 12Q: 3 clusters Score -370848.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -370874.281250 Penalty: 2841.699707
	Iteration 13Q: 3 clusters Score -370874.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -370901.843750 Penalty: 2841.699707
	Iteration 14Q: 3 clusters Score -370901.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -370933.093750 Penalty: 2841.699707
	Iteration 15Q: 3 clusters Score -370933.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -370973.500000 Penalty: 2841.699707
	Iteration 16Q: 3 clusters Score -370973.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -371015.031250 Penalty: 2841.699707
	Iteration 17Q: 3 clusters Score -371015 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -371065.250000 Penalty: 2841.699707
	Iteration 18Q: 3 clusters Score -371065.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -371116.375000 Penalty: 2841.699707
	Iteration 19Q: 3 clusters Score -371116.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -371166.875000 Penalty: 2841.699707
	Iteration 20F: 3 clusters Score -371166.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -371227.531250 Penalty: 2841.699707
	Iteration 21Q: 3 clusters Score -371227.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -371291.187500 Penalty: 2841.699707
	Iteration 22Q: 3 clusters Score -371291.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -371354.125000 Penalty: 2841.699707
	Iteration 23Q: 3 clusters Score -371354.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -371412.562500 Penalty: 2841.699707
	Iteration 24Q: 3 clusters Score -371412.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -371477.187500 Penalty: 2841.699707
	Iteration 25Q: 3 clusters Score -371477.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -371532.781250 Penalty: 2841.699707
	Iteration 26Q: 3 clusters Score -371532.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -371575.625000 Penalty: 2841.699707
	Iteration 27Q: 3 clusters Score -371575.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -371630.593750 Penalty: 2841.699707
	Iteration 28Q: 3 clusters Score -371630.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -371682.593750 Penalty: 2841.699707
	Iteration 29Q: 3 clusters Score -371682.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -371722.218750 Penalty: 2841.699707
	Iteration 30Q: 3 clusters Score -371722.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -371752.906250 Penalty: 2841.699707
	Iteration 31Q: 3 clusters Score -371752.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -371785.000000 Penalty: 2841.699707
	Iteration 32Q: 3 clusters Score -371785 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -371812.562500 Penalty: 2841.699707
	Iteration 33Q: 3 clusters Score -371812.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -371840.250000 Penalty: 2841.699707
	Iteration 34Q: 3 clusters Score -371840.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -371865.156250 Penalty: 2841.699707
	Iteration 35Q: 3 clusters Score -371865.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -371889.531250 Penalty: 2841.699707
	Iteration 36Q: 3 clusters Score -371889.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -371915.125000 Penalty: 2841.699707
	Iteration 37Q: 3 clusters Score -371915.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -371943.625000 Penalty: 2841.699707
	Iteration 38Q: 3 clusters Score -371943.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -371973.406250 Penalty: 2841.699707
	Iteration 39Q: 3 clusters Score -371973.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -372006.218750 Penalty: 2841.699707
	Iteration 40F: 3 clusters Score -372006.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -372039.125000 Penalty: 2841.699707
	Iteration 41Q: 3 clusters Score -372039.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -372062.031250 Penalty: 2841.699707
	Iteration 42Q: 3 clusters Score -372062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -372098.656250 Penalty: 2841.699707
	Iteration 43Q: 3 clusters Score -372098.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -372140.218750 Penalty: 2841.699707
	Iteration 44Q: 3 clusters Score -372140.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -372181.843750 Penalty: 2841.699707
	Iteration 45Q: 3 clusters Score -372181.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -372217.343750 Penalty: 2841.699707
	Iteration 46Q: 3 clusters Score -372217.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -372255.093750 Penalty: 2841.699707
	Iteration 47Q: 3 clusters Score -372255.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -372296.531250 Penalty: 2841.699707
	Iteration 48Q: 3 clusters Score -372296.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -372323.625000 Penalty: 2841.699707
	Iteration 49Q: 3 clusters Score -372323.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -372344.781250 Penalty: 2841.699707
	Iteration 50Q: 3 clusters Score -372344.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -372364.500000 Penalty: 2841.699707
	Iteration 51Q: 3 clusters Score -372364.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -372381.375000 Penalty: 2841.699707
	Iteration 52Q: 3 clusters Score -372381.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -372404.031250 Penalty: 2841.699707
	Iteration 53Q: 3 clusters Score -372404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -372420.937500 Penalty: 2841.699707
	Iteration 54Q: 3 clusters Score -372420.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -372438.718750 Penalty: 2841.699707
	Iteration 55Q: 3 clusters Score -372438.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -372451.031250 Penalty: 2841.699707
	Iteration 56Q: 3 clusters Score -372451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -372460.625000 Penalty: 2841.699707
	Iteration 57Q: 3 clusters Score -372460.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -372467.218750 Penalty: 2841.699707
	Iteration 58Q: 3 clusters Score -372467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -372472.062500 Penalty: 2841.699707
	Iteration 59Q: 3 clusters Score -372472.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -372474.531250 Penalty: 2841.699707
	Iteration 60F: 3 clusters Score -372474.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -372475.875000 Penalty: 2841.699707
	Iteration 61Q: 3 clusters Score -372475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -372478.468750 Penalty: 2841.699707
	Iteration 62Q: 3 clusters Score -372478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -372480.250000 Penalty: 2841.699707
	Iteration 63Q: 3 clusters Score -372480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -372481.093750 Penalty: 2841.699707
	Iteration 64Q: 3 clusters Score -372481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -372481.718750 Penalty: 2841.699707
	Iteration 65Q: 3 clusters Score -372481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -372483.906250 Penalty: 2841.699707
	Iteration 66Q: 3 clusters Score -372483.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -372485.562500 Penalty: 2841.699707
	Iteration 67Q: 3 clusters Score -372485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -372489.031250 Penalty: 2841.699707
	Iteration 68Q: 3 clusters Score -372489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -372489.781250 Penalty: 2841.699707
	Iteration 69Q: 3 clusters Score -372489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -372489.781250 Penalty: 2841.699707
	Iteration 70F: 3 clusters Score -372489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -397143.375000 Penalty: 1430.629639
	Iteration 0F: 2 clusters Score -397143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -392120.468750 Penalty: 2861.259277
	Iteration 0F: 3 clusters Score -392120.5 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -393670.875000 Penalty: 2861.259277
	Iteration 1F: 3 clusters Score -393670.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -393886.062500 Penalty: 2861.259277
	Iteration 2F: 3 clusters Score -393886.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -394049.062500 Penalty: 2861.259277
	Iteration 3F: 3 clusters Score -394049.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -394174.468750 Penalty: 2861.259277
	Iteration 4Q: 3 clusters Score -394174.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -394272.562500 Penalty: 2861.259277
	Iteration 5Q: 3 clusters Score -394272.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -394375.687500 Penalty: 2861.259277
	Iteration 6Q: 3 clusters Score -394375.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -394499.281250 Penalty: 2861.259277
	Iteration 7Q: 3 clusters Score -394499.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -394641.750000 Penalty: 2861.259277
	Iteration 8Q: 3 clusters Score -394641.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -394819.500000 Penalty: 2861.259277
	Iteration 9Q: 3 clusters Score -394819.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -395018.937500 Penalty: 2861.259277
	Iteration 10Q: 3 clusters Score -395018.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -395237.718750 Penalty: 2861.259277
	Iteration 11Q: 3 clusters Score -395237.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -395424.062500 Penalty: 2861.259277
	Iteration 12Q: 3 clusters Score -395424.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -395610.250000 Penalty: 2861.259277
	Iteration 13Q: 3 clusters Score -395610.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -395770.937500 Penalty: 2861.259277
	Iteration 14Q: 3 clusters Score -395770.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -395908.500000 Penalty: 2861.259277
	Iteration 15Q: 3 clusters Score -395908.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -395986.843750 Penalty: 2861.259277
	Iteration 16Q: 3 clusters Score -395986.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -396045.437500 Penalty: 2861.259277
	Iteration 17Q: 3 clusters Score -396045.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -396082.875000 Penalty: 2861.259277
	Iteration 18Q: 3 clusters Score -396082.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -396103.250000 Penalty: 2861.259277
	Iteration 19Q: 3 clusters Score -396103.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -396130.718750 Penalty: 2861.259277
	Iteration 20F: 3 clusters Score -396130.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -396143.843750 Penalty: 2861.259277
	Iteration 21Q: 3 clusters Score -396143.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -396152.718750 Penalty: 2861.259277
	Iteration 22Q: 3 clusters Score -396152.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -396161.906250 Penalty: 2861.259277
	Iteration 23Q: 3 clusters Score -396161.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -396170.687500 Penalty: 2861.259277
	Iteration 24Q: 3 clusters Score -396170.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -396175.343750 Penalty: 2861.259277
	Iteration 25Q: 3 clusters Score -396175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -396177.156250 Penalty: 2861.259277
	Iteration 26Q: 3 clusters Score -396177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -396180.156250 Penalty: 2861.259277
	Iteration 27Q: 3 clusters Score -396180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -396182.281250 Penalty: 2861.259277
	Iteration 28Q: 3 clusters Score -396182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -396182.093750 Penalty: 2861.259277
	Iteration 29Q: 3 clusters Score -396182.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -396182.093750 Penalty: 2861.259277
	Iteration 30F: 3 clusters Score -396182.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Entering Unmasked Estep 
Score: -6260827.000000 Penalty: 1873.955200
	Iteration 0F: 2 clusters Score -6260827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -6192487.500000 Penalty: 3747.910400
	Iteration 0F: 3 clusters Score -6192488 nChanged 48749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -6221358.000000 Penalty: 3747.910400
	Iteration 1F: 3 clusters Score -6221358 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -6222476.500000 Penalty: 3747.910400
	Iteration 2Q: 3 clusters Score -6222476 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -6224045.500000 Penalty: 3747.910400
	Iteration 3Q: 3 clusters Score -6224046 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -6226528.500000 Penalty: 3747.910400
	Iteration 4Q: 3 clusters Score -6226528 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -6230570.000000 Penalty: 3747.910400
	Iteration 5F: 3 clusters Score -6230570 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -6236306.500000 Penalty: 3747.910400
	Iteration 6F: 3 clusters Score -6236306 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -6242842.000000 Penalty: 3747.910400
	Iteration 7F: 3 clusters Score -6242842 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -6248842.500000 Penalty: 3747.910400
	Iteration 8F: 3 clusters Score -6248842 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -6252994.000000 Penalty: 3747.910400
	Iteration 9Q: 3 clusters Score -6252994 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
Score: -6255807.500000 Penalty: 3747.910400
	Iteration 10Q: 3 clusters Score -6255808 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -6257558.500000 Penalty: 3747.910400
	Iteration 11Q: 3 clusters Score -6257558 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -6258430.000000 Penalty: 3747.910400
	Iteration 12Q: 3 clusters Score -6258430 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -6258826.500000 Penalty: 3747.910400
	Iteration 13Q: 3 clusters Score -6258826 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -6258990.500000 Penalty: 3747.910400
	Iteration 14Q: 3 clusters Score -6258990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -6259064.500000 Penalty: 3747.910400
	Iteration 15Q: 3 clusters Score -6259064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -6259095.000000 Penalty: 3747.910400
	Iteration 16Q: 3 clusters Score -6259095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 101743 members 
Entering Unmasked Estep 
Score: -6259111.500000 Penalty: 3747.910400
	Iteration 17Q: 3 clusters Score -6259112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101750 members 
Entering Unmasked Estep 
Score: -6259140.500000 Penalty: 3747.910400
	Iteration 18Q: 3 clusters Score -6259140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 101755 members 
Entering Unmasked Estep 
Score: -6259149.000000 Penalty: 3747.910400
	Iteration 19Q: 3 clusters Score -6259149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -6259154.500000 Penalty: 3747.910400
	Iteration 20F: 3 clusters Score -6259154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -6259171.500000 Penalty: 3747.910400
	Iteration 21Q: 3 clusters Score -6259172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 101766 members 
Entering Unmasked Estep 
Score: -6259178.500000 Penalty: 3747.910400
	Iteration 22Q: 3 clusters Score -6259178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 101766 members 
Entering Unmasked Estep 
Score: -6259178.500000 Penalty: 3747.910400
	Iteration 23F: 3 clusters Score -6259178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -157073.578125 Penalty: 1289.358398
	Iteration 0F: 2 clusters Score -157073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -154494.953125 Penalty: 2578.716797
	Iteration 0F: 3 clusters Score -154495 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -155134.859375 Penalty: 2578.716797
	Iteration 1F: 3 clusters Score -155134.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -155307.218750 Penalty: 2578.716797
	Iteration 2F: 3 clusters Score -155307.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -155414.140625 Penalty: 2578.716797
	Iteration 3F: 3 clusters Score -155414.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -155491.515625 Penalty: 2578.716797
	Iteration 4Q: 3 clusters Score -155491.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -155547.937500 Penalty: 2578.716797
	Iteration 5Q: 3 clusters Score -155547.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -155591.671875 Penalty: 2578.716797
	Iteration 6Q: 3 clusters Score -155591.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -155622.015625 Penalty: 2578.716797
	Iteration 7Q: 3 clusters Score -155622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -155653.390625 Penalty: 2578.716797
	Iteration 8Q: 3 clusters Score -155653.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -155681.062500 Penalty: 2578.716797
	Iteration 9Q: 3 clusters Score -155681.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -155698.078125 Penalty: 2578.716797
	Iteration 10Q: 3 clusters Score -155698.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -155714.421875 Penalty: 2578.716797
	Iteration 11Q: 3 clusters Score -155714.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -155734.218750 Penalty: 2578.716797
	Iteration 12Q: 3 clusters Score -155734.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -155761.203125 Penalty: 2578.716797
	Iteration 13Q: 3 clusters Score -155761.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -155783.484375 Penalty: 2578.716797
	Iteration 14Q: 3 clusters Score -155783.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -155799.921875 Penalty: 2578.716797
	Iteration 15Q: 3 clusters Score -155799.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -155817.312500 Penalty: 2578.716797
	Iteration 16Q: 3 clusters Score -155817.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -155832.953125 Penalty: 2578.716797
	Iteration 17Q: 3 clusters Score -155833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -155848.000000 Penalty: 2578.716797
	Iteration 18Q: 3 clusters Score -155848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -155862.890625 Penalty: 2578.716797
	Iteration 19Q: 3 clusters Score -155862.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -155879.015625 Penalty: 2578.716797
	Iteration 20F: 3 clusters Score -155879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -155894.062500 Penalty: 2578.716797
	Iteration 21Q: 3 clusters Score -155894.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -155910.015625 Penalty: 2578.716797
	Iteration 22Q: 3 clusters Score -155910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -155917.515625 Penalty: 2578.716797
	Iteration 23Q: 3 clusters Score -155917.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -155926.562500 Penalty: 2578.716797
	Iteration 24Q: 3 clusters Score -155926.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -155934.281250 Penalty: 2578.716797
	Iteration 25Q: 3 clusters Score -155934.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -155947.968750 Penalty: 2578.716797
	Iteration 26Q: 3 clusters Score -155948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -155959.984375 Penalty: 2578.716797
	Iteration 27Q: 3 clusters Score -155960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -155968.703125 Penalty: 2578.716797
	Iteration 28Q: 3 clusters Score -155968.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -155980.906250 Penalty: 2578.716797
	Iteration 29Q: 3 clusters Score -155980.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -155991.343750 Penalty: 2578.716797
	Iteration 30Q: 3 clusters Score -155991.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -156005.375000 Penalty: 2578.716797
	Iteration 31Q: 3 clusters Score -156005.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -156019.468750 Penalty: 2578.716797
	Iteration 32Q: 3 clusters Score -156019.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -156029.953125 Penalty: 2578.716797
	Iteration 33Q: 3 clusters Score -156030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -156037.859375 Penalty: 2578.716797
	Iteration 34Q: 3 clusters Score -156037.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -156044.296875 Penalty: 2578.716797
	Iteration 35Q: 3 clusters Score -156044.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -156052.906250 Penalty: 2578.716797
	Iteration 36Q: 3 clusters Score -156052.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -156067.015625 Penalty: 2578.716797
	Iteration 37Q: 3 clusters Score -156067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -156076.109375 Penalty: 2578.716797
	Iteration 38Q: 3 clusters Score -156076.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -156085.000000 Penalty: 2578.716797
	Iteration 39Q: 3 clusters Score -156085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -156098.921875 Penalty: 2578.716797
	Iteration 40F: 3 clusters Score -156098.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -156113.593750 Penalty: 2578.716797
	Iteration 41Q: 3 clusters Score -156113.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -156122.859375 Penalty: 2578.716797
	Iteration 42Q: 3 clusters Score -156122.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -156131.421875 Penalty: 2578.716797
	Iteration 43Q: 3 clusters Score -156131.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -156136.812500 Penalty: 2578.716797
	Iteration 44Q: 3 clusters Score -156136.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -156145.390625 Penalty: 2578.716797
	Iteration 45Q: 3 clusters Score -156145.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -156157.187500 Penalty: 2578.716797
	Iteration 46Q: 3 clusters Score -156157.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -156170.953125 Penalty: 2578.716797
	Iteration 47Q: 3 clusters Score -156171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -156182.109375 Penalty: 2578.716797
	Iteration 48Q: 3 clusters Score -156182.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -156191.109375 Penalty: 2578.716797
	Iteration 49Q: 3 clusters Score -156191.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -156195.265625 Penalty: 2578.716797
	Iteration 50Q: 3 clusters Score -156195.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -156198.609375 Penalty: 2578.716797
	Iteration 51Q: 3 clusters Score -156198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -156200.484375 Penalty: 2578.716797
	Iteration 52Q: 3 clusters Score -156200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -156202.421875 Penalty: 2578.716797
	Iteration 53Q: 3 clusters Score -156202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -156202.421875 Penalty: 2578.716797
	Iteration 54F: 3 clusters Score -156202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Entering Unmasked Estep 
Score: -930222.062500 Penalty: 1569.648682
	Iteration 0F: 2 clusters Score -930222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -919375.562500 Penalty: 3139.297363
	Iteration 0F: 3 clusters Score -919375.6 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -923292.000000 Penalty: 3139.297363
	Iteration 1F: 3 clusters Score -923292 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -923703.312500 Penalty: 3139.297363
	Iteration 2F: 3 clusters Score -923703.3 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -924101.250000 Penalty: 3139.297363
	Iteration 3F: 3 clusters Score -924101.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -924553.000000 Penalty: 3139.297363
	Iteration 4F: 3 clusters Score -924553 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -925207.812500 Penalty: 3139.297363
	Iteration 5F: 3 clusters Score -925207.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -926086.125000 Penalty: 3139.297363
	Iteration 6F: 3 clusters Score -926086.1 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -927105.312500 Penalty: 3139.297363
	Iteration 7F: 3 clusters Score -927105.3 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -928028.812500 Penalty: 3139.297363
	Iteration 8F: 3 clusters Score -928028.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -928666.312500 Penalty: 3139.297363
	Iteration 9Q: 3 clusters Score -928666.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -929133.187500 Penalty: 3139.297363
	Iteration 10Q: 3 clusters Score -929133.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -929431.187500 Penalty: 3139.297363
	Iteration 11Q: 3 clusters Score -929431.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -929590.687500 Penalty: 3139.297363
	Iteration 12Q: 3 clusters Score -929590.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -929666.937500 Penalty: 3139.297363
	Iteration 13Q: 3 clusters Score -929666.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -929736.375000 Penalty: 3139.297363
	Iteration 14Q: 3 clusters Score -929736.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -929823.875000 Penalty: 3139.297363
	Iteration 15Q: 3 clusters Score -929823.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -929926.125000 Penalty: 3139.297363
	Iteration 16Q: 3 clusters Score -929926.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -930017.875000 Penalty: 3139.297363
	Iteration 17Q: 3 clusters Score -930017.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -930066.625000 Penalty: 3139.297363
	Iteration 18Q: 3 clusters Score -930066.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -930096.375000 Penalty: 3139.297363
	Iteration 19Q: 3 clusters Score -930096.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -930116.812500 Penalty: 3139.297363
	Iteration 20F: 3 clusters Score -930116.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -930127.125000 Penalty: 3139.297363
	Iteration 21Q: 3 clusters Score -930127.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -930131.625000 Penalty: 3139.297363
	Iteration 22Q: 3 clusters Score -930131.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -930132.062500 Penalty: 3139.297363
	Iteration 23Q: 3 clusters Score -930132.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -930138.062500 Penalty: 3139.297363
	Iteration 24Q: 3 clusters Score -930138.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -930139.937500 Penalty: 3139.297363
	Iteration 25Q: 3 clusters Score -930139.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -930141.937500 Penalty: 3139.297363
	Iteration 26Q: 3 clusters Score -930141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -930143.312500 Penalty: 3139.297363
	Iteration 27Q: 3 clusters Score -930143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -930142.375000 Penalty: 3139.297363
	Iteration 28Q: 3 clusters Score -930142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -930141.187500 Penalty: 3139.297363
	Iteration 29Q: 3 clusters Score -930141.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -930142.250000 Penalty: 3139.297363
	Iteration 30Q: 3 clusters Score -930142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -930143.062500 Penalty: 3139.297363
	Iteration 31Q: 3 clusters Score -930143.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -930143.937500 Penalty: 3139.297363
	Iteration 32Q: 3 clusters Score -930143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -930144.312500 Penalty: 3139.297363
	Iteration 33Q: 3 clusters Score -930144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -930144.750000 Penalty: 3139.297363
	Iteration 34Q: 3 clusters Score -930144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -930145.562500 Penalty: 3139.297363
	Iteration 35Q: 3 clusters Score -930145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -930146.687500 Penalty: 3139.297363
	Iteration 36Q: 3 clusters Score -930146.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -930146.687500 Penalty: 3139.297363
	Iteration 37F: 3 clusters Score -930146.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -194129.609375 Penalty: 1323.037964
	Iteration 0F: 2 clusters Score -194129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -191165.468750 Penalty: 2646.075928
	Iteration 0F: 3 clusters Score -191165.5 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -191962.500000 Penalty: 2646.075928
	Iteration 1F: 3 clusters Score -191962.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -192122.906250 Penalty: 2646.075928
	Iteration 2F: 3 clusters Score -192122.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -192235.500000 Penalty: 2646.075928
	Iteration 3F: 3 clusters Score -192235.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -192340.781250 Penalty: 2646.075928
	Iteration 4Q: 3 clusters Score -192340.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -192454.140625 Penalty: 2646.075928
	Iteration 5Q: 3 clusters Score -192454.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -192576.812500 Penalty: 2646.075928
	Iteration 6Q: 3 clusters Score -192576.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -192749.000000 Penalty: 2646.075928
	Iteration 7Q: 3 clusters Score -192749 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -192905.734375 Penalty: 2646.075928
	Iteration 8Q: 3 clusters Score -192905.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -193071.859375 Penalty: 2646.075928
	Iteration 9Q: 3 clusters Score -193071.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -193230.359375 Penalty: 2646.075928
	Iteration 10Q: 3 clusters Score -193230.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -193325.578125 Penalty: 2646.075928
	Iteration 11Q: 3 clusters Score -193325.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -193390.734375 Penalty: 2646.075928
	Iteration 12Q: 3 clusters Score -193390.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -193428.140625 Penalty: 2646.075928
	Iteration 13Q: 3 clusters Score -193428.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -193455.953125 Penalty: 2646.075928
	Iteration 14Q: 3 clusters Score -193456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -193485.359375 Penalty: 2646.075928
	Iteration 15Q: 3 clusters Score -193485.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -193503.625000 Penalty: 2646.075928
	Iteration 16Q: 3 clusters Score -193503.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -193516.265625 Penalty: 2646.075928
	Iteration 17Q: 3 clusters Score -193516.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -193521.984375 Penalty: 2646.075928
	Iteration 18Q: 3 clusters Score -193522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -193528.312500 Penalty: 2646.075928
	Iteration 19Q: 3 clusters Score -193528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -193536.312500 Penalty: 2646.075928
	Iteration 20F: 3 clusters Score -193536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -193542.531250 Penalty: 2646.075928
	Iteration 21Q: 3 clusters Score -193542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -193546.734375 Penalty: 2646.075928
	Iteration 22Q: 3 clusters Score -193546.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -193550.687500 Penalty: 2646.075928
	Iteration 23Q: 3 clusters Score -193550.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -193553.796875 Penalty: 2646.075928
	Iteration 24Q: 3 clusters Score -193553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -193556.531250 Penalty: 2646.075928
	Iteration 25Q: 3 clusters Score -193556.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -193560.703125 Penalty: 2646.075928
	Iteration 26Q: 3 clusters Score -193560.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -193562.156250 Penalty: 2646.075928
	Iteration 27Q: 3 clusters Score -193562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -193563.171875 Penalty: 2646.075928
	Iteration 28Q: 3 clusters Score -193563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -193563.171875 Penalty: 2646.075928
	Iteration 29F: 3 clusters Score -193563.2 nChanged 0
--- Evaluating fit on full set of 1375465 points ---
Entering Unmasked Estep 
Score: -80935440.000000 Penalty: 50530.128906
20->23 Clusters: Score -80935440.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 458488 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 22664 members 
Mstep: Class 3 contains 22816 members 
Mstep: Class 4 contains 22956 members 
Mstep: Class 5 contains 23068 members 
Mstep: Class 6 contains 22865 members 
Mstep: Class 7 contains 23123 members 
Mstep: Class 8 contains 22854 members 
Mstep: Class 9 contains 22687 members 
Mstep: Class 10 contains 22975 members 
Mstep: Class 11 contains 22916 members 
Mstep: Class 12 contains 22835 members 
Mstep: Class 13 contains 22883 members 
Mstep: Class 14 contains 22915 members 
Mstep: Class 15 contains 22594 members 
Mstep: Class 16 contains 23038 members 
Mstep: Class 17 contains 22970 members 
Mstep: Class 18 contains 23153 members 
Mstep: Class 19 contains 22891 members 
Mstep: Class 20 contains 23199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 480.761993 but Gain 2118.300781
Score: -25014814.000000 Penalty: 40247.691406
Iteration 0F: 20 clusters Score -2.501481e+07 nChanged 431518
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 51735 members 
Mstep: Class 3 contains 25365 members 
Mstep: Class 4 contains 17608 members 
Mstep: Class 5 contains 27555 members 
Mstep: Class 6 contains 21574 members 
Mstep: Class 7 contains 18738 members 
Mstep: Class 8 contains 12736 members 
Mstep: Class 9 contains 15620 members 
Mstep: Class 10 contains 21824 members 
Mstep: Class 11 contains 19045 members 
Mstep: Class 13 contains 26622 members 
Mstep: Class 14 contains 22303 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 25333 members 
Mstep: Class 17 contains 26063 members 
Mstep: Class 18 contains 41179 members 
Mstep: Class 19 contains 20826 members 
Mstep: Class 20 contains 26866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26128524.000000 Penalty: 40247.691406
Iteration 1F: 20 clusters Score -2.612852e+07 nChanged 152054
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 55410 members 
Mstep: Class 3 contains 33221 members 
Mstep: Class 4 contains 13360 members 
Mstep: Class 5 contains 25729 members 
Mstep: Class 6 contains 18526 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 13095 members 
Mstep: Class 10 contains 17076 members 
Mstep: Class 11 contains 13443 members 
Mstep: Class 13 contains 26587 members 
Mstep: Class 14 contains 18862 members 
Mstep: Class 15 contains 16165 members 
Mstep: Class 16 contains 30087 members 
Mstep: Class 17 contains 25486 members 
Mstep: Class 18 contains 55170 members 
Mstep: Class 19 contains 22213 members 
Mstep: Class 20 contains 30215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26381154.000000 Penalty: 40247.691406
Iteration 2F: 20 clusters Score -2.638115e+07 nChanged 113691
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 59311 members 
Mstep: Class 3 contains 40409 members 
Mstep: Class 4 contains 11893 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 13916 members 
Mstep: Class 7 contains 9861 members 
Mstep: Class 8 contains 8845 members 
Mstep: Class 9 contains 11799 members 
Mstep: Class 10 contains 13136 members 
Mstep: Class 11 contains 9334 members 
Mstep: Class 13 contains 24047 members 
Mstep: Class 14 contains 16492 members 
Mstep: Class 15 contains 17975 members 
Mstep: Class 16 contains 34271 members 
Mstep: Class 17 contains 23598 members 
Mstep: Class 18 contains 66042 members 
Mstep: Class 19 contains 27124 members 
Mstep: Class 20 contains 30919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26512340.000000 Penalty: 40247.691406
Iteration 3F: 20 clusters Score -2.651234e+07 nChanged 82752
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 61121 members 
Mstep: Class 3 contains 44686 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 8351 members 
Mstep: Class 8 contains 6754 members 
Mstep: Class 9 contains 12076 members 
Mstep: Class 10 contains 11095 members 
Mstep: Class 11 contains 7258 members 
Mstep: Class 13 contains 20725 members 
Mstep: Class 14 contains 15309 members 
Mstep: Class 15 contains 18860 members 
Mstep: Class 16 contains 39003 members 
Mstep: Class 17 contains 22070 members 
Mstep: Class 18 contains 75920 members 
Mstep: Class 19 contains 30209 members 
Mstep: Class 20 contains 29546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26590484.000000 Penalty: 40247.691406
Iteration 4F: 20 clusters Score -2.659048e+07 nChanged 67335
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 59699 members 
Mstep: Class 3 contains 47190 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 17851 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 5188 members 
Mstep: Class 9 contains 13972 members 
Mstep: Class 10 contains 10203 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 13 contains 17454 members 
Mstep: Class 14 contains 14611 members 
Mstep: Class 15 contains 18321 members 
Mstep: Class 16 contains 45075 members 
Mstep: Class 17 contains 20950 members 
Mstep: Class 18 contains 86241 members 
Mstep: Class 19 contains 30222 members 
Mstep: Class 20 contains 27123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26655978.000000 Penalty: 40247.691406
Iteration 5F: 20 clusters Score -2.665598e+07 nChanged 59771
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 55324 members 
Mstep: Class 3 contains 48131 members 
Mstep: Class 4 contains 12295 members 
Mstep: Class 5 contains 18087 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 8155 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 17064 members 
Mstep: Class 10 contains 10132 members 
Mstep: Class 11 contains 5730 members 
Mstep: Class 13 contains 14972 members 
Mstep: Class 14 contains 14106 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 51979 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 97377 members 
Mstep: Class 19 contains 28166 members 
Mstep: Class 20 contains 24080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26715326.000000 Penalty: 40247.691406
Iteration 6F: 20 clusters Score -2.671533e+07 nChanged 53179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 48841 members 
Mstep: Class 3 contains 48091 members 
Mstep: Class 4 contains 11553 members 
Mstep: Class 5 contains 18973 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 3246 members 
Mstep: Class 9 contains 20402 members 
Mstep: Class 10 contains 10572 members 
Mstep: Class 11 contains 5388 members 
Mstep: Class 13 contains 13457 members 
Mstep: Class 14 contains 13495 members 
Mstep: Class 15 contains 15171 members 
Mstep: Class 16 contains 58467 members 
Mstep: Class 17 contains 19830 members 
Mstep: Class 18 contains 108759 members 
Mstep: Class 19 contains 25447 members 
Mstep: Class 20 contains 20810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2052.735840 but Gain 2118.300781
Score: -26764926.000000 Penalty: 38129.390625
Iteration 7F: 19 clusters Score -2.676493e+07 nChanged 46577
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 41592 members 
Mstep: Class 3 contains 48055 members 
Mstep: Class 4 contains 10704 members 
Mstep: Class 5 contains 20347 members 
Mstep: Class 7 contains 8032 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 23154 members 
Mstep: Class 10 contains 11054 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 13 contains 12901 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 13600 members 
Mstep: Class 16 contains 63869 members 
Mstep: Class 17 contains 19945 members 
Mstep: Class 18 contains 119575 members 
Mstep: Class 19 contains 23231 members 
Mstep: Class 20 contains 17853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26804588.000000 Penalty: 38129.390625
Iteration 8F: 19 clusters Score -2.680459e+07 nChanged 36848
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 34125 members 
Mstep: Class 3 contains 47948 members 
Mstep: Class 4 contains 9892 members 
Mstep: Class 5 contains 21517 members 
Mstep: Class 7 contains 7675 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 24731 members 
Mstep: Class 10 contains 11391 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 13 contains 12824 members 
Mstep: Class 14 contains 12768 members 
Mstep: Class 15 contains 12141 members 
Mstep: Class 16 contains 67781 members 
Mstep: Class 17 contains 20006 members 
Mstep: Class 18 contains 128929 members 
Mstep: Class 19 contains 21495 members 
Mstep: Class 20 contains 14811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26832360.000000 Penalty: 38129.390625
Iteration 9F: 19 clusters Score -2.683236e+07 nChanged 29889
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 27488 members 
Mstep: Class 3 contains 48841 members 
Mstep: Class 4 contains 9238 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 25684 members 
Mstep: Class 10 contains 11648 members 
Mstep: Class 11 contains 4775 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 12682 members 
Mstep: Class 15 contains 10842 members 
Mstep: Class 16 contains 70184 members 
Mstep: Class 17 contains 20003 members 
Mstep: Class 18 contains 136906 members 
Mstep: Class 19 contains 20155 members 
Mstep: Class 20 contains 12020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26852982.000000 Penalty: 38129.390625
Iteration 10F: 19 clusters Score -2.685298e+07 nChanged 24434
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22283 members 
Mstep: Class 3 contains 50436 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 22955 members 
Mstep: Class 7 contains 7203 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 26266 members 
Mstep: Class 10 contains 11898 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 13 contains 13305 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 9620 members 
Mstep: Class 16 contains 71419 members 
Mstep: Class 17 contains 20039 members 
Mstep: Class 18 contains 143266 members 
Mstep: Class 19 contains 18936 members 
Mstep: Class 20 contains 9644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26868506.000000 Penalty: 38129.390625
Iteration 11F: 19 clusters Score -2.686851e+07 nChanged 19827
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 18453 members 
Mstep: Class 3 contains 52319 members 
Mstep: Class 4 contains 8280 members 
Mstep: Class 5 contains 23307 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 26600 members 
Mstep: Class 10 contains 12046 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 13 contains 13629 members 
Mstep: Class 14 contains 12742 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 16 contains 71863 members 
Mstep: Class 17 contains 20202 members 
Mstep: Class 18 contains 148038 members 
Mstep: Class 19 contains 17850 members 
Mstep: Class 20 contains 7649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26880240.000000 Penalty: 38129.390625
Iteration 12Q: 19 clusters Score -2.688024e+07 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15862 members 
Mstep: Class 3 contains 54382 members 
Mstep: Class 4 contains 7911 members 
Mstep: Class 5 contains 23491 members 
Mstep: Class 7 contains 6986 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 26741 members 
Mstep: Class 10 contains 12089 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 13 contains 13969 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 15 contains 7706 members 
Mstep: Class 16 contains 71699 members 
Mstep: Class 17 contains 20530 members 
Mstep: Class 18 contains 151462 members 
Mstep: Class 19 contains 16869 members 
Mstep: Class 20 contains 6111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26888738.000000 Penalty: 38129.390625
Iteration 13Q: 19 clusters Score -2.688874e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 14074 members 
Mstep: Class 3 contains 56345 members 
Mstep: Class 4 contains 7641 members 
Mstep: Class 5 contains 23660 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 26720 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 3811 members 
Mstep: Class 13 contains 14125 members 
Mstep: Class 14 contains 12873 members 
Mstep: Class 15 contains 7022 members 
Mstep: Class 16 contains 71167 members 
Mstep: Class 17 contains 20974 members 
Mstep: Class 18 contains 153875 members 
Mstep: Class 19 contains 15991 members 
Mstep: Class 20 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26894960.000000 Penalty: 38129.390625
Iteration 14Q: 19 clusters Score -2.689496e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 12835 members 
Mstep: Class 3 contains 58233 members 
Mstep: Class 4 contains 7441 members 
Mstep: Class 5 contains 23821 members 
Mstep: Class 7 contains 6808 members 
Mstep: Class 8 contains 3438 members 
Mstep: Class 9 contains 26614 members 
Mstep: Class 10 contains 11896 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 13 contains 14256 members 
Mstep: Class 14 contains 12907 members 
Mstep: Class 15 contains 6512 members 
Mstep: Class 16 contains 70365 members 
Mstep: Class 17 contains 21462 members 
Mstep: Class 18 contains 155445 members 
Mstep: Class 19 contains 15173 members 
Mstep: Class 20 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26899838.000000 Penalty: 38129.390625
Iteration 15Q: 19 clusters Score -2.689984e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 11877 members 
Mstep: Class 3 contains 60033 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 23999 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 26475 members 
Mstep: Class 10 contains 11750 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 13 contains 14340 members 
Mstep: Class 14 contains 12977 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 69345 members 
Mstep: Class 17 contains 21957 members 
Mstep: Class 18 contains 156508 members 
Mstep: Class 19 contains 14475 members 
Mstep: Class 20 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26903358.000000 Penalty: 38129.390625
Iteration 16Q: 19 clusters Score -2.690336e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 11135 members 
Mstep: Class 3 contains 61813 members 
Mstep: Class 4 contains 7232 members 
Mstep: Class 5 contains 24129 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 26313 members 
Mstep: Class 10 contains 11585 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 13 contains 14387 members 
Mstep: Class 14 contains 13035 members 
Mstep: Class 15 contains 5754 members 
Mstep: Class 16 contains 68198 members 
Mstep: Class 17 contains 22440 members 
Mstep: Class 18 contains 157206 members 
Mstep: Class 19 contains 13848 members 
Mstep: Class 20 contains 3909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26906342.000000 Penalty: 38129.390625
Iteration 17Q: 19 clusters Score -2.690634e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 63554 members 
Mstep: Class 4 contains 7201 members 
Mstep: Class 5 contains 24291 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 4139 members 
Mstep: Class 9 contains 26135 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 3056 members 
Mstep: Class 13 contains 14380 members 
Mstep: Class 14 contains 13102 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 66991 members 
Mstep: Class 17 contains 22837 members 
Mstep: Class 18 contains 157638 members 
Mstep: Class 19 contains 13292 members 
Mstep: Class 20 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26908710.000000 Penalty: 38129.390625
Iteration 18Q: 19 clusters Score -2.690871e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 10013 members 
Mstep: Class 3 contains 65383 members 
Mstep: Class 4 contains 7190 members 
Mstep: Class 5 contains 24437 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 25943 members 
Mstep: Class 10 contains 11251 members 
Mstep: Class 11 contains 3058 members 
Mstep: Class 13 contains 14363 members 
Mstep: Class 14 contains 13177 members 
Mstep: Class 15 contains 5301 members 
Mstep: Class 16 contains 65669 members 
Mstep: Class 17 contains 23102 members 
Mstep: Class 18 contains 157854 members 
Mstep: Class 19 contains 12842 members 
Mstep: Class 20 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26910574.000000 Penalty: 38129.390625
Iteration 19Q: 19 clusters Score -2.691057e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9587 members 
Mstep: Class 3 contains 67268 members 
Mstep: Class 4 contains 7185 members 
Mstep: Class 5 contains 24615 members 
Mstep: Class 7 contains 6724 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 25769 members 
Mstep: Class 10 contains 11118 members 
Mstep: Class 11 contains 3117 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 13235 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 64188 members 
Mstep: Class 17 contains 23251 members 
Mstep: Class 18 contains 158032 members 
Mstep: Class 19 contains 12426 members 
Mstep: Class 20 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26912738.000000 Penalty: 38129.390625
Iteration 20F: 19 clusters Score -2.691274e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 9146 members 
Mstep: Class 3 contains 69121 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 24779 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 25550 members 
Mstep: Class 10 contains 11006 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 13 contains 14329 members 
Mstep: Class 14 contains 13237 members 
Mstep: Class 15 contains 4957 members 
Mstep: Class 16 contains 62624 members 
Mstep: Class 17 contains 23332 members 
Mstep: Class 18 contains 158090 members 
Mstep: Class 19 contains 11964 members 
Mstep: Class 20 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26914758.000000 Penalty: 38129.390625
Iteration 21Q: 19 clusters Score -2.691476e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8738 members 
Mstep: Class 3 contains 70982 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 5 contains 24920 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 25399 members 
Mstep: Class 10 contains 10903 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 13 contains 14298 members 
Mstep: Class 14 contains 13240 members 
Mstep: Class 15 contains 4836 members 
Mstep: Class 16 contains 60992 members 
Mstep: Class 17 contains 23355 members 
Mstep: Class 18 contains 158115 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 3640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26916436.000000 Penalty: 38129.390625
Iteration 22Q: 19 clusters Score -2.691644e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8372 members 
Mstep: Class 3 contains 72819 members 
Mstep: Class 4 contains 7121 members 
Mstep: Class 5 contains 25026 members 
Mstep: Class 7 contains 6934 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 25270 members 
Mstep: Class 10 contains 10812 members 
Mstep: Class 11 contains 3798 members 
Mstep: Class 13 contains 14264 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 4723 members 
Mstep: Class 16 contains 59298 members 
Mstep: Class 17 contains 23325 members 
Mstep: Class 18 contains 158192 members 
Mstep: Class 19 contains 11208 members 
Mstep: Class 20 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26917808.000000 Penalty: 38129.390625
Iteration 23Q: 19 clusters Score -2.691781e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8062 members 
Mstep: Class 3 contains 74651 members 
Mstep: Class 4 contains 7144 members 
Mstep: Class 5 contains 25120 members 
Mstep: Class 7 contains 7033 members 
Mstep: Class 8 contains 5199 members 
Mstep: Class 9 contains 25170 members 
Mstep: Class 10 contains 10701 members 
Mstep: Class 11 contains 4030 members 
Mstep: Class 13 contains 14218 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 4603 members 
Mstep: Class 16 contains 57596 members 
Mstep: Class 17 contains 23251 members 
Mstep: Class 18 contains 158283 members 
Mstep: Class 19 contains 10912 members 
Mstep: Class 20 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26919256.000000 Penalty: 38129.390625
Iteration 24Q: 19 clusters Score -2.691926e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7779 members 
Mstep: Class 3 contains 76523 members 
Mstep: Class 4 contains 7169 members 
Mstep: Class 5 contains 25222 members 
Mstep: Class 7 contains 7094 members 
Mstep: Class 8 contains 5294 members 
Mstep: Class 9 contains 25086 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 4277 members 
Mstep: Class 13 contains 14172 members 
Mstep: Class 14 contains 13200 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 55812 members 
Mstep: Class 17 contains 23164 members 
Mstep: Class 18 contains 158343 members 
Mstep: Class 19 contains 10690 members 
Mstep: Class 20 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26920436.000000 Penalty: 38129.390625
Iteration 25Q: 19 clusters Score -2.692044e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7556 members 
Mstep: Class 3 contains 78384 members 
Mstep: Class 4 contains 7193 members 
Mstep: Class 5 contains 25316 members 
Mstep: Class 7 contains 7168 members 
Mstep: Class 8 contains 5374 members 
Mstep: Class 9 contains 25024 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 11 contains 4505 members 
Mstep: Class 13 contains 14139 members 
Mstep: Class 14 contains 13156 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 54010 members 
Mstep: Class 17 contains 23053 members 
Mstep: Class 18 contains 158412 members 
Mstep: Class 19 contains 10469 members 
Mstep: Class 20 contains 3847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26921370.000000 Penalty: 38129.390625
Iteration 26Q: 19 clusters Score -2.692137e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 80320 members 
Mstep: Class 4 contains 7231 members 
Mstep: Class 5 contains 25399 members 
Mstep: Class 7 contains 7261 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 24994 members 
Mstep: Class 10 contains 10388 members 
Mstep: Class 11 contains 4729 members 
Mstep: Class 13 contains 14114 members 
Mstep: Class 14 contains 13107 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 52107 members 
Mstep: Class 17 contains 22950 members 
Mstep: Class 18 contains 158474 members 
Mstep: Class 19 contains 10257 members 
Mstep: Class 20 contains 3904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26922162.000000 Penalty: 38129.390625
Iteration 27Q: 19 clusters Score -2.692216e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 82284 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 25498 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 5528 members 
Mstep: Class 9 contains 24997 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 13 contains 14093 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 16 contains 50100 members 
Mstep: Class 17 contains 22835 members 
Mstep: Class 18 contains 158521 members 
Mstep: Class 19 contains 10063 members 
Mstep: Class 20 contains 3985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26923032.000000 Penalty: 38129.390625
Iteration 28Q: 19 clusters Score -2.692303e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 84308 members 
Mstep: Class 4 contains 7309 members 
Mstep: Class 5 contains 25595 members 
Mstep: Class 7 contains 7417 members 
Mstep: Class 8 contains 5599 members 
Mstep: Class 9 contains 25011 members 
Mstep: Class 10 contains 10141 members 
Mstep: Class 11 contains 5046 members 
Mstep: Class 13 contains 14079 members 
Mstep: Class 14 contains 13029 members 
Mstep: Class 15 contains 4082 members 
Mstep: Class 16 contains 47998 members 
Mstep: Class 17 contains 22744 members 
Mstep: Class 18 contains 158533 members 
Mstep: Class 19 contains 9892 members 
Mstep: Class 20 contains 4078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26924070.000000 Penalty: 38129.390625
Iteration 29Q: 19 clusters Score -2.692407e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6995 members 
Mstep: Class 3 contains 86330 members 
Mstep: Class 4 contains 7346 members 
Mstep: Class 5 contains 25687 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 5664 members 
Mstep: Class 9 contains 25080 members 
Mstep: Class 10 contains 10008 members 
Mstep: Class 11 contains 5155 members 
Mstep: Class 13 contains 14063 members 
Mstep: Class 14 contains 12989 members 
Mstep: Class 15 contains 4027 members 
Mstep: Class 16 contains 45838 members 
Mstep: Class 17 contains 22660 members 
Mstep: Class 18 contains 158589 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26925354.000000 Penalty: 38129.390625
Iteration 30Q: 19 clusters Score -2.692535e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 88377 members 
Mstep: Class 4 contains 7387 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 7 contains 7559 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 25188 members 
Mstep: Class 10 contains 9884 members 
Mstep: Class 11 contains 5261 members 
Mstep: Class 13 contains 14047 members 
Mstep: Class 14 contains 12956 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 43607 members 
Mstep: Class 17 contains 22580 members 
Mstep: Class 18 contains 158637 members 
Mstep: Class 19 contains 9634 members 
Mstep: Class 20 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26926530.000000 Penalty: 38129.390625
Iteration 31Q: 19 clusters Score -2.692653e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6842 members 
Mstep: Class 3 contains 90459 members 
Mstep: Class 4 contains 7432 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 7 contains 7630 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 25340 members 
Mstep: Class 10 contains 9787 members 
Mstep: Class 11 contains 5352 members 
Mstep: Class 13 contains 14039 members 
Mstep: Class 14 contains 12921 members 
Mstep: Class 15 contains 3919 members 
Mstep: Class 16 contains 41323 members 
Mstep: Class 17 contains 22446 members 
Mstep: Class 18 contains 158735 members 
Mstep: Class 19 contains 9522 members 
Mstep: Class 20 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26927730.000000 Penalty: 38129.390625
Iteration 32Q: 19 clusters Score -2.692773e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6784 members 
Mstep: Class 3 contains 92710 members 
Mstep: Class 4 contains 7485 members 
Mstep: Class 5 contains 25809 members 
Mstep: Class 7 contains 7729 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 25512 members 
Mstep: Class 10 contains 9690 members 
Mstep: Class 11 contains 5415 members 
Mstep: Class 13 contains 14023 members 
Mstep: Class 14 contains 12891 members 
Mstep: Class 15 contains 3882 members 
Mstep: Class 16 contains 38906 members 
Mstep: Class 17 contains 22300 members 
Mstep: Class 18 contains 158810 members 
Mstep: Class 19 contains 9410 members 
Mstep: Class 20 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26929524.000000 Penalty: 38129.390625
Iteration 33Q: 19 clusters Score -2.692952e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 94963 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 25832 members 
Mstep: Class 7 contains 7798 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 25742 members 
Mstep: Class 10 contains 9585 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 13 contains 14011 members 
Mstep: Class 14 contains 12869 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 36430 members 
Mstep: Class 17 contains 22137 members 
Mstep: Class 18 contains 158876 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 4218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26931416.000000 Penalty: 38129.390625
Iteration 34Q: 19 clusters Score -2.693142e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6680 members 
Mstep: Class 3 contains 96921 members 
Mstep: Class 4 contains 7593 members 
Mstep: Class 5 contains 25845 members 
Mstep: Class 7 contains 7873 members 
Mstep: Class 8 contains 5952 members 
Mstep: Class 9 contains 25992 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 13 contains 13995 members 
Mstep: Class 14 contains 12832 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 34216 members 
Mstep: Class 17 contains 21983 members 
Mstep: Class 18 contains 158966 members 
Mstep: Class 19 contains 9263 members 
Mstep: Class 20 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26933564.000000 Penalty: 38129.390625
Iteration 35Q: 19 clusters Score -2.693356e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6639 members 
Mstep: Class 3 contains 98468 members 
Mstep: Class 4 contains 7638 members 
Mstep: Class 5 contains 25867 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 5993 members 
Mstep: Class 9 contains 26282 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 5564 members 
Mstep: Class 13 contains 13970 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 3821 members 
Mstep: Class 16 contains 32402 members 
Mstep: Class 17 contains 21848 members 
Mstep: Class 18 contains 159012 members 
Mstep: Class 19 contains 9191 members 
Mstep: Class 20 contains 4233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26935498.000000 Penalty: 38129.390625
Iteration 36Q: 19 clusters Score -2.69355e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 99493 members 
Mstep: Class 4 contains 7694 members 
Mstep: Class 5 contains 25899 members 
Mstep: Class 7 contains 8037 members 
Mstep: Class 8 contains 6017 members 
Mstep: Class 9 contains 26556 members 
Mstep: Class 10 contains 9307 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 13 contains 13952 members 
Mstep: Class 14 contains 12773 members 
Mstep: Class 15 contains 3809 members 
Mstep: Class 16 contains 31120 members 
Mstep: Class 17 contains 21703 members 
Mstep: Class 18 contains 159022 members 
Mstep: Class 19 contains 9134 members 
Mstep: Class 20 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26936744.000000 Penalty: 38129.390625
Iteration 37Q: 19 clusters Score -2.693674e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 100207 members 
Mstep: Class 4 contains 7756 members 
Mstep: Class 5 contains 25914 members 
Mstep: Class 7 contains 8112 members 
Mstep: Class 8 contains 6052 members 
Mstep: Class 9 contains 26834 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 5638 members 
Mstep: Class 13 contains 13948 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 30185 members 
Mstep: Class 17 contains 21563 members 
Mstep: Class 18 contains 159000 members 
Mstep: Class 19 contains 9071 members 
Mstep: Class 20 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26937684.000000 Penalty: 38129.390625
Iteration 38Q: 19 clusters Score -2.693768e+07 nChanged 2332
Entering ConstructFrom: 
Score: -26937684.000000 Penalty: 38129.390625
Entering ConstructFrom: 
Trying to split cluster 1 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -498822.125000 Penalty: 1456.242798
	Iteration 0F: 2 clusters Score -498822.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -493056.843750 Penalty: 2912.485596
	Iteration 0F: 3 clusters Score -493056.8 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -494814.718750 Penalty: 2912.485596
	Iteration 1F: 3 clusters Score -494814.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -495080.937500 Penalty: 2912.485596
	Iteration 2F: 3 clusters Score -495080.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -495271.031250 Penalty: 2912.485596
	Iteration 3F: 3 clusters Score -495271 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -495399.750000 Penalty: 2912.485596
	Iteration 4Q: 3 clusters Score -495399.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -495516.843750 Penalty: 2912.485596
	Iteration 5Q: 3 clusters Score -495516.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -495615.968750 Penalty: 2912.485596
	Iteration 6Q: 3 clusters Score -495616 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -495707.562500 Penalty: 2912.485596
	Iteration 7Q: 3 clusters Score -495707.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -495812.031250 Penalty: 2912.485596
	Iteration 8Q: 3 clusters Score -495812 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -495916.062500 Penalty: 2912.485596
	Iteration 9Q: 3 clusters Score -495916.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -496026.687500 Penalty: 2912.485596
	Iteration 10Q: 3 clusters Score -496026.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -496151.531250 Penalty: 2912.485596
	Iteration 11Q: 3 clusters Score -496151.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -496301.718750 Penalty: 2912.485596
	Iteration 12Q: 3 clusters Score -496301.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -496461.156250 Penalty: 2912.485596
	Iteration 13Q: 3 clusters Score -496461.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -496619.187500 Penalty: 2912.485596
	Iteration 14Q: 3 clusters Score -496619.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -496776.156250 Penalty: 2912.485596
	Iteration 15Q: 3 clusters Score -496776.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -496939.468750 Penalty: 2912.485596
	Iteration 16Q: 3 clusters Score -496939.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -497088.625000 Penalty: 2912.485596
	Iteration 17Q: 3 clusters Score -497088.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -497207.187500 Penalty: 2912.485596
	Iteration 18Q: 3 clusters Score -497207.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -497323.250000 Penalty: 2912.485596
	Iteration 19Q: 3 clusters Score -497323.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -497408.437500 Penalty: 2912.485596
	Iteration 20F: 3 clusters Score -497408.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -497468.281250 Penalty: 2912.485596
	Iteration 21Q: 3 clusters Score -497468.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -497505.062500 Penalty: 2912.485596
	Iteration 22Q: 3 clusters Score -497505.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -497540.093750 Penalty: 2912.485596
	Iteration 23Q: 3 clusters Score -497540.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -497565.468750 Penalty: 2912.485596
	Iteration 24Q: 3 clusters Score -497565.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -497580.281250 Penalty: 2912.485596
	Iteration 25Q: 3 clusters Score -497580.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -497590.843750 Penalty: 2912.485596
	Iteration 26Q: 3 clusters Score -497590.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -497598.937500 Penalty: 2912.485596
	Iteration 27Q: 3 clusters Score -497598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -497603.156250 Penalty: 2912.485596
	Iteration 28Q: 3 clusters Score -497603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -497607.437500 Penalty: 2912.485596
	Iteration 29Q: 3 clusters Score -497607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -497608.031250 Penalty: 2912.485596
	Iteration 30Q: 3 clusters Score -497608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -497611.468750 Penalty: 2912.485596
	Iteration 31Q: 3 clusters Score -497611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -497615.031250 Penalty: 2912.485596
	Iteration 32Q: 3 clusters Score -497615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -497616.125000 Penalty: 2912.485596
	Iteration 33Q: 3 clusters Score -497616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -497616.750000 Penalty: 2912.485596
	Iteration 34Q: 3 clusters Score -497616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -497617.312500 Penalty: 2912.485596
	Iteration 35Q: 3 clusters Score -497617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -497618.531250 Penalty: 2912.485596
	Iteration 36Q: 3 clusters Score -497618.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -497619.187500 Penalty: 2912.485596
	Iteration 37Q: 3 clusters Score -497619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -497619.343750 Penalty: 2912.485596
	Iteration 38Q: 3 clusters Score -497619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -497619.812500 Penalty: 2912.485596
	Iteration 39Q: 3 clusters Score -497619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -497620.343750 Penalty: 2912.485596
	Iteration 40F: 3 clusters Score -497620.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Entering Unmasked Estep 
Score: -380272.281250 Penalty: 1427.202148
	Iteration 0F: 2 clusters Score -380272.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -375409.781250 Penalty: 2854.404297
	Iteration 0F: 3 clusters Score -375409.8 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -377565.375000 Penalty: 2854.404297
	Iteration 1F: 3 clusters Score -377565.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -378880.281250 Penalty: 2854.404297
	Iteration 2F: 3 clusters Score -378880.3 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -379881.250000 Penalty: 2854.404297
	Iteration 3F: 3 clusters Score -379881.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -380363.531250 Penalty: 2854.404297
	Iteration 4F: 3 clusters Score -380363.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -380567.625000 Penalty: 2854.404297
	Iteration 5Q: 3 clusters Score -380567.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -380670.468750 Penalty: 2854.404297
	Iteration 6Q: 3 clusters Score -380670.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -380749.937500 Penalty: 2854.404297
	Iteration 7Q: 3 clusters Score -380749.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -380845.843750 Penalty: 2854.404297
	Iteration 8Q: 3 clusters Score -380845.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -380980.187500 Penalty: 2854.404297
	Iteration 9Q: 3 clusters Score -380980.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -381165.093750 Penalty: 2854.404297
	Iteration 10Q: 3 clusters Score -381165.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -381354.593750 Penalty: 2854.404297
	Iteration 11Q: 3 clusters Score -381354.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -381512.000000 Penalty: 2854.404297
	Iteration 12Q: 3 clusters Score -381512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -381651.687500 Penalty: 2854.404297
	Iteration 13Q: 3 clusters Score -381651.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -381809.843750 Penalty: 2854.404297
	Iteration 14Q: 3 clusters Score -381809.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -382066.375000 Penalty: 2854.404297
	Iteration 15Q: 3 clusters Score -382066.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -382346.562500 Penalty: 2854.404297
	Iteration 16Q: 3 clusters Score -382346.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -382539.687500 Penalty: 2854.404297
	Iteration 17Q: 3 clusters Score -382539.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -382644.093750 Penalty: 2854.404297
	Iteration 18Q: 3 clusters Score -382644.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -382692.781250 Penalty: 2854.404297
	Iteration 19Q: 3 clusters Score -382692.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -382721.000000 Penalty: 2854.404297
	Iteration 20F: 3 clusters Score -382721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -382740.000000 Penalty: 2854.404297
	Iteration 21Q: 3 clusters Score -382740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -382757.156250 Penalty: 2854.404297
	Iteration 22Q: 3 clusters Score -382757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -382765.968750 Penalty: 2854.404297
	Iteration 23Q: 3 clusters Score -382766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -382769.812500 Penalty: 2854.404297
	Iteration 24Q: 3 clusters Score -382769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -382771.125000 Penalty: 2854.404297
	Iteration 25Q: 3 clusters Score -382771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -382771.187500 Penalty: 2854.404297
	Iteration 26Q: 3 clusters Score -382771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -382771.531250 Penalty: 2854.404297
	Iteration 27Q: 3 clusters Score -382771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -382771.562500 Penalty: 2854.404297
	Iteration 28Q: 3 clusters Score -382771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -382771.562500 Penalty: 2854.404297
	Iteration 29F: 3 clusters Score -382771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 100699 members 
Mstep: Class 4 contains 7832 members 
Mstep: Class 5 contains 25940 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 8185 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 27082 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 5650 members 
Mstep: Class 13 contains 13927 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 29479 members 
Mstep: Class 17 contains 21377 members 
Mstep: Class 18 contains 159018 members 
Mstep: Class 19 contains 9022 members 
Mstep: Class 20 contains 4211 members 
Entering Unmasked Estep 
Score: -26939598.000000 Penalty: 40247.691406
Splitting cluster 2 changes total score from -26937684.000000 to -26939598.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (100699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100699 members 
Entering Unmasked Estep 
Score: -6219196.000000 Penalty: 1871.982300
	Iteration 0F: 2 clusters Score -6219196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -6151907.500000 Penalty: 3743.964600
	Iteration 0F: 3 clusters Score -6151908 nChanged 48287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -6179791.000000 Penalty: 3743.964600
	Iteration 1F: 3 clusters Score -6179791 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -6180505.500000 Penalty: 3743.964600
	Iteration 2Q: 3 clusters Score -6180506 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -6181410.000000 Penalty: 3743.964600
	Iteration 3Q: 3 clusters Score -6181410 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -6182463.500000 Penalty: 3743.964600
	Iteration 4Q: 3 clusters Score -6182464 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -6184066.500000 Penalty: 3743.964600
	Iteration 5Q: 3 clusters Score -6184066 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -6186175.500000 Penalty: 3743.964600
	Iteration 6Q: 3 clusters Score -6186176 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -6189273.000000 Penalty: 3743.964600
	Iteration 7F: 3 clusters Score -6189273 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -6193119.000000 Penalty: 3743.964600
	Iteration 8F: 3 clusters Score -6193119 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -6197355.500000 Penalty: 3743.964600
	Iteration 9F: 3 clusters Score -6197356 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -6201169.500000 Penalty: 3743.964600
	Iteration 10F: 3 clusters Score -6201170 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -6204011.500000 Penalty: 3743.964600
	Iteration 11Q: 3 clusters Score -6204012 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -6206060.000000 Penalty: 3743.964600
	Iteration 12Q: 3 clusters Score -6206060 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -6207719.000000 Penalty: 3743.964600
	Iteration 13Q: 3 clusters Score -6207719 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -6209144.000000 Penalty: 3743.964600
	Iteration 14Q: 3 clusters Score -6209144 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -6210462.500000 Penalty: 3743.964600
	Iteration 15Q: 3 clusters Score -6210462 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -6211694.500000 Penalty: 3743.964600
	Iteration 16Q: 3 clusters Score -6211694 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -6212723.500000 Penalty: 3743.964600
	Iteration 17Q: 3 clusters Score -6212724 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -6213539.500000 Penalty: 3743.964600
	Iteration 18Q: 3 clusters Score -6213540 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88683 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -6214219.000000 Penalty: 3743.964600
	Iteration 19Q: 3 clusters Score -6214219 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -6214642.000000 Penalty: 3743.964600
	Iteration 20F: 3 clusters Score -6214642 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -6214947.000000 Penalty: 3743.964600
	Iteration 21Q: 3 clusters Score -6214947 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -6215127.000000 Penalty: 3743.964600
	Iteration 22Q: 3 clusters Score -6215127 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -6215321.000000 Penalty: 3743.964600
	Iteration 23Q: 3 clusters Score -6215321 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -6215436.000000 Penalty: 3743.964600
	Iteration 24Q: 3 clusters Score -6215436 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -6215573.500000 Penalty: 3743.964600
	Iteration 25Q: 3 clusters Score -6215574 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -6215689.500000 Penalty: 3743.964600
	Iteration 26Q: 3 clusters Score -6215690 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -6215798.500000 Penalty: 3743.964600
	Iteration 27Q: 3 clusters Score -6215798 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -6215881.000000 Penalty: 3743.964600
	Iteration 28Q: 3 clusters Score -6215881 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -6215970.500000 Penalty: 3743.964600
	Iteration 29Q: 3 clusters Score -6215970 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -6216028.500000 Penalty: 3743.964600
	Iteration 30Q: 3 clusters Score -6216028 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -6216101.500000 Penalty: 3743.964600
	Iteration 31Q: 3 clusters Score -6216102 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94003 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -6216156.500000 Penalty: 3743.964600
	Iteration 32Q: 3 clusters Score -6216156 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -6216237.500000 Penalty: 3743.964600
	Iteration 33Q: 3 clusters Score -6216238 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -6216300.000000 Penalty: 3743.964600
	Iteration 34Q: 3 clusters Score -6216300 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94869 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -6216354.000000 Penalty: 3743.964600
	Iteration 35Q: 3 clusters Score -6216354 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -6216424.000000 Penalty: 3743.964600
	Iteration 36Q: 3 clusters Score -6216424 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -6216485.000000 Penalty: 3743.964600
	Iteration 37Q: 3 clusters Score -6216485 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -6216515.500000 Penalty: 3743.964600
	Iteration 38Q: 3 clusters Score -6216516 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95862 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6216557.500000 Penalty: 3743.964600
	Iteration 39Q: 3 clusters Score -6216558 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -6216604.000000 Penalty: 3743.964600
	Iteration 40F: 3 clusters Score -6216604 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -6216658.000000 Penalty: 3743.964600
	Iteration 41Q: 3 clusters Score -6216658 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -6216720.000000 Penalty: 3743.964600
	Iteration 42Q: 3 clusters Score -6216720 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -6216792.000000 Penalty: 3743.964600
	Iteration 43Q: 3 clusters Score -6216792 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6216853.500000 Penalty: 3743.964600
	Iteration 44Q: 3 clusters Score -6216854 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97270 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -6216924.500000 Penalty: 3743.964600
	Iteration 45Q: 3 clusters Score -6216924 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97499 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6216972.500000 Penalty: 3743.964600
	Iteration 46Q: 3 clusters Score -6216972 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6217027.500000 Penalty: 3743.964600
	Iteration 47Q: 3 clusters Score -6217028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97902 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6217085.000000 Penalty: 3743.964600
	Iteration 48Q: 3 clusters Score -6217085 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98088 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6217127.000000 Penalty: 3743.964600
	Iteration 49Q: 3 clusters Score -6217127 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98262 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6217179.000000 Penalty: 3743.964600
	Iteration 50Q: 3 clusters Score -6217179 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6217212.000000 Penalty: 3743.964600
	Iteration 51Q: 3 clusters Score -6217212 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6217240.000000 Penalty: 3743.964600
	Iteration 52Q: 3 clusters Score -6217240 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98604 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6217265.000000 Penalty: 3743.964600
	Iteration 53Q: 3 clusters Score -6217265 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6217292.000000 Penalty: 3743.964600
	Iteration 54Q: 3 clusters Score -6217292 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6217321.000000 Penalty: 3743.964600
	Iteration 55Q: 3 clusters Score -6217321 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6217348.500000 Penalty: 3743.964600
	Iteration 56Q: 3 clusters Score -6217348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6217355.500000 Penalty: 3743.964600
	Iteration 57Q: 3 clusters Score -6217356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6217379.000000 Penalty: 3743.964600
	Iteration 58Q: 3 clusters Score -6217379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99034 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6217401.500000 Penalty: 3743.964600
	Iteration 59Q: 3 clusters Score -6217402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6217424.500000 Penalty: 3743.964600
	Iteration 60F: 3 clusters Score -6217424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6217428.500000 Penalty: 3743.964600
	Iteration 61Q: 3 clusters Score -6217428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6217449.500000 Penalty: 3743.964600
	Iteration 62Q: 3 clusters Score -6217450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6217459.000000 Penalty: 3743.964600
	Iteration 63Q: 3 clusters Score -6217459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99259 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6217468.500000 Penalty: 3743.964600
	Iteration 64Q: 3 clusters Score -6217468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6217476.000000 Penalty: 3743.964600
	Iteration 65Q: 3 clusters Score -6217476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6217497.500000 Penalty: 3743.964600
	Iteration 66Q: 3 clusters Score -6217498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6217501.000000 Penalty: 3743.964600
	Iteration 67Q: 3 clusters Score -6217501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99369 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6217517.500000 Penalty: 3743.964600
	Iteration 68Q: 3 clusters Score -6217518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99394 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6217519.000000 Penalty: 3743.964600
	Iteration 69Q: 3 clusters Score -6217519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6217525.500000 Penalty: 3743.964600
	Iteration 70Q: 3 clusters Score -6217526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6217533.500000 Penalty: 3743.964600
	Iteration 71Q: 3 clusters Score -6217534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6217551.500000 Penalty: 3743.964600
	Iteration 72Q: 3 clusters Score -6217552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6217565.500000 Penalty: 3743.964600
	Iteration 73Q: 3 clusters Score -6217566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6217566.500000 Penalty: 3743.964600
	Iteration 74Q: 3 clusters Score -6217566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99558 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6217572.500000 Penalty: 3743.964600
	Iteration 75Q: 3 clusters Score -6217572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6217583.500000 Penalty: 3743.964600
	Iteration 76Q: 3 clusters Score -6217584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6217595.500000 Penalty: 3743.964600
	Iteration 77Q: 3 clusters Score -6217596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99608 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6217602.000000 Penalty: 3743.964600
	Iteration 78Q: 3 clusters Score -6217602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6217600.000000 Penalty: 3743.964600
	Iteration 79Q: 3 clusters Score -6217600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6217608.000000 Penalty: 3743.964600
	Iteration 80F: 3 clusters Score -6217608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99640 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6217606.500000 Penalty: 3743.964600
	Iteration 81Q: 3 clusters Score -6217606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6217612.000000 Penalty: 3743.964600
	Iteration 82Q: 3 clusters Score -6217612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6217614.000000 Penalty: 3743.964600
	Iteration 83Q: 3 clusters Score -6217614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6217625.500000 Penalty: 3743.964600
	Iteration 84Q: 3 clusters Score -6217626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6217622.000000 Penalty: 3743.964600
	Iteration 85Q: 3 clusters Score -6217622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6217621.000000 Penalty: 3743.964600
	Iteration 86Q: 3 clusters Score -6217621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99689 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6217625.500000 Penalty: 3743.964600
	Iteration 87Q: 3 clusters Score -6217626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6217628.500000 Penalty: 3743.964600
	Iteration 88Q: 3 clusters Score -6217628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6217619.000000 Penalty: 3743.964600
	Iteration 89Q: 3 clusters Score -6217619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6217625.500000 Penalty: 3743.964600
	Iteration 90Q: 3 clusters Score -6217626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99717 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6217625.500000 Penalty: 3743.964600
	Iteration 91Q: 3 clusters Score -6217626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6217627.000000 Penalty: 3743.964600
	Iteration 92Q: 3 clusters Score -6217627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6217633.000000 Penalty: 3743.964600
	Iteration 93Q: 3 clusters Score -6217633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99738 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6217637.000000 Penalty: 3743.964600
	Iteration 94Q: 3 clusters Score -6217637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99743 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6217638.000000 Penalty: 3743.964600
	Iteration 95Q: 3 clusters Score -6217638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99750 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6217643.500000 Penalty: 3743.964600
	Iteration 96Q: 3 clusters Score -6217644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6217649.000000 Penalty: 3743.964600
	Iteration 97Q: 3 clusters Score -6217649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99757 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6217651.000000 Penalty: 3743.964600
	Iteration 98Q: 3 clusters Score -6217651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99763 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6217646.500000 Penalty: 3743.964600
	Iteration 99Q: 3 clusters Score -6217646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99766 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6217651.500000 Penalty: 3743.964600
	Iteration 100F: 3 clusters Score -6217652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6217650.500000 Penalty: 3743.964600
	Iteration 101Q: 3 clusters Score -6217650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6217650.000000 Penalty: 3743.964600
	Iteration 102Q: 3 clusters Score -6217650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99766 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6217648.000000 Penalty: 3743.964600
	Iteration 103Q: 3 clusters Score -6217648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99766 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6217648.000000 Penalty: 3743.964600
	Iteration 104F: 3 clusters Score -6217648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Entering Unmasked Estep 
Score: -459953.843750 Penalty: 1456.970581
	Iteration 0F: 2 clusters Score -459953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -454194.062500 Penalty: 2913.941162
	Iteration 0F: 3 clusters Score -454194.1 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -456291.218750 Penalty: 2913.941162
	Iteration 1F: 3 clusters Score -456291.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -456863.531250 Penalty: 2913.941162
	Iteration 2F: 3 clusters Score -456863.5 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -457344.343750 Penalty: 2913.941162
	Iteration 3F: 3 clusters Score -457344.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -457814.437500 Penalty: 2913.941162
	Iteration 4F: 3 clusters Score -457814.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -458220.125000 Penalty: 2913.941162
	Iteration 5F: 3 clusters Score -458220.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -458559.718750 Penalty: 2913.941162
	Iteration 6F: 3 clusters Score -458559.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -458837.000000 Penalty: 2913.941162
	Iteration 7Q: 3 clusters Score -458837 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -459047.000000 Penalty: 2913.941162
	Iteration 8Q: 3 clusters Score -459047 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -459201.812500 Penalty: 2913.941162
	Iteration 9Q: 3 clusters Score -459201.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -459311.187500 Penalty: 2913.941162
	Iteration 10Q: 3 clusters Score -459311.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -459377.625000 Penalty: 2913.941162
	Iteration 11Q: 3 clusters Score -459377.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -459425.843750 Penalty: 2913.941162
	Iteration 12Q: 3 clusters Score -459425.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -459469.875000 Penalty: 2913.941162
	Iteration 13Q: 3 clusters Score -459469.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -459512.593750 Penalty: 2913.941162
	Iteration 14Q: 3 clusters Score -459512.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -459540.406250 Penalty: 2913.941162
	Iteration 15Q: 3 clusters Score -459540.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -459557.906250 Penalty: 2913.941162
	Iteration 16Q: 3 clusters Score -459557.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -459568.906250 Penalty: 2913.941162
	Iteration 17Q: 3 clusters Score -459568.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -459580.281250 Penalty: 2913.941162
	Iteration 18Q: 3 clusters Score -459580.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -459587.125000 Penalty: 2913.941162
	Iteration 19Q: 3 clusters Score -459587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -459587.343750 Penalty: 2913.941162
	Iteration 20F: 3 clusters Score -459587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -459587.750000 Penalty: 2913.941162
	Iteration 21Q: 3 clusters Score -459587.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -459591.250000 Penalty: 2913.941162
	Iteration 22Q: 3 clusters Score -459591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -459590.562500 Penalty: 2913.941162
	Iteration 23Q: 3 clusters Score -459590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -459591.906250 Penalty: 2913.941162
	Iteration 24Q: 3 clusters Score -459591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -459594.500000 Penalty: 2913.941162
	Iteration 25Q: 3 clusters Score -459594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -459596.218750 Penalty: 2913.941162
	Iteration 26Q: 3 clusters Score -459596.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -459597.843750 Penalty: 2913.941162
	Iteration 27Q: 3 clusters Score -459597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -459597.843750 Penalty: 2913.941162
	Iteration 28F: 3 clusters Score -459597.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Entering Unmasked Estep 
Score: -1595902.875000 Penalty: 1651.575562
	Iteration 0F: 2 clusters Score -1595903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1578299.625000 Penalty: 3303.151123
	Iteration 0F: 3 clusters Score -1578300 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1585140.500000 Penalty: 3303.151123
	Iteration 1F: 3 clusters Score -1585140 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1585944.250000 Penalty: 3303.151123
	Iteration 2Q: 3 clusters Score -1585944 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1586837.250000 Penalty: 3303.151123
	Iteration 3F: 3 clusters Score -1586837 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1587657.875000 Penalty: 3303.151123
	Iteration 4F: 3 clusters Score -1587658 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1588415.625000 Penalty: 3303.151123
	Iteration 5F: 3 clusters Score -1588416 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1589011.250000 Penalty: 3303.151123
	Iteration 6F: 3 clusters Score -1589011 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1589549.125000 Penalty: 3303.151123
	Iteration 7Q: 3 clusters Score -1589549 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1590070.500000 Penalty: 3303.151123
	Iteration 8Q: 3 clusters Score -1590070 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1590527.000000 Penalty: 3303.151123
	Iteration 9Q: 3 clusters Score -1590527 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1590998.000000 Penalty: 3303.151123
	Iteration 10Q: 3 clusters Score -1590998 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1591500.375000 Penalty: 3303.151123
	Iteration 11Q: 3 clusters Score -1591500 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1591967.375000 Penalty: 3303.151123
	Iteration 12Q: 3 clusters Score -1591967 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1592346.500000 Penalty: 3303.151123
	Iteration 13Q: 3 clusters Score -1592346 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1592641.500000 Penalty: 3303.151123
	Iteration 14Q: 3 clusters Score -1592642 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1592859.375000 Penalty: 3303.151123
	Iteration 15Q: 3 clusters Score -1592859 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1593027.375000 Penalty: 3303.151123
	Iteration 16Q: 3 clusters Score -1593027 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1593131.500000 Penalty: 3303.151123
	Iteration 17Q: 3 clusters Score -1593132 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1593234.750000 Penalty: 3303.151123
	Iteration 18Q: 3 clusters Score -1593235 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1593357.750000 Penalty: 3303.151123
	Iteration 19Q: 3 clusters Score -1593358 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1593490.500000 Penalty: 3303.151123
	Iteration 20F: 3 clusters Score -1593490 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1593630.250000 Penalty: 3303.151123
	Iteration 21Q: 3 clusters Score -1593630 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1593737.875000 Penalty: 3303.151123
	Iteration 22Q: 3 clusters Score -1593738 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1593847.250000 Penalty: 3303.151123
	Iteration 23Q: 3 clusters Score -1593847 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1593948.500000 Penalty: 3303.151123
	Iteration 24Q: 3 clusters Score -1593948 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1594044.875000 Penalty: 3303.151123
	Iteration 25Q: 3 clusters Score -1594045 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1594136.750000 Penalty: 3303.151123
	Iteration 26Q: 3 clusters Score -1594137 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1594238.750000 Penalty: 3303.151123
	Iteration 27Q: 3 clusters Score -1594239 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1594349.250000 Penalty: 3303.151123
	Iteration 28Q: 3 clusters Score -1594349 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1594449.750000 Penalty: 3303.151123
	Iteration 29Q: 3 clusters Score -1594450 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1594560.875000 Penalty: 3303.151123
	Iteration 30Q: 3 clusters Score -1594561 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1594657.500000 Penalty: 3303.151123
	Iteration 31Q: 3 clusters Score -1594658 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1594751.250000 Penalty: 3303.151123
	Iteration 32Q: 3 clusters Score -1594751 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1594831.250000 Penalty: 3303.151123
	Iteration 33Q: 3 clusters Score -1594831 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1594908.500000 Penalty: 3303.151123
	Iteration 34Q: 3 clusters Score -1594908 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1594975.375000 Penalty: 3303.151123
	Iteration 35Q: 3 clusters Score -1594975 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1595039.875000 Penalty: 3303.151123
	Iteration 36Q: 3 clusters Score -1595040 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1595095.375000 Penalty: 3303.151123
	Iteration 37Q: 3 clusters Score -1595095 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1595138.250000 Penalty: 3303.151123
	Iteration 38Q: 3 clusters Score -1595138 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1595173.125000 Penalty: 3303.151123
	Iteration 39Q: 3 clusters Score -1595173 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1595212.250000 Penalty: 3303.151123
	Iteration 40F: 3 clusters Score -1595212 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1595255.125000 Penalty: 3303.151123
	Iteration 41Q: 3 clusters Score -1595255 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1595298.125000 Penalty: 3303.151123
	Iteration 42Q: 3 clusters Score -1595298 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1595335.375000 Penalty: 3303.151123
	Iteration 43Q: 3 clusters Score -1595335 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1595369.500000 Penalty: 3303.151123
	Iteration 44Q: 3 clusters Score -1595370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1595417.000000 Penalty: 3303.151123
	Iteration 45Q: 3 clusters Score -1595417 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1595450.250000 Penalty: 3303.151123
	Iteration 46Q: 3 clusters Score -1595450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1595486.625000 Penalty: 3303.151123
	Iteration 47Q: 3 clusters Score -1595487 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1595511.375000 Penalty: 3303.151123
	Iteration 48Q: 3 clusters Score -1595511 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1595540.125000 Penalty: 3303.151123
	Iteration 49Q: 3 clusters Score -1595540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1595553.375000 Penalty: 3303.151123
	Iteration 50Q: 3 clusters Score -1595553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1595573.875000 Penalty: 3303.151123
	Iteration 51Q: 3 clusters Score -1595574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1595592.125000 Penalty: 3303.151123
	Iteration 52Q: 3 clusters Score -1595592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1595607.375000 Penalty: 3303.151123
	Iteration 53Q: 3 clusters Score -1595607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1595613.250000 Penalty: 3303.151123
	Iteration 54Q: 3 clusters Score -1595613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1595619.500000 Penalty: 3303.151123
	Iteration 55Q: 3 clusters Score -1595620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1595630.875000 Penalty: 3303.151123
	Iteration 56Q: 3 clusters Score -1595631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1595638.000000 Penalty: 3303.151123
	Iteration 57Q: 3 clusters Score -1595638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1595640.000000 Penalty: 3303.151123
	Iteration 58Q: 3 clusters Score -1595640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1595651.875000 Penalty: 3303.151123
	Iteration 59Q: 3 clusters Score -1595652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1595650.875000 Penalty: 3303.151123
	Iteration 60F: 3 clusters Score -1595651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1595654.250000 Penalty: 3303.151123
	Iteration 61Q: 3 clusters Score -1595654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1595657.875000 Penalty: 3303.151123
	Iteration 62Q: 3 clusters Score -1595658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1595658.000000 Penalty: 3303.151123
	Iteration 63Q: 3 clusters Score -1595658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1595661.500000 Penalty: 3303.151123
	Iteration 64Q: 3 clusters Score -1595662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1595661.000000 Penalty: 3303.151123
	Iteration 65Q: 3 clusters Score -1595661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1595662.500000 Penalty: 3303.151123
	Iteration 66Q: 3 clusters Score -1595662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1595662.875000 Penalty: 3303.151123
	Iteration 67Q: 3 clusters Score -1595663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1595661.625000 Penalty: 3303.151123
	Iteration 68Q: 3 clusters Score -1595662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1595663.875000 Penalty: 3303.151123
	Iteration 69Q: 3 clusters Score -1595664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1595662.500000 Penalty: 3303.151123
	Iteration 70Q: 3 clusters Score -1595662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1595664.375000 Penalty: 3303.151123
	Iteration 71Q: 3 clusters Score -1595664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1595665.125000 Penalty: 3303.151123
	Iteration 72Q: 3 clusters Score -1595665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1595667.000000 Penalty: 3303.151123
	Iteration 73Q: 3 clusters Score -1595667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1595667.750000 Penalty: 3303.151123
	Iteration 74Q: 3 clusters Score -1595668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1595666.250000 Penalty: 3303.151123
	Iteration 75Q: 3 clusters Score -1595666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1595664.875000 Penalty: 3303.151123
	Iteration 76Q: 3 clusters Score -1595665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1595666.500000 Penalty: 3303.151123
	Iteration 77Q: 3 clusters Score -1595666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1595667.625000 Penalty: 3303.151123
	Iteration 78Q: 3 clusters Score -1595668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1595666.250000 Penalty: 3303.151123
	Iteration 79Q: 3 clusters Score -1595666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1595666.250000 Penalty: 3303.151123
	Iteration 80F: 3 clusters Score -1595666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Entering Unmasked Estep 
Score: -509594.093750 Penalty: 1464.134521
	Iteration 0F: 2 clusters Score -509594.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -503578.281250 Penalty: 2928.269043
	Iteration 0F: 3 clusters Score -503578.3 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -505654.375000 Penalty: 2928.269043
	Iteration 1F: 3 clusters Score -505654.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -506022.281250 Penalty: 2928.269043
	Iteration 2F: 3 clusters Score -506022.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -506335.937500 Penalty: 2928.269043
	Iteration 3F: 3 clusters Score -506335.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -506615.312500 Penalty: 2928.269043
	Iteration 4F: 3 clusters Score -506615.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -506893.687500 Penalty: 2928.269043
	Iteration 5F: 3 clusters Score -506893.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -507243.906250 Penalty: 2928.269043
	Iteration 6F: 3 clusters Score -507243.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -507553.750000 Penalty: 2928.269043
	Iteration 7Q: 3 clusters Score -507553.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -507776.500000 Penalty: 2928.269043
	Iteration 8Q: 3 clusters Score -507776.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -507928.468750 Penalty: 2928.269043
	Iteration 9Q: 3 clusters Score -507928.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -508009.687500 Penalty: 2928.269043
	Iteration 10Q: 3 clusters Score -508009.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -508064.468750 Penalty: 2928.269043
	Iteration 11Q: 3 clusters Score -508064.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -508101.906250 Penalty: 2928.269043
	Iteration 12Q: 3 clusters Score -508101.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -508131.281250 Penalty: 2928.269043
	Iteration 13Q: 3 clusters Score -508131.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -508150.406250 Penalty: 2928.269043
	Iteration 14Q: 3 clusters Score -508150.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -508161.750000 Penalty: 2928.269043
	Iteration 15Q: 3 clusters Score -508161.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -508167.531250 Penalty: 2928.269043
	Iteration 16Q: 3 clusters Score -508167.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -508173.750000 Penalty: 2928.269043
	Iteration 17Q: 3 clusters Score -508173.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -508178.437500 Penalty: 2928.269043
	Iteration 18Q: 3 clusters Score -508178.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -508180.781250 Penalty: 2928.269043
	Iteration 19Q: 3 clusters Score -508180.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -508182.906250 Penalty: 2928.269043
	Iteration 20F: 3 clusters Score -508182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -508185.437500 Penalty: 2928.269043
	Iteration 21Q: 3 clusters Score -508185.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -508186.781250 Penalty: 2928.269043
	Iteration 22Q: 3 clusters Score -508186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -508188.000000 Penalty: 2928.269043
	Iteration 23Q: 3 clusters Score -508188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -508188.687500 Penalty: 2928.269043
	Iteration 24Q: 3 clusters Score -508188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -508189.875000 Penalty: 2928.269043
	Iteration 25Q: 3 clusters Score -508189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -508190.500000 Penalty: 2928.269043
	Iteration 26Q: 3 clusters Score -508190.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -508190.687500 Penalty: 2928.269043
	Iteration 27Q: 3 clusters Score -508190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -508191.375000 Penalty: 2928.269043
	Iteration 28Q: 3 clusters Score -508191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -508191.812500 Penalty: 2928.269043
	Iteration 29Q: 3 clusters Score -508191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -508191.968750 Penalty: 2928.269043
	Iteration 30Q: 3 clusters Score -508192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -508193.437500 Penalty: 2928.269043
	Iteration 31Q: 3 clusters Score -508193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -508194.250000 Penalty: 2928.269043
	Iteration 32Q: 3 clusters Score -508194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -508195.781250 Penalty: 2928.269043
	Iteration 33Q: 3 clusters Score -508195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -508196.468750 Penalty: 2928.269043
	Iteration 34Q: 3 clusters Score -508196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -508197.718750 Penalty: 2928.269043
	Iteration 35Q: 3 clusters Score -508197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -508199.468750 Penalty: 2928.269043
	Iteration 36Q: 3 clusters Score -508199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -508200.875000 Penalty: 2928.269043
	Iteration 37Q: 3 clusters Score -508200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -508202.843750 Penalty: 2928.269043
	Iteration 38Q: 3 clusters Score -508202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -508204.343750 Penalty: 2928.269043
	Iteration 39Q: 3 clusters Score -508204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -508206.218750 Penalty: 2928.269043
	Iteration 40F: 3 clusters Score -508206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -508206.937500 Penalty: 2928.269043
	Iteration 41Q: 3 clusters Score -508206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -508205.968750 Penalty: 2928.269043
	Iteration 42Q: 3 clusters Score -508206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -508206.156250 Penalty: 2928.269043
	Iteration 43Q: 3 clusters Score -508206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -508205.562500 Penalty: 2928.269043
	Iteration 44Q: 3 clusters Score -508205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -508205.562500 Penalty: 2928.269043
	Iteration 45F: 3 clusters Score -508205.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Entering Unmasked Estep 
Score: -365731.750000 Penalty: 1415.770020
	Iteration 0F: 2 clusters Score -365731.8 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 2971 members 
Entering Unmasked Estep 
Score: -361115.937500 Penalty: 2831.540039
	Iteration 0F: 3 clusters Score -361115.9 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -362450.718750 Penalty: 2831.540039
	Iteration 1F: 3 clusters Score -362450.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -362739.625000 Penalty: 2831.540039
	Iteration 2F: 3 clusters Score -362739.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -363056.000000 Penalty: 2831.540039
	Iteration 3F: 3 clusters Score -363056 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -363475.625000 Penalty: 2831.540039
	Iteration 4F: 3 clusters Score -363475.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -363881.375000 Penalty: 2831.540039
	Iteration 5F: 3 clusters Score -363881.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -364185.312500 Penalty: 2831.540039
	Iteration 6F: 3 clusters Score -364185.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -364407.406250 Penalty: 2831.540039
	Iteration 7Q: 3 clusters Score -364407.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -364573.500000 Penalty: 2831.540039
	Iteration 8Q: 3 clusters Score -364573.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -364691.656250 Penalty: 2831.540039
	Iteration 9Q: 3 clusters Score -364691.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -364769.937500 Penalty: 2831.540039
	Iteration 10Q: 3 clusters Score -364769.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -364815.125000 Penalty: 2831.540039
	Iteration 11Q: 3 clusters Score -364815.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -364850.250000 Penalty: 2831.540039
	Iteration 12Q: 3 clusters Score -364850.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -364878.000000 Penalty: 2831.540039
	Iteration 13Q: 3 clusters Score -364878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -364899.812500 Penalty: 2831.540039
	Iteration 14Q: 3 clusters Score -364899.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -364927.406250 Penalty: 2831.540039
	Iteration 15Q: 3 clusters Score -364927.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -364953.593750 Penalty: 2831.540039
	Iteration 16Q: 3 clusters Score -364953.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -364968.656250 Penalty: 2831.540039
	Iteration 17Q: 3 clusters Score -364968.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -364975.500000 Penalty: 2831.540039
	Iteration 18Q: 3 clusters Score -364975.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -364981.593750 Penalty: 2831.540039
	Iteration 19Q: 3 clusters Score -364981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -364982.031250 Penalty: 2831.540039
	Iteration 20F: 3 clusters Score -364982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -364984.031250 Penalty: 2831.540039
	Iteration 21Q: 3 clusters Score -364984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -364985.281250 Penalty: 2831.540039
	Iteration 22Q: 3 clusters Score -364985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -364989.718750 Penalty: 2831.540039
	Iteration 23Q: 3 clusters Score -364989.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -364991.281250 Penalty: 2831.540039
	Iteration 24Q: 3 clusters Score -364991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -364997.812500 Penalty: 2831.540039
	Iteration 25Q: 3 clusters Score -364997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -365001.031250 Penalty: 2831.540039
	Iteration 26Q: 3 clusters Score -365001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -365004.593750 Penalty: 2831.540039
	Iteration 27Q: 3 clusters Score -365004.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -365008.593750 Penalty: 2831.540039
	Iteration 28Q: 3 clusters Score -365008.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -365011.000000 Penalty: 2831.540039
	Iteration 29Q: 3 clusters Score -365011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -365013.500000 Penalty: 2831.540039
	Iteration 30Q: 3 clusters Score -365013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -365016.812500 Penalty: 2831.540039
	Iteration 31Q: 3 clusters Score -365016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -365019.093750 Penalty: 2831.540039
	Iteration 32Q: 3 clusters Score -365019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -365020.281250 Penalty: 2831.540039
	Iteration 33Q: 3 clusters Score -365020.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -365021.250000 Penalty: 2831.540039
	Iteration 34Q: 3 clusters Score -365021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -365022.218750 Penalty: 2831.540039
	Iteration 35Q: 3 clusters Score -365022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -365023.718750 Penalty: 2831.540039
	Iteration 36Q: 3 clusters Score -365023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -365023.750000 Penalty: 2831.540039
	Iteration 37Q: 3 clusters Score -365023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -365024.562500 Penalty: 2831.540039
	Iteration 38Q: 3 clusters Score -365024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -365024.562500 Penalty: 2831.540039
	Iteration 39F: 3 clusters Score -365024.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1654941.625000 Penalty: 1658.576538
	Iteration 0F: 2 clusters Score -1654942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1636614.500000 Penalty: 3317.153076
	Iteration 0F: 3 clusters Score -1636614 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1643331.250000 Penalty: 3317.153076
	Iteration 1F: 3 clusters Score -1643331 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1643777.875000 Penalty: 3317.153076
	Iteration 2Q: 3 clusters Score -1643778 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1644271.875000 Penalty: 3317.153076
	Iteration 3Q: 3 clusters Score -1644272 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1644967.500000 Penalty: 3317.153076
	Iteration 4F: 3 clusters Score -1644968 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1646062.750000 Penalty: 3317.153076
	Iteration 5F: 3 clusters Score -1646063 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -1647663.750000 Penalty: 3317.153076
	Iteration 6F: 3 clusters Score -1647664 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -1649507.250000 Penalty: 3317.153076
	Iteration 7F: 3 clusters Score -1649507 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -1651067.000000 Penalty: 3317.153076
	Iteration 8F: 3 clusters Score -1651067 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -1652098.125000 Penalty: 3317.153076
	Iteration 9Q: 3 clusters Score -1652098 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -1652686.875000 Penalty: 3317.153076
	Iteration 10Q: 3 clusters Score -1652687 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -1653046.500000 Penalty: 3317.153076
	Iteration 11Q: 3 clusters Score -1653046 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -1653265.125000 Penalty: 3317.153076
	Iteration 12Q: 3 clusters Score -1653265 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -1653410.000000 Penalty: 3317.153076
	Iteration 13Q: 3 clusters Score -1653410 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -1653486.625000 Penalty: 3317.153076
	Iteration 14Q: 3 clusters Score -1653487 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -1653538.500000 Penalty: 3317.153076
	Iteration 15Q: 3 clusters Score -1653538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -1653574.375000 Penalty: 3317.153076
	Iteration 16Q: 3 clusters Score -1653574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -1653592.250000 Penalty: 3317.153076
	Iteration 17Q: 3 clusters Score -1653592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -1653603.000000 Penalty: 3317.153076
	Iteration 18Q: 3 clusters Score -1653603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -1653610.125000 Penalty: 3317.153076
	Iteration 19Q: 3 clusters Score -1653610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -1653615.250000 Penalty: 3317.153076
	Iteration 20F: 3 clusters Score -1653615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -1653616.375000 Penalty: 3317.153076
	Iteration 21Q: 3 clusters Score -1653616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -1653615.500000 Penalty: 3317.153076
	Iteration 22Q: 3 clusters Score -1653616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -1653618.250000 Penalty: 3317.153076
	Iteration 23Q: 3 clusters Score -1653618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -1653621.875000 Penalty: 3317.153076
	Iteration 24Q: 3 clusters Score -1653622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -1653623.000000 Penalty: 3317.153076
	Iteration 25Q: 3 clusters Score -1653623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -1653624.125000 Penalty: 3317.153076
	Iteration 26Q: 3 clusters Score -1653624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -1653624.125000 Penalty: 3317.153076
	Iteration 27F: 3 clusters Score -1653624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -549669.937500 Penalty: 1481.996460
	Iteration 0F: 2 clusters Score -549669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -543061.375000 Penalty: 2963.992920
	Iteration 0F: 3 clusters Score -543061.4 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -545269.125000 Penalty: 2963.992920
	Iteration 1F: 3 clusters Score -545269.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -545653.125000 Penalty: 2963.992920
	Iteration 2F: 3 clusters Score -545653.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -546008.062500 Penalty: 2963.992920
	Iteration 3F: 3 clusters Score -546008.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -546346.625000 Penalty: 2963.992920
	Iteration 4F: 3 clusters Score -546346.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -546718.000000 Penalty: 2963.992920
	Iteration 5F: 3 clusters Score -546718 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -547140.437500 Penalty: 2963.992920
	Iteration 6F: 3 clusters Score -547140.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -547579.625000 Penalty: 2963.992920
	Iteration 7F: 3 clusters Score -547579.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -548003.812500 Penalty: 2963.992920
	Iteration 8F: 3 clusters Score -548003.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -548303.750000 Penalty: 2963.992920
	Iteration 9Q: 3 clusters Score -548303.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -548564.750000 Penalty: 2963.992920
	Iteration 10Q: 3 clusters Score -548564.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -548729.000000 Penalty: 2963.992920
	Iteration 11Q: 3 clusters Score -548729 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -548836.562500 Penalty: 2963.992920
	Iteration 12Q: 3 clusters Score -548836.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -548908.375000 Penalty: 2963.992920
	Iteration 13Q: 3 clusters Score -548908.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -548958.375000 Penalty: 2963.992920
	Iteration 14Q: 3 clusters Score -548958.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -548988.500000 Penalty: 2963.992920
	Iteration 15Q: 3 clusters Score -548988.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -549018.187500 Penalty: 2963.992920
	Iteration 16Q: 3 clusters Score -549018.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -549035.875000 Penalty: 2963.992920
	Iteration 17Q: 3 clusters Score -549035.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -549049.812500 Penalty: 2963.992920
	Iteration 18Q: 3 clusters Score -549049.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -549059.312500 Penalty: 2963.992920
	Iteration 19Q: 3 clusters Score -549059.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -549064.187500 Penalty: 2963.992920
	Iteration 20F: 3 clusters Score -549064.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -549069.875000 Penalty: 2963.992920
	Iteration 21Q: 3 clusters Score -549069.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -549075.250000 Penalty: 2963.992920
	Iteration 22Q: 3 clusters Score -549075.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -549077.500000 Penalty: 2963.992920
	Iteration 23Q: 3 clusters Score -549077.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -549083.250000 Penalty: 2963.992920
	Iteration 24Q: 3 clusters Score -549083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -549087.437500 Penalty: 2963.992920
	Iteration 25Q: 3 clusters Score -549087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -549090.250000 Penalty: 2963.992920
	Iteration 26Q: 3 clusters Score -549090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -549093.937500 Penalty: 2963.992920
	Iteration 27Q: 3 clusters Score -549093.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -549096.875000 Penalty: 2963.992920
	Iteration 28Q: 3 clusters Score -549096.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -549103.062500 Penalty: 2963.992920
	Iteration 29Q: 3 clusters Score -549103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -549105.562500 Penalty: 2963.992920
	Iteration 30Q: 3 clusters Score -549105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -549109.062500 Penalty: 2963.992920
	Iteration 31Q: 3 clusters Score -549109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -549109.187500 Penalty: 2963.992920
	Iteration 32Q: 3 clusters Score -549109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -549110.875000 Penalty: 2963.992920
	Iteration 33Q: 3 clusters Score -549110.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -549114.687500 Penalty: 2963.992920
	Iteration 34Q: 3 clusters Score -549114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -549117.312500 Penalty: 2963.992920
	Iteration 35Q: 3 clusters Score -549117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -549118.750000 Penalty: 2963.992920
	Iteration 36Q: 3 clusters Score -549118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -549118.500000 Penalty: 2963.992920
	Iteration 37Q: 3 clusters Score -549118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -549118.500000 Penalty: 2963.992920
	Iteration 38F: 3 clusters Score -549118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -341363.625000 Penalty: 1403.904297
	Iteration 0F: 2 clusters Score -341363.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -336916.718750 Penalty: 2807.808594
	Iteration 0F: 3 clusters Score -336916.7 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -338301.812500 Penalty: 2807.808594
	Iteration 1F: 3 clusters Score -338301.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -338534.625000 Penalty: 2807.808594
	Iteration 2F: 3 clusters Score -338534.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -338729.031250 Penalty: 2807.808594
	Iteration 3F: 3 clusters Score -338729 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -338898.437500 Penalty: 2807.808594
	Iteration 4Q: 3 clusters Score -338898.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -339039.718750 Penalty: 2807.808594
	Iteration 5Q: 3 clusters Score -339039.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -339167.312500 Penalty: 2807.808594
	Iteration 6Q: 3 clusters Score -339167.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -339289.531250 Penalty: 2807.808594
	Iteration 7Q: 3 clusters Score -339289.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -339389.500000 Penalty: 2807.808594
	Iteration 8Q: 3 clusters Score -339389.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -339502.093750 Penalty: 2807.808594
	Iteration 9Q: 3 clusters Score -339502.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -339628.406250 Penalty: 2807.808594
	Iteration 10Q: 3 clusters Score -339628.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -339764.906250 Penalty: 2807.808594
	Iteration 11Q: 3 clusters Score -339764.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -339894.562500 Penalty: 2807.808594
	Iteration 12Q: 3 clusters Score -339894.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -340020.031250 Penalty: 2807.808594
	Iteration 13Q: 3 clusters Score -340020 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -340121.937500 Penalty: 2807.808594
	Iteration 14Q: 3 clusters Score -340121.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -340202.500000 Penalty: 2807.808594
	Iteration 15Q: 3 clusters Score -340202.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -340256.750000 Penalty: 2807.808594
	Iteration 16Q: 3 clusters Score -340256.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -340298.031250 Penalty: 2807.808594
	Iteration 17Q: 3 clusters Score -340298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -340320.937500 Penalty: 2807.808594
	Iteration 18Q: 3 clusters Score -340320.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -340334.625000 Penalty: 2807.808594
	Iteration 19Q: 3 clusters Score -340334.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -340348.437500 Penalty: 2807.808594
	Iteration 20F: 3 clusters Score -340348.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -340360.031250 Penalty: 2807.808594
	Iteration 21Q: 3 clusters Score -340360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -340371.937500 Penalty: 2807.808594
	Iteration 22Q: 3 clusters Score -340371.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -340384.968750 Penalty: 2807.808594
	Iteration 23Q: 3 clusters Score -340385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -340397.000000 Penalty: 2807.808594
	Iteration 24Q: 3 clusters Score -340397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -340406.750000 Penalty: 2807.808594
	Iteration 25Q: 3 clusters Score -340406.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -340417.562500 Penalty: 2807.808594
	Iteration 26Q: 3 clusters Score -340417.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -340425.718750 Penalty: 2807.808594
	Iteration 27Q: 3 clusters Score -340425.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -340430.843750 Penalty: 2807.808594
	Iteration 28Q: 3 clusters Score -340430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -340437.500000 Penalty: 2807.808594
	Iteration 29Q: 3 clusters Score -340437.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -340446.843750 Penalty: 2807.808594
	Iteration 30Q: 3 clusters Score -340446.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -340451.187500 Penalty: 2807.808594
	Iteration 31Q: 3 clusters Score -340451.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -340453.406250 Penalty: 2807.808594
	Iteration 32Q: 3 clusters Score -340453.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -340455.937500 Penalty: 2807.808594
	Iteration 33Q: 3 clusters Score -340455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -340457.718750 Penalty: 2807.808594
	Iteration 34Q: 3 clusters Score -340457.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -340460.531250 Penalty: 2807.808594
	Iteration 35Q: 3 clusters Score -340460.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -340461.906250 Penalty: 2807.808594
	Iteration 36Q: 3 clusters Score -340461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -340463.000000 Penalty: 2807.808594
	Iteration 37Q: 3 clusters Score -340463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -340464.156250 Penalty: 2807.808594
	Iteration 38Q: 3 clusters Score -340464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -340464.406250 Penalty: 2807.808594
	Iteration 39Q: 3 clusters Score -340464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -340464.906250 Penalty: 2807.808594
	Iteration 40F: 3 clusters Score -340464.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Entering Unmasked Estep 
Score: -870736.375000 Penalty: 1550.507568
	Iteration 0F: 2 clusters Score -870736.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -861039.187500 Penalty: 3101.015137
	Iteration 0F: 3 clusters Score -861039.2 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -864379.437500 Penalty: 3101.015137
	Iteration 1F: 3 clusters Score -864379.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -864670.062500 Penalty: 3101.015137
	Iteration 2F: 3 clusters Score -864670.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -864936.312500 Penalty: 3101.015137
	Iteration 3Q: 3 clusters Score -864936.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -865213.250000 Penalty: 3101.015137
	Iteration 4Q: 3 clusters Score -865213.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -865500.437500 Penalty: 3101.015137
	Iteration 5Q: 3 clusters Score -865500.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -865844.062500 Penalty: 3101.015137
	Iteration 6Q: 3 clusters Score -865844.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -866270.750000 Penalty: 3101.015137
	Iteration 7Q: 3 clusters Score -866270.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -866767.375000 Penalty: 3101.015137
	Iteration 8F: 3 clusters Score -866767.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -867275.312500 Penalty: 3101.015137
	Iteration 9Q: 3 clusters Score -867275.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -867783.125000 Penalty: 3101.015137
	Iteration 10Q: 3 clusters Score -867783.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -868201.437500 Penalty: 3101.015137
	Iteration 11Q: 3 clusters Score -868201.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -868500.937500 Penalty: 3101.015137
	Iteration 12Q: 3 clusters Score -868500.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -868697.687500 Penalty: 3101.015137
	Iteration 13Q: 3 clusters Score -868697.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -868835.062500 Penalty: 3101.015137
	Iteration 14Q: 3 clusters Score -868835.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -868934.375000 Penalty: 3101.015137
	Iteration 15Q: 3 clusters Score -868934.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -869017.125000 Penalty: 3101.015137
	Iteration 16Q: 3 clusters Score -869017.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -869085.062500 Penalty: 3101.015137
	Iteration 17Q: 3 clusters Score -869085.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -869130.562500 Penalty: 3101.015137
	Iteration 18Q: 3 clusters Score -869130.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -869173.687500 Penalty: 3101.015137
	Iteration 19Q: 3 clusters Score -869173.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -869205.812500 Penalty: 3101.015137
	Iteration 20F: 3 clusters Score -869205.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -869235.812500 Penalty: 3101.015137
	Iteration 21Q: 3 clusters Score -869235.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -869252.937500 Penalty: 3101.015137
	Iteration 22Q: 3 clusters Score -869252.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -869265.312500 Penalty: 3101.015137
	Iteration 23Q: 3 clusters Score -869265.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -869270.312500 Penalty: 3101.015137
	Iteration 24Q: 3 clusters Score -869270.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -869278.937500 Penalty: 3101.015137
	Iteration 25Q: 3 clusters Score -869278.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -869286.375000 Penalty: 3101.015137
	Iteration 26Q: 3 clusters Score -869286.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -869294.312500 Penalty: 3101.015137
	Iteration 27Q: 3 clusters Score -869294.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -869301.375000 Penalty: 3101.015137
	Iteration 28Q: 3 clusters Score -869301.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -869301.437500 Penalty: 3101.015137
	Iteration 29Q: 3 clusters Score -869301.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -869305.625000 Penalty: 3101.015137
	Iteration 30Q: 3 clusters Score -869305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -869308.750000 Penalty: 3101.015137
	Iteration 31Q: 3 clusters Score -869308.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -869310.812500 Penalty: 3101.015137
	Iteration 32Q: 3 clusters Score -869310.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -869314.812500 Penalty: 3101.015137
	Iteration 33Q: 3 clusters Score -869314.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -869318.625000 Penalty: 3101.015137
	Iteration 34Q: 3 clusters Score -869318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -869320.500000 Penalty: 3101.015137
	Iteration 35Q: 3 clusters Score -869320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -869322.187500 Penalty: 3101.015137
	Iteration 36Q: 3 clusters Score -869322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -869324.250000 Penalty: 3101.015137
	Iteration 37Q: 3 clusters Score -869324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -869322.562500 Penalty: 3101.015137
	Iteration 38Q: 3 clusters Score -869322.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -869322.562500 Penalty: 3101.015137
	Iteration 39F: 3 clusters Score -869322.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Entering Unmasked Estep 
Score: -735362.375000 Penalty: 1536.248291
	Iteration 0F: 2 clusters Score -735362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -726349.187500 Penalty: 3072.496582
	Iteration 0F: 3 clusters Score -726349.2 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -729643.812500 Penalty: 3072.496582
	Iteration 1F: 3 clusters Score -729643.8 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -730824.625000 Penalty: 3072.496582
	Iteration 2F: 3 clusters Score -730824.6 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -732449.437500 Penalty: 3072.496582
	Iteration 3F: 3 clusters Score -732449.4 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -734138.937500 Penalty: 3072.496582
	Iteration 4F: 3 clusters Score -734138.9 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -735216.750000 Penalty: 3072.496582
	Iteration 5F: 3 clusters Score -735216.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -735986.687500 Penalty: 3072.496582
	Iteration 6F: 3 clusters Score -735986.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -736496.437500 Penalty: 3072.496582
	Iteration 7F: 3 clusters Score -736496.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -736738.750000 Penalty: 3072.496582
	Iteration 8Q: 3 clusters Score -736738.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -736872.437500 Penalty: 3072.496582
	Iteration 9Q: 3 clusters Score -736872.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -736946.937500 Penalty: 3072.496582
	Iteration 10Q: 3 clusters Score -736946.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -736974.437500 Penalty: 3072.496582
	Iteration 11Q: 3 clusters Score -736974.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -736990.375000 Penalty: 3072.496582
	Iteration 12Q: 3 clusters Score -736990.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -736993.687500 Penalty: 3072.496582
	Iteration 13Q: 3 clusters Score -736993.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -736999.437500 Penalty: 3072.496582
	Iteration 14Q: 3 clusters Score -736999.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -737000.687500 Penalty: 3072.496582
	Iteration 15Q: 3 clusters Score -737000.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -737001.750000 Penalty: 3072.496582
	Iteration 16Q: 3 clusters Score -737001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -737005.875000 Penalty: 3072.496582
	Iteration 17Q: 3 clusters Score -737005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -737008.187500 Penalty: 3072.496582
	Iteration 18Q: 3 clusters Score -737008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -737008.687500 Penalty: 3072.496582
	Iteration 19Q: 3 clusters Score -737008.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -737007.625000 Penalty: 3072.496582
	Iteration 20F: 3 clusters Score -737007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -737009.687500 Penalty: 3072.496582
	Iteration 21Q: 3 clusters Score -737009.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -737008.250000 Penalty: 3072.496582
	Iteration 22Q: 3 clusters Score -737008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -737007.125000 Penalty: 3072.496582
	Iteration 23Q: 3 clusters Score -737007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -737008.062500 Penalty: 3072.496582
	Iteration 24Q: 3 clusters Score -737008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -737009.812500 Penalty: 3072.496582
	Iteration 25Q: 3 clusters Score -737009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -737009.125000 Penalty: 3072.496582
	Iteration 26Q: 3 clusters Score -737009.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -737010.312500 Penalty: 3072.496582
	Iteration 27Q: 3 clusters Score -737010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -737013.875000 Penalty: 3072.496582
	Iteration 28Q: 3 clusters Score -737013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -737012.375000 Penalty: 3072.496582
	Iteration 29Q: 3 clusters Score -737012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -737013.187500 Penalty: 3072.496582
	Iteration 30Q: 3 clusters Score -737013.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -737013.187500 Penalty: 3072.496582
	Iteration 31F: 3 clusters Score -737013.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 100699 members 
Mstep: Class 4 contains 7832 members 
Mstep: Class 5 contains 25940 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 8185 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 27082 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 5650 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 13927 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 29479 members 
Mstep: Class 17 contains 21377 members 
Mstep: Class 18 contains 159018 members 
Mstep: Class 19 contains 9022 members 
Mstep: Class 20 contains 4211 members 
Entering Unmasked Estep 
Score: -26940622.000000 Penalty: 42365.992188
Splitting cluster 14 changes total score from -26937684.000000 to -26940622.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 15 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -189685.390625 Penalty: 1338.246216
	Iteration 0F: 2 clusters Score -189685.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -186528.843750 Penalty: 2676.492432
	Iteration 0F: 3 clusters Score -186528.8 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -187575.718750 Penalty: 2676.492432
	Iteration 1F: 3 clusters Score -187575.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -187892.031250 Penalty: 2676.492432
	Iteration 2F: 3 clusters Score -187892 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -188177.703125 Penalty: 2676.492432
	Iteration 3F: 3 clusters Score -188177.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -188446.140625 Penalty: 2676.492432
	Iteration 4F: 3 clusters Score -188446.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -188675.140625 Penalty: 2676.492432
	Iteration 5F: 3 clusters Score -188675.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -188853.578125 Penalty: 2676.492432
	Iteration 6F: 3 clusters Score -188853.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -188975.312500 Penalty: 2676.492432
	Iteration 7Q: 3 clusters Score -188975.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -189045.125000 Penalty: 2676.492432
	Iteration 8Q: 3 clusters Score -189045.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -189110.593750 Penalty: 2676.492432
	Iteration 9Q: 3 clusters Score -189110.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -189169.281250 Penalty: 2676.492432
	Iteration 10Q: 3 clusters Score -189169.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -189225.281250 Penalty: 2676.492432
	Iteration 11Q: 3 clusters Score -189225.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -189282.328125 Penalty: 2676.492432
	Iteration 12Q: 3 clusters Score -189282.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -189318.343750 Penalty: 2676.492432
	Iteration 13Q: 3 clusters Score -189318.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -189361.640625 Penalty: 2676.492432
	Iteration 14Q: 3 clusters Score -189361.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -189396.953125 Penalty: 2676.492432
	Iteration 15Q: 3 clusters Score -189397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -189418.375000 Penalty: 2676.492432
	Iteration 16Q: 3 clusters Score -189418.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -189451.406250 Penalty: 2676.492432
	Iteration 17Q: 3 clusters Score -189451.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -189484.921875 Penalty: 2676.492432
	Iteration 18Q: 3 clusters Score -189484.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -189497.921875 Penalty: 2676.492432
	Iteration 19Q: 3 clusters Score -189497.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -189511.781250 Penalty: 2676.492432
	Iteration 20F: 3 clusters Score -189511.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -189523.953125 Penalty: 2676.492432
	Iteration 21Q: 3 clusters Score -189524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -189529.093750 Penalty: 2676.492432
	Iteration 22Q: 3 clusters Score -189529.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -189532.781250 Penalty: 2676.492432
	Iteration 23Q: 3 clusters Score -189532.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -189536.562500 Penalty: 2676.492432
	Iteration 24Q: 3 clusters Score -189536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -189537.500000 Penalty: 2676.492432
	Iteration 25Q: 3 clusters Score -189537.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -189537.687500 Penalty: 2676.492432
	Iteration 26Q: 3 clusters Score -189537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -189537.687500 Penalty: 2676.492432
	Iteration 27F: 3 clusters Score -189537.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Entering Unmasked Estep 
Score: -1844668.000000 Penalty: 1672.357910
	Iteration 0F: 2 clusters Score -1844668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1824753.625000 Penalty: 3344.715820
	Iteration 0F: 3 clusters Score -1824754 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1832368.000000 Penalty: 3344.715820
	Iteration 1F: 3 clusters Score -1832368 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1832868.875000 Penalty: 3344.715820
	Iteration 2Q: 3 clusters Score -1832869 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1833594.000000 Penalty: 3344.715820
	Iteration 3F: 3 clusters Score -1833594 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1834796.750000 Penalty: 3344.715820
	Iteration 4F: 3 clusters Score -1834797 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1836624.375000 Penalty: 3344.715820
	Iteration 5F: 3 clusters Score -1836624 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1839126.625000 Penalty: 3344.715820
	Iteration 6F: 3 clusters Score -1839127 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1841339.125000 Penalty: 3344.715820
	Iteration 7F: 3 clusters Score -1841339 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1842518.875000 Penalty: 3344.715820
	Iteration 8Q: 3 clusters Score -1842519 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1842931.125000 Penalty: 3344.715820
	Iteration 9Q: 3 clusters Score -1842931 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1843094.250000 Penalty: 3344.715820
	Iteration 10Q: 3 clusters Score -1843094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1843158.750000 Penalty: 3344.715820
	Iteration 11Q: 3 clusters Score -1843159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1843188.625000 Penalty: 3344.715820
	Iteration 12Q: 3 clusters Score -1843189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1843200.250000 Penalty: 3344.715820
	Iteration 13Q: 3 clusters Score -1843200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1843218.500000 Penalty: 3344.715820
	Iteration 14Q: 3 clusters Score -1843218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1843220.875000 Penalty: 3344.715820
	Iteration 15Q: 3 clusters Score -1843221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1843220.875000 Penalty: 3344.715820
	Iteration 16F: 3 clusters Score -1843221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Entering Unmasked Estep 
Score: -1333346.250000 Penalty: 1620.136475
	Iteration 0F: 2 clusters Score -1333346 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 10664 members 
Entering Unmasked Estep 
Score: -1318763.750000 Penalty: 3240.272949
	Iteration 0F: 3 clusters Score -1318764 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1324154.250000 Penalty: 3240.272949
	Iteration 1F: 3 clusters Score -1324154 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1324539.875000 Penalty: 3240.272949
	Iteration 2F: 3 clusters Score -1324540 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1324909.875000 Penalty: 3240.272949
	Iteration 3Q: 3 clusters Score -1324910 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1325307.750000 Penalty: 3240.272949
	Iteration 4Q: 3 clusters Score -1325308 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1325695.000000 Penalty: 3240.272949
	Iteration 5Q: 3 clusters Score -1325695 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1326107.125000 Penalty: 3240.272949
	Iteration 6Q: 3 clusters Score -1326107 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1326624.000000 Penalty: 3240.272949
	Iteration 7Q: 3 clusters Score -1326624 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1327308.875000 Penalty: 3240.272949
	Iteration 8Q: 3 clusters Score -1327309 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1328064.625000 Penalty: 3240.272949
	Iteration 9F: 3 clusters Score -1328065 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1328773.625000 Penalty: 3240.272949
	Iteration 10Q: 3 clusters Score -1328774 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1329260.625000 Penalty: 3240.272949
	Iteration 11Q: 3 clusters Score -1329261 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1329564.250000 Penalty: 3240.272949
	Iteration 12Q: 3 clusters Score -1329564 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1329743.750000 Penalty: 3240.272949
	Iteration 13Q: 3 clusters Score -1329744 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1329874.250000 Penalty: 3240.272949
	Iteration 14Q: 3 clusters Score -1329874 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1329968.250000 Penalty: 3240.272949
	Iteration 15Q: 3 clusters Score -1329968 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1330044.625000 Penalty: 3240.272949
	Iteration 16Q: 3 clusters Score -1330045 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1330118.000000 Penalty: 3240.272949
	Iteration 17Q: 3 clusters Score -1330118 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1330180.625000 Penalty: 3240.272949
	Iteration 18Q: 3 clusters Score -1330181 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1330226.375000 Penalty: 3240.272949
	Iteration 19Q: 3 clusters Score -1330226 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1330262.250000 Penalty: 3240.272949
	Iteration 20F: 3 clusters Score -1330262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1330283.000000 Penalty: 3240.272949
	Iteration 21Q: 3 clusters Score -1330283 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1330309.625000 Penalty: 3240.272949
	Iteration 22Q: 3 clusters Score -1330310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1330326.000000 Penalty: 3240.272949
	Iteration 23Q: 3 clusters Score -1330326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1330348.625000 Penalty: 3240.272949
	Iteration 24Q: 3 clusters Score -1330349 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1330366.125000 Penalty: 3240.272949
	Iteration 25Q: 3 clusters Score -1330366 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1330378.625000 Penalty: 3240.272949
	Iteration 26Q: 3 clusters Score -1330379 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1330400.875000 Penalty: 3240.272949
	Iteration 27Q: 3 clusters Score -1330401 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1330418.875000 Penalty: 3240.272949
	Iteration 28Q: 3 clusters Score -1330419 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1330438.125000 Penalty: 3240.272949
	Iteration 29Q: 3 clusters Score -1330438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1330459.125000 Penalty: 3240.272949
	Iteration 30Q: 3 clusters Score -1330459 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1330478.875000 Penalty: 3240.272949
	Iteration 31Q: 3 clusters Score -1330479 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1330495.875000 Penalty: 3240.272949
	Iteration 32Q: 3 clusters Score -1330496 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1330516.500000 Penalty: 3240.272949
	Iteration 33Q: 3 clusters Score -1330516 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1330539.750000 Penalty: 3240.272949
	Iteration 34Q: 3 clusters Score -1330540 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1330566.625000 Penalty: 3240.272949
	Iteration 35Q: 3 clusters Score -1330567 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1330595.875000 Penalty: 3240.272949
	Iteration 36Q: 3 clusters Score -1330596 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1330626.750000 Penalty: 3240.272949
	Iteration 37Q: 3 clusters Score -1330627 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1330669.750000 Penalty: 3240.272949
	Iteration 38Q: 3 clusters Score -1330670 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1330718.750000 Penalty: 3240.272949
	Iteration 39Q: 3 clusters Score -1330719 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1330757.625000 Penalty: 3240.272949
	Iteration 40F: 3 clusters Score -1330758 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1330803.375000 Penalty: 3240.272949
	Iteration 41Q: 3 clusters Score -1330803 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1330839 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1330878 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1330919 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1330952 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1330986 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1331020 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1331042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1331064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1331077 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1331096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1331108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1331123 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1331138.625000 Penalty: 3240.272949
	Iteration 54Q: 3 clusters Score -1331139 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1331151 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1331167 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1331179 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1331184 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1331191.375000 Penalty: 3240.272949
	Iteration 59Q: 3 clusters Score -1331191 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1331207.250000 Penalty: 3240.272949
	Iteration 60F: 3 clusters Score -1331207 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1331219 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1331232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1331248 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1331256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1331282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1331298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1331313.000000 Penalty: 3240.272949
	Iteration 67Q: 3 clusters Score -1331313 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1331333.250000 Penalty: 3240.272949
	Iteration 68Q: 3 clusters Score -1331333 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1331345.000000 Penalty: 3240.272949
	Iteration 69Q: 3 clusters Score -1331345 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1331352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1331368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1331380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1331390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1331405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1331415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1331426 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1331435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1331438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1331440.750000 Penalty: 3240.272949
	Iteration 79Q: 3 clusters Score -1331441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1331447.000000 Penalty: 3240.272949
	Iteration 80F: 3 clusters Score -1331447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1331455.125000 Penalty: 3240.272949
	Iteration 81Q: 3 clusters Score -1331455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1331461.125000 Penalty: 3240.272949
	Iteration 82Q: 3 clusters Score -1331461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1331459.500000 Penalty: 3240.272949
	Iteration 83Q: 3 clusters Score -1331460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1331460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1331460.875000 Penalty: 3240.272949
	Iteration 85Q: 3 clusters Score -1331461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1331456.750000 Penalty: 3240.272949
	Iteration 86Q: 3 clusters Score -1331457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1331459.000000 Penalty: 3240.272949
	Iteration 87Q: 3 clusters Score -1331459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1331463.000000 Penalty: 3240.272949
	Iteration 88Q: 3 clusters Score -1331463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1331459.875000 Penalty: 3240.272949
	Iteration 89Q: 3 clusters Score -1331460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1331465.625000 Penalty: 3240.272949
	Iteration 90Q: 3 clusters Score -1331466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1331465.000000 Penalty: 3240.272949
	Iteration 91Q: 3 clusters Score -1331465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1331469.625000 Penalty: 3240.272949
	Iteration 92Q: 3 clusters Score -1331470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1331471.125000 Penalty: 3240.272949
	Iteration 93Q: 3 clusters Score -1331471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1331473.125000 Penalty: 3240.272949
	Iteration 94Q: 3 clusters Score -1331473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1331479.125000 Penalty: 3240.272949
	Iteration 95Q: 3 clusters Score -1331479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1331481.000000 Penalty: 3240.272949
	Iteration 96Q: 3 clusters Score -1331481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1331483.750000 Penalty: 3240.272949
	Iteration 97Q: 3 clusters Score -1331484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1331484.625000 Penalty: 3240.272949
	Iteration 98Q: 3 clusters Score -1331485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1331490.750000 Penalty: 3240.272949
	Iteration 99Q: 3 clusters Score -1331491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1331492.625000 Penalty: 3240.272949
	Iteration 100F: 3 clusters Score -1331493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1331492.750000 Penalty: 3240.272949
	Iteration 101Q: 3 clusters Score -1331493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1331496.000000 Penalty: 3240.272949
	Iteration 102Q: 3 clusters Score -1331496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1331501.250000 Penalty: 3240.272949
	Iteration 103Q: 3 clusters Score -1331501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1331501.375000 Penalty: 3240.272949
	Iteration 104Q: 3 clusters Score -1331501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1331506.625000 Penalty: 3240.272949
	Iteration 105Q: 3 clusters Score -1331507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1331505.875000 Penalty: 3240.272949
	Iteration 106Q: 3 clusters Score -1331506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1331508.750000 Penalty: 3240.272949
	Iteration 107Q: 3 clusters Score -1331509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1331513.000000 Penalty: 3240.272949
	Iteration 108Q: 3 clusters Score -1331513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1331513.500000 Penalty: 3240.272949
	Iteration 109Q: 3 clusters Score -1331514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1331517.625000 Penalty: 3240.272949
	Iteration 110Q: 3 clusters Score -1331518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1331518.875000 Penalty: 3240.272949
	Iteration 111Q: 3 clusters Score -1331519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1331519.000000 Penalty: 3240.272949
	Iteration 112Q: 3 clusters Score -1331519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1331522.750000 Penalty: 3240.272949
	Iteration 113Q: 3 clusters Score -1331523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1331523.750000 Penalty: 3240.272949
	Iteration 114Q: 3 clusters Score -1331524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1331524.375000 Penalty: 3240.272949
	Iteration 115Q: 3 clusters Score -1331524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1331521.875000 Penalty: 3240.272949
	Iteration 116Q: 3 clusters Score -1331522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1331521.125000 Penalty: 3240.272949
	Iteration 117Q: 3 clusters Score -1331521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1331520.750000 Penalty: 3240.272949
	Iteration 118Q: 3 clusters Score -1331521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1331521.250000 Penalty: 3240.272949
	Iteration 119Q: 3 clusters Score -1331521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1331521.875000 Penalty: 3240.272949
	Iteration 120F: 3 clusters Score -1331522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1331523.625000 Penalty: 3240.272949
	Iteration 121Q: 3 clusters Score -1331524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1331522.000000 Penalty: 3240.272949
	Iteration 122Q: 3 clusters Score -1331522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1331525.250000 Penalty: 3240.272949
	Iteration 123Q: 3 clusters Score -1331525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1331521.625000 Penalty: 3240.272949
	Iteration 124Q: 3 clusters Score -1331522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1331520.750000 Penalty: 3240.272949
	Iteration 125Q: 3 clusters Score -1331521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1331521.500000 Penalty: 3240.272949
	Iteration 126Q: 3 clusters Score -1331522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1331521.500000 Penalty: 3240.272949
	Iteration 127F: 3 clusters Score -1331522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (159018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159018 members 
Entering Unmasked Estep 
Score: -9652386.000000 Penalty: 1946.225464
	Iteration 0F: 2 clusters Score -9652386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -9545801.000000 Penalty: 3892.450928
	Iteration 0F: 3 clusters Score -9545801 nChanged 76742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -9592377.000000 Penalty: 3892.450928
	Iteration 1F: 3 clusters Score -9592377 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -9595487.000000 Penalty: 3892.450928
	Iteration 2Q: 3 clusters Score -9595487 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -9600129.000000 Penalty: 3892.450928
	Iteration 3F: 3 clusters Score -9600129 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -9606286.000000 Penalty: 3892.450928
	Iteration 4F: 3 clusters Score -9606286 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9637390 nChanged 5023
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Mstep: Class 1 contains 101576 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105006 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106599 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108112 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 109660 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 111182 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 112692 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 115640 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9645398 nChanged 1472
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Mstep: Class 1 contains 118581 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 120082 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9646409 nChanged 1531
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Mstep: Class 1 contains 123135 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9646755 nChanged 1620
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Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 126385 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 128024 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9648348 nChanged 1701
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Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9648891 nChanged 1635
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Mstep: Class 1 contains 131324 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 132946 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 134505 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 136034 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 137479 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138792 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 139941 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 141008 members 
Mstep: Class 2 contains 18010 members 
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 15254 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 14553 members 
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 12873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 146579 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 146991 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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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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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 72Q: 3 clusters Score -9654940 nChanged 76
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9654974 nChanged 78
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9655001 nChanged 86
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9655033 nChanged 68
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9655060 nChanged 76
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	Iteration 81Q: 3 clusters Score -9655091 nChanged 73
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	Iteration 82Q: 3 clusters Score -9655124 nChanged 80
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	Iteration 83Q: 3 clusters Score -9655128 nChanged 76
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	Iteration 84Q: 3 clusters Score -9655128 nChanged 75
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	Iteration 85Q: 3 clusters Score -9655138 nChanged 62
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	Iteration 86Q: 3 clusters Score -9655147 nChanged 80
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9655108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152787 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -9655113.000000 Penalty: 3892.450928
	Iteration 97Q: 3 clusters Score -9655113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152817 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -9655106.000000 Penalty: 3892.450928
	Iteration 98Q: 3 clusters Score -9655106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -9655103.000000 Penalty: 3892.450928
	Iteration 99Q: 3 clusters Score -9655103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152882 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -9655113.000000 Penalty: 3892.450928
	Iteration 100F: 3 clusters Score -9655113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152907 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -9655114.000000 Penalty: 3892.450928
	Iteration 101Q: 3 clusters Score -9655114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152925 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -9655127.000000 Penalty: 3892.450928
	Iteration 102Q: 3 clusters Score -9655127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -9655126.000000 Penalty: 3892.450928
	Iteration 103Q: 3 clusters Score -9655126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152966 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -9655125.000000 Penalty: 3892.450928
	Iteration 104Q: 3 clusters Score -9655125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -9655132.000000 Penalty: 3892.450928
	Iteration 105Q: 3 clusters Score -9655132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -9655138.000000 Penalty: 3892.450928
	Iteration 106Q: 3 clusters Score -9655138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153028 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -9655129.000000 Penalty: 3892.450928
	Iteration 107Q: 3 clusters Score -9655129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153041 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -9655137.000000 Penalty: 3892.450928
	Iteration 108Q: 3 clusters Score -9655137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153051 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -9655137.000000 Penalty: 3892.450928
	Iteration 109Q: 3 clusters Score -9655137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -9655130.000000 Penalty: 3892.450928
	Iteration 110Q: 3 clusters Score -9655130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -9655137.000000 Penalty: 3892.450928
	Iteration 111Q: 3 clusters Score -9655137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153091 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -9655140.000000 Penalty: 3892.450928
	Iteration 112Q: 3 clusters Score -9655140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153096 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -9655135.000000 Penalty: 3892.450928
	Iteration 113Q: 3 clusters Score -9655135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -9655131.000000 Penalty: 3892.450928
	Iteration 114Q: 3 clusters Score -9655131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153103 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -9655133.000000 Penalty: 3892.450928
	Iteration 115Q: 3 clusters Score -9655133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -9655139.000000 Penalty: 3892.450928
	Iteration 116Q: 3 clusters Score -9655139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153109 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -9655127.000000 Penalty: 3892.450928
	Iteration 117Q: 3 clusters Score -9655127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153116 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -9655122.000000 Penalty: 3892.450928
	Iteration 118Q: 3 clusters Score -9655122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153126 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -9655116.000000 Penalty: 3892.450928
	Iteration 119Q: 3 clusters Score -9655116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153133 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -9655107.000000 Penalty: 3892.450928
	Iteration 120F: 3 clusters Score -9655107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153141 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -9655116.000000 Penalty: 3892.450928
	Iteration 121Q: 3 clusters Score -9655116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153153 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -9655110.000000 Penalty: 3892.450928
	Iteration 122Q: 3 clusters Score -9655110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153165 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -9655125.000000 Penalty: 3892.450928
	Iteration 123Q: 3 clusters Score -9655125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153181 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -9655128.000000 Penalty: 3892.450928
	Iteration 124Q: 3 clusters Score -9655128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -9655136.000000 Penalty: 3892.450928
	Iteration 125Q: 3 clusters Score -9655136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -9655136.000000 Penalty: 3892.450928
	Iteration 126Q: 3 clusters Score -9655136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153223 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -9655134.000000 Penalty: 3892.450928
	Iteration 127Q: 3 clusters Score -9655134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -9655132.000000 Penalty: 3892.450928
	Iteration 128Q: 3 clusters Score -9655132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -9655128.000000 Penalty: 3892.450928
	Iteration 129Q: 3 clusters Score -9655128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153252 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -9655119.000000 Penalty: 3892.450928
	Iteration 130Q: 3 clusters Score -9655119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153258 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -9655124.000000 Penalty: 3892.450928
	Iteration 131Q: 3 clusters Score -9655124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -9655120.000000 Penalty: 3892.450928
	Iteration 132Q: 3 clusters Score -9655120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153265 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -9655119.000000 Penalty: 3892.450928
	Iteration 133Q: 3 clusters Score -9655119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -9655113.000000 Penalty: 3892.450928
	Iteration 134Q: 3 clusters Score -9655113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -9655119.000000 Penalty: 3892.450928
	Iteration 135Q: 3 clusters Score -9655119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153288 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -9655115.000000 Penalty: 3892.450928
	Iteration 136Q: 3 clusters Score -9655115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -9655120.000000 Penalty: 3892.450928
	Iteration 137Q: 3 clusters Score -9655120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -9655127.000000 Penalty: 3892.450928
	Iteration 138Q: 3 clusters Score -9655127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153296 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -9655132.000000 Penalty: 3892.450928
	Iteration 139Q: 3 clusters Score -9655132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153298 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -9655133.000000 Penalty: 3892.450928
	Iteration 140F: 3 clusters Score -9655133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -9655130.000000 Penalty: 3892.450928
	Iteration 141Q: 3 clusters Score -9655130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153303 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -9655134.000000 Penalty: 3892.450928
	Iteration 142Q: 3 clusters Score -9655134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153305 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -9655144.000000 Penalty: 3892.450928
	Iteration 143Q: 3 clusters Score -9655144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153307 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -9655141.000000 Penalty: 3892.450928
	Iteration 144Q: 3 clusters Score -9655141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153308 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -9655145.000000 Penalty: 3892.450928
	Iteration 145Q: 3 clusters Score -9655145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153312 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -9655141.000000 Penalty: 3892.450928
	Iteration 146Q: 3 clusters Score -9655141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153314 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -9655145.000000 Penalty: 3892.450928
	Iteration 147Q: 3 clusters Score -9655145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153323 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -9655144.000000 Penalty: 3892.450928
	Iteration 148Q: 3 clusters Score -9655144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -9655158.000000 Penalty: 3892.450928
	Iteration 149Q: 3 clusters Score -9655158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -9655159.000000 Penalty: 3892.450928
	Iteration 150Q: 3 clusters Score -9655159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153342 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -9655171.000000 Penalty: 3892.450928
	Iteration 151Q: 3 clusters Score -9655171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -9655157.000000 Penalty: 3892.450928
	Iteration 152Q: 3 clusters Score -9655157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153352 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -9655156.000000 Penalty: 3892.450928
	Iteration 153Q: 3 clusters Score -9655156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153353 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -9655158.000000 Penalty: 3892.450928
	Iteration 154Q: 3 clusters Score -9655158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -9655159.000000 Penalty: 3892.450928
	Iteration 155Q: 3 clusters Score -9655159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153356 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -9655161.000000 Penalty: 3892.450928
	Iteration 156Q: 3 clusters Score -9655161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -9655158.000000 Penalty: 3892.450928
	Iteration 157Q: 3 clusters Score -9655158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -9655160.000000 Penalty: 3892.450928
	Iteration 158Q: 3 clusters Score -9655160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -9655162.000000 Penalty: 3892.450928
	Iteration 159Q: 3 clusters Score -9655162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153359 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -9655162.000000 Penalty: 3892.450928
	Iteration 160F: 3 clusters Score -9655162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153361 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -9655164.000000 Penalty: 3892.450928
	Iteration 161Q: 3 clusters Score -9655164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153361 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -9655164.000000 Penalty: 3892.450928
	Iteration 162F: 3 clusters Score -9655164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 100699 members 
Mstep: Class 4 contains 7832 members 
Mstep: Class 5 contains 25940 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 8185 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 27082 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 5650 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 13927 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 29479 members 
Mstep: Class 17 contains 21377 members 
Mstep: Class 18 contains 153361 members 
Mstep: Class 19 contains 9022 members 
Mstep: Class 20 contains 4211 members 
Mstep: Class 21 contains 5657 members 
Entering Unmasked Estep 
Score: -26943246.000000 Penalty: 44484.289062
Splitting cluster 18 changes total score from -26937684.000000 to -26943246.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 19 (9022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Entering Unmasked Estep 
Score: -518407.343750 Penalty: 1479.955933
	Iteration 0F: 2 clusters Score -518407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -511853.250000 Penalty: 2959.911865
	Iteration 0F: 3 clusters Score -511853.2 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -513954.343750 Penalty: 2959.911865
	Iteration 1F: 3 clusters Score -513954.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -514224.000000 Penalty: 2959.911865
	Iteration 2F: 3 clusters Score -514224 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -514555.843750 Penalty: 2959.911865
	Iteration 3F: 3 clusters Score -514555.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -515072.625000 Penalty: 2959.911865
	Iteration 4F: 3 clusters Score -515072.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -515695.031250 Penalty: 2959.911865
	Iteration 5F: 3 clusters Score -515695 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -516384.437500 Penalty: 2959.911865
	Iteration 6F: 3 clusters Score -516384.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -517040.406250 Penalty: 2959.911865
	Iteration 7F: 3 clusters Score -517040.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -517572.750000 Penalty: 2959.911865
	Iteration 8F: 3 clusters Score -517572.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -517951.843750 Penalty: 2959.911865
	Iteration 9F: 3 clusters Score -517951.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -518175.437500 Penalty: 2959.911865
	Iteration 10Q: 3 clusters Score -518175.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -518311.218750 Penalty: 2959.911865
	Iteration 11Q: 3 clusters Score -518311.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -518407.062500 Penalty: 2959.911865
	Iteration 12Q: 3 clusters Score -518407.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -518470.968750 Penalty: 2959.911865
	Iteration 13Q: 3 clusters Score -518471 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -518522.031250 Penalty: 2959.911865
	Iteration 14Q: 3 clusters Score -518522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -518572.562500 Penalty: 2959.911865
	Iteration 15Q: 3 clusters Score -518572.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -518615.343750 Penalty: 2959.911865
	Iteration 16Q: 3 clusters Score -518615.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -518654.875000 Penalty: 2959.911865
	Iteration 17Q: 3 clusters Score -518654.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -518682.656250 Penalty: 2959.911865
	Iteration 18Q: 3 clusters Score -518682.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -518705.812500 Penalty: 2959.911865
	Iteration 19Q: 3 clusters Score -518705.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -518726.031250 Penalty: 2959.911865
	Iteration 20F: 3 clusters Score -518726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -518737.468750 Penalty: 2959.911865
	Iteration 21Q: 3 clusters Score -518737.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -518745.968750 Penalty: 2959.911865
	Iteration 22Q: 3 clusters Score -518746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -518753.343750 Penalty: 2959.911865
	Iteration 23Q: 3 clusters Score -518753.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -518758.281250 Penalty: 2959.911865
	Iteration 24Q: 3 clusters Score -518758.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -518762.312500 Penalty: 2959.911865
	Iteration 25Q: 3 clusters Score -518762.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -518766.062500 Penalty: 2959.911865
	Iteration 26Q: 3 clusters Score -518766.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -518768.625000 Penalty: 2959.911865
	Iteration 27Q: 3 clusters Score -518768.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -518770.218750 Penalty: 2959.911865
	Iteration 28Q: 3 clusters Score -518770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -518770.562500 Penalty: 2959.911865
	Iteration 29Q: 3 clusters Score -518770.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -518773.125000 Penalty: 2959.911865
	Iteration 30Q: 3 clusters Score -518773.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -518773.312500 Penalty: 2959.911865
	Iteration 31Q: 3 clusters Score -518773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -518773.312500 Penalty: 2959.911865
	Iteration 32F: 3 clusters Score -518773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 100699 members 
Mstep: Class 4 contains 7832 members 
Mstep: Class 5 contains 25940 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 8185 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 27082 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 5650 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 13927 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 29479 members 
Mstep: Class 17 contains 21377 members 
Mstep: Class 18 contains 153361 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 20 contains 4211 members 
Mstep: Class 21 contains 5657 members 
Mstep: Class 22 contains 3471 members 
Entering Unmasked Estep 
Score: -26943004.000000 Penalty: 46602.589844
Splitting cluster 19 changes total score from -26937684.000000 to -26943004.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 20 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -225532.531250 Penalty: 1356.136475
	Iteration 0F: 2 clusters Score -225532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -222065.640625 Penalty: 2712.272949
	Iteration 0F: 3 clusters Score -222065.6 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -223003.593750 Penalty: 2712.272949
	Iteration 1F: 3 clusters Score -223003.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -223216.093750 Penalty: 2712.272949
	Iteration 2F: 3 clusters Score -223216.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -223382.828125 Penalty: 2712.272949
	Iteration 3F: 3 clusters Score -223382.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -223506.031250 Penalty: 2712.272949
	Iteration 4F: 3 clusters Score -223506 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -223608.546875 Penalty: 2712.272949
	Iteration 5Q: 3 clusters Score -223608.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -223718.046875 Penalty: 2712.272949
	Iteration 6Q: 3 clusters Score -223718 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -223813.609375 Penalty: 2712.272949
	Iteration 7Q: 3 clusters Score -223813.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -223908.703125 Penalty: 2712.272949
	Iteration 8Q: 3 clusters Score -223908.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -223987.187500 Penalty: 2712.272949
	Iteration 9Q: 3 clusters Score -223987.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -224045.937500 Penalty: 2712.272949
	Iteration 10Q: 3 clusters Score -224045.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -224094.828125 Penalty: 2712.272949
	Iteration 11Q: 3 clusters Score -224094.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -224136.625000 Penalty: 2712.272949
	Iteration 12Q: 3 clusters Score -224136.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -224175.984375 Penalty: 2712.272949
	Iteration 13Q: 3 clusters Score -224176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -224203.234375 Penalty: 2712.272949
	Iteration 14Q: 3 clusters Score -224203.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -224221.125000 Penalty: 2712.272949
	Iteration 15Q: 3 clusters Score -224221.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -224232.515625 Penalty: 2712.272949
	Iteration 16Q: 3 clusters Score -224232.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -224242.062500 Penalty: 2712.272949
	Iteration 17Q: 3 clusters Score -224242.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -224248.968750 Penalty: 2712.272949
	Iteration 18Q: 3 clusters Score -224249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -224258.812500 Penalty: 2712.272949
	Iteration 19Q: 3 clusters Score -224258.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -224269.437500 Penalty: 2712.272949
	Iteration 20F: 3 clusters Score -224269.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -224278.593750 Penalty: 2712.272949
	Iteration 21Q: 3 clusters Score -224278.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -224287.078125 Penalty: 2712.272949
	Iteration 22Q: 3 clusters Score -224287.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -224301.328125 Penalty: 2712.272949
	Iteration 23Q: 3 clusters Score -224301.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -224315.984375 Penalty: 2712.272949
	Iteration 24Q: 3 clusters Score -224316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -224327.906250 Penalty: 2712.272949
	Iteration 25Q: 3 clusters Score -224327.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -224341.468750 Penalty: 2712.272949
	Iteration 26Q: 3 clusters Score -224341.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -224353.515625 Penalty: 2712.272949
	Iteration 27Q: 3 clusters Score -224353.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -224362.765625 Penalty: 2712.272949
	Iteration 28Q: 3 clusters Score -224362.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -224373.906250 Penalty: 2712.272949
	Iteration 29Q: 3 clusters Score -224373.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -224385.906250 Penalty: 2712.272949
	Iteration 30Q: 3 clusters Score -224385.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -224393.656250 Penalty: 2712.272949
	Iteration 31Q: 3 clusters Score -224393.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -224399.703125 Penalty: 2712.272949
	Iteration 32Q: 3 clusters Score -224399.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -224403.406250 Penalty: 2712.272949
	Iteration 33Q: 3 clusters Score -224403.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -224407.578125 Penalty: 2712.272949
	Iteration 34Q: 3 clusters Score -224407.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -224414.312500 Penalty: 2712.272949
	Iteration 35Q: 3 clusters Score -224414.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -224421.625000 Penalty: 2712.272949
	Iteration 36Q: 3 clusters Score -224421.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -224426.093750 Penalty: 2712.272949
	Iteration 37Q: 3 clusters Score -224426.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -224429.156250 Penalty: 2712.272949
	Iteration 38Q: 3 clusters Score -224429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -224432.312500 Penalty: 2712.272949
	Iteration 39Q: 3 clusters Score -224432.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -224434.906250 Penalty: 2712.272949
	Iteration 40F: 3 clusters Score -224434.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -224437.796875 Penalty: 2712.272949
	Iteration 41Q: 3 clusters Score -224437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -224440.765625 Penalty: 2712.272949
	Iteration 42Q: 3 clusters Score -224440.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -224442.562500 Penalty: 2712.272949
	Iteration 43Q: 3 clusters Score -224442.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -224443.515625 Penalty: 2712.272949
	Iteration 44Q: 3 clusters Score -224443.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -224445.796875 Penalty: 2712.272949
	Iteration 45Q: 3 clusters Score -224445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -224447.062500 Penalty: 2712.272949
	Iteration 46Q: 3 clusters Score -224447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -224447.812500 Penalty: 2712.272949
	Iteration 47Q: 3 clusters Score -224447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -224449.718750 Penalty: 2712.272949
	Iteration 48Q: 3 clusters Score -224449.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -224452.203125 Penalty: 2712.272949
	Iteration 49Q: 3 clusters Score -224452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -224453.296875 Penalty: 2712.272949
	Iteration 50Q: 3 clusters Score -224453.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -224454.671875 Penalty: 2712.272949
	Iteration 51Q: 3 clusters Score -224454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -224455.343750 Penalty: 2712.272949
	Iteration 52Q: 3 clusters Score -224455.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -224455.703125 Penalty: 2712.272949
	Iteration 53Q: 3 clusters Score -224455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -224456.250000 Penalty: 2712.272949
	Iteration 54Q: 3 clusters Score -224456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -224456.250000 Penalty: 2712.272949
	Iteration 55F: 3 clusters Score -224456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 100699 members 
Mstep: Class 4 contains 7832 members 
Mstep: Class 5 contains 25940 members 
Mstep: Class 7 contains 8185 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 27082 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 5650 members 
Mstep: Class 13 contains 13927 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 29479 members 
Mstep: Class 17 contains 21377 members 
Mstep: Class 18 contains 153361 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 20 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945124.000000 Penalty: 46602.589844
Iteration 39Q: 23 clusters Score -2.694512e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3112 members 
Mstep: Class 3 contains 100838 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 25920 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 27312 members 
Mstep: Class 10 contains 9157 members 
Mstep: Class 11 contains 5773 members 
Mstep: Class 12 contains 4787 members 
Mstep: Class 13 contains 13864 members 
Mstep: Class 14 contains 7837 members 
Mstep: Class 15 contains 3866 members 
Mstep: Class 16 contains 28880 members 
Mstep: Class 17 contains 21005 members 
Mstep: Class 18 contains 153693 members 
Mstep: Class 19 contains 5498 members 
Mstep: Class 20 contains 4190 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947258.000000 Penalty: 46602.589844
Iteration 40F: 23 clusters Score -2.694726e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3321 members 
Mstep: Class 3 contains 101038 members 
Mstep: Class 4 contains 7931 members 
Mstep: Class 5 contains 25922 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 8503 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 27513 members 
Mstep: Class 10 contains 9118 members 
Mstep: Class 11 contains 5669 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 13832 members 
Mstep: Class 14 contains 7693 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 28295 members 
Mstep: Class 17 contains 20614 members 
Mstep: Class 18 contains 153882 members 
Mstep: Class 19 contains 5446 members 
Mstep: Class 20 contains 4192 members 
Mstep: Class 21 contains 5690 members 
Mstep: Class 22 contains 3378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26948544.000000 Penalty: 46602.589844
Iteration 41Q: 23 clusters Score -2.694854e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 101152 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 25918 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 8667 members 
Mstep: Class 8 contains 6163 members 
Mstep: Class 9 contains 27707 members 
Mstep: Class 10 contains 9066 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 7602 members 
Mstep: Class 15 contains 3501 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 20239 members 
Mstep: Class 18 contains 154032 members 
Mstep: Class 19 contains 5409 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 5733 members 
Mstep: Class 22 contains 3470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949224.000000 Penalty: 46602.589844
Iteration 42Q: 23 clusters Score -2.694922e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 101220 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 25915 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 8772 members 
Mstep: Class 8 contains 6169 members 
Mstep: Class 9 contains 27872 members 
Mstep: Class 10 contains 9034 members 
Mstep: Class 11 contains 5538 members 
Mstep: Class 12 contains 4765 members 
Mstep: Class 13 contains 13766 members 
Mstep: Class 14 contains 7533 members 
Mstep: Class 15 contains 3395 members 
Mstep: Class 16 contains 27612 members 
Mstep: Class 17 contains 19849 members 
Mstep: Class 18 contains 154171 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 5780 members 
Mstep: Class 22 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949824.000000 Penalty: 46602.589844
Iteration 43Q: 23 clusters Score -2.694982e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3814 members 
Mstep: Class 3 contains 101228 members 
Mstep: Class 4 contains 8210 members 
Mstep: Class 5 contains 25918 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 8867 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 28020 members 
Mstep: Class 10 contains 8988 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 4691 members 
Mstep: Class 13 contains 13728 members 
Mstep: Class 14 contains 7480 members 
Mstep: Class 15 contains 3307 members 
Mstep: Class 16 contains 27391 members 
Mstep: Class 17 contains 19438 members 
Mstep: Class 18 contains 154342 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 4195 members 
Mstep: Class 21 contains 5830 members 
Mstep: Class 22 contains 3564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950228.000000 Penalty: 46602.589844
Iteration 44Q: 23 clusters Score -2.695023e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 101208 members 
Mstep: Class 4 contains 8350 members 
Mstep: Class 5 contains 25921 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 8921 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 28155 members 
Mstep: Class 10 contains 8950 members 
Mstep: Class 11 contains 5482 members 
Mstep: Class 12 contains 4626 members 
Mstep: Class 13 contains 13703 members 
Mstep: Class 14 contains 7445 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 27211 members 
Mstep: Class 17 contains 19029 members 
Mstep: Class 18 contains 154496 members 
Mstep: Class 19 contains 5441 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 5870 members 
Mstep: Class 22 contains 3600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950498.000000 Penalty: 46602.589844
Iteration 45Q: 23 clusters Score -2.69505e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 101180 members 
Mstep: Class 4 contains 8492 members 
Mstep: Class 5 contains 25930 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 6146 members 
Mstep: Class 9 contains 28282 members 
Mstep: Class 10 contains 8896 members 
Mstep: Class 11 contains 5451 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 13673 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 27077 members 
Mstep: Class 17 contains 18592 members 
Mstep: Class 18 contains 154726 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 5898 members 
Mstep: Class 22 contains 3629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950938.000000 Penalty: 46602.589844
Iteration 46Q: 23 clusters Score -2.695094e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 101150 members 
Mstep: Class 4 contains 8648 members 
Mstep: Class 5 contains 25935 members 
Mstep: Class 6 contains 4190 members 
Mstep: Class 7 contains 9036 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 28390 members 
Mstep: Class 10 contains 8852 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 13640 members 
Mstep: Class 14 contains 7384 members 
Mstep: Class 15 contains 3105 members 
Mstep: Class 16 contains 26971 members 
Mstep: Class 17 contains 18110 members 
Mstep: Class 18 contains 154999 members 
Mstep: Class 19 contains 5507 members 
Mstep: Class 20 contains 4239 members 
Mstep: Class 21 contains 5927 members 
Mstep: Class 22 contains 3646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951428.000000 Penalty: 46602.589844
Iteration 47Q: 23 clusters Score -2.695143e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 101120 members 
Mstep: Class 4 contains 8809 members 
Mstep: Class 5 contains 25957 members 
Mstep: Class 6 contains 4266 members 
Mstep: Class 7 contains 9068 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 28490 members 
Mstep: Class 10 contains 8797 members 
Mstep: Class 11 contains 5403 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 13618 members 
Mstep: Class 14 contains 7359 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 26863 members 
Mstep: Class 17 contains 17566 members 
Mstep: Class 18 contains 155308 members 
Mstep: Class 19 contains 5550 members 
Mstep: Class 20 contains 4241 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951874.000000 Penalty: 46602.589844
Iteration 48Q: 23 clusters Score -2.695187e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4348 members 
Mstep: Class 3 contains 101078 members 
Mstep: Class 4 contains 8946 members 
Mstep: Class 5 contains 25976 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 7 contains 9130 members 
Mstep: Class 8 contains 6069 members 
Mstep: Class 9 contains 28608 members 
Mstep: Class 10 contains 8732 members 
Mstep: Class 11 contains 5398 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 13 contains 13591 members 
Mstep: Class 14 contains 7338 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 26769 members 
Mstep: Class 17 contains 17013 members 
Mstep: Class 18 contains 155665 members 
Mstep: Class 19 contains 5590 members 
Mstep: Class 20 contains 4250 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3698 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 23 clusters Score -2.695225e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4407 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 9060 members 
Mstep: Class 5 contains 26008 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 6037 members 
Mstep: Class 9 contains 28714 members 
Mstep: Class 10 contains 8650 members 
Mstep: Class 11 contains 5385 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 13560 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 26680 members 
Mstep: Class 17 contains 16466 members 
Mstep: Class 18 contains 156097 members 
Mstep: Class 19 contains 5603 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952602.000000 Penalty: 46602.589844
Iteration 50Q: 23 clusters Score -2.69526e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 100931 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 26043 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 28814 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 5382 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 2887 members 
Mstep: Class 16 contains 26584 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 156543 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 3716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953080.000000 Penalty: 46602.589844
Iteration 51Q: 23 clusters Score -2.695308e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 100856 members 
Mstep: Class 4 contains 9246 members 
Mstep: Class 5 contains 26104 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 9269 members 
Mstep: Class 8 contains 5985 members 
Mstep: Class 9 contains 28912 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 4100 members 
Mstep: Class 13 contains 13518 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 26512 members 
Mstep: Class 17 contains 15428 members 
Mstep: Class 18 contains 156999 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953478.000000 Penalty: 46602.589844
Iteration 52Q: 23 clusters Score -2.695348e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4570 members 
Mstep: Class 3 contains 100802 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 26167 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 9279 members 
Mstep: Class 8 contains 5963 members 
Mstep: Class 9 contains 28995 members 
Mstep: Class 10 contains 8371 members 
Mstep: Class 11 contains 5408 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 13497 members 
Mstep: Class 14 contains 7262 members 
Mstep: Class 15 contains 2830 members 
Mstep: Class 16 contains 26436 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 157475 members 
Mstep: Class 19 contains 5680 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 3734 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -2.69537e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 100742 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 26218 members 
Mstep: Class 6 contains 4621 members 
Mstep: Class 7 contains 9293 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 29070 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 3951 members 
Mstep: Class 13 contains 13480 members 
Mstep: Class 14 contains 7250 members 
Mstep: Class 15 contains 2807 members 
Mstep: Class 16 contains 26361 members 
Mstep: Class 17 contains 14458 members 
Mstep: Class 18 contains 157928 members 
Mstep: Class 19 contains 5709 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 6127 members 
Mstep: Class 22 contains 3739 members 
Entering Unmasked Estep 
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Score: -26954186.000000 Penalty: 46602.589844
Iteration 54Q: 23 clusters Score -2.695419e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 100688 members 
Mstep: Class 4 contains 9253 members 
Mstep: Class 5 contains 26268 members 
Mstep: Class 6 contains 4667 members 
Mstep: Class 7 contains 9285 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 29148 members 
Mstep: Class 10 contains 8199 members 
Mstep: Class 11 contains 5487 members 
Mstep: Class 12 contains 3895 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 7229 members 
Mstep: Class 15 contains 2773 members 
Mstep: Class 16 contains 26272 members 
Mstep: Class 17 contains 14067 members 
Mstep: Class 18 contains 158372 members 
Mstep: Class 19 contains 5728 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 6145 members 
Mstep: Class 22 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26954398.000000 Penalty: 46602.589844
Iteration 55Q: 23 clusters Score -2.69544e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4739 members 
Mstep: Class 3 contains 100636 members 
Mstep: Class 4 contains 9199 members 
Mstep: Class 5 contains 26314 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 9286 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 29214 members 
Mstep: Class 10 contains 8111 members 
Mstep: Class 11 contains 5484 members 
Mstep: Class 12 contains 3855 members 
Mstep: Class 13 contains 13450 members 
Mstep: Class 14 contains 7218 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 26188 members 
Mstep: Class 17 contains 13745 members 
Mstep: Class 18 contains 158804 members 
Mstep: Class 19 contains 5753 members 
Mstep: Class 20 contains 4341 members 
Mstep: Class 21 contains 6172 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26954546.000000 Penalty: 46602.589844
Iteration 56Q: 23 clusters Score -2.695455e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 100595 members 
Mstep: Class 4 contains 9148 members 
Mstep: Class 5 contains 26358 members 
Mstep: Class 6 contains 4772 members 
Mstep: Class 7 contains 9285 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 29268 members 
Mstep: Class 10 contains 8026 members 
Mstep: Class 11 contains 5499 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 13438 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 26118 members 
Mstep: Class 17 contains 13452 members 
Mstep: Class 18 contains 159158 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 6201 members 
Mstep: Class 22 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26954752.000000 Penalty: 46602.589844
Iteration 57Q: 23 clusters Score -2.695475e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4829 members 
Mstep: Class 3 contains 100559 members 
Mstep: Class 4 contains 9077 members 
Mstep: Class 5 contains 26406 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 29323 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 5511 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 13425 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 2711 members 
Mstep: Class 16 contains 26044 members 
Mstep: Class 17 contains 13200 members 
Mstep: Class 18 contains 159496 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26954948.000000 Penalty: 46602.589844
Iteration 58Q: 23 clusters Score -2.695495e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4845 members 
Mstep: Class 3 contains 100536 members 
Mstep: Class 4 contains 9012 members 
Mstep: Class 5 contains 26445 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 9293 members 
Mstep: Class 8 contains 5807 members 
Mstep: Class 9 contains 29365 members 
Mstep: Class 10 contains 7860 members 
Mstep: Class 11 contains 5514 members 
Mstep: Class 12 contains 3741 members 
Mstep: Class 13 contains 13403 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 25989 members 
Mstep: Class 17 contains 12930 members 
Mstep: Class 18 contains 159824 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 4384 members 
Mstep: Class 21 contains 6272 members 
Mstep: Class 22 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26954930.000000 Penalty: 46602.589844
Iteration 59Q: 23 clusters Score -2.695493e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 4879 members 
Mstep: Class 3 contains 100500 members 
Mstep: Class 4 contains 8962 members 
Mstep: Class 5 contains 26489 members 
Mstep: Class 6 contains 4913 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 5793 members 
Mstep: Class 9 contains 29412 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 5516 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 13 contains 13381 members 
Mstep: Class 14 contains 7179 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 25928 members 
Mstep: Class 17 contains 12725 members 
Mstep: Class 18 contains 160085 members 
Mstep: Class 19 contains 5822 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26955146.000000 Penalty: 46602.589844
Iteration 60F: 23 clusters Score -2.695515e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 100477 members 
Mstep: Class 4 contains 8916 members 
Mstep: Class 5 contains 26520 members 
Mstep: Class 6 contains 4964 members 
Mstep: Class 7 contains 9321 members 
Mstep: Class 8 contains 5770 members 
Mstep: Class 9 contains 29436 members 
Mstep: Class 10 contains 7742 members 
Mstep: Class 11 contains 5527 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 13368 members 
Mstep: Class 14 contains 7136 members 
Mstep: Class 15 contains 2657 members 
Mstep: Class 16 contains 25883 members 
Mstep: Class 17 contains 12545 members 
Mstep: Class 18 contains 160287 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 4420 members 
Mstep: Class 21 contains 6328 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
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Score: -26955348.000000 Penalty: 46602.589844
Iteration 61Q: 23 clusters Score -2.695535e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 4930 members 
Mstep: Class 3 contains 100449 members 
Mstep: Class 4 contains 8867 members 
Mstep: Class 5 contains 26553 members 
Mstep: Class 6 contains 5023 members 
Mstep: Class 7 contains 9328 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 29467 members 
Mstep: Class 10 contains 7691 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 3654 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7096 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 16 contains 25833 members 
Mstep: Class 17 contains 12369 members 
Mstep: Class 18 contains 160504 members 
Mstep: Class 19 contains 5840 members 
Mstep: Class 20 contains 4437 members 
Mstep: Class 21 contains 6359 members 
Mstep: Class 22 contains 3778 members 
Entering Unmasked Estep 
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Score: -26955464.000000 Penalty: 46602.589844
Iteration 62Q: 23 clusters Score -2.695546e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4944 members 
Mstep: Class 3 contains 100429 members 
Mstep: Class 4 contains 8808 members 
Mstep: Class 5 contains 26593 members 
Mstep: Class 6 contains 5096 members 
Mstep: Class 7 contains 9348 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 29489 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 3623 members 
Mstep: Class 13 contains 13325 members 
Mstep: Class 14 contains 7050 members 
Mstep: Class 15 contains 2616 members 
Mstep: Class 16 contains 25785 members 
Mstep: Class 17 contains 12219 members 
Mstep: Class 18 contains 160702 members 
Mstep: Class 19 contains 5849 members 
Mstep: Class 20 contains 4455 members 
Mstep: Class 21 contains 6394 members 
Mstep: Class 22 contains 3804 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -2.695579e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 100423 members 
Mstep: Class 4 contains 8770 members 
Mstep: Class 5 contains 26615 members 
Mstep: Class 6 contains 5166 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 5713 members 
Mstep: Class 9 contains 29510 members 
Mstep: Class 10 contains 7601 members 
Mstep: Class 11 contains 5539 members 
Mstep: Class 12 contains 3605 members 
Mstep: Class 13 contains 13311 members 
Mstep: Class 14 contains 7019 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 16 contains 25734 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 160804 members 
Mstep: Class 19 contains 5856 members 
Mstep: Class 20 contains 4468 members 
Mstep: Class 21 contains 6424 members 
Mstep: Class 22 contains 3831 members 
Entering Unmasked Estep 
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Score: -26956084.000000 Penalty: 46602.589844
Iteration 64Q: 23 clusters Score -2.695608e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 100406 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 26633 members 
Mstep: Class 6 contains 5243 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 5697 members 
Mstep: Class 9 contains 29536 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 7008 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 25678 members 
Mstep: Class 17 contains 12020 members 
Mstep: Class 18 contains 160887 members 
Mstep: Class 19 contains 5871 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 6451 members 
Mstep: Class 22 contains 3838 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -2.695633e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 100376 members 
Mstep: Class 4 contains 8713 members 
Mstep: Class 5 contains 26640 members 
Mstep: Class 6 contains 5325 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 5667 members 
Mstep: Class 9 contains 29553 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 5531 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 13277 members 
Mstep: Class 14 contains 7006 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 16 contains 25635 members 
Mstep: Class 17 contains 11969 members 
Mstep: Class 18 contains 160955 members 
Mstep: Class 19 contains 5890 members 
Mstep: Class 20 contains 4492 members 
Mstep: Class 21 contains 6477 members 
Mstep: Class 22 contains 3845 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -2.695642e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5000 members 
Mstep: Class 3 contains 100357 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 26674 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 9407 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 29561 members 
Mstep: Class 10 contains 7474 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 3527 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 7013 members 
Mstep: Class 15 contains 2602 members 
Mstep: Class 16 contains 25603 members 
Mstep: Class 17 contains 11918 members 
Mstep: Class 18 contains 161010 members 
Mstep: Class 19 contains 5900 members 
Mstep: Class 20 contains 4492 members 
Mstep: Class 21 contains 6504 members 
Mstep: Class 22 contains 3827 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -2.695654e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5009 members 
Mstep: Class 3 contains 100334 members 
Mstep: Class 4 contains 8673 members 
Mstep: Class 5 contains 26699 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 9420 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 29575 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 5474 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 13248 members 
Mstep: Class 14 contains 7019 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 16 contains 25575 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 161049 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 4488 members 
Mstep: Class 21 contains 6523 members 
Mstep: Class 22 contains 3812 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -2.695659e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 100325 members 
Mstep: Class 4 contains 8654 members 
Mstep: Class 5 contains 26715 members 
Mstep: Class 6 contains 5585 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 5622 members 
Mstep: Class 9 contains 29585 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 5464 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 13236 members 
Mstep: Class 14 contains 7018 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 16 contains 25546 members 
Mstep: Class 17 contains 11829 members 
Mstep: Class 18 contains 161055 members 
Mstep: Class 19 contains 5925 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 6544 members 
Mstep: Class 22 contains 3800 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -2.695664e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5025 members 
Mstep: Class 3 contains 100302 members 
Mstep: Class 4 contains 8641 members 
Mstep: Class 5 contains 26745 members 
Mstep: Class 6 contains 5659 members 
Mstep: Class 7 contains 9446 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 29592 members 
Mstep: Class 10 contains 7364 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 13229 members 
Mstep: Class 14 contains 7019 members 
Mstep: Class 15 contains 2602 members 
Mstep: Class 16 contains 25523 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 161061 members 
Mstep: Class 19 contains 5929 members 
Mstep: Class 20 contains 4487 members 
Mstep: Class 21 contains 6558 members 
Mstep: Class 22 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26956688.000000 Penalty: 46602.589844
Iteration 70Q: 23 clusters Score -2.695669e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 100286 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 26768 members 
Mstep: Class 6 contains 5717 members 
Mstep: Class 7 contains 9461 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 29602 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 13221 members 
Mstep: Class 14 contains 7025 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 25493 members 
Mstep: Class 17 contains 11753 members 
Mstep: Class 18 contains 161072 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 4497 members 
Mstep: Class 21 contains 6567 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26956782.000000 Penalty: 46602.589844
Iteration 71Q: 23 clusters Score -2.695678e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5045 members 
Mstep: Class 3 contains 100275 members 
Mstep: Class 4 contains 8611 members 
Mstep: Class 5 contains 26778 members 
Mstep: Class 6 contains 5756 members 
Mstep: Class 7 contains 9488 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 29608 members 
Mstep: Class 10 contains 7291 members 
Mstep: Class 11 contains 5503 members 
Mstep: Class 12 contains 3501 members 
Mstep: Class 13 contains 13210 members 
Mstep: Class 14 contains 7036 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 16 contains 25472 members 
Mstep: Class 17 contains 11716 members 
Mstep: Class 18 contains 161084 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 4500 members 
Mstep: Class 21 contains 6579 members 
Mstep: Class 22 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26956960.000000 Penalty: 46602.589844
Iteration 72Q: 23 clusters Score -2.695696e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 100274 members 
Mstep: Class 4 contains 8601 members 
Mstep: Class 5 contains 26787 members 
Mstep: Class 6 contains 5782 members 
Mstep: Class 7 contains 9503 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 29609 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 13201 members 
Mstep: Class 14 contains 7035 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 16 contains 25450 members 
Mstep: Class 17 contains 11677 members 
Mstep: Class 18 contains 161080 members 
Mstep: Class 19 contains 5954 members 
Mstep: Class 20 contains 4498 members 
Mstep: Class 21 contains 6591 members 
Mstep: Class 22 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26956968.000000 Penalty: 46602.589844
Iteration 73Q: 23 clusters Score -2.695697e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 100271 members 
Mstep: Class 4 contains 8597 members 
Mstep: Class 5 contains 26797 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 9517 members 
Mstep: Class 8 contains 5574 members 
Mstep: Class 9 contains 29615 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 5598 members 
Mstep: Class 12 contains 3488 members 
Mstep: Class 13 contains 13194 members 
Mstep: Class 14 contains 7051 members 
Mstep: Class 15 contains 2616 members 
Mstep: Class 16 contains 25432 members 
Mstep: Class 17 contains 11644 members 
Mstep: Class 18 contains 161067 members 
Mstep: Class 19 contains 5957 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 6599 members 
Mstep: Class 22 contains 3709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26956976.000000 Penalty: 46602.589844
Iteration 74Q: 23 clusters Score -2.695698e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 100263 members 
Mstep: Class 4 contains 8592 members 
Mstep: Class 5 contains 26818 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 9534 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 29614 members 
Mstep: Class 10 contains 7187 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 13188 members 
Mstep: Class 14 contains 7060 members 
Mstep: Class 15 contains 2617 members 
Mstep: Class 16 contains 25423 members 
Mstep: Class 17 contains 11609 members 
Mstep: Class 18 contains 161051 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 21 contains 6606 members 
Mstep: Class 22 contains 3694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26957022.000000 Penalty: 46602.589844
Iteration 75Q: 23 clusters Score -2.695702e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 100258 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 26839 members 
Mstep: Class 6 contains 5862 members 
Mstep: Class 7 contains 9553 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 29621 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 3482 members 
Mstep: Class 13 contains 13177 members 
Mstep: Class 14 contains 7077 members 
Mstep: Class 15 contains 2616 members 
Mstep: Class 16 contains 25412 members 
Mstep: Class 17 contains 11561 members 
Mstep: Class 18 contains 161038 members 
Mstep: Class 19 contains 5969 members 
Mstep: Class 20 contains 4510 members 
Mstep: Class 21 contains 6613 members 
Mstep: Class 22 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26957118.000000 Penalty: 46602.589844
Iteration 76Q: 23 clusters Score -2.695712e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 100252 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 26858 members 
Mstep: Class 6 contains 5889 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 29623 members 
Mstep: Class 10 contains 7104 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 13 contains 13156 members 
Mstep: Class 14 contains 7091 members 
Mstep: Class 15 contains 2611 members 
Mstep: Class 16 contains 25398 members 
Mstep: Class 17 contains 11527 members 
Mstep: Class 18 contains 161014 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 4513 members 
Mstep: Class 21 contains 6620 members 
Mstep: Class 22 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26957092.000000 Penalty: 46602.589844
Iteration 77Q: 23 clusters Score -2.695709e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 5081 members 
Mstep: Class 3 contains 100254 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 26880 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 9620 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 29625 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 5763 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 13141 members 
Mstep: Class 14 contains 7091 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 16 contains 25380 members 
Mstep: Class 17 contains 11512 members 
Mstep: Class 18 contains 160971 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 4517 members 
Mstep: Class 21 contains 6626 members 
Mstep: Class 22 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26957156.000000 Penalty: 46602.589844
Iteration 78Q: 23 clusters Score -2.695716e+07 nChanged 354
Entering ConstructFrom: 
Score: -26957156.000000 Penalty: 46602.589844
Entering ConstructFrom: 
Trying to split cluster 1 (9212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Entering Unmasked Estep 
Score: -585985.875000 Penalty: 1483.342651
	Iteration 0F: 2 clusters Score -585985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -579357.500000 Penalty: 2966.685303
	Iteration 0F: 3 clusters Score -579357.5 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -581530.375000 Penalty: 2966.685303
	Iteration 1F: 3 clusters Score -581530.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -581763.875000 Penalty: 2966.685303
	Iteration 2F: 3 clusters Score -581763.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -581964.375000 Penalty: 2966.685303
	Iteration 3Q: 3 clusters Score -581964.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -582145.250000 Penalty: 2966.685303
	Iteration 4Q: 3 clusters Score -582145.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -582341.187500 Penalty: 2966.685303
	Iteration 5Q: 3 clusters Score -582341.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -582568.750000 Penalty: 2966.685303
	Iteration 6Q: 3 clusters Score -582568.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -582858.125000 Penalty: 2966.685303
	Iteration 7Q: 3 clusters Score -582858.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -583215.312500 Penalty: 2966.685303
	Iteration 8F: 3 clusters Score -583215.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -583575.125000 Penalty: 2966.685303
	Iteration 9F: 3 clusters Score -583575.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -583901.875000 Penalty: 2966.685303
	Iteration 10Q: 3 clusters Score -583901.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -584153.875000 Penalty: 2966.685303
	Iteration 11Q: 3 clusters Score -584153.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -584316.250000 Penalty: 2966.685303
	Iteration 12Q: 3 clusters Score -584316.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -584428.500000 Penalty: 2966.685303
	Iteration 13Q: 3 clusters Score -584428.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -584522.687500 Penalty: 2966.685303
	Iteration 14Q: 3 clusters Score -584522.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -584584.500000 Penalty: 2966.685303
	Iteration 15Q: 3 clusters Score -584584.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -584640.875000 Penalty: 2966.685303
	Iteration 16Q: 3 clusters Score -584640.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -584667.312500 Penalty: 2966.685303
	Iteration 17Q: 3 clusters Score -584667.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -584678.875000 Penalty: 2966.685303
	Iteration 18Q: 3 clusters Score -584678.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -584685.500000 Penalty: 2966.685303
	Iteration 19Q: 3 clusters Score -584685.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -584692.187500 Penalty: 2966.685303
	Iteration 20F: 3 clusters Score -584692.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -584697.750000 Penalty: 2966.685303
	Iteration 21Q: 3 clusters Score -584697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -584698.500000 Penalty: 2966.685303
	Iteration 22Q: 3 clusters Score -584698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -584701.000000 Penalty: 2966.685303
	Iteration 23Q: 3 clusters Score -584701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -584705.375000 Penalty: 2966.685303
	Iteration 24Q: 3 clusters Score -584705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -584705.312500 Penalty: 2966.685303
	Iteration 25Q: 3 clusters Score -584705.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -584707.500000 Penalty: 2966.685303
	Iteration 26Q: 3 clusters Score -584707.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -584712.250000 Penalty: 2966.685303
	Iteration 27Q: 3 clusters Score -584712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -584714.187500 Penalty: 2966.685303
	Iteration 28Q: 3 clusters Score -584714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -584717.187500 Penalty: 2966.685303
	Iteration 29Q: 3 clusters Score -584717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -584717.625000 Penalty: 2966.685303
	Iteration 30Q: 3 clusters Score -584717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -584717.812500 Penalty: 2966.685303
	Iteration 31Q: 3 clusters Score -584717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -584719.000000 Penalty: 2966.685303
	Iteration 32Q: 3 clusters Score -584719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -584720.687500 Penalty: 2966.685303
	Iteration 33Q: 3 clusters Score -584720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -584720.312500 Penalty: 2966.685303
	Iteration 34Q: 3 clusters Score -584720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -584721.125000 Penalty: 2966.685303
	Iteration 35Q: 3 clusters Score -584721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -584723.062500 Penalty: 2966.685303
	Iteration 36Q: 3 clusters Score -584723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -584723.062500 Penalty: 2966.685303
	Iteration 37F: 3 clusters Score -584723.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Entering Unmasked Estep 
Score: -304513.218750 Penalty: 1386.751221
	Iteration 0F: 2 clusters Score -304513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -300445.218750 Penalty: 2773.502441
	Iteration 0F: 3 clusters Score -300445.2 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -301535.812500 Penalty: 2773.502441
	Iteration 1F: 3 clusters Score -301535.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -301767.093750 Penalty: 2773.502441
	Iteration 2F: 3 clusters Score -301767.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -301963.468750 Penalty: 2773.502441
	Iteration 3F: 3 clusters Score -301963.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -302152.250000 Penalty: 2773.502441
	Iteration 4F: 3 clusters Score -302152.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -302373.406250 Penalty: 2773.502441
	Iteration 5F: 3 clusters Score -302373.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -302692.843750 Penalty: 2773.502441
	Iteration 6F: 3 clusters Score -302692.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -302995.781250 Penalty: 2773.502441
	Iteration 7F: 3 clusters Score -302995.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -303247.437500 Penalty: 2773.502441
	Iteration 8F: 3 clusters Score -303247.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -303448.812500 Penalty: 2773.502441
	Iteration 9Q: 3 clusters Score -303448.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -303577.343750 Penalty: 2773.502441
	Iteration 10Q: 3 clusters Score -303577.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -303664.687500 Penalty: 2773.502441
	Iteration 11Q: 3 clusters Score -303664.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -303739.906250 Penalty: 2773.502441
	Iteration 12Q: 3 clusters Score -303739.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -303797.343750 Penalty: 2773.502441
	Iteration 13Q: 3 clusters Score -303797.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -303848.750000 Penalty: 2773.502441
	Iteration 14Q: 3 clusters Score -303848.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -303891.218750 Penalty: 2773.502441
	Iteration 15Q: 3 clusters Score -303891.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -303933.468750 Penalty: 2773.502441
	Iteration 16Q: 3 clusters Score -303933.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -303973.031250 Penalty: 2773.502441
	Iteration 17Q: 3 clusters Score -303973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -303996.187500 Penalty: 2773.502441
	Iteration 18Q: 3 clusters Score -303996.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -304014.250000 Penalty: 2773.502441
	Iteration 19Q: 3 clusters Score -304014.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -304027.750000 Penalty: 2773.502441
	Iteration 20F: 3 clusters Score -304027.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -304038.656250 Penalty: 2773.502441
	Iteration 21Q: 3 clusters Score -304038.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -304046.687500 Penalty: 2773.502441
	Iteration 22Q: 3 clusters Score -304046.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -304050.062500 Penalty: 2773.502441
	Iteration 23Q: 3 clusters Score -304050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -304054.781250 Penalty: 2773.502441
	Iteration 24Q: 3 clusters Score -304054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -304056.875000 Penalty: 2773.502441
	Iteration 25Q: 3 clusters Score -304056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -304058.468750 Penalty: 2773.502441
	Iteration 26Q: 3 clusters Score -304058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -304058.843750 Penalty: 2773.502441
	Iteration 27Q: 3 clusters Score -304058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -304060.250000 Penalty: 2773.502441
	Iteration 28Q: 3 clusters Score -304060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -304060.062500 Penalty: 2773.502441
	Iteration 29Q: 3 clusters Score -304060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -304061.500000 Penalty: 2773.502441
	Iteration 30Q: 3 clusters Score -304061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -304061.500000 Penalty: 2773.502441
	Iteration 31F: 3 clusters Score -304061.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Entering Unmasked Estep 
Score: -6190665.500000 Penalty: 1871.260986
	Iteration 0F: 2 clusters Score -6190666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -6123672.000000 Penalty: 3742.521973
	Iteration 0F: 3 clusters Score -6123672 nChanged 47822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -6151548.000000 Penalty: 3742.521973
	Iteration 1F: 3 clusters Score -6151548 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -6152254.500000 Penalty: 3742.521973
	Iteration 2Q: 3 clusters Score -6152254 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -6153038.000000 Penalty: 3742.521973
	Iteration 3Q: 3 clusters Score -6153038 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -6153914.000000 Penalty: 3742.521973
	Iteration 4Q: 3 clusters Score -6153914 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -6155085.500000 Penalty: 3742.521973
	Iteration 5Q: 3 clusters Score -6155086 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -6156654.000000 Penalty: 3742.521973
	Iteration 6Q: 3 clusters Score -6156654 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -6158782.000000 Penalty: 3742.521973
	Iteration 7Q: 3 clusters Score -6158782 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -6161992.500000 Penalty: 3742.521973
	Iteration 8F: 3 clusters Score -6161992 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -6165968.000000 Penalty: 3742.521973
	Iteration 9F: 3 clusters Score -6165968 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -6170035.500000 Penalty: 3742.521973
	Iteration 10F: 3 clusters Score -6170036 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -6173005.500000 Penalty: 3742.521973
	Iteration 11F: 3 clusters Score -6173006 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -6174740.500000 Penalty: 3742.521973
	Iteration 12Q: 3 clusters Score -6174740 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -6175717.500000 Penalty: 3742.521973
	Iteration 13Q: 3 clusters Score -6175718 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -6176465.000000 Penalty: 3742.521973
	Iteration 14Q: 3 clusters Score -6176465 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -6177161.500000 Penalty: 3742.521973
	Iteration 15Q: 3 clusters Score -6177162 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70371 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -6177808.000000 Penalty: 3742.521973
	Iteration 16Q: 3 clusters Score -6177808 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -6178385.500000 Penalty: 3742.521973
	Iteration 17Q: 3 clusters Score -6178386 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -6178903.500000 Penalty: 3742.521973
	Iteration 18Q: 3 clusters Score -6178904 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -6179446.500000 Penalty: 3742.521973
	Iteration 19Q: 3 clusters Score -6179446 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -6179939.500000 Penalty: 3742.521973
	Iteration 20F: 3 clusters Score -6179940 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -6180394.000000 Penalty: 3742.521973
	Iteration 21Q: 3 clusters Score -6180394 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -6180801.000000 Penalty: 3742.521973
	Iteration 22Q: 3 clusters Score -6180801 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -6181199.000000 Penalty: 3742.521973
	Iteration 23Q: 3 clusters Score -6181199 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -6181604.500000 Penalty: 3742.521973
	Iteration 24Q: 3 clusters Score -6181604 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -6181906.500000 Penalty: 3742.521973
	Iteration 25Q: 3 clusters Score -6181906 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81044 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -6182324.000000 Penalty: 3742.521973
	Iteration 26Q: 3 clusters Score -6182324 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -6182713.000000 Penalty: 3742.521973
	Iteration 27Q: 3 clusters Score -6182713 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -6183142.500000 Penalty: 3742.521973
	Iteration 28Q: 3 clusters Score -6183142 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -6183482.500000 Penalty: 3742.521973
	Iteration 29Q: 3 clusters Score -6183482 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -6183864.500000 Penalty: 3742.521973
	Iteration 30Q: 3 clusters Score -6183864 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -6184261.000000 Penalty: 3742.521973
	Iteration 31Q: 3 clusters Score -6184261 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -6184646.500000 Penalty: 3742.521973
	Iteration 32Q: 3 clusters Score -6184646 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -6185048.500000 Penalty: 3742.521973
	Iteration 33Q: 3 clusters Score -6185048 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -6185533.500000 Penalty: 3742.521973
	Iteration 34Q: 3 clusters Score -6185534 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91296 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -6185997.500000 Penalty: 3742.521973
	Iteration 35Q: 3 clusters Score -6185998 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -6186402.000000 Penalty: 3742.521973
	Iteration 36Q: 3 clusters Score -6186402 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -6186835.000000 Penalty: 3742.521973
	Iteration 37Q: 3 clusters Score -6186835 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94286 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -6187238.500000 Penalty: 3742.521973
	Iteration 38Q: 3 clusters Score -6187238 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -6187598.500000 Penalty: 3742.521973
	Iteration 39Q: 3 clusters Score -6187598 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -6187875.000000 Penalty: 3742.521973
	Iteration 40F: 3 clusters Score -6187875 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6188138.000000 Penalty: 3742.521973
	Iteration 41Q: 3 clusters Score -6188138 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -6188323.000000 Penalty: 3742.521973
	Iteration 42Q: 3 clusters Score -6188323 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6188491.500000 Penalty: 3742.521973
	Iteration 43Q: 3 clusters Score -6188492 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97609 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -6188592.500000 Penalty: 3742.521973
	Iteration 44Q: 3 clusters Score -6188592 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6188664.500000 Penalty: 3742.521973
	Iteration 45Q: 3 clusters Score -6188664 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6188731.500000 Penalty: 3742.521973
	Iteration 46Q: 3 clusters Score -6188732 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6188806.500000 Penalty: 3742.521973
	Iteration 47Q: 3 clusters Score -6188806 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6188860.000000 Penalty: 3742.521973
	Iteration 48Q: 3 clusters Score -6188860 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98499 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6188895.500000 Penalty: 3742.521973
	Iteration 49Q: 3 clusters Score -6188896 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98592 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6188935.000000 Penalty: 3742.521973
	Iteration 50Q: 3 clusters Score -6188935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6188938.000000 Penalty: 3742.521973
	Iteration 51Q: 3 clusters Score -6188938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6188963.000000 Penalty: 3742.521973
	Iteration 52Q: 3 clusters Score -6188963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6188974.500000 Penalty: 3742.521973
	Iteration 53Q: 3 clusters Score -6188974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6188985.500000 Penalty: 3742.521973
	Iteration 54Q: 3 clusters Score -6188986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98840 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6189007.000000 Penalty: 3742.521973
	Iteration 55Q: 3 clusters Score -6189007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98885 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6189013.000000 Penalty: 3742.521973
	Iteration 56Q: 3 clusters Score -6189013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6189015.500000 Penalty: 3742.521973
	Iteration 57Q: 3 clusters Score -6189016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6189014.500000 Penalty: 3742.521973
	Iteration 58Q: 3 clusters Score -6189014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6189013.000000 Penalty: 3742.521973
	Iteration 59Q: 3 clusters Score -6189013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98986 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6189012.000000 Penalty: 3742.521973
	Iteration 60F: 3 clusters Score -6189012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99003 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6189027.500000 Penalty: 3742.521973
	Iteration 61Q: 3 clusters Score -6189028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6189025.000000 Penalty: 3742.521973
	Iteration 62Q: 3 clusters Score -6189025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99034 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6189033.000000 Penalty: 3742.521973
	Iteration 63Q: 3 clusters Score -6189033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99055 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6189032.500000 Penalty: 3742.521973
	Iteration 64Q: 3 clusters Score -6189032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6189041.500000 Penalty: 3742.521973
	Iteration 65Q: 3 clusters Score -6189042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6189055.500000 Penalty: 3742.521973
	Iteration 66Q: 3 clusters Score -6189056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6189057.000000 Penalty: 3742.521973
	Iteration 67Q: 3 clusters Score -6189057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6189057.500000 Penalty: 3742.521973
	Iteration 68Q: 3 clusters Score -6189058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6189059.500000 Penalty: 3742.521973
	Iteration 69Q: 3 clusters Score -6189060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6189062.000000 Penalty: 3742.521973
	Iteration 70Q: 3 clusters Score -6189062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99101 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6189061.000000 Penalty: 3742.521973
	Iteration 71Q: 3 clusters Score -6189061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6189057.500000 Penalty: 3742.521973
	Iteration 72Q: 3 clusters Score -6189058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6189058.000000 Penalty: 3742.521973
	Iteration 73Q: 3 clusters Score -6189058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6189053.500000 Penalty: 3742.521973
	Iteration 74Q: 3 clusters Score -6189054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6189053.500000 Penalty: 3742.521973
	Iteration 75F: 3 clusters Score -6189054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -507037.937500 Penalty: 1471.869019
	Iteration 0F: 2 clusters Score -507037.9 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 4255 members 
Entering Unmasked Estep 
Score: -500866.125000 Penalty: 2943.738037
	Iteration 0F: 3 clusters Score -500866.1 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -502944.218750 Penalty: 2943.738037
	Iteration 1F: 3 clusters Score -502944.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -503510.250000 Penalty: 2943.738037
	Iteration 2F: 3 clusters Score -503510.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -504200.843750 Penalty: 2943.738037
	Iteration 3F: 3 clusters Score -504200.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -505000.750000 Penalty: 2943.738037
	Iteration 4F: 3 clusters Score -505000.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -505686.031250 Penalty: 2943.738037
	Iteration 5F: 3 clusters Score -505686 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -506155.500000 Penalty: 2943.738037
	Iteration 6F: 3 clusters Score -506155.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -506433.531250 Penalty: 2943.738037
	Iteration 7Q: 3 clusters Score -506433.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -506584.093750 Penalty: 2943.738037
	Iteration 8Q: 3 clusters Score -506584.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -506672.312500 Penalty: 2943.738037
	Iteration 9Q: 3 clusters Score -506672.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -506723.531250 Penalty: 2943.738037
	Iteration 10Q: 3 clusters Score -506723.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -506773.187500 Penalty: 2943.738037
	Iteration 11Q: 3 clusters Score -506773.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -506814.531250 Penalty: 2943.738037
	Iteration 12Q: 3 clusters Score -506814.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -506849.437500 Penalty: 2943.738037
	Iteration 13Q: 3 clusters Score -506849.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -506878.062500 Penalty: 2943.738037
	Iteration 14Q: 3 clusters Score -506878.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -506897.281250 Penalty: 2943.738037
	Iteration 15Q: 3 clusters Score -506897.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -506909.437500 Penalty: 2943.738037
	Iteration 16Q: 3 clusters Score -506909.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -506914.375000 Penalty: 2943.738037
	Iteration 17Q: 3 clusters Score -506914.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -506917.593750 Penalty: 2943.738037
	Iteration 18Q: 3 clusters Score -506917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -506919.406250 Penalty: 2943.738037
	Iteration 19Q: 3 clusters Score -506919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -506919.593750 Penalty: 2943.738037
	Iteration 20F: 3 clusters Score -506919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -506923.687500 Penalty: 2943.738037
	Iteration 21Q: 3 clusters Score -506923.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -506929.406250 Penalty: 2943.738037
	Iteration 22Q: 3 clusters Score -506929.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -506934.500000 Penalty: 2943.738037
	Iteration 23Q: 3 clusters Score -506934.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -506943.531250 Penalty: 2943.738037
	Iteration 24Q: 3 clusters Score -506943.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -506955.187500 Penalty: 2943.738037
	Iteration 25Q: 3 clusters Score -506955.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -506967.156250 Penalty: 2943.738037
	Iteration 26Q: 3 clusters Score -506967.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -506976.875000 Penalty: 2943.738037
	Iteration 27Q: 3 clusters Score -506976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -506979.562500 Penalty: 2943.738037
	Iteration 28Q: 3 clusters Score -506979.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -506982.656250 Penalty: 2943.738037
	Iteration 29Q: 3 clusters Score -506982.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -506985.031250 Penalty: 2943.738037
	Iteration 30Q: 3 clusters Score -506985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -506984.375000 Penalty: 2943.738037
	Iteration 31Q: 3 clusters Score -506984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -506984.968750 Penalty: 2943.738037
	Iteration 32Q: 3 clusters Score -506985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -506985.625000 Penalty: 2943.738037
	Iteration 33Q: 3 clusters Score -506985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -506986.250000 Penalty: 2943.738037
	Iteration 34Q: 3 clusters Score -506986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -506986.250000 Penalty: 2943.738037
	Iteration 35F: 3 clusters Score -506986.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Entering Unmasked Estep 
Score: -1652858.625000 Penalty: 1657.426392
	Iteration 0F: 2 clusters Score -1652859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1634560.625000 Penalty: 3314.852783
	Iteration 0F: 3 clusters Score -1634561 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1641609.875000 Penalty: 3314.852783
	Iteration 1F: 3 clusters Score -1641610 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1642202.250000 Penalty: 3314.852783
	Iteration 2Q: 3 clusters Score -1642202 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1643010.125000 Penalty: 3314.852783
	Iteration 3Q: 3 clusters Score -1643010 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1643933.625000 Penalty: 3314.852783
	Iteration 4F: 3 clusters Score -1643934 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1644869.625000 Penalty: 3314.852783
	Iteration 5F: 3 clusters Score -1644870 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1645995.875000 Penalty: 3314.852783
	Iteration 6F: 3 clusters Score -1645996 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1647237.750000 Penalty: 3314.852783
	Iteration 7F: 3 clusters Score -1647238 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1648369.625000 Penalty: 3314.852783
	Iteration 8F: 3 clusters Score -1648370 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1649252.875000 Penalty: 3314.852783
	Iteration 9Q: 3 clusters Score -1649253 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1649884.375000 Penalty: 3314.852783
	Iteration 10Q: 3 clusters Score -1649884 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1650426.625000 Penalty: 3314.852783
	Iteration 11Q: 3 clusters Score -1650427 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1650821.500000 Penalty: 3314.852783
	Iteration 12Q: 3 clusters Score -1650822 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1651047.000000 Penalty: 3314.852783
	Iteration 13Q: 3 clusters Score -1651047 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1651189.250000 Penalty: 3314.852783
	Iteration 14Q: 3 clusters Score -1651189 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1651318.500000 Penalty: 3314.852783
	Iteration 15Q: 3 clusters Score -1651318 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1651421.125000 Penalty: 3314.852783
	Iteration 16Q: 3 clusters Score -1651421 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1651512.000000 Penalty: 3314.852783
	Iteration 17Q: 3 clusters Score -1651512 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1651606.250000 Penalty: 3314.852783
	Iteration 18Q: 3 clusters Score -1651606 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1651697.500000 Penalty: 3314.852783
	Iteration 19Q: 3 clusters Score -1651698 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1651803.500000 Penalty: 3314.852783
	Iteration 20F: 3 clusters Score -1651804 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1651905.875000 Penalty: 3314.852783
	Iteration 21Q: 3 clusters Score -1651906 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1652005.500000 Penalty: 3314.852783
	Iteration 22Q: 3 clusters Score -1652006 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1652088.500000 Penalty: 3314.852783
	Iteration 23Q: 3 clusters Score -1652088 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1652167.500000 Penalty: 3314.852783
	Iteration 24Q: 3 clusters Score -1652168 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1652243.250000 Penalty: 3314.852783
	Iteration 25Q: 3 clusters Score -1652243 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1652303.250000 Penalty: 3314.852783
	Iteration 26Q: 3 clusters Score -1652303 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1652361.250000 Penalty: 3314.852783
	Iteration 27Q: 3 clusters Score -1652361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1652416.250000 Penalty: 3314.852783
	Iteration 28Q: 3 clusters Score -1652416 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1652456.625000 Penalty: 3314.852783
	Iteration 29Q: 3 clusters Score -1652457 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1652498.000000 Penalty: 3314.852783
	Iteration 30Q: 3 clusters Score -1652498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1652522.750000 Penalty: 3314.852783
	Iteration 31Q: 3 clusters Score -1652523 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1652540.125000 Penalty: 3314.852783
	Iteration 32Q: 3 clusters Score -1652540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1652548.625000 Penalty: 3314.852783
	Iteration 33Q: 3 clusters Score -1652549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1652557.125000 Penalty: 3314.852783
	Iteration 34Q: 3 clusters Score -1652557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1652562.750000 Penalty: 3314.852783
	Iteration 35Q: 3 clusters Score -1652563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1652565.250000 Penalty: 3314.852783
	Iteration 36Q: 3 clusters Score -1652565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1652570.375000 Penalty: 3314.852783
	Iteration 37Q: 3 clusters Score -1652570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1652574.750000 Penalty: 3314.852783
	Iteration 38Q: 3 clusters Score -1652575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1652577.500000 Penalty: 3314.852783
	Iteration 39Q: 3 clusters Score -1652578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1652581.125000 Penalty: 3314.852783
	Iteration 40F: 3 clusters Score -1652581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1652577.000000 Penalty: 3314.852783
	Iteration 41Q: 3 clusters Score -1652577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1652577.625000 Penalty: 3314.852783
	Iteration 42Q: 3 clusters Score -1652578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1652577.500000 Penalty: 3314.852783
	Iteration 43Q: 3 clusters Score -1652578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1652579.625000 Penalty: 3314.852783
	Iteration 44Q: 3 clusters Score -1652580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1652579.750000 Penalty: 3314.852783
	Iteration 45Q: 3 clusters Score -1652580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1652580.250000 Penalty: 3314.852783
	Iteration 46Q: 3 clusters Score -1652580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1652584.375000 Penalty: 3314.852783
	Iteration 47Q: 3 clusters Score -1652584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1652587.000000 Penalty: 3314.852783
	Iteration 48Q: 3 clusters Score -1652587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1652585.500000 Penalty: 3314.852783
	Iteration 49Q: 3 clusters Score -1652586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1652588.625000 Penalty: 3314.852783
	Iteration 50Q: 3 clusters Score -1652589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1652591.750000 Penalty: 3314.852783
	Iteration 51Q: 3 clusters Score -1652592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1652591.375000 Penalty: 3314.852783
	Iteration 52Q: 3 clusters Score -1652591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1652591.125000 Penalty: 3314.852783
	Iteration 53Q: 3 clusters Score -1652591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1652592.750000 Penalty: 3314.852783
	Iteration 54Q: 3 clusters Score -1652593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1652596.375000 Penalty: 3314.852783
	Iteration 55Q: 3 clusters Score -1652596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1652599.000000 Penalty: 3314.852783
	Iteration 56Q: 3 clusters Score -1652599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1652599.375000 Penalty: 3314.852783
	Iteration 57Q: 3 clusters Score -1652599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1652598.375000 Penalty: 3314.852783
	Iteration 58Q: 3 clusters Score -1652598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1652601.125000 Penalty: 3314.852783
	Iteration 59Q: 3 clusters Score -1652601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1652601.000000 Penalty: 3314.852783
	Iteration 60F: 3 clusters Score -1652601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -356301.437500 Penalty: 1412.201904
	Iteration 0F: 2 clusters Score -356301.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -351743.343750 Penalty: 2824.403809
	Iteration 0F: 3 clusters Score -351743.3 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -353093.218750 Penalty: 2824.403809
	Iteration 1F: 3 clusters Score -353093.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -353281.375000 Penalty: 2824.403809
	Iteration 2F: 3 clusters Score -353281.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -353385.343750 Penalty: 2824.403809
	Iteration 3Q: 3 clusters Score -353385.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -353444.656250 Penalty: 2824.403809
	Iteration 4Q: 3 clusters Score -353444.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -353489.156250 Penalty: 2824.403809
	Iteration 5Q: 3 clusters Score -353489.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -353532.812500 Penalty: 2824.403809
	Iteration 6Q: 3 clusters Score -353532.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -353575.187500 Penalty: 2824.403809
	Iteration 7Q: 3 clusters Score -353575.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -353614.343750 Penalty: 2824.403809
	Iteration 8Q: 3 clusters Score -353614.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -353664.875000 Penalty: 2824.403809
	Iteration 9Q: 3 clusters Score -353664.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -353728.468750 Penalty: 2824.403809
	Iteration 10Q: 3 clusters Score -353728.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -353798.343750 Penalty: 2824.403809
	Iteration 11Q: 3 clusters Score -353798.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -353897.062500 Penalty: 2824.403809
	Iteration 12Q: 3 clusters Score -353897.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -354015.187500 Penalty: 2824.403809
	Iteration 13Q: 3 clusters Score -354015.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -354203.968750 Penalty: 2824.403809
	Iteration 14Q: 3 clusters Score -354204 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -354421.281250 Penalty: 2824.403809
	Iteration 15Q: 3 clusters Score -354421.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -354614.468750 Penalty: 2824.403809
	Iteration 16Q: 3 clusters Score -354614.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -354778.468750 Penalty: 2824.403809
	Iteration 17Q: 3 clusters Score -354778.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -354909.625000 Penalty: 2824.403809
	Iteration 18Q: 3 clusters Score -354909.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -354998.500000 Penalty: 2824.403809
	Iteration 19Q: 3 clusters Score -354998.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -355074.718750 Penalty: 2824.403809
	Iteration 20F: 3 clusters Score -355074.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -355128.156250 Penalty: 2824.403809
	Iteration 21Q: 3 clusters Score -355128.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -355160.968750 Penalty: 2824.403809
	Iteration 22Q: 3 clusters Score -355161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -355188.250000 Penalty: 2824.403809
	Iteration 23Q: 3 clusters Score -355188.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -355212.062500 Penalty: 2824.403809
	Iteration 24Q: 3 clusters Score -355212.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -355224.406250 Penalty: 2824.403809
	Iteration 25Q: 3 clusters Score -355224.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -355232.218750 Penalty: 2824.403809
	Iteration 26Q: 3 clusters Score -355232.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -355246.093750 Penalty: 2824.403809
	Iteration 27Q: 3 clusters Score -355246.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -355266.187500 Penalty: 2824.403809
	Iteration 28Q: 3 clusters Score -355266.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -355276.468750 Penalty: 2824.403809
	Iteration 29Q: 3 clusters Score -355276.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -355286.156250 Penalty: 2824.403809
	Iteration 30Q: 3 clusters Score -355286.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -355291.937500 Penalty: 2824.403809
	Iteration 31Q: 3 clusters Score -355291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -355294.437500 Penalty: 2824.403809
	Iteration 32Q: 3 clusters Score -355294.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -355297.875000 Penalty: 2824.403809
	Iteration 33Q: 3 clusters Score -355297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -355301.343750 Penalty: 2824.403809
	Iteration 34Q: 3 clusters Score -355301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -355304.000000 Penalty: 2824.403809
	Iteration 35Q: 3 clusters Score -355304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -355304.000000 Penalty: 2824.403809
	Iteration 36F: 3 clusters Score -355304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Entering Unmasked Estep 
Score: -592610.687500 Penalty: 1490.890869
	Iteration 0F: 2 clusters Score -592610.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -585694.375000 Penalty: 2981.781738
	Iteration 0F: 3 clusters Score -585694.4 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -587979.812500 Penalty: 2981.781738
	Iteration 1F: 3 clusters Score -587979.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -588223.687500 Penalty: 2981.781738
	Iteration 2F: 3 clusters Score -588223.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -588416.687500 Penalty: 2981.781738
	Iteration 3Q: 3 clusters Score -588416.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -588585.250000 Penalty: 2981.781738
	Iteration 4Q: 3 clusters Score -588585.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -588780.000000 Penalty: 2981.781738
	Iteration 5Q: 3 clusters Score -588780 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -588994.562500 Penalty: 2981.781738
	Iteration 6Q: 3 clusters Score -588994.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -589259.187500 Penalty: 2981.781738
	Iteration 7Q: 3 clusters Score -589259.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -589542.312500 Penalty: 2981.781738
	Iteration 8Q: 3 clusters Score -589542.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -589823.375000 Penalty: 2981.781738
	Iteration 9Q: 3 clusters Score -589823.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -590072.937500 Penalty: 2981.781738
	Iteration 10Q: 3 clusters Score -590072.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -590268.062500 Penalty: 2981.781738
	Iteration 11Q: 3 clusters Score -590268.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -590426.375000 Penalty: 2981.781738
	Iteration 12Q: 3 clusters Score -590426.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -590591.437500 Penalty: 2981.781738
	Iteration 13Q: 3 clusters Score -590591.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -590736.750000 Penalty: 2981.781738
	Iteration 14Q: 3 clusters Score -590736.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -590871.312500 Penalty: 2981.781738
	Iteration 15Q: 3 clusters Score -590871.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -590971.687500 Penalty: 2981.781738
	Iteration 16Q: 3 clusters Score -590971.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -591047.687500 Penalty: 2981.781738
	Iteration 17Q: 3 clusters Score -591047.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -591097.062500 Penalty: 2981.781738
	Iteration 18Q: 3 clusters Score -591097.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -591134.500000 Penalty: 2981.781738
	Iteration 19Q: 3 clusters Score -591134.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -591161.062500 Penalty: 2981.781738
	Iteration 20F: 3 clusters Score -591161.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -591186.250000 Penalty: 2981.781738
	Iteration 21Q: 3 clusters Score -591186.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -591216.937500 Penalty: 2981.781738
	Iteration 22Q: 3 clusters Score -591216.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -591241.187500 Penalty: 2981.781738
	Iteration 23Q: 3 clusters Score -591241.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -591261.187500 Penalty: 2981.781738
	Iteration 24Q: 3 clusters Score -591261.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -591280.875000 Penalty: 2981.781738
	Iteration 25Q: 3 clusters Score -591280.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -591302.062500 Penalty: 2981.781738
	Iteration 26Q: 3 clusters Score -591302.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -591322.937500 Penalty: 2981.781738
	Iteration 27Q: 3 clusters Score -591322.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -591337.062500 Penalty: 2981.781738
	Iteration 28Q: 3 clusters Score -591337.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -591354.812500 Penalty: 2981.781738
	Iteration 29Q: 3 clusters Score -591354.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -591363.875000 Penalty: 2981.781738
	Iteration 30Q: 3 clusters Score -591363.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -591370.875000 Penalty: 2981.781738
	Iteration 31Q: 3 clusters Score -591370.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -591376.562500 Penalty: 2981.781738
	Iteration 32Q: 3 clusters Score -591376.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -591382.875000 Penalty: 2981.781738
	Iteration 33Q: 3 clusters Score -591382.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -591390.812500 Penalty: 2981.781738
	Iteration 34Q: 3 clusters Score -591390.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -591398.375000 Penalty: 2981.781738
	Iteration 35Q: 3 clusters Score -591398.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -591403.750000 Penalty: 2981.781738
	Iteration 36Q: 3 clusters Score -591403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -591406.062500 Penalty: 2981.781738
	Iteration 37Q: 3 clusters Score -591406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -591408.875000 Penalty: 2981.781738
	Iteration 38Q: 3 clusters Score -591408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -591408.937500 Penalty: 2981.781738
	Iteration 39Q: 3 clusters Score -591408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -591411.125000 Penalty: 2981.781738
	Iteration 40F: 3 clusters Score -591411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -591412.812500 Penalty: 2981.781738
	Iteration 41Q: 3 clusters Score -591412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -591412.437500 Penalty: 2981.781738
	Iteration 42Q: 3 clusters Score -591412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -591413.625000 Penalty: 2981.781738
	Iteration 43Q: 3 clusters Score -591413.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -591416.375000 Penalty: 2981.781738
	Iteration 44Q: 3 clusters Score -591416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -591418.250000 Penalty: 2981.781738
	Iteration 45Q: 3 clusters Score -591418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -591420.312500 Penalty: 2981.781738
	Iteration 46Q: 3 clusters Score -591420.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -591420.812500 Penalty: 2981.781738
	Iteration 47Q: 3 clusters Score -591420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -591420.250000 Penalty: 2981.781738
	Iteration 48Q: 3 clusters Score -591420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -591420.625000 Penalty: 2981.781738
	Iteration 49Q: 3 clusters Score -591420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -591420.500000 Penalty: 2981.781738
	Iteration 50Q: 3 clusters Score -591420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -591420.500000 Penalty: 2981.781738
	Iteration 51F: 3 clusters Score -591420.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -334042.406250 Penalty: 1400.650635
	Iteration 0F: 2 clusters Score -334042.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -329705.750000 Penalty: 2801.301270
	Iteration 0F: 3 clusters Score -329705.8 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -330970.718750 Penalty: 2801.301270
	Iteration 1F: 3 clusters Score -330970.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -331134.031250 Penalty: 2801.301270
	Iteration 2F: 3 clusters Score -331134 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -331274.781250 Penalty: 2801.301270
	Iteration 3Q: 3 clusters Score -331274.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -331376.843750 Penalty: 2801.301270
	Iteration 4Q: 3 clusters Score -331376.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -331456.750000 Penalty: 2801.301270
	Iteration 5Q: 3 clusters Score -331456.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -331523.093750 Penalty: 2801.301270
	Iteration 6Q: 3 clusters Score -331523.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -331592.500000 Penalty: 2801.301270
	Iteration 7Q: 3 clusters Score -331592.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -331668.156250 Penalty: 2801.301270
	Iteration 8Q: 3 clusters Score -331668.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -331748.062500 Penalty: 2801.301270
	Iteration 9Q: 3 clusters Score -331748.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -331835.031250 Penalty: 2801.301270
	Iteration 10Q: 3 clusters Score -331835 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -331935.718750 Penalty: 2801.301270
	Iteration 11Q: 3 clusters Score -331935.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -332028.312500 Penalty: 2801.301270
	Iteration 12Q: 3 clusters Score -332028.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -332138.750000 Penalty: 2801.301270
	Iteration 13Q: 3 clusters Score -332138.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -332255.843750 Penalty: 2801.301270
	Iteration 14Q: 3 clusters Score -332255.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -332368.218750 Penalty: 2801.301270
	Iteration 15Q: 3 clusters Score -332368.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -332476.562500 Penalty: 2801.301270
	Iteration 16Q: 3 clusters Score -332476.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -332587.031250 Penalty: 2801.301270
	Iteration 17Q: 3 clusters Score -332587 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -332691.406250 Penalty: 2801.301270
	Iteration 18Q: 3 clusters Score -332691.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -332797.437500 Penalty: 2801.301270
	Iteration 19Q: 3 clusters Score -332797.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -332860.031250 Penalty: 2801.301270
	Iteration 20F: 3 clusters Score -332860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -332908.968750 Penalty: 2801.301270
	Iteration 21Q: 3 clusters Score -332909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -332942.312500 Penalty: 2801.301270
	Iteration 22Q: 3 clusters Score -332942.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -332967.281250 Penalty: 2801.301270
	Iteration 23Q: 3 clusters Score -332967.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -332986.531250 Penalty: 2801.301270
	Iteration 24Q: 3 clusters Score -332986.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -333004.937500 Penalty: 2801.301270
	Iteration 25Q: 3 clusters Score -333004.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -333016.250000 Penalty: 2801.301270
	Iteration 26Q: 3 clusters Score -333016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -333022.625000 Penalty: 2801.301270
	Iteration 27Q: 3 clusters Score -333022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -333031.593750 Penalty: 2801.301270
	Iteration 28Q: 3 clusters Score -333031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -333036.187500 Penalty: 2801.301270
	Iteration 29Q: 3 clusters Score -333036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -333038.781250 Penalty: 2801.301270
	Iteration 30Q: 3 clusters Score -333038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -333043.781250 Penalty: 2801.301270
	Iteration 31Q: 3 clusters Score -333043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -333051.218750 Penalty: 2801.301270
	Iteration 32Q: 3 clusters Score -333051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -333055.718750 Penalty: 2801.301270
	Iteration 33Q: 3 clusters Score -333055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -333057.156250 Penalty: 2801.301270
	Iteration 34Q: 3 clusters Score -333057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -333057.156250 Penalty: 2801.301270
	Iteration 35F: 3 clusters Score -333057.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Entering Unmasked Estep 
Score: -1811305.250000 Penalty: 1673.177246
	Iteration 0F: 2 clusters Score -1811305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1791485.750000 Penalty: 3346.354492
	Iteration 0F: 3 clusters Score -1791486 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1798681.875000 Penalty: 3346.354492
	Iteration 1F: 3 clusters Score -1798682 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1799074.625000 Penalty: 3346.354492
	Iteration 2Q: 3 clusters Score -1799075 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1799424.250000 Penalty: 3346.354492
	Iteration 3Q: 3 clusters Score -1799424 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1799770.250000 Penalty: 3346.354492
	Iteration 4Q: 3 clusters Score -1799770 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1800180.625000 Penalty: 3346.354492
	Iteration 5Q: 3 clusters Score -1800181 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1800718.500000 Penalty: 3346.354492
	Iteration 6Q: 3 clusters Score -1800718 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1801386.625000 Penalty: 3346.354492
	Iteration 7Q: 3 clusters Score -1801387 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1802225.125000 Penalty: 3346.354492
	Iteration 8Q: 3 clusters Score -1802225 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -1803144.250000 Penalty: 3346.354492
	Iteration 9Q: 3 clusters Score -1803144 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -1804167.750000 Penalty: 3346.354492
	Iteration 10F: 3 clusters Score -1804168 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -1805126.125000 Penalty: 3346.354492
	Iteration 11Q: 3 clusters Score -1805126 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -1805841.375000 Penalty: 3346.354492
	Iteration 12Q: 3 clusters Score -1805841 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -1806391.375000 Penalty: 3346.354492
	Iteration 13Q: 3 clusters Score -1806391 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -1806782.750000 Penalty: 3346.354492
	Iteration 14Q: 3 clusters Score -1806783 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -1807083.250000 Penalty: 3346.354492
	Iteration 15Q: 3 clusters Score -1807083 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -1807353.375000 Penalty: 3346.354492
	Iteration 16Q: 3 clusters Score -1807353 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -1807573.625000 Penalty: 3346.354492
	Iteration 17Q: 3 clusters Score -1807574 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -1807785.250000 Penalty: 3346.354492
	Iteration 18Q: 3 clusters Score -1807785 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -1808024.625000 Penalty: 3346.354492
	Iteration 19Q: 3 clusters Score -1808025 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -1808246.625000 Penalty: 3346.354492
	Iteration 20F: 3 clusters Score -1808247 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -1808448.875000 Penalty: 3346.354492
	Iteration 21Q: 3 clusters Score -1808449 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -1808648.000000 Penalty: 3346.354492
	Iteration 22Q: 3 clusters Score -1808648 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -1808859.000000 Penalty: 3346.354492
	Iteration 23Q: 3 clusters Score -1808859 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -1809047.875000 Penalty: 3346.354492
	Iteration 24Q: 3 clusters Score -1809048 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -1809205.625000 Penalty: 3346.354492
	Iteration 25Q: 3 clusters Score -1809206 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -1809325.625000 Penalty: 3346.354492
	Iteration 26Q: 3 clusters Score -1809326 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -1809428.000000 Penalty: 3346.354492
	Iteration 27Q: 3 clusters Score -1809428 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -1809516.125000 Penalty: 3346.354492
	Iteration 28Q: 3 clusters Score -1809516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -1809574.125000 Penalty: 3346.354492
	Iteration 29Q: 3 clusters Score -1809574 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -1809623.500000 Penalty: 3346.354492
	Iteration 30Q: 3 clusters Score -1809624 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -1809662.125000 Penalty: 3346.354492
	Iteration 31Q: 3 clusters Score -1809662 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -1809693.375000 Penalty: 3346.354492
	Iteration 32Q: 3 clusters Score -1809693 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -1809733.500000 Penalty: 3346.354492
	Iteration 33Q: 3 clusters Score -1809734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -1809755.750000 Penalty: 3346.354492
	Iteration 34Q: 3 clusters Score -1809756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -1809780.125000 Penalty: 3346.354492
	Iteration 35Q: 3 clusters Score -1809780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -1809805.875000 Penalty: 3346.354492
	Iteration 36Q: 3 clusters Score -1809806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -1809826.125000 Penalty: 3346.354492
	Iteration 37Q: 3 clusters Score -1809826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -1809849.125000 Penalty: 3346.354492
	Iteration 38Q: 3 clusters Score -1809849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -1809864.375000 Penalty: 3346.354492
	Iteration 39Q: 3 clusters Score -1809864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -1809883.125000 Penalty: 3346.354492
	Iteration 40F: 3 clusters Score -1809883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -1809904.125000 Penalty: 3346.354492
	Iteration 41Q: 3 clusters Score -1809904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -1809918.375000 Penalty: 3346.354492
	Iteration 42Q: 3 clusters Score -1809918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -1809932.250000 Penalty: 3346.354492
	Iteration 43Q: 3 clusters Score -1809932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -1809944.125000 Penalty: 3346.354492
	Iteration 44Q: 3 clusters Score -1809944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -1809959.125000 Penalty: 3346.354492
	Iteration 45Q: 3 clusters Score -1809959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -1809968.250000 Penalty: 3346.354492
	Iteration 46Q: 3 clusters Score -1809968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -1809982.625000 Penalty: 3346.354492
	Iteration 47Q: 3 clusters Score -1809983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -1809986.375000 Penalty: 3346.354492
	Iteration 48Q: 3 clusters Score -1809986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -1809993.500000 Penalty: 3346.354492
	Iteration 49Q: 3 clusters Score -1809994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -1810000.625000 Penalty: 3346.354492
	Iteration 50Q: 3 clusters Score -1810001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -1810000.625000 Penalty: 3346.354492
	Iteration 51Q: 3 clusters Score -1810001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -1810001.500000 Penalty: 3346.354492
	Iteration 52Q: 3 clusters Score -1810002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -1810006.000000 Penalty: 3346.354492
	Iteration 53Q: 3 clusters Score -1810006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -1810005.875000 Penalty: 3346.354492
	Iteration 54Q: 3 clusters Score -1810006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -1810009.000000 Penalty: 3346.354492
	Iteration 55Q: 3 clusters Score -1810009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -1810009.375000 Penalty: 3346.354492
	Iteration 56Q: 3 clusters Score -1810009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -1810009.500000 Penalty: 3346.354492
	Iteration 57Q: 3 clusters Score -1810010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -1810011.500000 Penalty: 3346.354492
	Iteration 58Q: 3 clusters Score -1810012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -1810013.625000 Penalty: 3346.354492
	Iteration 59Q: 3 clusters Score -1810014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -1810012.750000 Penalty: 3346.354492
	Iteration 60F: 3 clusters Score -1810013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -1810011.000000 Penalty: 3346.354492
	Iteration 61Q: 3 clusters Score -1810011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -1810013.750000 Penalty: 3346.354492
	Iteration 62Q: 3 clusters Score -1810014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -1810012.375000 Penalty: 3346.354492
	Iteration 63Q: 3 clusters Score -1810012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -1810014.750000 Penalty: 3346.354492
	Iteration 64Q: 3 clusters Score -1810015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -1810014.750000 Penalty: 3346.354492
	Iteration 65F: 3 clusters Score -1810015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Entering Unmasked Estep 
Score: -421094.718750 Penalty: 1439.253784
	Iteration 0F: 2 clusters Score -421094.7 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 3465 members 
Entering Unmasked Estep 
Score: -415815.468750 Penalty: 2878.507568
	Iteration 0F: 3 clusters Score -415815.5 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -417397.718750 Penalty: 2878.507568
	Iteration 1F: 3 clusters Score -417397.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -417615.875000 Penalty: 2878.507568
	Iteration 2F: 3 clusters Score -417615.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -417824.875000 Penalty: 2878.507568
	Iteration 3F: 3 clusters Score -417824.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -418078.031250 Penalty: 2878.507568
	Iteration 4F: 3 clusters Score -418078 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -418391.187500 Penalty: 2878.507568
	Iteration 5F: 3 clusters Score -418391.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -418736.562500 Penalty: 2878.507568
	Iteration 6F: 3 clusters Score -418736.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -419114.000000 Penalty: 2878.507568
	Iteration 7F: 3 clusters Score -419114 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -419474.375000 Penalty: 2878.507568
	Iteration 8F: 3 clusters Score -419474.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -419789.187500 Penalty: 2878.507568
	Iteration 9F: 3 clusters Score -419789.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -420010.031250 Penalty: 2878.507568
	Iteration 10Q: 3 clusters Score -420010 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -420173.593750 Penalty: 2878.507568
	Iteration 11Q: 3 clusters Score -420173.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -420279.093750 Penalty: 2878.507568
	Iteration 12Q: 3 clusters Score -420279.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -420371.843750 Penalty: 2878.507568
	Iteration 13Q: 3 clusters Score -420371.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -420432.593750 Penalty: 2878.507568
	Iteration 14Q: 3 clusters Score -420432.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -420480.281250 Penalty: 2878.507568
	Iteration 15Q: 3 clusters Score -420480.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -420512.312500 Penalty: 2878.507568
	Iteration 16Q: 3 clusters Score -420512.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -420542.625000 Penalty: 2878.507568
	Iteration 17Q: 3 clusters Score -420542.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -420571.468750 Penalty: 2878.507568
	Iteration 18Q: 3 clusters Score -420571.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -420586.187500 Penalty: 2878.507568
	Iteration 19Q: 3 clusters Score -420586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -420590.750000 Penalty: 2878.507568
	Iteration 20F: 3 clusters Score -420590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -420593.218750 Penalty: 2878.507568
	Iteration 21Q: 3 clusters Score -420593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -420594.500000 Penalty: 2878.507568
	Iteration 22Q: 3 clusters Score -420594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -420595.312500 Penalty: 2878.507568
	Iteration 23Q: 3 clusters Score -420595.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -420595.312500 Penalty: 2878.507568
	Iteration 24F: 3 clusters Score -420595.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -356915.093750 Penalty: 1408.861084
	Iteration 0F: 2 clusters Score -356915.1 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 2875 members 
Entering Unmasked Estep 
Score: -352391.156250 Penalty: 2817.722168
	Iteration 0F: 3 clusters Score -352391.2 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -353698.093750 Penalty: 2817.722168
	Iteration 1F: 3 clusters Score -353698.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -353883.656250 Penalty: 2817.722168
	Iteration 2F: 3 clusters Score -353883.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -354013.875000 Penalty: 2817.722168
	Iteration 3F: 3 clusters Score -354013.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -354121.531250 Penalty: 2817.722168
	Iteration 4Q: 3 clusters Score -354121.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -354241.468750 Penalty: 2817.722168
	Iteration 5Q: 3 clusters Score -354241.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -354359.125000 Penalty: 2817.722168
	Iteration 6Q: 3 clusters Score -354359.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -354468.312500 Penalty: 2817.722168
	Iteration 7Q: 3 clusters Score -354468.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -354608.312500 Penalty: 2817.722168
	Iteration 8Q: 3 clusters Score -354608.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -354747.281250 Penalty: 2817.722168
	Iteration 9Q: 3 clusters Score -354747.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -354875.750000 Penalty: 2817.722168
	Iteration 10Q: 3 clusters Score -354875.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -354998.593750 Penalty: 2817.722168
	Iteration 11Q: 3 clusters Score -354998.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -355103.250000 Penalty: 2817.722168
	Iteration 12Q: 3 clusters Score -355103.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -355205.781250 Penalty: 2817.722168
	Iteration 13Q: 3 clusters Score -355205.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -355298.968750 Penalty: 2817.722168
	Iteration 14Q: 3 clusters Score -355299 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -355368.968750 Penalty: 2817.722168
	Iteration 15Q: 3 clusters Score -355369 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -355414.468750 Penalty: 2817.722168
	Iteration 16Q: 3 clusters Score -355414.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -355457.593750 Penalty: 2817.722168
	Iteration 17Q: 3 clusters Score -355457.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -355500.000000 Penalty: 2817.722168
	Iteration 18Q: 3 clusters Score -355500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -355533.656250 Penalty: 2817.722168
	Iteration 19Q: 3 clusters Score -355533.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -355557.187500 Penalty: 2817.722168
	Iteration 20F: 3 clusters Score -355557.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -355579.312500 Penalty: 2817.722168
	Iteration 21Q: 3 clusters Score -355579.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -355596.750000 Penalty: 2817.722168
	Iteration 22Q: 3 clusters Score -355596.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -355608.500000 Penalty: 2817.722168
	Iteration 23Q: 3 clusters Score -355608.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -355618.968750 Penalty: 2817.722168
	Iteration 24Q: 3 clusters Score -355619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -355627.281250 Penalty: 2817.722168
	Iteration 25Q: 3 clusters Score -355627.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -355632.062500 Penalty: 2817.722168
	Iteration 26Q: 3 clusters Score -355632.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -355639.593750 Penalty: 2817.722168
	Iteration 27Q: 3 clusters Score -355639.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -355646.937500 Penalty: 2817.722168
	Iteration 28Q: 3 clusters Score -355646.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -355655.375000 Penalty: 2817.722168
	Iteration 29Q: 3 clusters Score -355655.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -355661.656250 Penalty: 2817.722168
	Iteration 30Q: 3 clusters Score -355661.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -355667.031250 Penalty: 2817.722168
	Iteration 31Q: 3 clusters Score -355667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -355669.937500 Penalty: 2817.722168
	Iteration 32Q: 3 clusters Score -355669.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -355674.625000 Penalty: 2817.722168
	Iteration 33Q: 3 clusters Score -355674.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -355679.000000 Penalty: 2817.722168
	Iteration 34Q: 3 clusters Score -355679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -355679.031250 Penalty: 2817.722168
	Iteration 35Q: 3 clusters Score -355679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -355679.531250 Penalty: 2817.722168
	Iteration 36Q: 3 clusters Score -355679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -355681.937500 Penalty: 2817.722168
	Iteration 37Q: 3 clusters Score -355681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -355681.562500 Penalty: 2817.722168
	Iteration 38Q: 3 clusters Score -355681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -355683.125000 Penalty: 2817.722168
	Iteration 39Q: 3 clusters Score -355683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -355683.281250 Penalty: 2817.722168
	Iteration 40F: 3 clusters Score -355683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -355683.281250 Penalty: 2817.722168
	Iteration 41Q: 3 clusters Score -355683.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -355683.281250 Penalty: 2817.722168
	Iteration 42F: 3 clusters Score -355683.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Entering Unmasked Estep 
Score: -198244.656250 Penalty: 1324.169434
	Iteration 0F: 2 clusters Score -198244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -195227.343750 Penalty: 2648.338867
	Iteration 0F: 3 clusters Score -195227.3 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -195967.078125 Penalty: 2648.338867
	Iteration 1F: 3 clusters Score -195967.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -196118.500000 Penalty: 2648.338867
	Iteration 2F: 3 clusters Score -196118.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -196211.046875 Penalty: 2648.338867
	Iteration 3Q: 3 clusters Score -196211 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -196274.687500 Penalty: 2648.338867
	Iteration 4Q: 3 clusters Score -196274.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -196324.453125 Penalty: 2648.338867
	Iteration 5Q: 3 clusters Score -196324.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -196387.421875 Penalty: 2648.338867
	Iteration 6Q: 3 clusters Score -196387.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -196443.203125 Penalty: 2648.338867
	Iteration 7Q: 3 clusters Score -196443.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -196499.468750 Penalty: 2648.338867
	Iteration 8Q: 3 clusters Score -196499.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -196559.218750 Penalty: 2648.338867
	Iteration 9Q: 3 clusters Score -196559.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -196624.750000 Penalty: 2648.338867
	Iteration 10Q: 3 clusters Score -196624.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -196689.796875 Penalty: 2648.338867
	Iteration 11Q: 3 clusters Score -196689.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -196765.390625 Penalty: 2648.338867
	Iteration 12Q: 3 clusters Score -196765.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -196854.718750 Penalty: 2648.338867
	Iteration 13Q: 3 clusters Score -196854.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -196963.203125 Penalty: 2648.338867
	Iteration 14Q: 3 clusters Score -196963.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -197063.546875 Penalty: 2648.338867
	Iteration 15Q: 3 clusters Score -197063.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -197151.937500 Penalty: 2648.338867
	Iteration 16Q: 3 clusters Score -197151.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -197229.343750 Penalty: 2648.338867
	Iteration 17Q: 3 clusters Score -197229.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -197282.000000 Penalty: 2648.338867
	Iteration 18Q: 3 clusters Score -197282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -197313.750000 Penalty: 2648.338867
	Iteration 19Q: 3 clusters Score -197313.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -197338.062500 Penalty: 2648.338867
	Iteration 20F: 3 clusters Score -197338.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -197360.187500 Penalty: 2648.338867
	Iteration 21Q: 3 clusters Score -197360.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -197371.281250 Penalty: 2648.338867
	Iteration 22Q: 3 clusters Score -197371.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -197379.859375 Penalty: 2648.338867
	Iteration 23Q: 3 clusters Score -197379.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -197383.578125 Penalty: 2648.338867
	Iteration 24Q: 3 clusters Score -197383.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -197385.625000 Penalty: 2648.338867
	Iteration 25Q: 3 clusters Score -197385.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -197386.796875 Penalty: 2648.338867
	Iteration 26Q: 3 clusters Score -197386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -197387.890625 Penalty: 2648.338867
	Iteration 27Q: 3 clusters Score -197387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -197393.062500 Penalty: 2648.338867
	Iteration 28Q: 3 clusters Score -197393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -197394.359375 Penalty: 2648.338867
	Iteration 29Q: 3 clusters Score -197394.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -197395.859375 Penalty: 2648.338867
	Iteration 30Q: 3 clusters Score -197395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -197397.843750 Penalty: 2648.338867
	Iteration 31Q: 3 clusters Score -197397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -197399.718750 Penalty: 2648.338867
	Iteration 32Q: 3 clusters Score -197399.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -197402.734375 Penalty: 2648.338867
	Iteration 33Q: 3 clusters Score -197402.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -197405.437500 Penalty: 2648.338867
	Iteration 34Q: 3 clusters Score -197405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -197407.062500 Penalty: 2648.338867
	Iteration 35Q: 3 clusters Score -197407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -197408.078125 Penalty: 2648.338867
	Iteration 36Q: 3 clusters Score -197408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -197409.000000 Penalty: 2648.338867
	Iteration 37Q: 3 clusters Score -197409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -197409.906250 Penalty: 2648.338867
	Iteration 38Q: 3 clusters Score -197409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -197410.203125 Penalty: 2648.338867
	Iteration 39Q: 3 clusters Score -197410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -197410.687500 Penalty: 2648.338867
	Iteration 40F: 3 clusters Score -197410.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Entering Unmasked Estep 
Score: -821688.875000 Penalty: 1540.968506
	Iteration 0F: 2 clusters Score -821688.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -812546.625000 Penalty: 3081.937012
	Iteration 0F: 3 clusters Score -812546.6 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -815696.187500 Penalty: 3081.937012
	Iteration 1F: 3 clusters Score -815696.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -815945.312500 Penalty: 3081.937012
	Iteration 2Q: 3 clusters Score -815945.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -816187.062500 Penalty: 3081.937012
	Iteration 3Q: 3 clusters Score -816187.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -816438.062500 Penalty: 3081.937012
	Iteration 4Q: 3 clusters Score -816438.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -816735.750000 Penalty: 3081.937012
	Iteration 5Q: 3 clusters Score -816735.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -817097.250000 Penalty: 3081.937012
	Iteration 6F: 3 clusters Score -817097.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -817567.500000 Penalty: 3081.937012
	Iteration 7F: 3 clusters Score -817567.5 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -818148.437500 Penalty: 3081.937012
	Iteration 8F: 3 clusters Score -818148.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -818737.187500 Penalty: 3081.937012
	Iteration 9F: 3 clusters Score -818737.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -819272.687500 Penalty: 3081.937012
	Iteration 10Q: 3 clusters Score -819272.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -819687.687500 Penalty: 3081.937012
	Iteration 11Q: 3 clusters Score -819687.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -819952.437500 Penalty: 3081.937012
	Iteration 12Q: 3 clusters Score -819952.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -820108.875000 Penalty: 3081.937012
	Iteration 13Q: 3 clusters Score -820108.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -820201.000000 Penalty: 3081.937012
	Iteration 14Q: 3 clusters Score -820201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -820264.062500 Penalty: 3081.937012
	Iteration 15Q: 3 clusters Score -820264.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -820290.437500 Penalty: 3081.937012
	Iteration 16Q: 3 clusters Score -820290.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -820307.187500 Penalty: 3081.937012
	Iteration 17Q: 3 clusters Score -820307.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -820320.375000 Penalty: 3081.937012
	Iteration 18Q: 3 clusters Score -820320.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -820327.500000 Penalty: 3081.937012
	Iteration 19Q: 3 clusters Score -820327.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -820335.000000 Penalty: 3081.937012
	Iteration 20F: 3 clusters Score -820335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -820341.187500 Penalty: 3081.937012
	Iteration 21Q: 3 clusters Score -820341.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -820343.937500 Penalty: 3081.937012
	Iteration 22Q: 3 clusters Score -820343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -820345.000000 Penalty: 3081.937012
	Iteration 23Q: 3 clusters Score -820345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -820350.562500 Penalty: 3081.937012
	Iteration 24Q: 3 clusters Score -820350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -820352.625000 Penalty: 3081.937012
	Iteration 25Q: 3 clusters Score -820352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -820358.875000 Penalty: 3081.937012
	Iteration 26Q: 3 clusters Score -820358.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -820363.750000 Penalty: 3081.937012
	Iteration 27Q: 3 clusters Score -820363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -820365.375000 Penalty: 3081.937012
	Iteration 28Q: 3 clusters Score -820365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -820369.125000 Penalty: 3081.937012
	Iteration 29Q: 3 clusters Score -820369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -820371.187500 Penalty: 3081.937012
	Iteration 30Q: 3 clusters Score -820371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -820373.500000 Penalty: 3081.937012
	Iteration 31Q: 3 clusters Score -820373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -820373.375000 Penalty: 3081.937012
	Iteration 32Q: 3 clusters Score -820373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -820374.562500 Penalty: 3081.937012
	Iteration 33Q: 3 clusters Score -820374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -820375.500000 Penalty: 3081.937012
	Iteration 34Q: 3 clusters Score -820375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -820377.062500 Penalty: 3081.937012
	Iteration 35Q: 3 clusters Score -820377.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -820377.062500 Penalty: 3081.937012
	Iteration 36F: 3 clusters Score -820377.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Entering Unmasked Estep 
Score: -424854.281250 Penalty: 1440.865234
	Iteration 0F: 2 clusters Score -424854.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -419533.625000 Penalty: 2881.730469
	Iteration 0F: 3 clusters Score -419533.6 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -421119.531250 Penalty: 2881.730469
	Iteration 1F: 3 clusters Score -421119.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -421375.562500 Penalty: 2881.730469
	Iteration 2F: 3 clusters Score -421375.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -421595.968750 Penalty: 2881.730469
	Iteration 3F: 3 clusters Score -421596 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -421766.312500 Penalty: 2881.730469
	Iteration 4Q: 3 clusters Score -421766.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -421870.812500 Penalty: 2881.730469
	Iteration 5Q: 3 clusters Score -421870.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -421973.250000 Penalty: 2881.730469
	Iteration 6Q: 3 clusters Score -421973.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -422064.718750 Penalty: 2881.730469
	Iteration 7Q: 3 clusters Score -422064.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -422156.531250 Penalty: 2881.730469
	Iteration 8Q: 3 clusters Score -422156.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -422250.406250 Penalty: 2881.730469
	Iteration 9Q: 3 clusters Score -422250.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -422347.343750 Penalty: 2881.730469
	Iteration 10Q: 3 clusters Score -422347.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -422455.281250 Penalty: 2881.730469
	Iteration 11Q: 3 clusters Score -422455.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -422570.906250 Penalty: 2881.730469
	Iteration 12Q: 3 clusters Score -422570.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -422691.656250 Penalty: 2881.730469
	Iteration 13Q: 3 clusters Score -422691.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -422844.250000 Penalty: 2881.730469
	Iteration 14Q: 3 clusters Score -422844.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -423014.687500 Penalty: 2881.730469
	Iteration 15Q: 3 clusters Score -423014.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -423152.687500 Penalty: 2881.730469
	Iteration 16Q: 3 clusters Score -423152.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -423288.625000 Penalty: 2881.730469
	Iteration 17Q: 3 clusters Score -423288.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -423410.125000 Penalty: 2881.730469
	Iteration 18Q: 3 clusters Score -423410.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -423499.281250 Penalty: 2881.730469
	Iteration 19Q: 3 clusters Score -423499.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -423559.593750 Penalty: 2881.730469
	Iteration 20F: 3 clusters Score -423559.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -423603.562500 Penalty: 2881.730469
	Iteration 21Q: 3 clusters Score -423603.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -423636.687500 Penalty: 2881.730469
	Iteration 22Q: 3 clusters Score -423636.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -423659.250000 Penalty: 2881.730469
	Iteration 23Q: 3 clusters Score -423659.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -423678.656250 Penalty: 2881.730469
	Iteration 24Q: 3 clusters Score -423678.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -423696.187500 Penalty: 2881.730469
	Iteration 25Q: 3 clusters Score -423696.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -423713.375000 Penalty: 2881.730469
	Iteration 26Q: 3 clusters Score -423713.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -423729.000000 Penalty: 2881.730469
	Iteration 27Q: 3 clusters Score -423729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -423740.406250 Penalty: 2881.730469
	Iteration 28Q: 3 clusters Score -423740.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -423750.312500 Penalty: 2881.730469
	Iteration 29Q: 3 clusters Score -423750.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -423759.281250 Penalty: 2881.730469
	Iteration 30Q: 3 clusters Score -423759.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -423768.437500 Penalty: 2881.730469
	Iteration 31Q: 3 clusters Score -423768.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -423777.656250 Penalty: 2881.730469
	Iteration 32Q: 3 clusters Score -423777.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -423785.593750 Penalty: 2881.730469
	Iteration 33Q: 3 clusters Score -423785.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -423793.312500 Penalty: 2881.730469
	Iteration 34Q: 3 clusters Score -423793.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -423802.156250 Penalty: 2881.730469
	Iteration 35Q: 3 clusters Score -423802.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -423814.875000 Penalty: 2881.730469
	Iteration 36Q: 3 clusters Score -423814.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -423828.812500 Penalty: 2881.730469
	Iteration 37Q: 3 clusters Score -423828.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -423838.156250 Penalty: 2881.730469
	Iteration 38Q: 3 clusters Score -423838.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -423844.843750 Penalty: 2881.730469
	Iteration 39Q: 3 clusters Score -423844.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -423851.843750 Penalty: 2881.730469
	Iteration 40F: 3 clusters Score -423851.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -423860.656250 Penalty: 2881.730469
	Iteration 41Q: 3 clusters Score -423860.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -423868.093750 Penalty: 2881.730469
	Iteration 42Q: 3 clusters Score -423868.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -423873.593750 Penalty: 2881.730469
	Iteration 43Q: 3 clusters Score -423873.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -423877.750000 Penalty: 2881.730469
	Iteration 44Q: 3 clusters Score -423877.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -423879.375000 Penalty: 2881.730469
	Iteration 45Q: 3 clusters Score -423879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -423880.812500 Penalty: 2881.730469
	Iteration 46Q: 3 clusters Score -423880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -423881.718750 Penalty: 2881.730469
	Iteration 47Q: 3 clusters Score -423881.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -423883.156250 Penalty: 2881.730469
	Iteration 48Q: 3 clusters Score -423883.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -423885.250000 Penalty: 2881.730469
	Iteration 49Q: 3 clusters Score -423885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -423886.593750 Penalty: 2881.730469
	Iteration 50Q: 3 clusters Score -423886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -423887.468750 Penalty: 2881.730469
	Iteration 51Q: 3 clusters Score -423887.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -423888.750000 Penalty: 2881.730469
	Iteration 52Q: 3 clusters Score -423888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -423889.093750 Penalty: 2881.730469
	Iteration 53Q: 3 clusters Score -423889.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -423888.937500 Penalty: 2881.730469
	Iteration 54Q: 3 clusters Score -423888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -423888.937500 Penalty: 2881.730469
	Iteration 55F: 3 clusters Score -423888.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -132339.359375 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -132339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -129907.195312 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -129907.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -130582.500000 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -130582.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -130846.023438 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -130846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -131056.351562 Penalty: 2556.435547
	Iteration 3F: 3 clusters Score -131056.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -131258.187500 Penalty: 2556.435547
	Iteration 4F: 3 clusters Score -131258.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -131401.953125 Penalty: 2556.435547
	Iteration 5F: 3 clusters Score -131402 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -131470.953125 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -131471 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -131509.703125 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -131509.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -131531.593750 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -131531.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -131555.421875 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -131555.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -131582.265625 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -131582.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -131600.703125 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -131600.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -131617.921875 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -131617.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -131632.640625 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -131632.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -131643.750000 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -131643.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -131651.390625 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -131651.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -131659.343750 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -131659.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -131665.953125 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -131666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -131671.296875 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -131671.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -131674.906250 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -131674.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -131678.796875 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -131678.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -131683.062500 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -131683.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -131689.093750 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -131689.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -131695.953125 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -131696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -131699.921875 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -131699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -131702.156250 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -131702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -131704.734375 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -131704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -131706.671875 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -131706.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -131708.593750 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -131708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -131709.328125 Penalty: 2556.435547
	Iteration 29Q: 3 clusters Score -131709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -131710.265625 Penalty: 2556.435547
	Iteration 30Q: 3 clusters Score -131710.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -131713.875000 Penalty: 2556.435547
	Iteration 31Q: 3 clusters Score -131713.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -131719.093750 Penalty: 2556.435547
	Iteration 32Q: 3 clusters Score -131719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -131722.265625 Penalty: 2556.435547
	Iteration 33Q: 3 clusters Score -131722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -131723.609375 Penalty: 2556.435547
	Iteration 34Q: 3 clusters Score -131723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -131724.578125 Penalty: 2556.435547
	Iteration 35Q: 3 clusters Score -131724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -131724.718750 Penalty: 2556.435547
	Iteration 36Q: 3 clusters Score -131724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -131724.718750 Penalty: 2556.435547
	Iteration 37F: 3 clusters Score -131724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Entering Unmasked Estep 
Score: -1593830.125000 Penalty: 1647.952148
	Iteration 0F: 2 clusters Score -1593830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1576618.250000 Penalty: 3295.904297
	Iteration 0F: 3 clusters Score -1576618 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1582994.375000 Penalty: 3295.904297
	Iteration 1F: 3 clusters Score -1582994 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1583320.250000 Penalty: 3295.904297
	Iteration 2Q: 3 clusters Score -1583320 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1583653.250000 Penalty: 3295.904297
	Iteration 3Q: 3 clusters Score -1583653 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1584032.375000 Penalty: 3295.904297
	Iteration 4Q: 3 clusters Score -1584032 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1584471.500000 Penalty: 3295.904297
	Iteration 5Q: 3 clusters Score -1584472 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1585092.500000 Penalty: 3295.904297
	Iteration 6Q: 3 clusters Score -1585092 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1585870.375000 Penalty: 3295.904297
	Iteration 7F: 3 clusters Score -1585870 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1586787.125000 Penalty: 3295.904297
	Iteration 8F: 3 clusters Score -1586787 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 12179 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 12324 members 
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Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12499 members 
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Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12669 members 
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Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12840 members 
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Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12998 members 
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Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 13137 members 
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Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 13249 members 
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Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 13361 members 
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Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 13495 members 
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Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 13611 members 
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Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 13734 members 
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Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 13857 members 
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Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 13966 members 
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Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 14086 members 
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Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 14195 members 
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Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 14293 members 
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Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 14382 members 
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Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 14480 members 
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Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 14584 members 
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Mstep: Class 2 contains 14687 members 
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Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 14811 members 
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Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 14933 members 
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Mstep: Class 2 contains 15066 members 
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Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 15209 members 
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Mstep: Class 1 contains 10028 members 
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Mstep: Class 2 contains 15474 members 
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Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 15619 members 
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Mstep: Class 1 contains 9590 members 
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Mstep: Class 1 contains 9423 members 
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Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 16113 members 
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Mstep: Class 1 contains 7718 members 
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Mstep: Class 1 contains 7225 members 
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Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 18417 members 
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Mstep: Class 1 contains 6670 members 
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Mstep: Class 1 contains 6392 members 
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Mstep: Class 1 contains 6095 members 
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Mstep: Class 1 contains 5794 members 
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Mstep: Class 2 contains 19865 members 
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Mstep: Class 1 contains 4972 members 
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Mstep: Class 1 contains 4736 members 
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Mstep: Class 1 contains 4521 members 
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	Iteration 61Q: 3 clusters Score -1591404 nChanged 182
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Mstep: Class 1 contains 3596 members 
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Mstep: Class 1 contains 3275 members 
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Mstep: Class 1 contains 3119 members 
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Mstep: Class 1 contains 2966 members 
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Mstep: Class 1 contains 2808 members 
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Mstep: Class 1 contains 2667 members 
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Mstep: Class 1 contains 2520 members 
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Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 22994 members 
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	Iteration 72Q: 3 clusters Score -1591940 nChanged 137
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Mstep: Class 1 contains 2237 members 
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Mstep: Class 1 contains 1803 members 
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	Iteration 79Q: 3 clusters Score -1592180 nChanged 64
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Mstep: Class 1 contains 1586 members 
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	Iteration 81Q: 3 clusters Score -1592218 nChanged 46
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Mstep: Class 1 contains 1483 members 
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	Iteration 82Q: 3 clusters Score -1592225 nChanged 45
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Mstep: Class 1 contains 1390 members 
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	Iteration 84Q: 3 clusters Score -1592253 nChanged 37
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	Iteration 86Q: 3 clusters Score -1592274 nChanged 48
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Mstep: Class 1 contains 1272 members 
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Mstep: Class 1 contains 1198 members 
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	Iteration 89Q: 3 clusters Score -1592314 nChanged 18
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Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24188 members 
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Mstep: Class 1 contains 1154 members 
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	Iteration 91Q: 3 clusters Score -1592321 nChanged 17
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Mstep: Class 1 contains 1137 members 
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	Iteration 92Q: 3 clusters Score -1592324 nChanged 19
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	Iteration 93Q: 3 clusters Score -1592333 nChanged 15
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	Iteration 94Q: 3 clusters Score -1592340 nChanged 13
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Mstep: Class 1 contains 1090 members 
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	Iteration 95Q: 3 clusters Score -1592339 nChanged 18
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	Iteration 96Q: 3 clusters Score -1592340 nChanged 10
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Mstep: Class 1 contains 1062 members 
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	Iteration 97Q: 3 clusters Score -1592346 nChanged 17
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	Iteration 98Q: 3 clusters Score -1592351 nChanged 18
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Mstep: Class 1 contains 1027 members 
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	Iteration 99Q: 3 clusters Score -1592356 nChanged 14
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Mstep: Class 1 contains 1013 members 
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	Iteration 100F: 3 clusters Score -1592359 nChanged 15
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Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 24370 members 
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	Iteration 101Q: 3 clusters Score -1592368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -1592370.125000 Penalty: 3295.904297
	Iteration 102Q: 3 clusters Score -1592370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -1592370.750000 Penalty: 3295.904297
	Iteration 103Q: 3 clusters Score -1592371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -1592378.000000 Penalty: 3295.904297
	Iteration 104Q: 3 clusters Score -1592378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -1592388.250000 Penalty: 3295.904297
	Iteration 105Q: 3 clusters Score -1592388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -1592390.125000 Penalty: 3295.904297
	Iteration 106Q: 3 clusters Score -1592390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1592396.500000 Penalty: 3295.904297
	Iteration 107Q: 3 clusters Score -1592396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -1592401.750000 Penalty: 3295.904297
	Iteration 108Q: 3 clusters Score -1592402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -1592405.500000 Penalty: 3295.904297
	Iteration 109Q: 3 clusters Score -1592406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -1592410.250000 Penalty: 3295.904297
	Iteration 110Q: 3 clusters Score -1592410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -1592411.375000 Penalty: 3295.904297
	Iteration 111Q: 3 clusters Score -1592411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -1592418.125000 Penalty: 3295.904297
	Iteration 112Q: 3 clusters Score -1592418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -1592419.000000 Penalty: 3295.904297
	Iteration 113Q: 3 clusters Score -1592419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -1592425.125000 Penalty: 3295.904297
	Iteration 114Q: 3 clusters Score -1592425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -1592427.000000 Penalty: 3295.904297
	Iteration 115Q: 3 clusters Score -1592427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -1592427.875000 Penalty: 3295.904297
	Iteration 116Q: 3 clusters Score -1592428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -1592425.750000 Penalty: 3295.904297
	Iteration 117Q: 3 clusters Score -1592426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -1592430.000000 Penalty: 3295.904297
	Iteration 118Q: 3 clusters Score -1592430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -1592432.375000 Penalty: 3295.904297
	Iteration 119Q: 3 clusters Score -1592432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -1592430.875000 Penalty: 3295.904297
	Iteration 120F: 3 clusters Score -1592431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Entering Unmasked Estep 
Score: -722437.375000 Penalty: 1519.349121
	Iteration 0F: 2 clusters Score -722437.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -714321.937500 Penalty: 3038.698242
	Iteration 0F: 3 clusters Score -714321.9 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -716953.750000 Penalty: 3038.698242
	Iteration 1F: 3 clusters Score -716953.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -717221.937500 Penalty: 3038.698242
	Iteration 2F: 3 clusters Score -717221.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -717480.187500 Penalty: 3038.698242
	Iteration 3F: 3 clusters Score -717480.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -717768.562500 Penalty: 3038.698242
	Iteration 4Q: 3 clusters Score -717768.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -718079.250000 Penalty: 3038.698242
	Iteration 5F: 3 clusters Score -718079.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -718441.812500 Penalty: 3038.698242
	Iteration 6F: 3 clusters Score -718441.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -718871.062500 Penalty: 3038.698242
	Iteration 7F: 3 clusters Score -718871.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -719309.500000 Penalty: 3038.698242
	Iteration 8F: 3 clusters Score -719309.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -719728.062500 Penalty: 3038.698242
	Iteration 9F: 3 clusters Score -719728.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -720067.312500 Penalty: 3038.698242
	Iteration 10Q: 3 clusters Score -720067.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -720315.750000 Penalty: 3038.698242
	Iteration 11Q: 3 clusters Score -720315.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -720504.125000 Penalty: 3038.698242
	Iteration 12Q: 3 clusters Score -720504.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -720661.937500 Penalty: 3038.698242
	Iteration 13Q: 3 clusters Score -720661.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -720801.875000 Penalty: 3038.698242
	Iteration 14Q: 3 clusters Score -720801.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -720907.250000 Penalty: 3038.698242
	Iteration 15Q: 3 clusters Score -720907.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -720995.500000 Penalty: 3038.698242
	Iteration 16Q: 3 clusters Score -720995.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -721059.187500 Penalty: 3038.698242
	Iteration 17Q: 3 clusters Score -721059.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -721109.125000 Penalty: 3038.698242
	Iteration 18Q: 3 clusters Score -721109.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -721143.062500 Penalty: 3038.698242
	Iteration 19Q: 3 clusters Score -721143.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -721178.250000 Penalty: 3038.698242
	Iteration 20F: 3 clusters Score -721178.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -721219.500000 Penalty: 3038.698242
	Iteration 21Q: 3 clusters Score -721219.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -721250.062500 Penalty: 3038.698242
	Iteration 22Q: 3 clusters Score -721250.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -721284.437500 Penalty: 3038.698242
	Iteration 23Q: 3 clusters Score -721284.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -721313.875000 Penalty: 3038.698242
	Iteration 24Q: 3 clusters Score -721313.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -721341.437500 Penalty: 3038.698242
	Iteration 25Q: 3 clusters Score -721341.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -721372.812500 Penalty: 3038.698242
	Iteration 26Q: 3 clusters Score -721372.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -721396.000000 Penalty: 3038.698242
	Iteration 27Q: 3 clusters Score -721396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -721416.812500 Penalty: 3038.698242
	Iteration 28Q: 3 clusters Score -721416.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -721426.125000 Penalty: 3038.698242
	Iteration 29Q: 3 clusters Score -721426.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -721438.437500 Penalty: 3038.698242
	Iteration 30Q: 3 clusters Score -721438.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -721447.500000 Penalty: 3038.698242
	Iteration 31Q: 3 clusters Score -721447.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -721460.312500 Penalty: 3038.698242
	Iteration 32Q: 3 clusters Score -721460.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -721468.312500 Penalty: 3038.698242
	Iteration 33Q: 3 clusters Score -721468.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -721475.125000 Penalty: 3038.698242
	Iteration 34Q: 3 clusters Score -721475.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -721484.437500 Penalty: 3038.698242
	Iteration 35Q: 3 clusters Score -721484.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -721492.250000 Penalty: 3038.698242
	Iteration 36Q: 3 clusters Score -721492.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -721496.687500 Penalty: 3038.698242
	Iteration 37Q: 3 clusters Score -721496.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -721503.500000 Penalty: 3038.698242
	Iteration 38Q: 3 clusters Score -721503.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -721513.437500 Penalty: 3038.698242
	Iteration 39Q: 3 clusters Score -721513.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -721517.312500 Penalty: 3038.698242
	Iteration 40F: 3 clusters Score -721517.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -721522.937500 Penalty: 3038.698242
	Iteration 41Q: 3 clusters Score -721522.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -721526.937500 Penalty: 3038.698242
	Iteration 42Q: 3 clusters Score -721526.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -721530.187500 Penalty: 3038.698242
	Iteration 43Q: 3 clusters Score -721530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -721530.250000 Penalty: 3038.698242
	Iteration 44Q: 3 clusters Score -721530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -721532.250000 Penalty: 3038.698242
	Iteration 45Q: 3 clusters Score -721532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -721533.250000 Penalty: 3038.698242
	Iteration 46Q: 3 clusters Score -721533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -721533.875000 Penalty: 3038.698242
	Iteration 47Q: 3 clusters Score -721533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -721532.750000 Penalty: 3038.698242
	Iteration 48Q: 3 clusters Score -721532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -721532.875000 Penalty: 3038.698242
	Iteration 49Q: 3 clusters Score -721532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -721533.875000 Penalty: 3038.698242
	Iteration 50Q: 3 clusters Score -721533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -721533.875000 Penalty: 3038.698242
	Iteration 51F: 3 clusters Score -721533.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (160926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160926 members 
Entering Unmasked Estep 
Score: -9788577.000000 Penalty: 1948.163696
	Iteration 0F: 2 clusters Score -9788577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -9680707.000000 Penalty: 3896.327393
	Iteration 0F: 3 clusters Score -9680707 nChanged 77684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
Score: -9728001.000000 Penalty: 3896.327393
	Iteration 1F: 3 clusters Score -9728001 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -9730030.000000 Penalty: 3896.327393
	Iteration 2Q: 3 clusters Score -9730030 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -9732791.000000 Penalty: 3896.327393
	Iteration 3Q: 3 clusters Score -9732791 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -9736470.000000 Penalty: 3896.327393
	Iteration 4Q: 3 clusters Score -9736470 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -9741446.000000 Penalty: 3896.327393
	Iteration 5F: 3 clusters Score -9741446 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -9748531.000000 Penalty: 3896.327393
	Iteration 6F: 3 clusters Score -9748531 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -9756921.000000 Penalty: 3896.327393
	Iteration 7F: 3 clusters Score -9756921 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -9763824.000000 Penalty: 3896.327393
	Iteration 8F: 3 clusters Score -9763824 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -9767460.000000 Penalty: 3896.327393
	Iteration 9Q: 3 clusters Score -9767460 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -9768952.000000 Penalty: 3896.327393
	Iteration 10Q: 3 clusters Score -9768952 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 72321 members 
Entering Unmasked Estep 
Score: -9769849.000000 Penalty: 3896.327393
	Iteration 11Q: 3 clusters Score -9769849 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -9770361.000000 Penalty: 3896.327393
	Iteration 12Q: 3 clusters Score -9770361 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -9770735.000000 Penalty: 3896.327393
	Iteration 13Q: 3 clusters Score -9770735 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -9771045.000000 Penalty: 3896.327393
	Iteration 14Q: 3 clusters Score -9771045 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -9771366.000000 Penalty: 3896.327393
	Iteration 15Q: 3 clusters Score -9771366 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -9771558.000000 Penalty: 3896.327393
	Iteration 16Q: 3 clusters Score -9771558 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -9771767.000000 Penalty: 3896.327393
	Iteration 17Q: 3 clusters Score -9771767 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9771978 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9772086 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9772233 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9772351 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9772491 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 68247 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9772628 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9772750 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9772850 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9772975 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9772986 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94466 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9773063 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9773128 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9773266 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9773396 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96640 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9773446 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97320 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9773652 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9773737 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9773890 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9774044 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9774147 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -9774245.000000 Penalty: 3896.327393
	Iteration 38Q: 3 clusters Score -9774245 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9774410 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9774607 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9774852 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105469 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9775008 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9775272 nChanged 1294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9775555 nChanged 1378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109213 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9775799 nChanged 1419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110596 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9776144 nChanged 1498
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Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9776486 nChanged 1562
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9776844 nChanged 1602
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115182 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9777265 nChanged 1655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116815 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9777704 nChanged 1694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9778162 nChanged 1700
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120147 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9778602 nChanged 1748
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Mstep: Class 1 contains 121877 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9779189 nChanged 1829
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123686 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9779729 nChanged 1916
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125562 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9780433 nChanged 1935
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Mstep: Class 1 contains 127437 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9781219 nChanged 1933
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Mstep: Class 1 contains 129282 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9782119 nChanged 1950
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Mstep: Class 1 contains 131144 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9783111 nChanged 1960
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Mstep: Class 1 contains 132954 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9784435 nChanged 1934
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Mstep: Class 1 contains 134680 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9785840 nChanged 1829
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136211 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9787214 nChanged 1647
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Mstep: Class 1 contains 137450 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9788199 nChanged 1401
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Mstep: Class 1 contains 138461 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9788852 nChanged 1128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9789265 nChanged 865
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140012 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9789494 nChanged 693
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140633 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9789677 nChanged 574
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Mstep: Class 1 contains 141187 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9789777 nChanged 484
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Mstep: Class 1 contains 141661 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9789859 nChanged 408
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Mstep: Class 1 contains 142061 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9789915 nChanged 391
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Mstep: Class 1 contains 142448 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9789973 nChanged 367
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Mstep: Class 1 contains 142809 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9789974 nChanged 304
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Mstep: Class 1 contains 143107 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9789984 nChanged 277
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Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9790053 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143632 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9790059 nChanged 234
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Mstep: Class 1 contains 143864 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9790089 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9790066 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144248 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9790061 nChanged 165
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Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9790087 nChanged 143
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Mstep: Class 1 contains 144554 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9790109 nChanged 136
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Mstep: Class 1 contains 144690 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9790110 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144807 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -9790111.000000 Penalty: 3896.327393
	Iteration 81Q: 3 clusters Score -9790111 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144913 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9790136 nChanged 87
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Mstep: Class 1 contains 145000 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9790126 nChanged 80
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Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9790126 nChanged 78
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Mstep: Class 1 contains 145158 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9790152 nChanged 85
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Mstep: Class 1 contains 145243 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9790141 nChanged 82
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Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9790142 nChanged 79
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9790162 nChanged 77
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9790159 nChanged 77
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Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9790151 nChanged 77
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9790141 nChanged 81
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9790126 nChanged 63
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Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9790137 nChanged 61
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9790149 nChanged 63
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9790166 nChanged 60
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9790161 nChanged 59
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9790190 nChanged 49
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9790206 nChanged 35
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9790220 nChanged 19
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Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9790220 nChanged 12
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9790225 nChanged 9
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	Iteration 102Q: 3 clusters Score -9790219 nChanged 6
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	Iteration 103Q: 3 clusters Score -9790219 nChanged 5
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	Iteration 104Q: 3 clusters Score -9790225 nChanged 6
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9790227 nChanged 7
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	Iteration 106Q: 3 clusters Score -9790216 nChanged 3
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	Iteration 107Q: 3 clusters Score -9790220 nChanged 6
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	Iteration 108Q: 3 clusters Score -9790227 nChanged 3
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	Iteration 109Q: 3 clusters Score -9790219 nChanged 1
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	Iteration 110Q: 3 clusters Score -9790215 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146174 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -9790223.000000 Penalty: 3896.327393
	Iteration 111Q: 3 clusters Score -9790223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146174 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -9790223.000000 Penalty: 3896.327393
	Iteration 112F: 3 clusters Score -9790223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 100253 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 26891 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 9650 members 
Mstep: Class 8 contains 5538 members 
Mstep: Class 9 contains 29628 members 
Mstep: Class 10 contains 7023 members 
Mstep: Class 11 contains 5825 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 13133 members 
Mstep: Class 14 contains 7093 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 25368 members 
Mstep: Class 17 contains 11497 members 
Mstep: Class 18 contains 146174 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 4522 members 
Mstep: Class 21 contains 6629 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 14752 members 
Entering Unmasked Estep 
Score: -26958690.000000 Penalty: 48720.890625
Splitting cluster 18 changes total score from -26957156.000000 to -26958690.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (5970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Entering Unmasked Estep 
Score: -352633.906250 Penalty: 1412.856567
	Iteration 0F: 2 clusters Score -352633.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -348031.531250 Penalty: 2825.713135
	Iteration 0F: 3 clusters Score -348031.5 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -349376.937500 Penalty: 2825.713135
	Iteration 1F: 3 clusters Score -349376.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -349642.093750 Penalty: 2825.713135
	Iteration 2F: 3 clusters Score -349642.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -349869.781250 Penalty: 2825.713135
	Iteration 3F: 3 clusters Score -349869.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -350043.031250 Penalty: 2825.713135
	Iteration 4Q: 3 clusters Score -350043 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -350209.937500 Penalty: 2825.713135
	Iteration 5Q: 3 clusters Score -350209.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -350362.906250 Penalty: 2825.713135
	Iteration 6Q: 3 clusters Score -350362.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -350481.968750 Penalty: 2825.713135
	Iteration 7Q: 3 clusters Score -350482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -350596.843750 Penalty: 2825.713135
	Iteration 8Q: 3 clusters Score -350596.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -350698.437500 Penalty: 2825.713135
	Iteration 9Q: 3 clusters Score -350698.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -350810.031250 Penalty: 2825.713135
	Iteration 10Q: 3 clusters Score -350810 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -350908.031250 Penalty: 2825.713135
	Iteration 11Q: 3 clusters Score -350908 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -350997.093750 Penalty: 2825.713135
	Iteration 12Q: 3 clusters Score -350997.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -351065.375000 Penalty: 2825.713135
	Iteration 13Q: 3 clusters Score -351065.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -351114.843750 Penalty: 2825.713135
	Iteration 14Q: 3 clusters Score -351114.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -351147.468750 Penalty: 2825.713135
	Iteration 15Q: 3 clusters Score -351147.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -351170.406250 Penalty: 2825.713135
	Iteration 16Q: 3 clusters Score -351170.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -351191.500000 Penalty: 2825.713135
	Iteration 17Q: 3 clusters Score -351191.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -351203.718750 Penalty: 2825.713135
	Iteration 18Q: 3 clusters Score -351203.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -351217.000000 Penalty: 2825.713135
	Iteration 19Q: 3 clusters Score -351217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -351228.468750 Penalty: 2825.713135
	Iteration 20F: 3 clusters Score -351228.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -351239.031250 Penalty: 2825.713135
	Iteration 21Q: 3 clusters Score -351239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -351252.000000 Penalty: 2825.713135
	Iteration 22Q: 3 clusters Score -351252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -351265.468750 Penalty: 2825.713135
	Iteration 23Q: 3 clusters Score -351265.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -351279.187500 Penalty: 2825.713135
	Iteration 24Q: 3 clusters Score -351279.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -351292.937500 Penalty: 2825.713135
	Iteration 25Q: 3 clusters Score -351292.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -351305.437500 Penalty: 2825.713135
	Iteration 26Q: 3 clusters Score -351305.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -351319.031250 Penalty: 2825.713135
	Iteration 27Q: 3 clusters Score -351319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -351345.468750 Penalty: 2825.713135
	Iteration 28Q: 3 clusters Score -351345.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -351388.812500 Penalty: 2825.713135
	Iteration 29Q: 3 clusters Score -351388.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -351464.281250 Penalty: 2825.713135
	Iteration 30Q: 3 clusters Score -351464.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -351561.531250 Penalty: 2825.713135
	Iteration 31Q: 3 clusters Score -351561.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -351625.687500 Penalty: 2825.713135
	Iteration 32Q: 3 clusters Score -351625.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -351657.531250 Penalty: 2825.713135
	Iteration 33Q: 3 clusters Score -351657.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -351680.406250 Penalty: 2825.713135
	Iteration 34Q: 3 clusters Score -351680.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -351692.187500 Penalty: 2825.713135
	Iteration 35Q: 3 clusters Score -351692.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -351703.375000 Penalty: 2825.713135
	Iteration 36Q: 3 clusters Score -351703.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -351712.156250 Penalty: 2825.713135
	Iteration 37Q: 3 clusters Score -351712.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -351717.843750 Penalty: 2825.713135
	Iteration 38Q: 3 clusters Score -351717.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -351724.281250 Penalty: 2825.713135
	Iteration 39Q: 3 clusters Score -351724.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -351730.531250 Penalty: 2825.713135
	Iteration 40F: 3 clusters Score -351730.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -351737.625000 Penalty: 2825.713135
	Iteration 41Q: 3 clusters Score -351737.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -351745.500000 Penalty: 2825.713135
	Iteration 42Q: 3 clusters Score -351745.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -351755.656250 Penalty: 2825.713135
	Iteration 43Q: 3 clusters Score -351755.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -351764.656250 Penalty: 2825.713135
	Iteration 44Q: 3 clusters Score -351764.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -351771.375000 Penalty: 2825.713135
	Iteration 45Q: 3 clusters Score -351771.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -351777.218750 Penalty: 2825.713135
	Iteration 46Q: 3 clusters Score -351777.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -351781.875000 Penalty: 2825.713135
	Iteration 47Q: 3 clusters Score -351781.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -351783.125000 Penalty: 2825.713135
	Iteration 48Q: 3 clusters Score -351783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -351784.156250 Penalty: 2825.713135
	Iteration 49Q: 3 clusters Score -351784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -351785.218750 Penalty: 2825.713135
	Iteration 50Q: 3 clusters Score -351785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -351786.750000 Penalty: 2825.713135
	Iteration 51Q: 3 clusters Score -351786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -351788.281250 Penalty: 2825.713135
	Iteration 52Q: 3 clusters Score -351788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -351788.843750 Penalty: 2825.713135
	Iteration 53Q: 3 clusters Score -351788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -351789.406250 Penalty: 2825.713135
	Iteration 54Q: 3 clusters Score -351789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -351791.187500 Penalty: 2825.713135
	Iteration 55Q: 3 clusters Score -351791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -351790.906250 Penalty: 2825.713135
	Iteration 56Q: 3 clusters Score -351790.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -351791.156250 Penalty: 2825.713135
	Iteration 57Q: 3 clusters Score -351791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -351791.687500 Penalty: 2825.713135
	Iteration 58Q: 3 clusters Score -351791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -351793.656250 Penalty: 2825.713135
	Iteration 59Q: 3 clusters Score -351793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -351793.625000 Penalty: 2825.713135
	Iteration 60F: 3 clusters Score -351793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -351792.968750 Penalty: 2825.713135
	Iteration 61Q: 3 clusters Score -351793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -351793.000000 Penalty: 2825.713135
	Iteration 62Q: 3 clusters Score -351793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -351793.375000 Penalty: 2825.713135
	Iteration 63Q: 3 clusters Score -351793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -351793.906250 Penalty: 2825.713135
	Iteration 64Q: 3 clusters Score -351793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -351794.375000 Penalty: 2825.713135
	Iteration 65Q: 3 clusters Score -351794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -351794.843750 Penalty: 2825.713135
	Iteration 66Q: 3 clusters Score -351794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -351795.406250 Penalty: 2825.713135
	Iteration 67Q: 3 clusters Score -351795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -351796.312500 Penalty: 2825.713135
	Iteration 68Q: 3 clusters Score -351796.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -351798.906250 Penalty: 2825.713135
	Iteration 69Q: 3 clusters Score -351798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -351799.531250 Penalty: 2825.713135
	Iteration 70Q: 3 clusters Score -351799.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -351801.625000 Penalty: 2825.713135
	Iteration 71Q: 3 clusters Score -351801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -351803.218750 Penalty: 2825.713135
	Iteration 72Q: 3 clusters Score -351803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -351803.156250 Penalty: 2825.713135
	Iteration 73Q: 3 clusters Score -351803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -351803.718750 Penalty: 2825.713135
	Iteration 74Q: 3 clusters Score -351803.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -351804.375000 Penalty: 2825.713135
	Iteration 75Q: 3 clusters Score -351804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -351804.562500 Penalty: 2825.713135
	Iteration 76Q: 3 clusters Score -351804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -351805.437500 Penalty: 2825.713135
	Iteration 77Q: 3 clusters Score -351805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -351805.718750 Penalty: 2825.713135
	Iteration 78Q: 3 clusters Score -351805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -351807.718750 Penalty: 2825.713135
	Iteration 79Q: 3 clusters Score -351807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -351808.031250 Penalty: 2825.713135
	Iteration 80F: 3 clusters Score -351808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -351808.781250 Penalty: 2825.713135
	Iteration 81Q: 3 clusters Score -351808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -351808.906250 Penalty: 2825.713135
	Iteration 82Q: 3 clusters Score -351808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -351809.656250 Penalty: 2825.713135
	Iteration 83Q: 3 clusters Score -351809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -351809.406250 Penalty: 2825.713135
	Iteration 84Q: 3 clusters Score -351809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -351809.812500 Penalty: 2825.713135
	Iteration 85Q: 3 clusters Score -351809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -351809.812500 Penalty: 2825.713135
	Iteration 86F: 3 clusters Score -351809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Entering Unmasked Estep 
Score: -238192.484375 Penalty: 1367.715332
	Iteration 0F: 2 clusters Score -238192.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -234523.578125 Penalty: 2735.430664
	Iteration 0F: 3 clusters Score -234523.6 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -235710.000000 Penalty: 2735.430664
	Iteration 1F: 3 clusters Score -235710 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -235954.921875 Penalty: 2735.430664
	Iteration 2F: 3 clusters Score -235954.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -236122.234375 Penalty: 2735.430664
	Iteration 3F: 3 clusters Score -236122.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -236247.515625 Penalty: 2735.430664
	Iteration 4F: 3 clusters Score -236247.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -236340.718750 Penalty: 2735.430664
	Iteration 5Q: 3 clusters Score -236340.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -236404.750000 Penalty: 2735.430664
	Iteration 6Q: 3 clusters Score -236404.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -236474.468750 Penalty: 2735.430664
	Iteration 7Q: 3 clusters Score -236474.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -236536.296875 Penalty: 2735.430664
	Iteration 8Q: 3 clusters Score -236536.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -236598.484375 Penalty: 2735.430664
	Iteration 9Q: 3 clusters Score -236598.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -236649.062500 Penalty: 2735.430664
	Iteration 10Q: 3 clusters Score -236649.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -236699.750000 Penalty: 2735.430664
	Iteration 11Q: 3 clusters Score -236699.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -236743.890625 Penalty: 2735.430664
	Iteration 12Q: 3 clusters Score -236743.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -236789.156250 Penalty: 2735.430664
	Iteration 13Q: 3 clusters Score -236789.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -236843.046875 Penalty: 2735.430664
	Iteration 14Q: 3 clusters Score -236843 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -236903.812500 Penalty: 2735.430664
	Iteration 15Q: 3 clusters Score -236903.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -236957.734375 Penalty: 2735.430664
	Iteration 16Q: 3 clusters Score -236957.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -236994.593750 Penalty: 2735.430664
	Iteration 17Q: 3 clusters Score -236994.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -237024.609375 Penalty: 2735.430664
	Iteration 18Q: 3 clusters Score -237024.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -237058.187500 Penalty: 2735.430664
	Iteration 19Q: 3 clusters Score -237058.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -237096.921875 Penalty: 2735.430664
	Iteration 20F: 3 clusters Score -237096.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -237135.453125 Penalty: 2735.430664
	Iteration 21Q: 3 clusters Score -237135.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -237165.765625 Penalty: 2735.430664
	Iteration 22Q: 3 clusters Score -237165.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -237187.359375 Penalty: 2735.430664
	Iteration 23Q: 3 clusters Score -237187.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -237206.453125 Penalty: 2735.430664
	Iteration 24Q: 3 clusters Score -237206.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -237229.171875 Penalty: 2735.430664
	Iteration 25Q: 3 clusters Score -237229.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -237249.437500 Penalty: 2735.430664
	Iteration 26Q: 3 clusters Score -237249.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -237265.187500 Penalty: 2735.430664
	Iteration 27Q: 3 clusters Score -237265.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -237276.578125 Penalty: 2735.430664
	Iteration 28Q: 3 clusters Score -237276.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -237283.671875 Penalty: 2735.430664
	Iteration 29Q: 3 clusters Score -237283.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -237287.828125 Penalty: 2735.430664
	Iteration 30Q: 3 clusters Score -237287.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -237290.281250 Penalty: 2735.430664
	Iteration 31Q: 3 clusters Score -237290.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -237293.281250 Penalty: 2735.430664
	Iteration 32Q: 3 clusters Score -237293.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -237294.906250 Penalty: 2735.430664
	Iteration 33Q: 3 clusters Score -237294.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -237298.187500 Penalty: 2735.430664
	Iteration 34Q: 3 clusters Score -237298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -237303.265625 Penalty: 2735.430664
	Iteration 35Q: 3 clusters Score -237303.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -237310.093750 Penalty: 2735.430664
	Iteration 36Q: 3 clusters Score -237310.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -237316.468750 Penalty: 2735.430664
	Iteration 37Q: 3 clusters Score -237316.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -237321.625000 Penalty: 2735.430664
	Iteration 38Q: 3 clusters Score -237321.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -237326.703125 Penalty: 2735.430664
	Iteration 39Q: 3 clusters Score -237326.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237333.359375 Penalty: 2735.430664
	Iteration 40F: 3 clusters Score -237333.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -237338.671875 Penalty: 2735.430664
	Iteration 41Q: 3 clusters Score -237338.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -237346.203125 Penalty: 2735.430664
	Iteration 42Q: 3 clusters Score -237346.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -237353.031250 Penalty: 2735.430664
	Iteration 43Q: 3 clusters Score -237353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -237356.578125 Penalty: 2735.430664
	Iteration 44Q: 3 clusters Score -237356.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -237359.125000 Penalty: 2735.430664
	Iteration 45Q: 3 clusters Score -237359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -237361.218750 Penalty: 2735.430664
	Iteration 46Q: 3 clusters Score -237361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -237362.515625 Penalty: 2735.430664
	Iteration 47Q: 3 clusters Score -237362.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237365.234375 Penalty: 2735.430664
	Iteration 48Q: 3 clusters Score -237365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -237366.453125 Penalty: 2735.430664
	Iteration 49Q: 3 clusters Score -237366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -237367.031250 Penalty: 2735.430664
	Iteration 50Q: 3 clusters Score -237367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -237367.500000 Penalty: 2735.430664
	Iteration 51Q: 3 clusters Score -237367.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -237367.750000 Penalty: 2735.430664
	Iteration 52Q: 3 clusters Score -237367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -237368.968750 Penalty: 2735.430664
	Iteration 53Q: 3 clusters Score -237369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -237368.968750 Penalty: 2735.430664
	Iteration 54F: 3 clusters Score -237369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Entering Unmasked Estep 
Score: -412763.343750 Penalty: 1429.871582
	Iteration 0F: 2 clusters Score -412763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -407737.437500 Penalty: 2859.743164
	Iteration 0F: 3 clusters Score -407737.4 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -409237.968750 Penalty: 2859.743164
	Iteration 1F: 3 clusters Score -409238 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -409491.875000 Penalty: 2859.743164
	Iteration 2F: 3 clusters Score -409491.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -409737.656250 Penalty: 2859.743164
	Iteration 3F: 3 clusters Score -409737.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -410069.562500 Penalty: 2859.743164
	Iteration 4F: 3 clusters Score -410069.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -410373.562500 Penalty: 2859.743164
	Iteration 5F: 3 clusters Score -410373.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -410652.375000 Penalty: 2859.743164
	Iteration 6F: 3 clusters Score -410652.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -410907.625000 Penalty: 2859.743164
	Iteration 7F: 3 clusters Score -410907.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -411122.343750 Penalty: 2859.743164
	Iteration 8Q: 3 clusters Score -411122.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -411288.625000 Penalty: 2859.743164
	Iteration 9Q: 3 clusters Score -411288.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -411411.968750 Penalty: 2859.743164
	Iteration 10Q: 3 clusters Score -411412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -411475.125000 Penalty: 2859.743164
	Iteration 11Q: 3 clusters Score -411475.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -411506.687500 Penalty: 2859.743164
	Iteration 12Q: 3 clusters Score -411506.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -411530.062500 Penalty: 2859.743164
	Iteration 13Q: 3 clusters Score -411530.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -411554.093750 Penalty: 2859.743164
	Iteration 14Q: 3 clusters Score -411554.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -411570.406250 Penalty: 2859.743164
	Iteration 15Q: 3 clusters Score -411570.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -411581.906250 Penalty: 2859.743164
	Iteration 16Q: 3 clusters Score -411581.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -411590.375000 Penalty: 2859.743164
	Iteration 17Q: 3 clusters Score -411590.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -411596.468750 Penalty: 2859.743164
	Iteration 18Q: 3 clusters Score -411596.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -411600.687500 Penalty: 2859.743164
	Iteration 19Q: 3 clusters Score -411600.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -411607.031250 Penalty: 2859.743164
	Iteration 20F: 3 clusters Score -411607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -411615.406250 Penalty: 2859.743164
	Iteration 21Q: 3 clusters Score -411615.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -411625.343750 Penalty: 2859.743164
	Iteration 22Q: 3 clusters Score -411625.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -411627.281250 Penalty: 2859.743164
	Iteration 23Q: 3 clusters Score -411627.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -411631.093750 Penalty: 2859.743164
	Iteration 24Q: 3 clusters Score -411631.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -411633.781250 Penalty: 2859.743164
	Iteration 25Q: 3 clusters Score -411633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -411634.031250 Penalty: 2859.743164
	Iteration 26Q: 3 clusters Score -411634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -411634.875000 Penalty: 2859.743164
	Iteration 27Q: 3 clusters Score -411634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -411638.250000 Penalty: 2859.743164
	Iteration 28Q: 3 clusters Score -411638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -411641.812500 Penalty: 2859.743164
	Iteration 29Q: 3 clusters Score -411641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -411643.875000 Penalty: 2859.743164
	Iteration 30Q: 3 clusters Score -411643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -411646.937500 Penalty: 2859.743164
	Iteration 31Q: 3 clusters Score -411646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -411649.062500 Penalty: 2859.743164
	Iteration 32Q: 3 clusters Score -411649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -411649.718750 Penalty: 2859.743164
	Iteration 33Q: 3 clusters Score -411649.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -411652.781250 Penalty: 2859.743164
	Iteration 34Q: 3 clusters Score -411652.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -411654.218750 Penalty: 2859.743164
	Iteration 35Q: 3 clusters Score -411654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -411654.843750 Penalty: 2859.743164
	Iteration 36Q: 3 clusters Score -411654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -411656.000000 Penalty: 2859.743164
	Iteration 37Q: 3 clusters Score -411656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -411655.875000 Penalty: 2859.743164
	Iteration 38Q: 3 clusters Score -411655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -411657.406250 Penalty: 2859.743164
	Iteration 39Q: 3 clusters Score -411657.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -411657.875000 Penalty: 2859.743164
	Iteration 40F: 3 clusters Score -411657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -411657.656250 Penalty: 2859.743164
	Iteration 41Q: 3 clusters Score -411657.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -411658.906250 Penalty: 2859.743164
	Iteration 42Q: 3 clusters Score -411658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -411658.500000 Penalty: 2859.743164
	Iteration 43Q: 3 clusters Score -411658.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -411658.437500 Penalty: 2859.743164
	Iteration 44Q: 3 clusters Score -411658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -411658.562500 Penalty: 2859.743164
	Iteration 45Q: 3 clusters Score -411658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -411659.093750 Penalty: 2859.743164
	Iteration 46Q: 3 clusters Score -411659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -411659.093750 Penalty: 2859.743164
	Iteration 47F: 3 clusters Score -411659.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -200650.593750 Penalty: 1332.680664
	Iteration 0F: 2 clusters Score -200650.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -197581.031250 Penalty: 2665.361328
	Iteration 0F: 3 clusters Score -197581 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -198464.687500 Penalty: 2665.361328
	Iteration 1F: 3 clusters Score -198464.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -198703.593750 Penalty: 2665.361328
	Iteration 2F: 3 clusters Score -198703.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -198897.156250 Penalty: 2665.361328
	Iteration 3F: 3 clusters Score -198897.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -199123.046875 Penalty: 2665.361328
	Iteration 4F: 3 clusters Score -199123 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -199389.500000 Penalty: 2665.361328
	Iteration 5F: 3 clusters Score -199389.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -199700.656250 Penalty: 2665.361328
	Iteration 6F: 3 clusters Score -199700.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -199960.781250 Penalty: 2665.361328
	Iteration 7F: 3 clusters Score -199960.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -200128.593750 Penalty: 2665.361328
	Iteration 8Q: 3 clusters Score -200128.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -200237.875000 Penalty: 2665.361328
	Iteration 9Q: 3 clusters Score -200237.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -200285.187500 Penalty: 2665.361328
	Iteration 10Q: 3 clusters Score -200285.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -200307.984375 Penalty: 2665.361328
	Iteration 11Q: 3 clusters Score -200308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -200315.640625 Penalty: 2665.361328
	Iteration 12Q: 3 clusters Score -200315.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -200320.031250 Penalty: 2665.361328
	Iteration 13Q: 3 clusters Score -200320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -200322.765625 Penalty: 2665.361328
	Iteration 14Q: 3 clusters Score -200322.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -200326.203125 Penalty: 2665.361328
	Iteration 15Q: 3 clusters Score -200326.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -200328.109375 Penalty: 2665.361328
	Iteration 16Q: 3 clusters Score -200328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -200328.093750 Penalty: 2665.361328
	Iteration 17Q: 3 clusters Score -200328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -200328.953125 Penalty: 2665.361328
	Iteration 18Q: 3 clusters Score -200329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -200328.875000 Penalty: 2665.361328
	Iteration 19Q: 3 clusters Score -200328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -200330.453125 Penalty: 2665.361328
	Iteration 20F: 3 clusters Score -200330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -200330.468750 Penalty: 2665.361328
	Iteration 21Q: 3 clusters Score -200330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -200330.609375 Penalty: 2665.361328
	Iteration 22Q: 3 clusters Score -200330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -200330.609375 Penalty: 2665.361328
	Iteration 23F: 3 clusters Score -200330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 100253 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 26891 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 9650 members 
Mstep: Class 8 contains 5538 members 
Mstep: Class 9 contains 29628 members 
Mstep: Class 10 contains 7023 members 
Mstep: Class 11 contains 5825 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 13133 members 
Mstep: Class 14 contains 7093 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 25368 members 
Mstep: Class 17 contains 11497 members 
Mstep: Class 18 contains 146174 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 4522 members 
Mstep: Class 21 contains 6629 members 
Mstep: Class 22 contains 3645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26959834.000000 Penalty: 48720.890625
Iteration 79Q: 24 clusters Score -2.695983e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 100790 members 
Mstep: Class 4 contains 8351 members 
Mstep: Class 5 contains 27037 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 9678 members 
Mstep: Class 8 contains 5539 members 
Mstep: Class 9 contains 29639 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 13230 members 
Mstep: Class 14 contains 7161 members 
Mstep: Class 15 contains 2624 members 
Mstep: Class 16 contains 25224 members 
Mstep: Class 17 contains 11462 members 
Mstep: Class 18 contains 145845 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 4526 members 
Mstep: Class 21 contains 6523 members 
Mstep: Class 22 contains 3630 members 
Mstep: Class 23 contains 14428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26960876.000000 Penalty: 48720.890625
Iteration 80F: 24 clusters Score -2.696088e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 100955 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 27137 members 
Mstep: Class 6 contains 6032 members 
Mstep: Class 7 contains 9699 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 29652 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 5855 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 7168 members 
Mstep: Class 15 contains 2615 members 
Mstep: Class 16 contains 25097 members 
Mstep: Class 17 contains 11424 members 
Mstep: Class 18 contains 145600 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 4532 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 3606 members 
Mstep: Class 23 contains 15054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961282.000000 Penalty: 48720.890625
Iteration 81Q: 24 clusters Score -2.696128e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5027 members 
Mstep: Class 3 contains 101089 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 27225 members 
Mstep: Class 6 contains 6046 members 
Mstep: Class 7 contains 9711 members 
Mstep: Class 8 contains 5525 members 
Mstep: Class 9 contains 29675 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 5693 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 13296 members 
Mstep: Class 14 contains 7169 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 24987 members 
Mstep: Class 17 contains 11394 members 
Mstep: Class 18 contains 145379 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 4542 members 
Mstep: Class 21 contains 6357 members 
Mstep: Class 22 contains 3579 members 
Mstep: Class 23 contains 15521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961520.000000 Penalty: 48720.890625
Iteration 82Q: 24 clusters Score -2.696152e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 101189 members 
Mstep: Class 4 contains 8042 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 6062 members 
Mstep: Class 7 contains 9718 members 
Mstep: Class 8 contains 5518 members 
Mstep: Class 9 contains 29689 members 
Mstep: Class 10 contains 6876 members 
Mstep: Class 11 contains 5581 members 
Mstep: Class 12 contains 3461 members 
Mstep: Class 13 contains 13318 members 
Mstep: Class 14 contains 7180 members 
Mstep: Class 15 contains 2602 members 
Mstep: Class 16 contains 24898 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 145137 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 6280 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 15956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961748.000000 Penalty: 48720.890625
Iteration 83Q: 24 clusters Score -2.696175e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5007 members 
Mstep: Class 3 contains 101235 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 27355 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 9726 members 
Mstep: Class 8 contains 5505 members 
Mstep: Class 9 contains 29699 members 
Mstep: Class 10 contains 6841 members 
Mstep: Class 11 contains 5475 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 13327 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 2593 members 
Mstep: Class 16 contains 24828 members 
Mstep: Class 17 contains 11360 members 
Mstep: Class 18 contains 144882 members 
Mstep: Class 19 contains 5961 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 16392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961922.000000 Penalty: 48720.890625
Iteration 84Q: 24 clusters Score -2.696192e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 101279 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 27407 members 
Mstep: Class 6 contains 6097 members 
Mstep: Class 7 contains 9729 members 
Mstep: Class 8 contains 5503 members 
Mstep: Class 9 contains 29712 members 
Mstep: Class 10 contains 6807 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 13331 members 
Mstep: Class 14 contains 7206 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 17 contains 11358 members 
Mstep: Class 18 contains 144584 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 4573 members 
Mstep: Class 21 contains 6177 members 
Mstep: Class 22 contains 3521 members 
Mstep: Class 23 contains 16806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962012.000000 Penalty: 48720.890625
Iteration 85Q: 24 clusters Score -2.696201e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 101321 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 27456 members 
Mstep: Class 6 contains 6114 members 
Mstep: Class 7 contains 9727 members 
Mstep: Class 8 contains 5498 members 
Mstep: Class 9 contains 29725 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 13341 members 
Mstep: Class 14 contains 7229 members 
Mstep: Class 15 contains 2583 members 
Mstep: Class 16 contains 24703 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 144258 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 3502 members 
Mstep: Class 23 contains 17220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962136.000000 Penalty: 48720.890625
Iteration 86Q: 24 clusters Score -2.696214e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 101367 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 27495 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 9742 members 
Mstep: Class 8 contains 5489 members 
Mstep: Class 9 contains 29738 members 
Mstep: Class 10 contains 6746 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 7245 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 16 contains 24645 members 
Mstep: Class 17 contains 11354 members 
Mstep: Class 18 contains 143969 members 
Mstep: Class 19 contains 5968 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 6107 members 
Mstep: Class 22 contains 3482 members 
Mstep: Class 23 contains 17593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962296.000000 Penalty: 48720.890625
Iteration 87Q: 24 clusters Score -2.69623e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 101412 members 
Mstep: Class 4 contains 7953 members 
Mstep: Class 5 contains 27526 members 
Mstep: Class 6 contains 6145 members 
Mstep: Class 7 contains 9753 members 
Mstep: Class 8 contains 5486 members 
Mstep: Class 9 contains 29738 members 
Mstep: Class 10 contains 6722 members 
Mstep: Class 11 contains 5151 members 
Mstep: Class 12 contains 3430 members 
Mstep: Class 13 contains 13330 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 2569 members 
Mstep: Class 16 contains 24603 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 143698 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 3467 members 
Mstep: Class 23 contains 17935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962290.000000 Penalty: 48720.890625
Iteration 88Q: 24 clusters Score -2.696229e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 101436 members 
Mstep: Class 4 contains 7943 members 
Mstep: Class 5 contains 27563 members 
Mstep: Class 6 contains 6152 members 
Mstep: Class 7 contains 9765 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 29743 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 5080 members 
Mstep: Class 12 contains 3422 members 
Mstep: Class 13 contains 13323 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 24579 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 143480 members 
Mstep: Class 19 contains 5966 members 
Mstep: Class 20 contains 4590 members 
Mstep: Class 21 contains 6041 members 
Mstep: Class 22 contains 3453 members 
Mstep: Class 23 contains 18239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962374.000000 Penalty: 48720.890625
Iteration 89Q: 24 clusters Score -2.696237e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 101439 members 
Mstep: Class 4 contains 7934 members 
Mstep: Class 5 contains 27602 members 
Mstep: Class 6 contains 6163 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 5485 members 
Mstep: Class 9 contains 29743 members 
Mstep: Class 10 contains 6680 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 3419 members 
Mstep: Class 13 contains 13328 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 24552 members 
Mstep: Class 17 contains 11347 members 
Mstep: Class 18 contains 143247 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 4600 members 
Mstep: Class 21 contains 6013 members 
Mstep: Class 22 contains 3437 members 
Mstep: Class 23 contains 18518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962438.000000 Penalty: 48720.890625
Iteration 90Q: 24 clusters Score -2.696244e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 101442 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 27638 members 
Mstep: Class 6 contains 6165 members 
Mstep: Class 7 contains 9792 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 29749 members 
Mstep: Class 10 contains 6658 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 13329 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 16 contains 24532 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 143020 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 3423 members 
Mstep: Class 23 contains 18770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962452.000000 Penalty: 48720.890625
Iteration 91Q: 24 clusters Score -2.696245e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 101437 members 
Mstep: Class 4 contains 7931 members 
Mstep: Class 5 contains 27677 members 
Mstep: Class 6 contains 6167 members 
Mstep: Class 7 contains 9809 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 29758 members 
Mstep: Class 10 contains 6628 members 
Mstep: Class 11 contains 4955 members 
Mstep: Class 12 contains 3409 members 
Mstep: Class 13 contains 13323 members 
Mstep: Class 14 contains 7300 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 24521 members 
Mstep: Class 17 contains 11339 members 
Mstep: Class 18 contains 142819 members 
Mstep: Class 19 contains 5969 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 18996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962614.000000 Penalty: 48720.890625
Iteration 92Q: 24 clusters Score -2.696261e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 101450 members 
Mstep: Class 4 contains 7929 members 
Mstep: Class 5 contains 27706 members 
Mstep: Class 6 contains 6166 members 
Mstep: Class 7 contains 9819 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 29759 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 3404 members 
Mstep: Class 13 contains 13319 members 
Mstep: Class 14 contains 7304 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 24505 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 142645 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 4623 members 
Mstep: Class 21 contains 5983 members 
Mstep: Class 22 contains 3395 members 
Mstep: Class 23 contains 19181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962634.000000 Penalty: 48720.890625
Iteration 93Q: 24 clusters Score -2.696263e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 101455 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 27737 members 
Mstep: Class 6 contains 6168 members 
Mstep: Class 7 contains 9837 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 29761 members 
Mstep: Class 10 contains 6586 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 13322 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 24490 members 
Mstep: Class 17 contains 11353 members 
Mstep: Class 18 contains 142462 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 4627 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 19366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962694.000000 Penalty: 48720.890625
Iteration 94Q: 24 clusters Score -2.696269e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 101457 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 27765 members 
Mstep: Class 6 contains 6170 members 
Mstep: Class 7 contains 9865 members 
Mstep: Class 8 contains 5479 members 
Mstep: Class 9 contains 29760 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 4895 members 
Mstep: Class 12 contains 3404 members 
Mstep: Class 13 contains 13325 members 
Mstep: Class 14 contains 7313 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 24479 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 142285 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 4630 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 3367 members 
Mstep: Class 23 contains 19561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962630.000000 Penalty: 48720.890625
Iteration 95Q: 24 clusters Score -2.696263e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 101455 members 
Mstep: Class 4 contains 7921 members 
Mstep: Class 5 contains 27796 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 7 contains 9878 members 
Mstep: Class 8 contains 5477 members 
Mstep: Class 9 contains 29758 members 
Mstep: Class 10 contains 6534 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 12 contains 3397 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 24477 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 142117 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 4632 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962550.000000 Penalty: 48720.890625
Iteration 96Q: 24 clusters Score -2.696255e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 101457 members 
Mstep: Class 4 contains 7914 members 
Mstep: Class 5 contains 27815 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 9889 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 29761 members 
Mstep: Class 10 contains 6501 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 3390 members 
Mstep: Class 13 contains 13340 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 2544 members 
Mstep: Class 16 contains 24475 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 141969 members 
Mstep: Class 19 contains 5969 members 
Mstep: Class 20 contains 4633 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 3345 members 
Mstep: Class 23 contains 19911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962546.000000 Penalty: 48720.890625
Iteration 97Q: 24 clusters Score -2.696255e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 101453 members 
Mstep: Class 4 contains 7909 members 
Mstep: Class 5 contains 27834 members 
Mstep: Class 6 contains 6170 members 
Mstep: Class 7 contains 9896 members 
Mstep: Class 8 contains 5470 members 
Mstep: Class 9 contains 29757 members 
Mstep: Class 10 contains 6475 members 
Mstep: Class 11 contains 4830 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 13344 members 
Mstep: Class 14 contains 7343 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 16 contains 24468 members 
Mstep: Class 17 contains 11359 members 
Mstep: Class 18 contains 141830 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 4633 members 
Mstep: Class 21 contains 5943 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 20081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962714.000000 Penalty: 48720.890625
Iteration 98Q: 24 clusters Score -2.696271e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 101460 members 
Mstep: Class 4 contains 7903 members 
Mstep: Class 5 contains 27851 members 
Mstep: Class 6 contains 6170 members 
Mstep: Class 7 contains 9902 members 
Mstep: Class 8 contains 5468 members 
Mstep: Class 9 contains 29758 members 
Mstep: Class 10 contains 6451 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 13340 members 
Mstep: Class 14 contains 7351 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 16 contains 24463 members 
Mstep: Class 17 contains 11353 members 
Mstep: Class 18 contains 141719 members 
Mstep: Class 19 contains 5978 members 
Mstep: Class 20 contains 4633 members 
Mstep: Class 21 contains 5935 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 20216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962696.000000 Penalty: 48720.890625
Iteration 99Q: 24 clusters Score -2.69627e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 101468 members 
Mstep: Class 4 contains 7900 members 
Mstep: Class 5 contains 27870 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 29759 members 
Mstep: Class 10 contains 6429 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 13343 members 
Mstep: Class 14 contains 7364 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 16 contains 24465 members 
Mstep: Class 17 contains 11354 members 
Mstep: Class 18 contains 141592 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 5928 members 
Mstep: Class 22 contains 3327 members 
Mstep: Class 23 contains 20340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962766.000000 Penalty: 48720.890625
Iteration 100F: 24 clusters Score -2.696277e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4970 members 
Mstep: Class 3 contains 101474 members 
Mstep: Class 4 contains 7896 members 
Mstep: Class 5 contains 27888 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29760 members 
Mstep: Class 10 contains 6412 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 13340 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 2538 members 
Mstep: Class 16 contains 24462 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 141474 members 
Mstep: Class 19 contains 5977 members 
Mstep: Class 20 contains 4640 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 20459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962880.000000 Penalty: 48720.890625
Iteration 101Q: 24 clusters Score -2.696288e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 101475 members 
Mstep: Class 4 contains 7891 members 
Mstep: Class 5 contains 27904 members 
Mstep: Class 6 contains 6176 members 
Mstep: Class 7 contains 9920 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 29763 members 
Mstep: Class 10 contains 6398 members 
Mstep: Class 11 contains 4779 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 13342 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 2538 members 
Mstep: Class 16 contains 24468 members 
Mstep: Class 17 contains 11359 members 
Mstep: Class 18 contains 141386 members 
Mstep: Class 19 contains 5976 members 
Mstep: Class 20 contains 4641 members 
Mstep: Class 21 contains 5913 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 20558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962976.000000 Penalty: 48720.890625
Iteration 102Q: 24 clusters Score -2.696298e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 101477 members 
Mstep: Class 4 contains 7887 members 
Mstep: Class 5 contains 27925 members 
Mstep: Class 6 contains 6176 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29761 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 4755 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 13346 members 
Mstep: Class 14 contains 7369 members 
Mstep: Class 15 contains 2538 members 
Mstep: Class 16 contains 24470 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 141303 members 
Mstep: Class 19 contains 5977 members 
Mstep: Class 20 contains 4642 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 20670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962978.000000 Penalty: 48720.890625
Iteration 103Q: 24 clusters Score -2.696298e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 4970 members 
Mstep: Class 3 contains 101477 members 
Mstep: Class 4 contains 7882 members 
Mstep: Class 5 contains 27950 members 
Mstep: Class 6 contains 6177 members 
Mstep: Class 7 contains 9932 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 29764 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 4740 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 13344 members 
Mstep: Class 14 contains 7371 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 24471 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 141202 members 
Mstep: Class 19 contains 5977 members 
Mstep: Class 20 contains 4642 members 
Mstep: Class 21 contains 5903 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 20776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962994.000000 Penalty: 48720.890625
Iteration 104Q: 24 clusters Score -2.696299e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 101475 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 27969 members 
Mstep: Class 6 contains 6176 members 
Mstep: Class 7 contains 9938 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 29765 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 4723 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 13346 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 16 contains 24461 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 141123 members 
Mstep: Class 19 contains 5978 members 
Mstep: Class 20 contains 4644 members 
Mstep: Class 21 contains 5899 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 20880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963048.000000 Penalty: 48720.890625
Iteration 105Q: 24 clusters Score -2.696305e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 101480 members 
Mstep: Class 4 contains 7880 members 
Mstep: Class 5 contains 27981 members 
Mstep: Class 6 contains 6184 members 
Mstep: Class 7 contains 9943 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 29767 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 13343 members 
Mstep: Class 14 contains 7375 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 16 contains 24450 members 
Mstep: Class 17 contains 11359 members 
Mstep: Class 18 contains 141032 members 
Mstep: Class 19 contains 5977 members 
Mstep: Class 20 contains 4644 members 
Mstep: Class 21 contains 5900 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 20972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963028.000000 Penalty: 48720.890625
Iteration 106Q: 24 clusters Score -2.696303e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 101485 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 27988 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 7381 members 
Mstep: Class 15 contains 2530 members 
Mstep: Class 16 contains 24443 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 140948 members 
Mstep: Class 19 contains 5977 members 
Mstep: Class 20 contains 4649 members 
Mstep: Class 21 contains 5898 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 21050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963042.000000 Penalty: 48720.890625
Iteration 107Q: 24 clusters Score -2.696304e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 27998 members 
Mstep: Class 6 contains 6185 members 
Mstep: Class 7 contains 9959 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 29776 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 4694 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 13339 members 
Mstep: Class 14 contains 7399 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 24439 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 140880 members 
Mstep: Class 19 contains 5978 members 
Mstep: Class 20 contains 4655 members 
Mstep: Class 21 contains 5895 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 21126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963010.000000 Penalty: 48720.890625
Iteration 108Q: 24 clusters Score -2.696301e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 101465 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 28007 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29776 members 
Mstep: Class 10 contains 6284 members 
Mstep: Class 11 contains 4689 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13341 members 
Mstep: Class 14 contains 7411 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 24435 members 
Mstep: Class 17 contains 11359 members 
Mstep: Class 18 contains 140825 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4664 members 
Mstep: Class 21 contains 5893 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 21178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963030.000000 Penalty: 48720.890625
Iteration 109Q: 24 clusters Score -2.696303e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 101466 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 28016 members 
Mstep: Class 6 contains 6188 members 
Mstep: Class 7 contains 9981 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 29778 members 
Mstep: Class 10 contains 6258 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 13343 members 
Mstep: Class 14 contains 7422 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 24432 members 
Mstep: Class 17 contains 11358 members 
Mstep: Class 18 contains 140776 members 
Mstep: Class 19 contains 5985 members 
Mstep: Class 20 contains 4670 members 
Mstep: Class 21 contains 5893 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 21220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963060.000000 Penalty: 48720.890625
Iteration 110Q: 24 clusters Score -2.696306e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 101460 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 28022 members 
Mstep: Class 6 contains 6189 members 
Mstep: Class 7 contains 9995 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 29780 members 
Mstep: Class 10 contains 6233 members 
Mstep: Class 11 contains 4677 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 13341 members 
Mstep: Class 14 contains 7437 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 24430 members 
Mstep: Class 17 contains 11360 members 
Mstep: Class 18 contains 140741 members 
Mstep: Class 19 contains 5985 members 
Mstep: Class 20 contains 4675 members 
Mstep: Class 21 contains 5894 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 21256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963018.000000 Penalty: 48720.890625
Iteration 111Q: 24 clusters Score -2.696302e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 101454 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 28029 members 
Mstep: Class 6 contains 6190 members 
Mstep: Class 7 contains 10004 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 29780 members 
Mstep: Class 10 contains 6211 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 13344 members 
Mstep: Class 14 contains 7445 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 24426 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 140701 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 20 contains 4678 members 
Mstep: Class 21 contains 5890 members 
Mstep: Class 22 contains 3250 members 
Mstep: Class 23 contains 21302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963038.000000 Penalty: 48720.890625
Iteration 112Q: 24 clusters Score -2.696304e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 101443 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 28036 members 
Mstep: Class 6 contains 6190 members 
Mstep: Class 7 contains 10019 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 29778 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 13344 members 
Mstep: Class 14 contains 7459 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 24423 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140668 members 
Mstep: Class 19 contains 5985 members 
Mstep: Class 20 contains 4681 members 
Mstep: Class 21 contains 5888 members 
Mstep: Class 22 contains 3248 members 
Mstep: Class 23 contains 21340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963074.000000 Penalty: 48720.890625
Iteration 113Q: 24 clusters Score -2.696307e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 101441 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 28046 members 
Mstep: Class 6 contains 6192 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 29777 members 
Mstep: Class 10 contains 6156 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7473 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 24426 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140628 members 
Mstep: Class 19 contains 5986 members 
Mstep: Class 20 contains 4685 members 
Mstep: Class 21 contains 5884 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 21372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963054.000000 Penalty: 48720.890625
Iteration 114Q: 24 clusters Score -2.696305e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 101438 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28053 members 
Mstep: Class 6 contains 6193 members 
Mstep: Class 7 contains 10050 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29777 members 
Mstep: Class 10 contains 6130 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 24424 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 140603 members 
Mstep: Class 19 contains 5985 members 
Mstep: Class 20 contains 4688 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963132.000000 Penalty: 48720.890625
Iteration 115Q: 24 clusters Score -2.696313e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 101439 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28062 members 
Mstep: Class 6 contains 6193 members 
Mstep: Class 7 contains 10057 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 29778 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7489 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 24424 members 
Mstep: Class 17 contains 11364 members 
Mstep: Class 18 contains 140590 members 
Mstep: Class 19 contains 5985 members 
Mstep: Class 20 contains 4689 members 
Mstep: Class 21 contains 5876 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21400 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 24 clusters Score -2.696315e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 101439 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28071 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10065 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 29779 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 24426 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 140574 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 20 contains 4692 members 
Mstep: Class 21 contains 5871 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963148.000000 Penalty: 48720.890625
Iteration 117Q: 24 clusters Score -2.696315e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 101437 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28076 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10077 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 29779 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 13352 members 
Mstep: Class 14 contains 7504 members 
Mstep: Class 15 contains 2518 members 
Mstep: Class 16 contains 24428 members 
Mstep: Class 17 contains 11364 members 
Mstep: Class 18 contains 140556 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4693 members 
Mstep: Class 21 contains 5867 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963154.000000 Penalty: 48720.890625
Iteration 118Q: 24 clusters Score -2.696315e+07 nChanged 72
Entering ConstructFrom: 
Score: -26963154.000000 Penalty: 48720.890625
Entering ConstructFrom: 
Trying to split cluster 1 (9621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Entering Unmasked Estep 
Score: -610374.062500 Penalty: 1490.401733
	Iteration 0F: 2 clusters Score -610374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -603497.687500 Penalty: 2980.803467
	Iteration 0F: 3 clusters Score -603497.7 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -605687.312500 Penalty: 2980.803467
	Iteration 1F: 3 clusters Score -605687.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -606031.812500 Penalty: 2980.803467
	Iteration 2F: 3 clusters Score -606031.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -606347.687500 Penalty: 2980.803467
	Iteration 3F: 3 clusters Score -606347.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -606651.125000 Penalty: 2980.803467
	Iteration 4F: 3 clusters Score -606651.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -606999.187500 Penalty: 2980.803467
	Iteration 5F: 3 clusters Score -606999.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -607367.312500 Penalty: 2980.803467
	Iteration 6F: 3 clusters Score -607367.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -607722.500000 Penalty: 2980.803467
	Iteration 7F: 3 clusters Score -607722.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -608067.125000 Penalty: 2980.803467
	Iteration 8Q: 3 clusters Score -608067.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -608337.312500 Penalty: 2980.803467
	Iteration 9Q: 3 clusters Score -608337.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -608506.250000 Penalty: 2980.803467
	Iteration 10Q: 3 clusters Score -608506.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -608619.812500 Penalty: 2980.803467
	Iteration 11Q: 3 clusters Score -608619.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -608669.937500 Penalty: 2980.803467
	Iteration 12Q: 3 clusters Score -608669.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -608700.125000 Penalty: 2980.803467
	Iteration 13Q: 3 clusters Score -608700.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -608725.250000 Penalty: 2980.803467
	Iteration 14Q: 3 clusters Score -608725.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -608740.500000 Penalty: 2980.803467
	Iteration 15Q: 3 clusters Score -608740.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -608752.125000 Penalty: 2980.803467
	Iteration 16Q: 3 clusters Score -608752.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -608764.250000 Penalty: 2980.803467
	Iteration 17Q: 3 clusters Score -608764.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -608776.812500 Penalty: 2980.803467
	Iteration 18Q: 3 clusters Score -608776.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -608781.375000 Penalty: 2980.803467
	Iteration 19Q: 3 clusters Score -608781.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -608786.687500 Penalty: 2980.803467
	Iteration 20F: 3 clusters Score -608786.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -608788.125000 Penalty: 2980.803467
	Iteration 21Q: 3 clusters Score -608788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -608790.187500 Penalty: 2980.803467
	Iteration 22Q: 3 clusters Score -608790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -608792.312500 Penalty: 2980.803467
	Iteration 23Q: 3 clusters Score -608792.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -608793.000000 Penalty: 2980.803467
	Iteration 24Q: 3 clusters Score -608793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -608794.062500 Penalty: 2980.803467
	Iteration 25Q: 3 clusters Score -608794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -608795.937500 Penalty: 2980.803467
	Iteration 26Q: 3 clusters Score -608795.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -608798.187500 Penalty: 2980.803467
	Iteration 27Q: 3 clusters Score -608798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -608798.750000 Penalty: 2980.803467
	Iteration 28Q: 3 clusters Score -608798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -608798.875000 Penalty: 2980.803467
	Iteration 29Q: 3 clusters Score -608798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -608798.500000 Penalty: 2980.803467
	Iteration 30Q: 3 clusters Score -608798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -608799.000000 Penalty: 2980.803467
	Iteration 31Q: 3 clusters Score -608799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -608799.000000 Penalty: 2980.803467
	Iteration 32Q: 3 clusters Score -608799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -608798.562500 Penalty: 2980.803467
	Iteration 33Q: 3 clusters Score -608798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -608798.937500 Penalty: 2980.803467
	Iteration 34Q: 3 clusters Score -608798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -608798.937500 Penalty: 2980.803467
	Iteration 35F: 3 clusters Score -608798.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -297528.718750 Penalty: 1382.967896
	Iteration 0F: 2 clusters Score -297528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -293550.093750 Penalty: 2765.935791
	Iteration 0F: 3 clusters Score -293550.1 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -294671.781250 Penalty: 2765.935791
	Iteration 1F: 3 clusters Score -294671.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -294931.000000 Penalty: 2765.935791
	Iteration 2F: 3 clusters Score -294931 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -295221.531250 Penalty: 2765.935791
	Iteration 3F: 3 clusters Score -295221.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -295564.687500 Penalty: 2765.935791
	Iteration 4F: 3 clusters Score -295564.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -295885.562500 Penalty: 2765.935791
	Iteration 5F: 3 clusters Score -295885.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -296121.250000 Penalty: 2765.935791
	Iteration 6F: 3 clusters Score -296121.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -296316.500000 Penalty: 2765.935791
	Iteration 7F: 3 clusters Score -296316.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -296475.250000 Penalty: 2765.935791
	Iteration 8Q: 3 clusters Score -296475.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -296593.718750 Penalty: 2765.935791
	Iteration 9Q: 3 clusters Score -296593.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -296669.312500 Penalty: 2765.935791
	Iteration 10Q: 3 clusters Score -296669.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -296733.000000 Penalty: 2765.935791
	Iteration 11Q: 3 clusters Score -296733 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -296790.375000 Penalty: 2765.935791
	Iteration 12Q: 3 clusters Score -296790.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -296829.250000 Penalty: 2765.935791
	Iteration 13Q: 3 clusters Score -296829.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296855.125000 Penalty: 2765.935791
	Iteration 14Q: 3 clusters Score -296855.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -296874.593750 Penalty: 2765.935791
	Iteration 15Q: 3 clusters Score -296874.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -296892.656250 Penalty: 2765.935791
	Iteration 16Q: 3 clusters Score -296892.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -296910.656250 Penalty: 2765.935791
	Iteration 17Q: 3 clusters Score -296910.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -296919.281250 Penalty: 2765.935791
	Iteration 18Q: 3 clusters Score -296919.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -296926.156250 Penalty: 2765.935791
	Iteration 19Q: 3 clusters Score -296926.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -296934.687500 Penalty: 2765.935791
	Iteration 20F: 3 clusters Score -296934.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -296941.562500 Penalty: 2765.935791
	Iteration 21Q: 3 clusters Score -296941.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -296948.718750 Penalty: 2765.935791
	Iteration 22Q: 3 clusters Score -296948.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -296953.031250 Penalty: 2765.935791
	Iteration 23Q: 3 clusters Score -296953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -296957.093750 Penalty: 2765.935791
	Iteration 24Q: 3 clusters Score -296957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -296959.750000 Penalty: 2765.935791
	Iteration 25Q: 3 clusters Score -296959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -296961.687500 Penalty: 2765.935791
	Iteration 26Q: 3 clusters Score -296961.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -296965.593750 Penalty: 2765.935791
	Iteration 27Q: 3 clusters Score -296965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -296966.343750 Penalty: 2765.935791
	Iteration 28Q: 3 clusters Score -296966.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -296969.562500 Penalty: 2765.935791
	Iteration 29Q: 3 clusters Score -296969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -296971.875000 Penalty: 2765.935791
	Iteration 30Q: 3 clusters Score -296971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -296973.906250 Penalty: 2765.935791
	Iteration 31Q: 3 clusters Score -296973.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -296977.656250 Penalty: 2765.935791
	Iteration 32Q: 3 clusters Score -296977.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -296982.968750 Penalty: 2765.935791
	Iteration 33Q: 3 clusters Score -296983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -296985.437500 Penalty: 2765.935791
	Iteration 34Q: 3 clusters Score -296985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -296988.687500 Penalty: 2765.935791
	Iteration 35Q: 3 clusters Score -296988.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -296992.093750 Penalty: 2765.935791
	Iteration 36Q: 3 clusters Score -296992.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -296997.687500 Penalty: 2765.935791
	Iteration 37Q: 3 clusters Score -296997.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -297004.250000 Penalty: 2765.935791
	Iteration 38Q: 3 clusters Score -297004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -297009.375000 Penalty: 2765.935791
	Iteration 39Q: 3 clusters Score -297009.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -297013.625000 Penalty: 2765.935791
	Iteration 40F: 3 clusters Score -297013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -297015.531250 Penalty: 2765.935791
	Iteration 41Q: 3 clusters Score -297015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -297016.906250 Penalty: 2765.935791
	Iteration 42Q: 3 clusters Score -297016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -297017.968750 Penalty: 2765.935791
	Iteration 43Q: 3 clusters Score -297018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -297018.125000 Penalty: 2765.935791
	Iteration 44Q: 3 clusters Score -297018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -297018.468750 Penalty: 2765.935791
	Iteration 45Q: 3 clusters Score -297018.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -297018.531250 Penalty: 2765.935791
	Iteration 46Q: 3 clusters Score -297018.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -297019.218750 Penalty: 2765.935791
	Iteration 47Q: 3 clusters Score -297019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -297019.343750 Penalty: 2765.935791
	Iteration 48Q: 3 clusters Score -297019.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -297019.343750 Penalty: 2765.935791
	Iteration 49F: 3 clusters Score -297019.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101437 members 
Entering Unmasked Estep 
Score: -6261339.000000 Penalty: 1873.168823
	Iteration 0F: 2 clusters Score -6261339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -6193422.000000 Penalty: 3746.337646
	Iteration 0F: 3 clusters Score -6193422 nChanged 48438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -6222380.000000 Penalty: 3746.337646
	Iteration 1F: 3 clusters Score -6222380 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -6223294.000000 Penalty: 3746.337646
	Iteration 2Q: 3 clusters Score -6223294 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -6224510.500000 Penalty: 3746.337646
	Iteration 3Q: 3 clusters Score -6224510 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -6226220.000000 Penalty: 3746.337646
	Iteration 4Q: 3 clusters Score -6226220 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -6228798.500000 Penalty: 3746.337646
	Iteration 5F: 3 clusters Score -6228798 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -6232715.500000 Penalty: 3746.337646
	Iteration 6F: 3 clusters Score -6232716 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -6238042.500000 Penalty: 3746.337646
	Iteration 7F: 3 clusters Score -6238042 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -6243540.000000 Penalty: 3746.337646
	Iteration 8F: 3 clusters Score -6243540 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -6248344.000000 Penalty: 3746.337646
	Iteration 9F: 3 clusters Score -6248344 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -6251954.500000 Penalty: 3746.337646
	Iteration 10Q: 3 clusters Score -6251954 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -6254271.000000 Penalty: 3746.337646
	Iteration 11Q: 3 clusters Score -6254271 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -6255933.500000 Penalty: 3746.337646
	Iteration 12Q: 3 clusters Score -6255934 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97061 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6257181.000000 Penalty: 3746.337646
	Iteration 13Q: 3 clusters Score -6257181 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -6258086.000000 Penalty: 3746.337646
	Iteration 14Q: 3 clusters Score -6258086 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6258657.000000 Penalty: 3746.337646
	Iteration 15Q: 3 clusters Score -6258657 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6259036.000000 Penalty: 3746.337646
	Iteration 16Q: 3 clusters Score -6259036 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6259264.500000 Penalty: 3746.337646
	Iteration 17Q: 3 clusters Score -6259264 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6259402.000000 Penalty: 3746.337646
	Iteration 18Q: 3 clusters Score -6259402 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100293 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6259511.000000 Penalty: 3746.337646
	Iteration 19Q: 3 clusters Score -6259511 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6259590.000000 Penalty: 3746.337646
	Iteration 20F: 3 clusters Score -6259590 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6259631.000000 Penalty: 3746.337646
	Iteration 21Q: 3 clusters Score -6259631 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100566 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6259676.000000 Penalty: 3746.337646
	Iteration 22Q: 3 clusters Score -6259676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6259704.000000 Penalty: 3746.337646
	Iteration 23Q: 3 clusters Score -6259704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6259741.000000 Penalty: 3746.337646
	Iteration 24Q: 3 clusters Score -6259741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100713 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6259763.500000 Penalty: 3746.337646
	Iteration 25Q: 3 clusters Score -6259764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6259767.500000 Penalty: 3746.337646
	Iteration 26Q: 3 clusters Score -6259768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100748 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6259782.000000 Penalty: 3746.337646
	Iteration 27Q: 3 clusters Score -6259782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6259792.500000 Penalty: 3746.337646
	Iteration 28Q: 3 clusters Score -6259792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6259793.000000 Penalty: 3746.337646
	Iteration 29Q: 3 clusters Score -6259793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6259811.000000 Penalty: 3746.337646
	Iteration 30Q: 3 clusters Score -6259811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100784 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6259805.000000 Penalty: 3746.337646
	Iteration 31Q: 3 clusters Score -6259805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6259805.000000 Penalty: 3746.337646
	Iteration 32Q: 3 clusters Score -6259805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6259809.500000 Penalty: 3746.337646
	Iteration 33Q: 3 clusters Score -6259810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6259818.500000 Penalty: 3746.337646
	Iteration 34Q: 3 clusters Score -6259818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6259828.500000 Penalty: 3746.337646
	Iteration 35Q: 3 clusters Score -6259828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6259832.000000 Penalty: 3746.337646
	Iteration 36Q: 3 clusters Score -6259832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6259838.000000 Penalty: 3746.337646
	Iteration 37Q: 3 clusters Score -6259838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6259847.500000 Penalty: 3746.337646
	Iteration 38Q: 3 clusters Score -6259848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6259843.500000 Penalty: 3746.337646
	Iteration 39Q: 3 clusters Score -6259844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6259846.000000 Penalty: 3746.337646
	Iteration 40F: 3 clusters Score -6259846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6259847.500000 Penalty: 3746.337646
	Iteration 41Q: 3 clusters Score -6259848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6259843.500000 Penalty: 3746.337646
	Iteration 42Q: 3 clusters Score -6259844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6259850.000000 Penalty: 3746.337646
	Iteration 43Q: 3 clusters Score -6259850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6259852.500000 Penalty: 3746.337646
	Iteration 44Q: 3 clusters Score -6259852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100869 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6259843.000000 Penalty: 3746.337646
	Iteration 45Q: 3 clusters Score -6259843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6259848.000000 Penalty: 3746.337646
	Iteration 46Q: 3 clusters Score -6259848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6259851.500000 Penalty: 3746.337646
	Iteration 47Q: 3 clusters Score -6259852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6259848.000000 Penalty: 3746.337646
	Iteration 48Q: 3 clusters Score -6259848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6259848.000000 Penalty: 3746.337646
	Iteration 49F: 3 clusters Score -6259848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Entering Unmasked Estep 
Score: -464624.156250 Penalty: 1457.881104
	Iteration 0F: 2 clusters Score -464624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -458881.562500 Penalty: 2915.762207
	Iteration 0F: 3 clusters Score -458881.6 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -460555.281250 Penalty: 2915.762207
	Iteration 1F: 3 clusters Score -460555.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -460788.531250 Penalty: 2915.762207
	Iteration 2F: 3 clusters Score -460788.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -461090.343750 Penalty: 2915.762207
	Iteration 3F: 3 clusters Score -461090.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -461500.312500 Penalty: 2915.762207
	Iteration 4F: 3 clusters Score -461500.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -462145.906250 Penalty: 2915.762207
	Iteration 5F: 3 clusters Score -462145.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -462884.312500 Penalty: 2915.762207
	Iteration 6F: 3 clusters Score -462884.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -463518.687500 Penalty: 2915.762207
	Iteration 7F: 3 clusters Score -463518.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -463932.000000 Penalty: 2915.762207
	Iteration 8F: 3 clusters Score -463932 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -464174.156250 Penalty: 2915.762207
	Iteration 9Q: 3 clusters Score -464174.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -464291.125000 Penalty: 2915.762207
	Iteration 10Q: 3 clusters Score -464291.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -464346.468750 Penalty: 2915.762207
	Iteration 11Q: 3 clusters Score -464346.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -464379.312500 Penalty: 2915.762207
	Iteration 12Q: 3 clusters Score -464379.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -464400.468750 Penalty: 2915.762207
	Iteration 13Q: 3 clusters Score -464400.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -464415.468750 Penalty: 2915.762207
	Iteration 14Q: 3 clusters Score -464415.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -464423.625000 Penalty: 2915.762207
	Iteration 15Q: 3 clusters Score -464423.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -464428.375000 Penalty: 2915.762207
	Iteration 16Q: 3 clusters Score -464428.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -464432.312500 Penalty: 2915.762207
	Iteration 17Q: 3 clusters Score -464432.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -464435.906250 Penalty: 2915.762207
	Iteration 18Q: 3 clusters Score -464435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -464438.187500 Penalty: 2915.762207
	Iteration 19Q: 3 clusters Score -464438.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -464440.593750 Penalty: 2915.762207
	Iteration 20F: 3 clusters Score -464440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -464442.875000 Penalty: 2915.762207
	Iteration 21Q: 3 clusters Score -464442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -464445.656250 Penalty: 2915.762207
	Iteration 22Q: 3 clusters Score -464445.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -464446.968750 Penalty: 2915.762207
	Iteration 23Q: 3 clusters Score -464447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -464448.906250 Penalty: 2915.762207
	Iteration 24Q: 3 clusters Score -464448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -464451.437500 Penalty: 2915.762207
	Iteration 25Q: 3 clusters Score -464451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -464452.687500 Penalty: 2915.762207
	Iteration 26Q: 3 clusters Score -464452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -464453.468750 Penalty: 2915.762207
	Iteration 27Q: 3 clusters Score -464453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -464453.375000 Penalty: 2915.762207
	Iteration 28Q: 3 clusters Score -464453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -464454.250000 Penalty: 2915.762207
	Iteration 29Q: 3 clusters Score -464454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -464454.218750 Penalty: 2915.762207
	Iteration 30Q: 3 clusters Score -464454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -464454.687500 Penalty: 2915.762207
	Iteration 31Q: 3 clusters Score -464454.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -464454.687500 Penalty: 2915.762207
	Iteration 32F: 3 clusters Score -464454.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Entering Unmasked Estep 
Score: -1723846.750000 Penalty: 1664.474487
	Iteration 0F: 2 clusters Score -1723847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1704943.750000 Penalty: 3328.948975
	Iteration 0F: 3 clusters Score -1704944 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1712096.875000 Penalty: 3328.948975
	Iteration 1F: 3 clusters Score -1712097 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1712632.625000 Penalty: 3328.948975
	Iteration 2Q: 3 clusters Score -1712633 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1713296.500000 Penalty: 3328.948975
	Iteration 3Q: 3 clusters Score -1713296 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1714064.625000 Penalty: 3328.948975
	Iteration 4F: 3 clusters Score -1714065 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1714962.500000 Penalty: 3328.948975
	Iteration 5F: 3 clusters Score -1714962 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1716049.125000 Penalty: 3328.948975
	Iteration 6F: 3 clusters Score -1716049 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1717392.125000 Penalty: 3328.948975
	Iteration 7F: 3 clusters Score -1717392 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -1718790.250000 Penalty: 3328.948975
	Iteration 8F: 3 clusters Score -1718790 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -1720076.375000 Penalty: 3328.948975
	Iteration 9F: 3 clusters Score -1720076 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -1721232.125000 Penalty: 3328.948975
	Iteration 10Q: 3 clusters Score -1721232 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -1722032.000000 Penalty: 3328.948975
	Iteration 11Q: 3 clusters Score -1722032 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -1722403.875000 Penalty: 3328.948975
	Iteration 12Q: 3 clusters Score -1722404 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -1722651.750000 Penalty: 3328.948975
	Iteration 13Q: 3 clusters Score -1722652 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -1722843.625000 Penalty: 3328.948975
	Iteration 14Q: 3 clusters Score -1722844 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -1722982.625000 Penalty: 3328.948975
	Iteration 15Q: 3 clusters Score -1722983 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -1723096.125000 Penalty: 3328.948975
	Iteration 16Q: 3 clusters Score -1723096 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -1723163.250000 Penalty: 3328.948975
	Iteration 17Q: 3 clusters Score -1723163 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -1723229.375000 Penalty: 3328.948975
	Iteration 18Q: 3 clusters Score -1723229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -1723288.625000 Penalty: 3328.948975
	Iteration 19Q: 3 clusters Score -1723289 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -1723336.000000 Penalty: 3328.948975
	Iteration 20F: 3 clusters Score -1723336 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -1723385.750000 Penalty: 3328.948975
	Iteration 21Q: 3 clusters Score -1723386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -1723416.125000 Penalty: 3328.948975
	Iteration 22Q: 3 clusters Score -1723416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -1723447.625000 Penalty: 3328.948975
	Iteration 23Q: 3 clusters Score -1723448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -1723472.500000 Penalty: 3328.948975
	Iteration 24Q: 3 clusters Score -1723472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -1723490.250000 Penalty: 3328.948975
	Iteration 25Q: 3 clusters Score -1723490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -1723507.375000 Penalty: 3328.948975
	Iteration 26Q: 3 clusters Score -1723507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -1723525.000000 Penalty: 3328.948975
	Iteration 27Q: 3 clusters Score -1723525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -1723528.375000 Penalty: 3328.948975
	Iteration 28Q: 3 clusters Score -1723528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -1723528.875000 Penalty: 3328.948975
	Iteration 29Q: 3 clusters Score -1723529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -1723532.500000 Penalty: 3328.948975
	Iteration 30Q: 3 clusters Score -1723532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -1723541.750000 Penalty: 3328.948975
	Iteration 31Q: 3 clusters Score -1723542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -1723548.875000 Penalty: 3328.948975
	Iteration 32Q: 3 clusters Score -1723549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -1723546.875000 Penalty: 3328.948975
	Iteration 33Q: 3 clusters Score -1723547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -1723548.875000 Penalty: 3328.948975
	Iteration 34Q: 3 clusters Score -1723549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -1723550.625000 Penalty: 3328.948975
	Iteration 35Q: 3 clusters Score -1723551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -1723553.250000 Penalty: 3328.948975
	Iteration 36Q: 3 clusters Score -1723553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -1723552.250000 Penalty: 3328.948975
	Iteration 37Q: 3 clusters Score -1723552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -1723552.125000 Penalty: 3328.948975
	Iteration 38Q: 3 clusters Score -1723552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -1723550.625000 Penalty: 3328.948975
	Iteration 39Q: 3 clusters Score -1723551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -1723553.375000 Penalty: 3328.948975
	Iteration 40F: 3 clusters Score -1723553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -1723554.500000 Penalty: 3328.948975
	Iteration 41Q: 3 clusters Score -1723554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -1723553.375000 Penalty: 3328.948975
	Iteration 42Q: 3 clusters Score -1723553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -1723554.500000 Penalty: 3328.948975
	Iteration 43Q: 3 clusters Score -1723554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -1723554.000000 Penalty: 3328.948975
	Iteration 44Q: 3 clusters Score -1723554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -1723554.875000 Penalty: 3328.948975
	Iteration 45Q: 3 clusters Score -1723555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -1723553.625000 Penalty: 3328.948975
	Iteration 46Q: 3 clusters Score -1723554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -1723551.750000 Penalty: 3328.948975
	Iteration 47Q: 3 clusters Score -1723552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -1723554.875000 Penalty: 3328.948975
	Iteration 48Q: 3 clusters Score -1723555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -1723557.500000 Penalty: 3328.948975
	Iteration 49Q: 3 clusters Score -1723558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -1723559.750000 Penalty: 3328.948975
	Iteration 50Q: 3 clusters Score -1723560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -1723562.000000 Penalty: 3328.948975
	Iteration 51Q: 3 clusters Score -1723562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -1723560.125000 Penalty: 3328.948975
	Iteration 52Q: 3 clusters Score -1723560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -1723562.625000 Penalty: 3328.948975
	Iteration 53Q: 3 clusters Score -1723563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -1723561.250000 Penalty: 3328.948975
	Iteration 54Q: 3 clusters Score -1723561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -1723561.625000 Penalty: 3328.948975
	Iteration 55Q: 3 clusters Score -1723562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -1723561.625000 Penalty: 3328.948975
	Iteration 56F: 3 clusters Score -1723562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -371069.906250 Penalty: 1418.868408
	Iteration 0F: 2 clusters Score -371069.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -366329.750000 Penalty: 2837.736816
	Iteration 0F: 3 clusters Score -366329.8 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -367765.343750 Penalty: 2837.736816
	Iteration 1F: 3 clusters Score -367765.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -368007.218750 Penalty: 2837.736816
	Iteration 2F: 3 clusters Score -368007.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -368228.125000 Penalty: 2837.736816
	Iteration 3F: 3 clusters Score -368228.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -368462.375000 Penalty: 2837.736816
	Iteration 4F: 3 clusters Score -368462.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -368720.593750 Penalty: 2837.736816
	Iteration 5F: 3 clusters Score -368720.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -368982.093750 Penalty: 2837.736816
	Iteration 6F: 3 clusters Score -368982.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -369175.500000 Penalty: 2837.736816
	Iteration 7F: 3 clusters Score -369175.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -369309.312500 Penalty: 2837.736816
	Iteration 8Q: 3 clusters Score -369309.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -369428.468750 Penalty: 2837.736816
	Iteration 9Q: 3 clusters Score -369428.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -369523.625000 Penalty: 2837.736816
	Iteration 10Q: 3 clusters Score -369523.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -369612.625000 Penalty: 2837.736816
	Iteration 11Q: 3 clusters Score -369612.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -369677.750000 Penalty: 2837.736816
	Iteration 12Q: 3 clusters Score -369677.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -369733.437500 Penalty: 2837.736816
	Iteration 13Q: 3 clusters Score -369733.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -369795.281250 Penalty: 2837.736816
	Iteration 14Q: 3 clusters Score -369795.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -369854.062500 Penalty: 2837.736816
	Iteration 15Q: 3 clusters Score -369854.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -369904.406250 Penalty: 2837.736816
	Iteration 16Q: 3 clusters Score -369904.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -369956.312500 Penalty: 2837.736816
	Iteration 17Q: 3 clusters Score -369956.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -370003.531250 Penalty: 2837.736816
	Iteration 18Q: 3 clusters Score -370003.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -370046.625000 Penalty: 2837.736816
	Iteration 19Q: 3 clusters Score -370046.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -370065.812500 Penalty: 2837.736816
	Iteration 20F: 3 clusters Score -370065.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -370075.468750 Penalty: 2837.736816
	Iteration 21Q: 3 clusters Score -370075.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -370081.843750 Penalty: 2837.736816
	Iteration 22Q: 3 clusters Score -370081.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -370083.500000 Penalty: 2837.736816
	Iteration 23Q: 3 clusters Score -370083.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -370085.187500 Penalty: 2837.736816
	Iteration 24Q: 3 clusters Score -370085.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -370086.093750 Penalty: 2837.736816
	Iteration 25Q: 3 clusters Score -370086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -370086.250000 Penalty: 2837.736816
	Iteration 26Q: 3 clusters Score -370086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -370085.750000 Penalty: 2837.736816
	Iteration 27Q: 3 clusters Score -370085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -370085.750000 Penalty: 2837.736816
	Iteration 28F: 3 clusters Score -370085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Entering Unmasked Estep 
Score: -617023.750000 Penalty: 1497.991211
	Iteration 0F: 2 clusters Score -617023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -609870.062500 Penalty: 2995.982422
	Iteration 0F: 3 clusters Score -609870.1 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -612266.375000 Penalty: 2995.982422
	Iteration 1F: 3 clusters Score -612266.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -612544.750000 Penalty: 2995.982422
	Iteration 2F: 3 clusters Score -612544.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -612785.000000 Penalty: 2995.982422
	Iteration 3F: 3 clusters Score -612785 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -612964.312500 Penalty: 2995.982422
	Iteration 4Q: 3 clusters Score -612964.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -613159.125000 Penalty: 2995.982422
	Iteration 5Q: 3 clusters Score -613159.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -613415.250000 Penalty: 2995.982422
	Iteration 6Q: 3 clusters Score -613415.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -613725.312500 Penalty: 2995.982422
	Iteration 7Q: 3 clusters Score -613725.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -614103.750000 Penalty: 2995.982422
	Iteration 8Q: 3 clusters Score -614103.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -614516.687500 Penalty: 2995.982422
	Iteration 9F: 3 clusters Score -614516.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -614887.187500 Penalty: 2995.982422
	Iteration 10Q: 3 clusters Score -614887.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -615214.312500 Penalty: 2995.982422
	Iteration 11Q: 3 clusters Score -615214.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -615410.125000 Penalty: 2995.982422
	Iteration 12Q: 3 clusters Score -615410.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -615568.250000 Penalty: 2995.982422
	Iteration 13Q: 3 clusters Score -615568.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -615684.437500 Penalty: 2995.982422
	Iteration 14Q: 3 clusters Score -615684.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -615766.687500 Penalty: 2995.982422
	Iteration 15Q: 3 clusters Score -615766.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -615829.937500 Penalty: 2995.982422
	Iteration 16Q: 3 clusters Score -615829.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -615883.562500 Penalty: 2995.982422
	Iteration 17Q: 3 clusters Score -615883.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -615915.750000 Penalty: 2995.982422
	Iteration 18Q: 3 clusters Score -615915.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -615934.687500 Penalty: 2995.982422
	Iteration 19Q: 3 clusters Score -615934.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -615953.250000 Penalty: 2995.982422
	Iteration 20F: 3 clusters Score -615953.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -615964.937500 Penalty: 2995.982422
	Iteration 21Q: 3 clusters Score -615964.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -615978.812500 Penalty: 2995.982422
	Iteration 22Q: 3 clusters Score -615978.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -615986.437500 Penalty: 2995.982422
	Iteration 23Q: 3 clusters Score -615986.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -615996.687500 Penalty: 2995.982422
	Iteration 24Q: 3 clusters Score -615996.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -616006.250000 Penalty: 2995.982422
	Iteration 25Q: 3 clusters Score -616006.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -616016.500000 Penalty: 2995.982422
	Iteration 26Q: 3 clusters Score -616016.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -616030.875000 Penalty: 2995.982422
	Iteration 27Q: 3 clusters Score -616030.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -616038.250000 Penalty: 2995.982422
	Iteration 28Q: 3 clusters Score -616038.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -616046.000000 Penalty: 2995.982422
	Iteration 29Q: 3 clusters Score -616046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -616052.812500 Penalty: 2995.982422
	Iteration 30Q: 3 clusters Score -616052.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -616055.750000 Penalty: 2995.982422
	Iteration 31Q: 3 clusters Score -616055.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -616062.062500 Penalty: 2995.982422
	Iteration 32Q: 3 clusters Score -616062.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -616070.562500 Penalty: 2995.982422
	Iteration 33Q: 3 clusters Score -616070.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -616075.250000 Penalty: 2995.982422
	Iteration 34Q: 3 clusters Score -616075.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -616083.750000 Penalty: 2995.982422
	Iteration 35Q: 3 clusters Score -616083.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -616091.500000 Penalty: 2995.982422
	Iteration 36Q: 3 clusters Score -616091.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -616097.937500 Penalty: 2995.982422
	Iteration 37Q: 3 clusters Score -616097.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -616106.875000 Penalty: 2995.982422
	Iteration 38Q: 3 clusters Score -616106.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -616113.687500 Penalty: 2995.982422
	Iteration 39Q: 3 clusters Score -616113.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -616120.500000 Penalty: 2995.982422
	Iteration 40F: 3 clusters Score -616120.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -616126.500000 Penalty: 2995.982422
	Iteration 41Q: 3 clusters Score -616126.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -616130.000000 Penalty: 2995.982422
	Iteration 42Q: 3 clusters Score -616130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -616132.375000 Penalty: 2995.982422
	Iteration 43Q: 3 clusters Score -616132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -616134.687500 Penalty: 2995.982422
	Iteration 44Q: 3 clusters Score -616134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -616137.812500 Penalty: 2995.982422
	Iteration 45Q: 3 clusters Score -616137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -616137.500000 Penalty: 2995.982422
	Iteration 46Q: 3 clusters Score -616137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -616139.437500 Penalty: 2995.982422
	Iteration 47Q: 3 clusters Score -616139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -616140.687500 Penalty: 2995.982422
	Iteration 48Q: 3 clusters Score -616140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -616143.000000 Penalty: 2995.982422
	Iteration 49Q: 3 clusters Score -616143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -616144.312500 Penalty: 2995.982422
	Iteration 50Q: 3 clusters Score -616144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -616146.937500 Penalty: 2995.982422
	Iteration 51Q: 3 clusters Score -616146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -616149.750000 Penalty: 2995.982422
	Iteration 52Q: 3 clusters Score -616149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -616152.812500 Penalty: 2995.982422
	Iteration 53Q: 3 clusters Score -616152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -616152.875000 Penalty: 2995.982422
	Iteration 54Q: 3 clusters Score -616152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -616153.000000 Penalty: 2995.982422
	Iteration 55Q: 3 clusters Score -616153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -616153.750000 Penalty: 2995.982422
	Iteration 56Q: 3 clusters Score -616153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -616153.875000 Penalty: 2995.982422
	Iteration 57Q: 3 clusters Score -616153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -616153.875000 Penalty: 2995.982422
	Iteration 58Q: 3 clusters Score -616153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -616154.062500 Penalty: 2995.982422
	Iteration 59Q: 3 clusters Score -616154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -616153.687500 Penalty: 2995.982422
	Iteration 60F: 3 clusters Score -616153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -616154.312500 Penalty: 2995.982422
	Iteration 61Q: 3 clusters Score -616154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -616155.062500 Penalty: 2995.982422
	Iteration 62Q: 3 clusters Score -616155.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -616155.312500 Penalty: 2995.982422
	Iteration 63Q: 3 clusters Score -616155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -616155.875000 Penalty: 2995.982422
	Iteration 64Q: 3 clusters Score -616155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -616156.562500 Penalty: 2995.982422
	Iteration 65Q: 3 clusters Score -616156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -616156.562500 Penalty: 2995.982422
	Iteration 66F: 3 clusters Score -616156.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -329748.718750 Penalty: 1398.434814
	Iteration 0F: 2 clusters Score -329748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -325429.343750 Penalty: 2796.869629
	Iteration 0F: 3 clusters Score -325429.3 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -326694.656250 Penalty: 2796.869629
	Iteration 1F: 3 clusters Score -326694.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -326903.406250 Penalty: 2796.869629
	Iteration 2F: 3 clusters Score -326903.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -327048.000000 Penalty: 2796.869629
	Iteration 3F: 3 clusters Score -327048 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -327173.843750 Penalty: 2796.869629
	Iteration 4Q: 3 clusters Score -327173.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -327316.093750 Penalty: 2796.869629
	Iteration 5Q: 3 clusters Score -327316.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -327457.031250 Penalty: 2796.869629
	Iteration 6Q: 3 clusters Score -327457 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -327619.125000 Penalty: 2796.869629
	Iteration 7Q: 3 clusters Score -327619.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -327832.875000 Penalty: 2796.869629
	Iteration 8F: 3 clusters Score -327832.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -328027.812500 Penalty: 2796.869629
	Iteration 9Q: 3 clusters Score -328027.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -328204.812500 Penalty: 2796.869629
	Iteration 10Q: 3 clusters Score -328204.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -328354.375000 Penalty: 2796.869629
	Iteration 11Q: 3 clusters Score -328354.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -328493.781250 Penalty: 2796.869629
	Iteration 12Q: 3 clusters Score -328493.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -328581.375000 Penalty: 2796.869629
	Iteration 13Q: 3 clusters Score -328581.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -328636.937500 Penalty: 2796.869629
	Iteration 14Q: 3 clusters Score -328636.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -328671.187500 Penalty: 2796.869629
	Iteration 15Q: 3 clusters Score -328671.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -328705.312500 Penalty: 2796.869629
	Iteration 16Q: 3 clusters Score -328705.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -328729.062500 Penalty: 2796.869629
	Iteration 17Q: 3 clusters Score -328729.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -328745.031250 Penalty: 2796.869629
	Iteration 18Q: 3 clusters Score -328745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -328754.718750 Penalty: 2796.869629
	Iteration 19Q: 3 clusters Score -328754.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -328766.156250 Penalty: 2796.869629
	Iteration 20F: 3 clusters Score -328766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -328770.406250 Penalty: 2796.869629
	Iteration 21Q: 3 clusters Score -328770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -328777.718750 Penalty: 2796.869629
	Iteration 22Q: 3 clusters Score -328777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -328780.625000 Penalty: 2796.869629
	Iteration 23Q: 3 clusters Score -328780.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -328780.625000 Penalty: 2796.869629
	Iteration 24F: 3 clusters Score -328780.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Entering Unmasked Estep 
Score: -1820448.250000 Penalty: 1674.003296
	Iteration 0F: 2 clusters Score -1820448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1800518.875000 Penalty: 3348.006592
	Iteration 0F: 3 clusters Score -1800519 nChanged 13625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1807999.875000 Penalty: 3348.006592
	Iteration 1F: 3 clusters Score -1808000 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1808324.250000 Penalty: 3348.006592
	Iteration 2Q: 3 clusters Score -1808324 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1808625.750000 Penalty: 3348.006592
	Iteration 3Q: 3 clusters Score -1808626 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1808908.125000 Penalty: 3348.006592
	Iteration 4Q: 3 clusters Score -1808908 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1809207.750000 Penalty: 3348.006592
	Iteration 5Q: 3 clusters Score -1809208 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1809591.375000 Penalty: 3348.006592
	Iteration 6Q: 3 clusters Score -1809591 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1810171.250000 Penalty: 3348.006592
	Iteration 7Q: 3 clusters Score -1810171 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1811026.250000 Penalty: 3348.006592
	Iteration 8Q: 3 clusters Score -1811026 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1812172.750000 Penalty: 3348.006592
	Iteration 9F: 3 clusters Score -1812173 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1813647.500000 Penalty: 3348.006592
	Iteration 10F: 3 clusters Score -1813648 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1815284.250000 Penalty: 3348.006592
	Iteration 11F: 3 clusters Score -1815284 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1816533.500000 Penalty: 3348.006592
	Iteration 12Q: 3 clusters Score -1816534 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1817431.750000 Penalty: 3348.006592
	Iteration 13Q: 3 clusters Score -1817432 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1818032.625000 Penalty: 3348.006592
	Iteration 14Q: 3 clusters Score -1818033 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1818424.250000 Penalty: 3348.006592
	Iteration 15Q: 3 clusters Score -1818424 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1818660.000000 Penalty: 3348.006592
	Iteration 16Q: 3 clusters Score -1818660 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1818810.375000 Penalty: 3348.006592
	Iteration 17Q: 3 clusters Score -1818810 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1818890.500000 Penalty: 3348.006592
	Iteration 18Q: 3 clusters Score -1818890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1818938.375000 Penalty: 3348.006592
	Iteration 19Q: 3 clusters Score -1818938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1818967.750000 Penalty: 3348.006592
	Iteration 20F: 3 clusters Score -1818968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1818991.625000 Penalty: 3348.006592
	Iteration 21Q: 3 clusters Score -1818992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1819010.625000 Penalty: 3348.006592
	Iteration 22Q: 3 clusters Score -1819011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1819024.625000 Penalty: 3348.006592
	Iteration 23Q: 3 clusters Score -1819025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1819035.250000 Penalty: 3348.006592
	Iteration 24Q: 3 clusters Score -1819035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1819048.125000 Penalty: 3348.006592
	Iteration 25Q: 3 clusters Score -1819048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1819061.250000 Penalty: 3348.006592
	Iteration 26Q: 3 clusters Score -1819061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1819068.125000 Penalty: 3348.006592
	Iteration 27Q: 3 clusters Score -1819068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1819079.250000 Penalty: 3348.006592
	Iteration 28Q: 3 clusters Score -1819079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1819086.875000 Penalty: 3348.006592
	Iteration 29Q: 3 clusters Score -1819087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1819095.875000 Penalty: 3348.006592
	Iteration 30Q: 3 clusters Score -1819096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1819107.250000 Penalty: 3348.006592
	Iteration 31Q: 3 clusters Score -1819107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1819109.750000 Penalty: 3348.006592
	Iteration 32Q: 3 clusters Score -1819110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1819115.750000 Penalty: 3348.006592
	Iteration 33Q: 3 clusters Score -1819116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1819114.500000 Penalty: 3348.006592
	Iteration 34Q: 3 clusters Score -1819114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1819119.375000 Penalty: 3348.006592
	Iteration 35Q: 3 clusters Score -1819119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1819121.375000 Penalty: 3348.006592
	Iteration 36Q: 3 clusters Score -1819121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1819124.625000 Penalty: 3348.006592
	Iteration 37Q: 3 clusters Score -1819125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1819125.875000 Penalty: 3348.006592
	Iteration 38Q: 3 clusters Score -1819126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1819125.875000 Penalty: 3348.006592
	Iteration 39F: 3 clusters Score -1819126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Entering Unmasked Estep 
Score: -363990.687500 Penalty: 1415.636230
	Iteration 0F: 2 clusters Score -363990.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -359376.000000 Penalty: 2831.272461
	Iteration 0F: 3 clusters Score -359376 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -360937.718750 Penalty: 2831.272461
	Iteration 1F: 3 clusters Score -360937.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -361399.250000 Penalty: 2831.272461
	Iteration 2F: 3 clusters Score -361399.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -361782.593750 Penalty: 2831.272461
	Iteration 3F: 3 clusters Score -361782.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -362066.281250 Penalty: 2831.272461
	Iteration 4F: 3 clusters Score -362066.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -362339.031250 Penalty: 2831.272461
	Iteration 5F: 3 clusters Score -362339 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -362577.125000 Penalty: 2831.272461
	Iteration 6F: 3 clusters Score -362577.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -362755.187500 Penalty: 2831.272461
	Iteration 7Q: 3 clusters Score -362755.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -362890.312500 Penalty: 2831.272461
	Iteration 8Q: 3 clusters Score -362890.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -362999.562500 Penalty: 2831.272461
	Iteration 9Q: 3 clusters Score -362999.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -363077.250000 Penalty: 2831.272461
	Iteration 10Q: 3 clusters Score -363077.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -363143.593750 Penalty: 2831.272461
	Iteration 11Q: 3 clusters Score -363143.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -363212.843750 Penalty: 2831.272461
	Iteration 12Q: 3 clusters Score -363212.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -363288.656250 Penalty: 2831.272461
	Iteration 13Q: 3 clusters Score -363288.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -363346.375000 Penalty: 2831.272461
	Iteration 14Q: 3 clusters Score -363346.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -363388.843750 Penalty: 2831.272461
	Iteration 15Q: 3 clusters Score -363388.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -363414.968750 Penalty: 2831.272461
	Iteration 16Q: 3 clusters Score -363415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -363431.468750 Penalty: 2831.272461
	Iteration 17Q: 3 clusters Score -363431.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -363441.718750 Penalty: 2831.272461
	Iteration 18Q: 3 clusters Score -363441.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -363447.343750 Penalty: 2831.272461
	Iteration 19Q: 3 clusters Score -363447.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -363458.781250 Penalty: 2831.272461
	Iteration 20F: 3 clusters Score -363458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -363464.750000 Penalty: 2831.272461
	Iteration 21Q: 3 clusters Score -363464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -363468.437500 Penalty: 2831.272461
	Iteration 22Q: 3 clusters Score -363468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -363470.062500 Penalty: 2831.272461
	Iteration 23Q: 3 clusters Score -363470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -363471.218750 Penalty: 2831.272461
	Iteration 24Q: 3 clusters Score -363471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -363472.750000 Penalty: 2831.272461
	Iteration 25Q: 3 clusters Score -363472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -363474.468750 Penalty: 2831.272461
	Iteration 26Q: 3 clusters Score -363474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -363476.000000 Penalty: 2831.272461
	Iteration 27Q: 3 clusters Score -363476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -363477.375000 Penalty: 2831.272461
	Iteration 28Q: 3 clusters Score -363477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -363478.312500 Penalty: 2831.272461
	Iteration 29Q: 3 clusters Score -363478.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -363479.562500 Penalty: 2831.272461
	Iteration 30Q: 3 clusters Score -363479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -363480.343750 Penalty: 2831.272461
	Iteration 31Q: 3 clusters Score -363480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -363480.687500 Penalty: 2831.272461
	Iteration 32Q: 3 clusters Score -363480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -363481.062500 Penalty: 2831.272461
	Iteration 33Q: 3 clusters Score -363481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -363482.625000 Penalty: 2831.272461
	Iteration 34Q: 3 clusters Score -363482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -363484.750000 Penalty: 2831.272461
	Iteration 35Q: 3 clusters Score -363484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -363486.437500 Penalty: 2831.272461
	Iteration 36Q: 3 clusters Score -363486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -363488.062500 Penalty: 2831.272461
	Iteration 37Q: 3 clusters Score -363488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -363488.812500 Penalty: 2831.272461
	Iteration 38Q: 3 clusters Score -363488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -363488.812500 Penalty: 2831.272461
	Iteration 39F: 3 clusters Score -363488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -282929.281250 Penalty: 1372.774536
	Iteration 0F: 2 clusters Score -282929.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -279161.718750 Penalty: 2745.549072
	Iteration 0F: 3 clusters Score -279161.7 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -280159.437500 Penalty: 2745.549072
	Iteration 1F: 3 clusters Score -280159.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -280331.093750 Penalty: 2745.549072
	Iteration 2F: 3 clusters Score -280331.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -280448.281250 Penalty: 2745.549072
	Iteration 3Q: 3 clusters Score -280448.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -280557.187500 Penalty: 2745.549072
	Iteration 4Q: 3 clusters Score -280557.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -280634.343750 Penalty: 2745.549072
	Iteration 5Q: 3 clusters Score -280634.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -280681.093750 Penalty: 2745.549072
	Iteration 6Q: 3 clusters Score -280681.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -280723.343750 Penalty: 2745.549072
	Iteration 7Q: 3 clusters Score -280723.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -280762.875000 Penalty: 2745.549072
	Iteration 8Q: 3 clusters Score -280762.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -280800.093750 Penalty: 2745.549072
	Iteration 9Q: 3 clusters Score -280800.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -280836.062500 Penalty: 2745.549072
	Iteration 10Q: 3 clusters Score -280836.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -280874.437500 Penalty: 2745.549072
	Iteration 11Q: 3 clusters Score -280874.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -280909.875000 Penalty: 2745.549072
	Iteration 12Q: 3 clusters Score -280909.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -280935.656250 Penalty: 2745.549072
	Iteration 13Q: 3 clusters Score -280935.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -280951.968750 Penalty: 2745.549072
	Iteration 14Q: 3 clusters Score -280952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -280972.281250 Penalty: 2745.549072
	Iteration 15Q: 3 clusters Score -280972.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -280993.656250 Penalty: 2745.549072
	Iteration 16Q: 3 clusters Score -280993.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -281017.093750 Penalty: 2745.549072
	Iteration 17Q: 3 clusters Score -281017.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -281048.750000 Penalty: 2745.549072
	Iteration 18Q: 3 clusters Score -281048.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -281087.625000 Penalty: 2745.549072
	Iteration 19Q: 3 clusters Score -281087.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -281127.000000 Penalty: 2745.549072
	Iteration 20F: 3 clusters Score -281127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -281158.500000 Penalty: 2745.549072
	Iteration 21Q: 3 clusters Score -281158.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -281189.406250 Penalty: 2745.549072
	Iteration 22Q: 3 clusters Score -281189.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -281221.156250 Penalty: 2745.549072
	Iteration 23Q: 3 clusters Score -281221.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -281244.437500 Penalty: 2745.549072
	Iteration 24Q: 3 clusters Score -281244.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -281260.031250 Penalty: 2745.549072
	Iteration 25Q: 3 clusters Score -281260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -281277.375000 Penalty: 2745.549072
	Iteration 26Q: 3 clusters Score -281277.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -281298.531250 Penalty: 2745.549072
	Iteration 27Q: 3 clusters Score -281298.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -281320.625000 Penalty: 2745.549072
	Iteration 28Q: 3 clusters Score -281320.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -281340.156250 Penalty: 2745.549072
	Iteration 29Q: 3 clusters Score -281340.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -281356.093750 Penalty: 2745.549072
	Iteration 30Q: 3 clusters Score -281356.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -281381.718750 Penalty: 2745.549072
	Iteration 31Q: 3 clusters Score -281381.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -281404.406250 Penalty: 2745.549072
	Iteration 32Q: 3 clusters Score -281404.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -281428.281250 Penalty: 2745.549072
	Iteration 33Q: 3 clusters Score -281428.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -281460.500000 Penalty: 2745.549072
	Iteration 34Q: 3 clusters Score -281460.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -281487.406250 Penalty: 2745.549072
	Iteration 35Q: 3 clusters Score -281487.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -281518.250000 Penalty: 2745.549072
	Iteration 36Q: 3 clusters Score -281518.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -281539.406250 Penalty: 2745.549072
	Iteration 37Q: 3 clusters Score -281539.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -281560.343750 Penalty: 2745.549072
	Iteration 38Q: 3 clusters Score -281560.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -281579.906250 Penalty: 2745.549072
	Iteration 39Q: 3 clusters Score -281579.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -281602.750000 Penalty: 2745.549072
	Iteration 40F: 3 clusters Score -281602.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -281624.718750 Penalty: 2745.549072
	Iteration 41Q: 3 clusters Score -281624.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -281636.781250 Penalty: 2745.549072
	Iteration 42Q: 3 clusters Score -281636.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -281645.656250 Penalty: 2745.549072
	Iteration 43Q: 3 clusters Score -281645.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -281652.281250 Penalty: 2745.549072
	Iteration 44Q: 3 clusters Score -281652.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -281662.125000 Penalty: 2745.549072
	Iteration 45Q: 3 clusters Score -281662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -281671.906250 Penalty: 2745.549072
	Iteration 46Q: 3 clusters Score -281671.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -281677.468750 Penalty: 2745.549072
	Iteration 47Q: 3 clusters Score -281677.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -281682.312500 Penalty: 2745.549072
	Iteration 48Q: 3 clusters Score -281682.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -281685.718750 Penalty: 2745.549072
	Iteration 49Q: 3 clusters Score -281685.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -281690.343750 Penalty: 2745.549072
	Iteration 50Q: 3 clusters Score -281690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -281692.812500 Penalty: 2745.549072
	Iteration 51Q: 3 clusters Score -281692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -281694.531250 Penalty: 2745.549072
	Iteration 52Q: 3 clusters Score -281694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -281695.062500 Penalty: 2745.549072
	Iteration 53Q: 3 clusters Score -281695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -281695.562500 Penalty: 2745.549072
	Iteration 54Q: 3 clusters Score -281695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -281695.562500 Penalty: 2745.549072
	Iteration 55F: 3 clusters Score -281695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -190014.031250 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -190014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -187048.281250 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -187048.3 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -187803.046875 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -187803 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -188017.515625 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -188017.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -188225.515625 Penalty: 2635.498291
	Iteration 3F: 3 clusters Score -188225.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -188439.921875 Penalty: 2635.498291
	Iteration 4F: 3 clusters Score -188439.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -188636.218750 Penalty: 2635.498291
	Iteration 5F: 3 clusters Score -188636.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -188794.156250 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -188794.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -188927.187500 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -188927.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -189033.265625 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -189033.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -189101.687500 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -189101.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -189138.031250 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -189138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -189176.953125 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -189177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -189208.140625 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -189208.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -189230.375000 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -189230.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -189242.906250 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -189242.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -189254.687500 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -189254.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -189269.046875 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -189269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -189280.281250 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -189280.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -189293.703125 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -189293.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -189303.140625 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -189303.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -189307.921875 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -189307.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -189310.578125 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -189310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -189313.390625 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -189313.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -189315.437500 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -189315.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -189318.781250 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -189318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -189321.703125 Penalty: 2635.498291
	Iteration 25Q: 3 clusters Score -189321.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -189324.578125 Penalty: 2635.498291
	Iteration 26Q: 3 clusters Score -189324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -189327.984375 Penalty: 2635.498291
	Iteration 27Q: 3 clusters Score -189328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -189330.093750 Penalty: 2635.498291
	Iteration 28Q: 3 clusters Score -189330.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -189330.437500 Penalty: 2635.498291
	Iteration 29Q: 3 clusters Score -189330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -189330.593750 Penalty: 2635.498291
	Iteration 30Q: 3 clusters Score -189330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -189330.593750 Penalty: 2635.498291
	Iteration 31F: 3 clusters Score -189330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Entering Unmasked Estep 
Score: -835862.812500 Penalty: 1543.692505
	Iteration 0F: 2 clusters Score -835862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -826553.500000 Penalty: 3087.385010
	Iteration 0F: 3 clusters Score -826553.5 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -829714.312500 Penalty: 3087.385010
	Iteration 1F: 3 clusters Score -829714.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -830055.125000 Penalty: 3087.385010
	Iteration 2F: 3 clusters Score -830055.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -830397.000000 Penalty: 3087.385010
	Iteration 3F: 3 clusters Score -830397 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -830759.562500 Penalty: 3087.385010
	Iteration 4F: 3 clusters Score -830759.6 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -831168.500000 Penalty: 3087.385010
	Iteration 5F: 3 clusters Score -831168.5 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -831666.687500 Penalty: 3087.385010
	Iteration 6F: 3 clusters Score -831666.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -832221.625000 Penalty: 3087.385010
	Iteration 7F: 3 clusters Score -832221.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -832724.250000 Penalty: 3087.385010
	Iteration 8F: 3 clusters Score -832724.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -833221.625000 Penalty: 3087.385010
	Iteration 9Q: 3 clusters Score -833221.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -833676.312500 Penalty: 3087.385010
	Iteration 10Q: 3 clusters Score -833676.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -833973.437500 Penalty: 3087.385010
	Iteration 11Q: 3 clusters Score -833973.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -834158.500000 Penalty: 3087.385010
	Iteration 12Q: 3 clusters Score -834158.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -834283.312500 Penalty: 3087.385010
	Iteration 13Q: 3 clusters Score -834283.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -834384.937500 Penalty: 3087.385010
	Iteration 14Q: 3 clusters Score -834384.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -834455.312500 Penalty: 3087.385010
	Iteration 15Q: 3 clusters Score -834455.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -834488.375000 Penalty: 3087.385010
	Iteration 16Q: 3 clusters Score -834488.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -834510.625000 Penalty: 3087.385010
	Iteration 17Q: 3 clusters Score -834510.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -834522.937500 Penalty: 3087.385010
	Iteration 18Q: 3 clusters Score -834522.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -834534.375000 Penalty: 3087.385010
	Iteration 19Q: 3 clusters Score -834534.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -834542.437500 Penalty: 3087.385010
	Iteration 20F: 3 clusters Score -834542.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -834549.250000 Penalty: 3087.385010
	Iteration 21Q: 3 clusters Score -834549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -834557.125000 Penalty: 3087.385010
	Iteration 22Q: 3 clusters Score -834557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -834559.250000 Penalty: 3087.385010
	Iteration 23Q: 3 clusters Score -834559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -834563.687500 Penalty: 3087.385010
	Iteration 24Q: 3 clusters Score -834563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -834565.125000 Penalty: 3087.385010
	Iteration 25Q: 3 clusters Score -834565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -834568.500000 Penalty: 3087.385010
	Iteration 26Q: 3 clusters Score -834568.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -834573.625000 Penalty: 3087.385010
	Iteration 27Q: 3 clusters Score -834573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -834575.562500 Penalty: 3087.385010
	Iteration 28Q: 3 clusters Score -834575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -834576.750000 Penalty: 3087.385010
	Iteration 29Q: 3 clusters Score -834576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -834576.375000 Penalty: 3087.385010
	Iteration 30Q: 3 clusters Score -834576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -834578.437500 Penalty: 3087.385010
	Iteration 31Q: 3 clusters Score -834578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -834579.562500 Penalty: 3087.385010
	Iteration 32Q: 3 clusters Score -834579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -834579.562500 Penalty: 3087.385010
	Iteration 33F: 3 clusters Score -834579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Entering Unmasked Estep 
Score: -449023.781250 Penalty: 1450.083618
	Iteration 0F: 2 clusters Score -449023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -443528.937500 Penalty: 2900.167236
	Iteration 0F: 3 clusters Score -443528.9 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -445186.718750 Penalty: 2900.167236
	Iteration 1F: 3 clusters Score -445186.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -445402.562500 Penalty: 2900.167236
	Iteration 2F: 3 clusters Score -445402.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -445558.593750 Penalty: 2900.167236
	Iteration 3F: 3 clusters Score -445558.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -445682.968750 Penalty: 2900.167236
	Iteration 4Q: 3 clusters Score -445683 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -445807.562500 Penalty: 2900.167236
	Iteration 5Q: 3 clusters Score -445807.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -445934.250000 Penalty: 2900.167236
	Iteration 6Q: 3 clusters Score -445934.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -446071.375000 Penalty: 2900.167236
	Iteration 7Q: 3 clusters Score -446071.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -446221.937500 Penalty: 2900.167236
	Iteration 8Q: 3 clusters Score -446221.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -446406.656250 Penalty: 2900.167236
	Iteration 9Q: 3 clusters Score -446406.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -446620.562500 Penalty: 2900.167236
	Iteration 10Q: 3 clusters Score -446620.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -446839.187500 Penalty: 2900.167236
	Iteration 11Q: 3 clusters Score -446839.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -447064.875000 Penalty: 2900.167236
	Iteration 12Q: 3 clusters Score -447064.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -447251.093750 Penalty: 2900.167236
	Iteration 13Q: 3 clusters Score -447251.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -447392.312500 Penalty: 2900.167236
	Iteration 14Q: 3 clusters Score -447392.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -447505.562500 Penalty: 2900.167236
	Iteration 15Q: 3 clusters Score -447505.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -447581.093750 Penalty: 2900.167236
	Iteration 16Q: 3 clusters Score -447581.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -447634.656250 Penalty: 2900.167236
	Iteration 17Q: 3 clusters Score -447634.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -447693.312500 Penalty: 2900.167236
	Iteration 18Q: 3 clusters Score -447693.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -447737.437500 Penalty: 2900.167236
	Iteration 19Q: 3 clusters Score -447737.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -447777.437500 Penalty: 2900.167236
	Iteration 20F: 3 clusters Score -447777.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -447806.187500 Penalty: 2900.167236
	Iteration 21Q: 3 clusters Score -447806.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -447830.093750 Penalty: 2900.167236
	Iteration 22Q: 3 clusters Score -447830.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -447848.156250 Penalty: 2900.167236
	Iteration 23Q: 3 clusters Score -447848.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -447860.812500 Penalty: 2900.167236
	Iteration 24Q: 3 clusters Score -447860.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -447879.312500 Penalty: 2900.167236
	Iteration 25Q: 3 clusters Score -447879.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -447894.937500 Penalty: 2900.167236
	Iteration 26Q: 3 clusters Score -447894.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -447904.187500 Penalty: 2900.167236
	Iteration 27Q: 3 clusters Score -447904.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -447915.906250 Penalty: 2900.167236
	Iteration 28Q: 3 clusters Score -447915.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -447922.500000 Penalty: 2900.167236
	Iteration 29Q: 3 clusters Score -447922.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -447929.093750 Penalty: 2900.167236
	Iteration 30Q: 3 clusters Score -447929.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -447939.187500 Penalty: 2900.167236
	Iteration 31Q: 3 clusters Score -447939.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -447947.812500 Penalty: 2900.167236
	Iteration 32Q: 3 clusters Score -447947.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -447957.312500 Penalty: 2900.167236
	Iteration 33Q: 3 clusters Score -447957.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -447963.500000 Penalty: 2900.167236
	Iteration 34Q: 3 clusters Score -447963.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -447966.937500 Penalty: 2900.167236
	Iteration 35Q: 3 clusters Score -447966.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -447969.906250 Penalty: 2900.167236
	Iteration 36Q: 3 clusters Score -447969.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -447973.375000 Penalty: 2900.167236
	Iteration 37Q: 3 clusters Score -447973.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -447979.093750 Penalty: 2900.167236
	Iteration 38Q: 3 clusters Score -447979.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -447984.812500 Penalty: 2900.167236
	Iteration 39Q: 3 clusters Score -447984.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -447990.250000 Penalty: 2900.167236
	Iteration 40F: 3 clusters Score -447990.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -447996.750000 Penalty: 2900.167236
	Iteration 41Q: 3 clusters Score -447996.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -448002.500000 Penalty: 2900.167236
	Iteration 42Q: 3 clusters Score -448002.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -448005.343750 Penalty: 2900.167236
	Iteration 43Q: 3 clusters Score -448005.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -448010.031250 Penalty: 2900.167236
	Iteration 44Q: 3 clusters Score -448010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -448015.281250 Penalty: 2900.167236
	Iteration 45Q: 3 clusters Score -448015.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -448024.687500 Penalty: 2900.167236
	Iteration 46Q: 3 clusters Score -448024.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -448032.625000 Penalty: 2900.167236
	Iteration 47Q: 3 clusters Score -448032.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -448038.406250 Penalty: 2900.167236
	Iteration 48Q: 3 clusters Score -448038.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -448045.375000 Penalty: 2900.167236
	Iteration 49Q: 3 clusters Score -448045.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -448048.406250 Penalty: 2900.167236
	Iteration 50Q: 3 clusters Score -448048.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -448052.187500 Penalty: 2900.167236
	Iteration 51Q: 3 clusters Score -448052.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -448054.000000 Penalty: 2900.167236
	Iteration 52Q: 3 clusters Score -448054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -448057.343750 Penalty: 2900.167236
	Iteration 53Q: 3 clusters Score -448057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -448058.468750 Penalty: 2900.167236
	Iteration 54Q: 3 clusters Score -448058.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -448057.937500 Penalty: 2900.167236
	Iteration 55Q: 3 clusters Score -448057.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -448059.468750 Penalty: 2900.167236
	Iteration 56Q: 3 clusters Score -448059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -448059.375000 Penalty: 2900.167236
	Iteration 57Q: 3 clusters Score -448059.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -448059.375000 Penalty: 2900.167236
	Iteration 58F: 3 clusters Score -448059.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -127495.140625 Penalty: 1272.379517
	Iteration 0F: 2 clusters Score -127495.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -125100.968750 Penalty: 2544.759033
	Iteration 0F: 3 clusters Score -125101 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -125704.523438 Penalty: 2544.759033
	Iteration 1F: 3 clusters Score -125704.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -125869.250000 Penalty: 2544.759033
	Iteration 2F: 3 clusters Score -125869.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -125967.250000 Penalty: 2544.759033
	Iteration 3F: 3 clusters Score -125967.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -126056.687500 Penalty: 2544.759033
	Iteration 4Q: 3 clusters Score -126056.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -126138.250000 Penalty: 2544.759033
	Iteration 5Q: 3 clusters Score -126138.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -126180.398438 Penalty: 2544.759033
	Iteration 6Q: 3 clusters Score -126180.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -126216.851562 Penalty: 2544.759033
	Iteration 7Q: 3 clusters Score -126216.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -126249.187500 Penalty: 2544.759033
	Iteration 8Q: 3 clusters Score -126249.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -126278.226562 Penalty: 2544.759033
	Iteration 9Q: 3 clusters Score -126278.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -126298.218750 Penalty: 2544.759033
	Iteration 10Q: 3 clusters Score -126298.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -126317.226562 Penalty: 2544.759033
	Iteration 11Q: 3 clusters Score -126317.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -126335.000000 Penalty: 2544.759033
	Iteration 12Q: 3 clusters Score -126335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -126350.101562 Penalty: 2544.759033
	Iteration 13Q: 3 clusters Score -126350.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -126368.359375 Penalty: 2544.759033
	Iteration 14Q: 3 clusters Score -126368.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -126382.390625 Penalty: 2544.759033
	Iteration 15Q: 3 clusters Score -126382.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -126390.914062 Penalty: 2544.759033
	Iteration 16Q: 3 clusters Score -126390.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -126398.226562 Penalty: 2544.759033
	Iteration 17Q: 3 clusters Score -126398.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -126403.218750 Penalty: 2544.759033
	Iteration 18Q: 3 clusters Score -126403.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -126408.062500 Penalty: 2544.759033
	Iteration 19Q: 3 clusters Score -126408.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -126414.234375 Penalty: 2544.759033
	Iteration 20F: 3 clusters Score -126414.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -126415.703125 Penalty: 2544.759033
	Iteration 21Q: 3 clusters Score -126415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -126416.890625 Penalty: 2544.759033
	Iteration 22Q: 3 clusters Score -126416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -126418.875000 Penalty: 2544.759033
	Iteration 23Q: 3 clusters Score -126418.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -126420.296875 Penalty: 2544.759033
	Iteration 24Q: 3 clusters Score -126420.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -126421.773438 Penalty: 2544.759033
	Iteration 25Q: 3 clusters Score -126421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -126422.335938 Penalty: 2544.759033
	Iteration 26Q: 3 clusters Score -126422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -126422.718750 Penalty: 2544.759033
	Iteration 27Q: 3 clusters Score -126422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -126423.289062 Penalty: 2544.759033
	Iteration 28Q: 3 clusters Score -126423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -126427.140625 Penalty: 2544.759033
	Iteration 29Q: 3 clusters Score -126427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -126434.445312 Penalty: 2544.759033
	Iteration 30Q: 3 clusters Score -126434.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -126443.734375 Penalty: 2544.759033
	Iteration 31Q: 3 clusters Score -126443.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -126469.039062 Penalty: 2544.759033
	Iteration 32Q: 3 clusters Score -126469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -126514.085938 Penalty: 2544.759033
	Iteration 33Q: 3 clusters Score -126514.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -126568.226562 Penalty: 2544.759033
	Iteration 34Q: 3 clusters Score -126568.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -126600.320312 Penalty: 2544.759033
	Iteration 35Q: 3 clusters Score -126600.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -126619.773438 Penalty: 2544.759033
	Iteration 36Q: 3 clusters Score -126619.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -126630.281250 Penalty: 2544.759033
	Iteration 37Q: 3 clusters Score -126630.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -126636.320312 Penalty: 2544.759033
	Iteration 38Q: 3 clusters Score -126636.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -126643.273438 Penalty: 2544.759033
	Iteration 39Q: 3 clusters Score -126643.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -126647.828125 Penalty: 2544.759033
	Iteration 40F: 3 clusters Score -126647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -126649.085938 Penalty: 2544.759033
	Iteration 41Q: 3 clusters Score -126649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -126654.687500 Penalty: 2544.759033
	Iteration 42Q: 3 clusters Score -126654.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -126659.648438 Penalty: 2544.759033
	Iteration 43Q: 3 clusters Score -126659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -126662.703125 Penalty: 2544.759033
	Iteration 44Q: 3 clusters Score -126662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -126663.726562 Penalty: 2544.759033
	Iteration 45Q: 3 clusters Score -126663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -126665.109375 Penalty: 2544.759033
	Iteration 46Q: 3 clusters Score -126665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -126666.132812 Penalty: 2544.759033
	Iteration 47Q: 3 clusters Score -126666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -126666.539062 Penalty: 2544.759033
	Iteration 48Q: 3 clusters Score -126666.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -126667.929688 Penalty: 2544.759033
	Iteration 49Q: 3 clusters Score -126667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -126669.726562 Penalty: 2544.759033
	Iteration 50Q: 3 clusters Score -126669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -126672.117188 Penalty: 2544.759033
	Iteration 51Q: 3 clusters Score -126672.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -126673.406250 Penalty: 2544.759033
	Iteration 52Q: 3 clusters Score -126673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -126674.335938 Penalty: 2544.759033
	Iteration 53Q: 3 clusters Score -126674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -126676.921875 Penalty: 2544.759033
	Iteration 54Q: 3 clusters Score -126676.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -126686.359375 Penalty: 2544.759033
	Iteration 55Q: 3 clusters Score -126686.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -126690.140625 Penalty: 2544.759033
	Iteration 56Q: 3 clusters Score -126690.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -126691.546875 Penalty: 2544.759033
	Iteration 57Q: 3 clusters Score -126691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -126692.000000 Penalty: 2544.759033
	Iteration 58Q: 3 clusters Score -126692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -126693.890625 Penalty: 2544.759033
	Iteration 59Q: 3 clusters Score -126693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -126695.343750 Penalty: 2544.759033
	Iteration 60F: 3 clusters Score -126695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -126696.898438 Penalty: 2544.759033
	Iteration 61Q: 3 clusters Score -126696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -126698.632812 Penalty: 2544.759033
	Iteration 62Q: 3 clusters Score -126698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -126699.179688 Penalty: 2544.759033
	Iteration 63Q: 3 clusters Score -126699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -126700.382812 Penalty: 2544.759033
	Iteration 64Q: 3 clusters Score -126700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -126701.359375 Penalty: 2544.759033
	Iteration 65Q: 3 clusters Score -126701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -126702.101562 Penalty: 2544.759033
	Iteration 66Q: 3 clusters Score -126702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -126702.554688 Penalty: 2544.759033
	Iteration 67Q: 3 clusters Score -126702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -126702.554688 Penalty: 2544.759033
	Iteration 68F: 3 clusters Score -126702.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Entering Unmasked Estep 
Score: -1536208.375000 Penalty: 1641.802979
	Iteration 0F: 2 clusters Score -1536208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1519618.625000 Penalty: 3283.605957
	Iteration 0F: 3 clusters Score -1519619 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1525943.000000 Penalty: 3283.605957
	Iteration 1F: 3 clusters Score -1525943 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1526548.625000 Penalty: 3283.605957
	Iteration 2F: 3 clusters Score -1526549 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1527266.625000 Penalty: 3283.605957
	Iteration 3F: 3 clusters Score -1527267 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1528150.875000 Penalty: 3283.605957
	Iteration 4F: 3 clusters Score -1528151 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1529174.375000 Penalty: 3283.605957
	Iteration 5F: 3 clusters Score -1529174 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1530280.750000 Penalty: 3283.605957
	Iteration 6F: 3 clusters Score -1530281 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1531396.875000 Penalty: 3283.605957
	Iteration 7F: 3 clusters Score -1531397 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1532345.250000 Penalty: 3283.605957
	Iteration 8Q: 3 clusters Score -1532345 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -1532989.750000 Penalty: 3283.605957
	Iteration 9Q: 3 clusters Score -1532990 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -1533419.375000 Penalty: 3283.605957
	Iteration 10Q: 3 clusters Score -1533419 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -1533668.250000 Penalty: 3283.605957
	Iteration 11Q: 3 clusters Score -1533668 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -1533825.500000 Penalty: 3283.605957
	Iteration 12Q: 3 clusters Score -1533826 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -1533950.500000 Penalty: 3283.605957
	Iteration 13Q: 3 clusters Score -1533950 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -1534067.500000 Penalty: 3283.605957
	Iteration 14Q: 3 clusters Score -1534068 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1534175.250000 Penalty: 3283.605957
	Iteration 15Q: 3 clusters Score -1534175 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -1534258.375000 Penalty: 3283.605957
	Iteration 16Q: 3 clusters Score -1534258 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -1534347.750000 Penalty: 3283.605957
	Iteration 17Q: 3 clusters Score -1534348 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -1534411.500000 Penalty: 3283.605957
	Iteration 18Q: 3 clusters Score -1534412 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -1534474.625000 Penalty: 3283.605957
	Iteration 19Q: 3 clusters Score -1534475 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -1534528.500000 Penalty: 3283.605957
	Iteration 20F: 3 clusters Score -1534528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -1534563.250000 Penalty: 3283.605957
	Iteration 21Q: 3 clusters Score -1534563 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -1534589.000000 Penalty: 3283.605957
	Iteration 22Q: 3 clusters Score -1534589 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -1534636.625000 Penalty: 3283.605957
	Iteration 23Q: 3 clusters Score -1534637 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -1534676.250000 Penalty: 3283.605957
	Iteration 24Q: 3 clusters Score -1534676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -1534695.875000 Penalty: 3283.605957
	Iteration 25Q: 3 clusters Score -1534696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -1534719.500000 Penalty: 3283.605957
	Iteration 26Q: 3 clusters Score -1534720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -1534743.250000 Penalty: 3283.605957
	Iteration 27Q: 3 clusters Score -1534743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -1534760.375000 Penalty: 3283.605957
	Iteration 28Q: 3 clusters Score -1534760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -1534781.375000 Penalty: 3283.605957
	Iteration 29Q: 3 clusters Score -1534781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -1534797.250000 Penalty: 3283.605957
	Iteration 30Q: 3 clusters Score -1534797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -1534809.875000 Penalty: 3283.605957
	Iteration 31Q: 3 clusters Score -1534810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -1534819.875000 Penalty: 3283.605957
	Iteration 32Q: 3 clusters Score -1534820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -1534831.500000 Penalty: 3283.605957
	Iteration 33Q: 3 clusters Score -1534832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -1534834.250000 Penalty: 3283.605957
	Iteration 34Q: 3 clusters Score -1534834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -1534838.500000 Penalty: 3283.605957
	Iteration 35Q: 3 clusters Score -1534838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -1534842.625000 Penalty: 3283.605957
	Iteration 36Q: 3 clusters Score -1534843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -1534845.000000 Penalty: 3283.605957
	Iteration 37Q: 3 clusters Score -1534845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -1534844.375000 Penalty: 3283.605957
	Iteration 38Q: 3 clusters Score -1534844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1534845.000000 Penalty: 3283.605957
	Iteration 39Q: 3 clusters Score -1534845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -1534844.375000 Penalty: 3283.605957
	Iteration 40F: 3 clusters Score -1534844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -1534847.750000 Penalty: 3283.605957
	Iteration 41Q: 3 clusters Score -1534848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -1534847.625000 Penalty: 3283.605957
	Iteration 42Q: 3 clusters Score -1534848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -1534848.750000 Penalty: 3283.605957
	Iteration 43Q: 3 clusters Score -1534849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -1534848.250000 Penalty: 3283.605957
	Iteration 44Q: 3 clusters Score -1534848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -1534847.750000 Penalty: 3283.605957
	Iteration 45Q: 3 clusters Score -1534848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -1534849.125000 Penalty: 3283.605957
	Iteration 46Q: 3 clusters Score -1534849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -1534854.875000 Penalty: 3283.605957
	Iteration 47Q: 3 clusters Score -1534855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -1534858.375000 Penalty: 3283.605957
	Iteration 48Q: 3 clusters Score -1534858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -1534862.125000 Penalty: 3283.605957
	Iteration 49Q: 3 clusters Score -1534862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -1534864.000000 Penalty: 3283.605957
	Iteration 50Q: 3 clusters Score -1534864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -1534864.000000 Penalty: 3283.605957
	Iteration 51Q: 3 clusters Score -1534864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -1534864.500000 Penalty: 3283.605957
	Iteration 52Q: 3 clusters Score -1534864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -1534863.875000 Penalty: 3283.605957
	Iteration 53Q: 3 clusters Score -1534864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -1534868.125000 Penalty: 3283.605957
	Iteration 54Q: 3 clusters Score -1534868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -1534869.000000 Penalty: 3283.605957
	Iteration 55Q: 3 clusters Score -1534869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -1534869.000000 Penalty: 3283.605957
	Iteration 56F: 3 clusters Score -1534869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Entering Unmasked Estep 
Score: -713872.375000 Penalty: 1517.444092
	Iteration 0F: 2 clusters Score -713872.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -705810.875000 Penalty: 3034.888184
	Iteration 0F: 3 clusters Score -705810.9 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -708430.437500 Penalty: 3034.888184
	Iteration 1F: 3 clusters Score -708430.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -708648.687500 Penalty: 3034.888184
	Iteration 2F: 3 clusters Score -708648.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -708818.437500 Penalty: 3034.888184
	Iteration 3Q: 3 clusters Score -708818.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -708943.000000 Penalty: 3034.888184
	Iteration 4Q: 3 clusters Score -708943 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -709045.562500 Penalty: 3034.888184
	Iteration 5Q: 3 clusters Score -709045.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -709134.312500 Penalty: 3034.888184
	Iteration 6Q: 3 clusters Score -709134.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -709216.375000 Penalty: 3034.888184
	Iteration 7Q: 3 clusters Score -709216.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -709301.875000 Penalty: 3034.888184
	Iteration 8Q: 3 clusters Score -709301.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -709393.562500 Penalty: 3034.888184
	Iteration 9Q: 3 clusters Score -709393.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -709485.750000 Penalty: 3034.888184
	Iteration 10Q: 3 clusters Score -709485.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -709587.750000 Penalty: 3034.888184
	Iteration 11Q: 3 clusters Score -709587.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -709709.562500 Penalty: 3034.888184
	Iteration 12Q: 3 clusters Score -709709.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -709863.750000 Penalty: 3034.888184
	Iteration 13Q: 3 clusters Score -709863.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -710045.000000 Penalty: 3034.888184
	Iteration 14Q: 3 clusters Score -710045 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -710257.187500 Penalty: 3034.888184
	Iteration 15Q: 3 clusters Score -710257.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -710515.750000 Penalty: 3034.888184
	Iteration 16Q: 3 clusters Score -710515.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -710826.875000 Penalty: 3034.888184
	Iteration 17Q: 3 clusters Score -710826.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -711155.000000 Penalty: 3034.888184
	Iteration 18Q: 3 clusters Score -711155 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -711506.750000 Penalty: 3034.888184
	Iteration 19Q: 3 clusters Score -711506.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -711826.125000 Penalty: 3034.888184
	Iteration 20F: 3 clusters Score -711826.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -712102.875000 Penalty: 3034.888184
	Iteration 21Q: 3 clusters Score -712102.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -712323.937500 Penalty: 3034.888184
	Iteration 22Q: 3 clusters Score -712323.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -712484.375000 Penalty: 3034.888184
	Iteration 23Q: 3 clusters Score -712484.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -712602.312500 Penalty: 3034.888184
	Iteration 24Q: 3 clusters Score -712602.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -712697.437500 Penalty: 3034.888184
	Iteration 25Q: 3 clusters Score -712697.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -712768.437500 Penalty: 3034.888184
	Iteration 26Q: 3 clusters Score -712768.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -712822.875000 Penalty: 3034.888184
	Iteration 27Q: 3 clusters Score -712822.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -712857.000000 Penalty: 3034.888184
	Iteration 28Q: 3 clusters Score -712857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -712884.937500 Penalty: 3034.888184
	Iteration 29Q: 3 clusters Score -712884.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -712909.562500 Penalty: 3034.888184
	Iteration 30Q: 3 clusters Score -712909.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -712932.000000 Penalty: 3034.888184
	Iteration 31Q: 3 clusters Score -712932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -712944.562500 Penalty: 3034.888184
	Iteration 32Q: 3 clusters Score -712944.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -712958.000000 Penalty: 3034.888184
	Iteration 33Q: 3 clusters Score -712958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -712965.687500 Penalty: 3034.888184
	Iteration 34Q: 3 clusters Score -712965.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -712973.250000 Penalty: 3034.888184
	Iteration 35Q: 3 clusters Score -712973.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -712983.562500 Penalty: 3034.888184
	Iteration 36Q: 3 clusters Score -712983.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -712990.750000 Penalty: 3034.888184
	Iteration 37Q: 3 clusters Score -712990.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -712992.000000 Penalty: 3034.888184
	Iteration 38Q: 3 clusters Score -712992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -712994.312500 Penalty: 3034.888184
	Iteration 39Q: 3 clusters Score -712994.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -712998.687500 Penalty: 3034.888184
	Iteration 40F: 3 clusters Score -712998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -713002.062500 Penalty: 3034.888184
	Iteration 41Q: 3 clusters Score -713002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -713003.625000 Penalty: 3034.888184
	Iteration 42Q: 3 clusters Score -713003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -713003.625000 Penalty: 3034.888184
	Iteration 43Q: 3 clusters Score -713003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -713003.625000 Penalty: 3034.888184
	Iteration 44F: 3 clusters Score -713003.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (140545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140545 members 
Entering Unmasked Estep 
Score: -8575306.000000 Penalty: 1926.158447
	Iteration 0F: 2 clusters Score -8575306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -8481383.000000 Penalty: 3852.316895
	Iteration 0F: 3 clusters Score -8481383 nChanged 67530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -8521190.000000 Penalty: 3852.316895
	Iteration 1F: 3 clusters Score -8521190 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -8522759.000000 Penalty: 3852.316895
	Iteration 2Q: 3 clusters Score -8522759 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -8525615.000000 Penalty: 3852.316895
	Iteration 3Q: 3 clusters Score -8525615 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90809 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -8530610.000000 Penalty: 3852.316895
	Iteration 4F: 3 clusters Score -8530610 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99992 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -8538818.000000 Penalty: 3852.316895
	Iteration 5F: 3 clusters Score -8538818 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -8549338.000000 Penalty: 3852.316895
	Iteration 6F: 3 clusters Score -8549338 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -8558992.000000 Penalty: 3852.316895
	Iteration 7F: 3 clusters Score -8558992 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123997 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -8565791.000000 Penalty: 3852.316895
	Iteration 8Q: 3 clusters Score -8565791 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126545 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -8569310.000000 Penalty: 3852.316895
	Iteration 9Q: 3 clusters Score -8569310 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127908 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -8570835.000000 Penalty: 3852.316895
	Iteration 10Q: 3 clusters Score -8570835 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -8571573.000000 Penalty: 3852.316895
	Iteration 11Q: 3 clusters Score -8571573 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129595 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -8571981.000000 Penalty: 3852.316895
	Iteration 12Q: 3 clusters Score -8571981 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -8572284.000000 Penalty: 3852.316895
	Iteration 13Q: 3 clusters Score -8572284 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130824 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -8572486.000000 Penalty: 3852.316895
	Iteration 14Q: 3 clusters Score -8572486 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131366 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -8572609.000000 Penalty: 3852.316895
	Iteration 15Q: 3 clusters Score -8572609 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131814 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -8572728.000000 Penalty: 3852.316895
	Iteration 16Q: 3 clusters Score -8572728 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132251 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -8572873.000000 Penalty: 3852.316895
	Iteration 17Q: 3 clusters Score -8572873 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132638 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -8572949.000000 Penalty: 3852.316895
	Iteration 18Q: 3 clusters Score -8572949 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -8572999.000000 Penalty: 3852.316895
	Iteration 19Q: 3 clusters Score -8572999 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133355 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -8573077.000000 Penalty: 3852.316895
	Iteration 20F: 3 clusters Score -8573077 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133664 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -8573141.000000 Penalty: 3852.316895
	Iteration 21Q: 3 clusters Score -8573141 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133956 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -8573203.000000 Penalty: 3852.316895
	Iteration 22Q: 3 clusters Score -8573203 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134242 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -8573247.000000 Penalty: 3852.316895
	Iteration 23Q: 3 clusters Score -8573247 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134516 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -8573304.000000 Penalty: 3852.316895
	Iteration 24Q: 3 clusters Score -8573304 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134775 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -8573358.000000 Penalty: 3852.316895
	Iteration 25Q: 3 clusters Score -8573358 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135042 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -8573447.000000 Penalty: 3852.316895
	Iteration 26Q: 3 clusters Score -8573447 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135299 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -8573517.000000 Penalty: 3852.316895
	Iteration 27Q: 3 clusters Score -8573517 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135528 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -8573562.000000 Penalty: 3852.316895
	Iteration 28Q: 3 clusters Score -8573562 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135743 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -8573587.000000 Penalty: 3852.316895
	Iteration 29Q: 3 clusters Score -8573587 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135925 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8573599.000000 Penalty: 3852.316895
	Iteration 30Q: 3 clusters Score -8573599 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -8573676.000000 Penalty: 3852.316895
	Iteration 31Q: 3 clusters Score -8573676 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -8573698.000000 Penalty: 3852.316895
	Iteration 32Q: 3 clusters Score -8573698 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136414 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -8573722.000000 Penalty: 3852.316895
	Iteration 33Q: 3 clusters Score -8573722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136556 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -8573770.000000 Penalty: 3852.316895
	Iteration 34Q: 3 clusters Score -8573770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136675 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -8573795.000000 Penalty: 3852.316895
	Iteration 35Q: 3 clusters Score -8573795 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136802 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -8573821.000000 Penalty: 3852.316895
	Iteration 36Q: 3 clusters Score -8573821 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136912 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -8573848.000000 Penalty: 3852.316895
	Iteration 37Q: 3 clusters Score -8573848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137023 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -8573855.000000 Penalty: 3852.316895
	Iteration 38Q: 3 clusters Score -8573855 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137118 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8573860.000000 Penalty: 3852.316895
	Iteration 39Q: 3 clusters Score -8573860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137194 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8573874.000000 Penalty: 3852.316895
	Iteration 40F: 3 clusters Score -8573874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137261 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -8573894.000000 Penalty: 3852.316895
	Iteration 41Q: 3 clusters Score -8573894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137313 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8573905.000000 Penalty: 3852.316895
	Iteration 42Q: 3 clusters Score -8573905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137366 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -8573913.000000 Penalty: 3852.316895
	Iteration 43Q: 3 clusters Score -8573913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137421 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8573918.000000 Penalty: 3852.316895
	Iteration 44Q: 3 clusters Score -8573918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137461 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -8573919.000000 Penalty: 3852.316895
	Iteration 45Q: 3 clusters Score -8573919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137496 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -8573923.000000 Penalty: 3852.316895
	Iteration 46Q: 3 clusters Score -8573923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137536 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8573921.000000 Penalty: 3852.316895
	Iteration 47Q: 3 clusters Score -8573921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137565 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -8573921.000000 Penalty: 3852.316895
	Iteration 48Q: 3 clusters Score -8573921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137593 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -8573920.000000 Penalty: 3852.316895
	Iteration 49Q: 3 clusters Score -8573920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137624 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8573925.000000 Penalty: 3852.316895
	Iteration 50Q: 3 clusters Score -8573925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137648 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -8573926.000000 Penalty: 3852.316895
	Iteration 51Q: 3 clusters Score -8573926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137670 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8573938.000000 Penalty: 3852.316895
	Iteration 52Q: 3 clusters Score -8573938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137692 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8573951.000000 Penalty: 3852.316895
	Iteration 53Q: 3 clusters Score -8573951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137719 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8573955.000000 Penalty: 3852.316895
	Iteration 54Q: 3 clusters Score -8573955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137737 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8573960.000000 Penalty: 3852.316895
	Iteration 55Q: 3 clusters Score -8573960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137759 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -8573968.000000 Penalty: 3852.316895
	Iteration 56Q: 3 clusters Score -8573968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137785 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8573961.000000 Penalty: 3852.316895
	Iteration 57Q: 3 clusters Score -8573961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137804 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -8573971.000000 Penalty: 3852.316895
	Iteration 58Q: 3 clusters Score -8573971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137817 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8573978.000000 Penalty: 3852.316895
	Iteration 59Q: 3 clusters Score -8573978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8573984.000000 Penalty: 3852.316895
	Iteration 60F: 3 clusters Score -8573984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137846 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8573998.000000 Penalty: 3852.316895
	Iteration 61Q: 3 clusters Score -8573998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137861 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8573992.000000 Penalty: 3852.316895
	Iteration 62Q: 3 clusters Score -8573992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137872 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8573992.000000 Penalty: 3852.316895
	Iteration 63Q: 3 clusters Score -8573992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8573995.000000 Penalty: 3852.316895
	Iteration 64Q: 3 clusters Score -8573995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137891 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8573996.000000 Penalty: 3852.316895
	Iteration 65Q: 3 clusters Score -8573996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137905 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -8574001.000000 Penalty: 3852.316895
	Iteration 66Q: 3 clusters Score -8574001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137914 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -8574002.000000 Penalty: 3852.316895
	Iteration 67Q: 3 clusters Score -8574002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137916 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8573999.000000 Penalty: 3852.316895
	Iteration 68Q: 3 clusters Score -8573999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137922 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8574005.000000 Penalty: 3852.316895
	Iteration 69Q: 3 clusters Score -8574005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137929 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8573998.000000 Penalty: 3852.316895
	Iteration 70Q: 3 clusters Score -8573998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137935 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8573994.000000 Penalty: 3852.316895
	Iteration 71Q: 3 clusters Score -8573994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137939 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8573996.000000 Penalty: 3852.316895
	Iteration 72Q: 3 clusters Score -8573996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137944 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8573995.000000 Penalty: 3852.316895
	Iteration 73Q: 3 clusters Score -8573995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137948 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8573999.000000 Penalty: 3852.316895
	Iteration 74Q: 3 clusters Score -8573999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137952 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8573993.000000 Penalty: 3852.316895
	Iteration 75Q: 3 clusters Score -8573993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137959 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8573994.000000 Penalty: 3852.316895
	Iteration 76Q: 3 clusters Score -8573994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137970 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8573997.000000 Penalty: 3852.316895
	Iteration 77Q: 3 clusters Score -8573997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137976 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8573994.000000 Penalty: 3852.316895
	Iteration 78Q: 3 clusters Score -8573994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137981 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -8573986.000000 Penalty: 3852.316895
	Iteration 79Q: 3 clusters Score -8573986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137982 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8573991.000000 Penalty: 3852.316895
	Iteration 80F: 3 clusters Score -8573991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137985 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8573996.000000 Penalty: 3852.316895
	Iteration 81Q: 3 clusters Score -8573996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137990 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8573998.000000 Penalty: 3852.316895
	Iteration 82Q: 3 clusters Score -8573998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137993 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8573996.000000 Penalty: 3852.316895
	Iteration 83Q: 3 clusters Score -8573996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137997 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -8573997.000000 Penalty: 3852.316895
	Iteration 84Q: 3 clusters Score -8573997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138006 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8573997.000000 Penalty: 3852.316895
	Iteration 85Q: 3 clusters Score -8573997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138011 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8573993.000000 Penalty: 3852.316895
	Iteration 86Q: 3 clusters Score -8573993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138014 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8573994.000000 Penalty: 3852.316895
	Iteration 87Q: 3 clusters Score -8573994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138020 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8573995.000000 Penalty: 3852.316895
	Iteration 88Q: 3 clusters Score -8573995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138025 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8574000.000000 Penalty: 3852.316895
	Iteration 89Q: 3 clusters Score -8574000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138028 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8573997.000000 Penalty: 3852.316895
	Iteration 90Q: 3 clusters Score -8573997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138028 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8574000.000000 Penalty: 3852.316895
	Iteration 91Q: 3 clusters Score -8574000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138029 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8573998.000000 Penalty: 3852.316895
	Iteration 92Q: 3 clusters Score -8573998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138030 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8574001.000000 Penalty: 3852.316895
	Iteration 93Q: 3 clusters Score -8574001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138030 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8574001.000000 Penalty: 3852.316895
	Iteration 94F: 3 clusters Score -8574001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -353198.656250 Penalty: 1413.155762
	Iteration 0F: 2 clusters Score -353198.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -348583.656250 Penalty: 2826.311523
	Iteration 0F: 3 clusters Score -348583.7 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -349875.562500 Penalty: 2826.311523
	Iteration 1F: 3 clusters Score -349875.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -350092.718750 Penalty: 2826.311523
	Iteration 2F: 3 clusters Score -350092.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -350233.593750 Penalty: 2826.311523
	Iteration 3F: 3 clusters Score -350233.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -350336.437500 Penalty: 2826.311523
	Iteration 4Q: 3 clusters Score -350336.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -350429.156250 Penalty: 2826.311523
	Iteration 5Q: 3 clusters Score -350429.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -350517.125000 Penalty: 2826.311523
	Iteration 6Q: 3 clusters Score -350517.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -350614.593750 Penalty: 2826.311523
	Iteration 7Q: 3 clusters Score -350614.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -350704.500000 Penalty: 2826.311523
	Iteration 8Q: 3 clusters Score -350704.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -350807.781250 Penalty: 2826.311523
	Iteration 9Q: 3 clusters Score -350807.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -350916.687500 Penalty: 2826.311523
	Iteration 10Q: 3 clusters Score -350916.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -351039.531250 Penalty: 2826.311523
	Iteration 11Q: 3 clusters Score -351039.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -351141.125000 Penalty: 2826.311523
	Iteration 12Q: 3 clusters Score -351141.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -351231.218750 Penalty: 2826.311523
	Iteration 13Q: 3 clusters Score -351231.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -351304.968750 Penalty: 2826.311523
	Iteration 14Q: 3 clusters Score -351305 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -351377.125000 Penalty: 2826.311523
	Iteration 15Q: 3 clusters Score -351377.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -351457.718750 Penalty: 2826.311523
	Iteration 16Q: 3 clusters Score -351457.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -351543.843750 Penalty: 2826.311523
	Iteration 17Q: 3 clusters Score -351543.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -351628.781250 Penalty: 2826.311523
	Iteration 18Q: 3 clusters Score -351628.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -351687.062500 Penalty: 2826.311523
	Iteration 19Q: 3 clusters Score -351687.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -351732.312500 Penalty: 2826.311523
	Iteration 20F: 3 clusters Score -351732.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -351771.500000 Penalty: 2826.311523
	Iteration 21Q: 3 clusters Score -351771.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -351803.593750 Penalty: 2826.311523
	Iteration 22Q: 3 clusters Score -351803.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -351832.093750 Penalty: 2826.311523
	Iteration 23Q: 3 clusters Score -351832.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -351846.468750 Penalty: 2826.311523
	Iteration 24Q: 3 clusters Score -351846.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -351864.937500 Penalty: 2826.311523
	Iteration 25Q: 3 clusters Score -351864.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -351890.687500 Penalty: 2826.311523
	Iteration 26Q: 3 clusters Score -351890.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -351912.687500 Penalty: 2826.311523
	Iteration 27Q: 3 clusters Score -351912.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -351928.687500 Penalty: 2826.311523
	Iteration 28Q: 3 clusters Score -351928.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -351938.843750 Penalty: 2826.311523
	Iteration 29Q: 3 clusters Score -351938.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -351948.656250 Penalty: 2826.311523
	Iteration 30Q: 3 clusters Score -351948.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -351953.843750 Penalty: 2826.311523
	Iteration 31Q: 3 clusters Score -351953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -351959.375000 Penalty: 2826.311523
	Iteration 32Q: 3 clusters Score -351959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -351961.281250 Penalty: 2826.311523
	Iteration 33Q: 3 clusters Score -351961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -351963.281250 Penalty: 2826.311523
	Iteration 34Q: 3 clusters Score -351963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -351966.156250 Penalty: 2826.311523
	Iteration 35Q: 3 clusters Score -351966.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -351970.468750 Penalty: 2826.311523
	Iteration 36Q: 3 clusters Score -351970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -351971.781250 Penalty: 2826.311523
	Iteration 37Q: 3 clusters Score -351971.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -351974.593750 Penalty: 2826.311523
	Iteration 38Q: 3 clusters Score -351974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -351977.625000 Penalty: 2826.311523
	Iteration 39Q: 3 clusters Score -351977.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -351979.000000 Penalty: 2826.311523
	Iteration 40F: 3 clusters Score -351979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -351981.000000 Penalty: 2826.311523
	Iteration 41Q: 3 clusters Score -351981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -351984.218750 Penalty: 2826.311523
	Iteration 42Q: 3 clusters Score -351984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -351990.031250 Penalty: 2826.311523
	Iteration 43Q: 3 clusters Score -351990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -351993.031250 Penalty: 2826.311523
	Iteration 44Q: 3 clusters Score -351993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -351997.031250 Penalty: 2826.311523
	Iteration 45Q: 3 clusters Score -351997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -352002.593750 Penalty: 2826.311523
	Iteration 46Q: 3 clusters Score -352002.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -352009.843750 Penalty: 2826.311523
	Iteration 47Q: 3 clusters Score -352009.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -352015.156250 Penalty: 2826.311523
	Iteration 48Q: 3 clusters Score -352015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -352017.468750 Penalty: 2826.311523
	Iteration 49Q: 3 clusters Score -352017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -352018.937500 Penalty: 2826.311523
	Iteration 50Q: 3 clusters Score -352018.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -352019.562500 Penalty: 2826.311523
	Iteration 51Q: 3 clusters Score -352019.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -352021.406250 Penalty: 2826.311523
	Iteration 52Q: 3 clusters Score -352021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -352021.593750 Penalty: 2826.311523
	Iteration 53Q: 3 clusters Score -352021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -352021.593750 Penalty: 2826.311523
	Iteration 54F: 3 clusters Score -352021.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Entering Unmasked Estep 
Score: -247304.203125 Penalty: 1373.816162
	Iteration 0F: 2 clusters Score -247304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -243565.859375 Penalty: 2747.632324
	Iteration 0F: 3 clusters Score -243565.9 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -244649.328125 Penalty: 2747.632324
	Iteration 1F: 3 clusters Score -244649.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -244850.812500 Penalty: 2747.632324
	Iteration 2F: 3 clusters Score -244850.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -244993.234375 Penalty: 2747.632324
	Iteration 3F: 3 clusters Score -244993.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -245096.312500 Penalty: 2747.632324
	Iteration 4Q: 3 clusters Score -245096.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -245183.750000 Penalty: 2747.632324
	Iteration 5Q: 3 clusters Score -245183.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -245243.562500 Penalty: 2747.632324
	Iteration 6Q: 3 clusters Score -245243.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -245297.640625 Penalty: 2747.632324
	Iteration 7Q: 3 clusters Score -245297.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -245338.203125 Penalty: 2747.632324
	Iteration 8Q: 3 clusters Score -245338.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -245386.453125 Penalty: 2747.632324
	Iteration 9Q: 3 clusters Score -245386.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -245436.171875 Penalty: 2747.632324
	Iteration 10Q: 3 clusters Score -245436.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -245472.531250 Penalty: 2747.632324
	Iteration 11Q: 3 clusters Score -245472.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -245501.812500 Penalty: 2747.632324
	Iteration 12Q: 3 clusters Score -245501.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -245526.578125 Penalty: 2747.632324
	Iteration 13Q: 3 clusters Score -245526.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -245557.171875 Penalty: 2747.632324
	Iteration 14Q: 3 clusters Score -245557.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -245597.796875 Penalty: 2747.632324
	Iteration 15Q: 3 clusters Score -245597.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -245645.078125 Penalty: 2747.632324
	Iteration 16Q: 3 clusters Score -245645.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -245684.281250 Penalty: 2747.632324
	Iteration 17Q: 3 clusters Score -245684.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -245719.718750 Penalty: 2747.632324
	Iteration 18Q: 3 clusters Score -245719.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -245763.296875 Penalty: 2747.632324
	Iteration 19Q: 3 clusters Score -245763.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -245816.390625 Penalty: 2747.632324
	Iteration 20F: 3 clusters Score -245816.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -245852.609375 Penalty: 2747.632324
	Iteration 21Q: 3 clusters Score -245852.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -245890.937500 Penalty: 2747.632324
	Iteration 22Q: 3 clusters Score -245890.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -245925.687500 Penalty: 2747.632324
	Iteration 23Q: 3 clusters Score -245925.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -245954.156250 Penalty: 2747.632324
	Iteration 24Q: 3 clusters Score -245954.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -245988.671875 Penalty: 2747.632324
	Iteration 25Q: 3 clusters Score -245988.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -246024.562500 Penalty: 2747.632324
	Iteration 26Q: 3 clusters Score -246024.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -246063.718750 Penalty: 2747.632324
	Iteration 27Q: 3 clusters Score -246063.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -246093.781250 Penalty: 2747.632324
	Iteration 28Q: 3 clusters Score -246093.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -246119.796875 Penalty: 2747.632324
	Iteration 29Q: 3 clusters Score -246119.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -246147.453125 Penalty: 2747.632324
	Iteration 30Q: 3 clusters Score -246147.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -246173.203125 Penalty: 2747.632324
	Iteration 31Q: 3 clusters Score -246173.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -246201.046875 Penalty: 2747.632324
	Iteration 32Q: 3 clusters Score -246201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -246227.000000 Penalty: 2747.632324
	Iteration 33Q: 3 clusters Score -246227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -246243.843750 Penalty: 2747.632324
	Iteration 34Q: 3 clusters Score -246243.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -246254.968750 Penalty: 2747.632324
	Iteration 35Q: 3 clusters Score -246255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -246271.015625 Penalty: 2747.632324
	Iteration 36Q: 3 clusters Score -246271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -246286.656250 Penalty: 2747.632324
	Iteration 37Q: 3 clusters Score -246286.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -246301.484375 Penalty: 2747.632324
	Iteration 38Q: 3 clusters Score -246301.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -246308.421875 Penalty: 2747.632324
	Iteration 39Q: 3 clusters Score -246308.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -246314.312500 Penalty: 2747.632324
	Iteration 40F: 3 clusters Score -246314.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -246319.140625 Penalty: 2747.632324
	Iteration 41Q: 3 clusters Score -246319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -246321.171875 Penalty: 2747.632324
	Iteration 42Q: 3 clusters Score -246321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -246323.109375 Penalty: 2747.632324
	Iteration 43Q: 3 clusters Score -246323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -246325.875000 Penalty: 2747.632324
	Iteration 44Q: 3 clusters Score -246325.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -246327.343750 Penalty: 2747.632324
	Iteration 45Q: 3 clusters Score -246327.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -246329.312500 Penalty: 2747.632324
	Iteration 46Q: 3 clusters Score -246329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -246330.734375 Penalty: 2747.632324
	Iteration 47Q: 3 clusters Score -246330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -246331.703125 Penalty: 2747.632324
	Iteration 48Q: 3 clusters Score -246331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -246332.281250 Penalty: 2747.632324
	Iteration 49Q: 3 clusters Score -246332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -246332.265625 Penalty: 2747.632324
	Iteration 50Q: 3 clusters Score -246332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -246332.828125 Penalty: 2747.632324
	Iteration 51Q: 3 clusters Score -246332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -246333.984375 Penalty: 2747.632324
	Iteration 52Q: 3 clusters Score -246334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -246333.937500 Penalty: 2747.632324
	Iteration 53Q: 3 clusters Score -246333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -246335.046875 Penalty: 2747.632324
	Iteration 54Q: 3 clusters Score -246335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -246335.265625 Penalty: 2747.632324
	Iteration 55Q: 3 clusters Score -246335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -246335.187500 Penalty: 2747.632324
	Iteration 56Q: 3 clusters Score -246335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -246335.187500 Penalty: 2747.632324
	Iteration 57F: 3 clusters Score -246335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -364452.250000 Penalty: 1409.917725
	Iteration 0F: 2 clusters Score -364452.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -359885.937500 Penalty: 2819.835449
	Iteration 0F: 3 clusters Score -359885.9 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -361103.781250 Penalty: 2819.835449
	Iteration 1F: 3 clusters Score -361103.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -361284.687500 Penalty: 2819.835449
	Iteration 2F: 3 clusters Score -361284.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -361426.656250 Penalty: 2819.835449
	Iteration 3F: 3 clusters Score -361426.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -361531.937500 Penalty: 2819.835449
	Iteration 4Q: 3 clusters Score -361531.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -361619.125000 Penalty: 2819.835449
	Iteration 5Q: 3 clusters Score -361619.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -361677.656250 Penalty: 2819.835449
	Iteration 6Q: 3 clusters Score -361677.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -361729.531250 Penalty: 2819.835449
	Iteration 7Q: 3 clusters Score -361729.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -361783.750000 Penalty: 2819.835449
	Iteration 8Q: 3 clusters Score -361783.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -361847.250000 Penalty: 2819.835449
	Iteration 9Q: 3 clusters Score -361847.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -361915.343750 Penalty: 2819.835449
	Iteration 10Q: 3 clusters Score -361915.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -361997.468750 Penalty: 2819.835449
	Iteration 11Q: 3 clusters Score -361997.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -362090.687500 Penalty: 2819.835449
	Iteration 12Q: 3 clusters Score -362090.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -362208.656250 Penalty: 2819.835449
	Iteration 13Q: 3 clusters Score -362208.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -362368.968750 Penalty: 2819.835449
	Iteration 14Q: 3 clusters Score -362369 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -362519.875000 Penalty: 2819.835449
	Iteration 15Q: 3 clusters Score -362519.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -362682.218750 Penalty: 2819.835449
	Iteration 16Q: 3 clusters Score -362682.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -362807.375000 Penalty: 2819.835449
	Iteration 17Q: 3 clusters Score -362807.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -362908.937500 Penalty: 2819.835449
	Iteration 18Q: 3 clusters Score -362908.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -363020.750000 Penalty: 2819.835449
	Iteration 19Q: 3 clusters Score -363020.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -363131.593750 Penalty: 2819.835449
	Iteration 20F: 3 clusters Score -363131.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -363223.500000 Penalty: 2819.835449
	Iteration 21Q: 3 clusters Score -363223.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -363282.125000 Penalty: 2819.835449
	Iteration 22Q: 3 clusters Score -363282.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -363339.250000 Penalty: 2819.835449
	Iteration 23Q: 3 clusters Score -363339.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -363380.531250 Penalty: 2819.835449
	Iteration 24Q: 3 clusters Score -363380.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -363415.750000 Penalty: 2819.835449
	Iteration 25Q: 3 clusters Score -363415.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -363435.968750 Penalty: 2819.835449
	Iteration 26Q: 3 clusters Score -363436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -363453.906250 Penalty: 2819.835449
	Iteration 27Q: 3 clusters Score -363453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -363461.250000 Penalty: 2819.835449
	Iteration 28Q: 3 clusters Score -363461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -363464.500000 Penalty: 2819.835449
	Iteration 29Q: 3 clusters Score -363464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -363467.250000 Penalty: 2819.835449
	Iteration 30Q: 3 clusters Score -363467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -363467.625000 Penalty: 2819.835449
	Iteration 31Q: 3 clusters Score -363467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -363467.625000 Penalty: 2819.835449
	Iteration 32F: 3 clusters Score -363467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -178854.109375 Penalty: 1313.791382
	Iteration 0F: 2 clusters Score -178854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -175987.234375 Penalty: 2627.582764
	Iteration 0F: 3 clusters Score -175987.2 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -176727.765625 Penalty: 2627.582764
	Iteration 1F: 3 clusters Score -176727.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -176905.234375 Penalty: 2627.582764
	Iteration 2F: 3 clusters Score -176905.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -177049.093750 Penalty: 2627.582764
	Iteration 3F: 3 clusters Score -177049.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -177195.031250 Penalty: 2627.582764
	Iteration 4F: 3 clusters Score -177195 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -177311.515625 Penalty: 2627.582764
	Iteration 5Q: 3 clusters Score -177311.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -177403.484375 Penalty: 2627.582764
	Iteration 6Q: 3 clusters Score -177403.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -177491.218750 Penalty: 2627.582764
	Iteration 7Q: 3 clusters Score -177491.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -177585.109375 Penalty: 2627.582764
	Iteration 8Q: 3 clusters Score -177585.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -177670.687500 Penalty: 2627.582764
	Iteration 9Q: 3 clusters Score -177670.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -177770.968750 Penalty: 2627.582764
	Iteration 10Q: 3 clusters Score -177771 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -177912.375000 Penalty: 2627.582764
	Iteration 11Q: 3 clusters Score -177912.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -178028.859375 Penalty: 2627.582764
	Iteration 12Q: 3 clusters Score -178028.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -178114.781250 Penalty: 2627.582764
	Iteration 13Q: 3 clusters Score -178114.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -178158.937500 Penalty: 2627.582764
	Iteration 14Q: 3 clusters Score -178158.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -178186.984375 Penalty: 2627.582764
	Iteration 15Q: 3 clusters Score -178187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -178217.296875 Penalty: 2627.582764
	Iteration 16Q: 3 clusters Score -178217.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -178240.140625 Penalty: 2627.582764
	Iteration 17Q: 3 clusters Score -178240.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -178255.437500 Penalty: 2627.582764
	Iteration 18Q: 3 clusters Score -178255.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -178266.390625 Penalty: 2627.582764
	Iteration 19Q: 3 clusters Score -178266.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -178277.656250 Penalty: 2627.582764
	Iteration 20F: 3 clusters Score -178277.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -178284.687500 Penalty: 2627.582764
	Iteration 21Q: 3 clusters Score -178284.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -178292.046875 Penalty: 2627.582764
	Iteration 22Q: 3 clusters Score -178292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -178294.937500 Penalty: 2627.582764
	Iteration 23Q: 3 clusters Score -178294.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -178299.875000 Penalty: 2627.582764
	Iteration 24Q: 3 clusters Score -178299.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -178307.984375 Penalty: 2627.582764
	Iteration 25Q: 3 clusters Score -178308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -178317.453125 Penalty: 2627.582764
	Iteration 26Q: 3 clusters Score -178317.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -178327.421875 Penalty: 2627.582764
	Iteration 27Q: 3 clusters Score -178327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -178334.453125 Penalty: 2627.582764
	Iteration 28Q: 3 clusters Score -178334.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -178341.562500 Penalty: 2627.582764
	Iteration 29Q: 3 clusters Score -178341.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -178348.203125 Penalty: 2627.582764
	Iteration 30Q: 3 clusters Score -178348.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -178352.187500 Penalty: 2627.582764
	Iteration 31Q: 3 clusters Score -178352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -178354.609375 Penalty: 2627.582764
	Iteration 32Q: 3 clusters Score -178354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -178356.859375 Penalty: 2627.582764
	Iteration 33Q: 3 clusters Score -178356.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -178361.078125 Penalty: 2627.582764
	Iteration 34Q: 3 clusters Score -178361.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -178363.062500 Penalty: 2627.582764
	Iteration 35Q: 3 clusters Score -178363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -178364.343750 Penalty: 2627.582764
	Iteration 36Q: 3 clusters Score -178364.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -178365.750000 Penalty: 2627.582764
	Iteration 37Q: 3 clusters Score -178365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -178367.968750 Penalty: 2627.582764
	Iteration 38Q: 3 clusters Score -178368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -178371.281250 Penalty: 2627.582764
	Iteration 39Q: 3 clusters Score -178371.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -178375.937500 Penalty: 2627.582764
	Iteration 40F: 3 clusters Score -178375.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -178379.156250 Penalty: 2627.582764
	Iteration 41Q: 3 clusters Score -178379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -178383.031250 Penalty: 2627.582764
	Iteration 42Q: 3 clusters Score -178383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -178386.109375 Penalty: 2627.582764
	Iteration 43Q: 3 clusters Score -178386.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -178392.546875 Penalty: 2627.582764
	Iteration 44Q: 3 clusters Score -178392.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -178401.359375 Penalty: 2627.582764
	Iteration 45Q: 3 clusters Score -178401.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -178415.640625 Penalty: 2627.582764
	Iteration 46Q: 3 clusters Score -178415.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -178426.046875 Penalty: 2627.582764
	Iteration 47Q: 3 clusters Score -178426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -178437.015625 Penalty: 2627.582764
	Iteration 48Q: 3 clusters Score -178437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -178445.453125 Penalty: 2627.582764
	Iteration 49Q: 3 clusters Score -178445.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -178455.156250 Penalty: 2627.582764
	Iteration 50Q: 3 clusters Score -178455.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -178463.265625 Penalty: 2627.582764
	Iteration 51Q: 3 clusters Score -178463.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -178470.312500 Penalty: 2627.582764
	Iteration 52Q: 3 clusters Score -178470.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -178482.203125 Penalty: 2627.582764
	Iteration 53Q: 3 clusters Score -178482.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -178491.546875 Penalty: 2627.582764
	Iteration 54Q: 3 clusters Score -178491.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -178500.640625 Penalty: 2627.582764
	Iteration 55Q: 3 clusters Score -178500.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -178508.281250 Penalty: 2627.582764
	Iteration 56Q: 3 clusters Score -178508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -178511.000000 Penalty: 2627.582764
	Iteration 57Q: 3 clusters Score -178511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -178514.343750 Penalty: 2627.582764
	Iteration 58Q: 3 clusters Score -178514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -178518.781250 Penalty: 2627.582764
	Iteration 59Q: 3 clusters Score -178518.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -178524.734375 Penalty: 2627.582764
	Iteration 60F: 3 clusters Score -178524.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -178531.203125 Penalty: 2627.582764
	Iteration 61Q: 3 clusters Score -178531.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -178533.656250 Penalty: 2627.582764
	Iteration 62Q: 3 clusters Score -178533.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -178536.296875 Penalty: 2627.582764
	Iteration 63Q: 3 clusters Score -178536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -178538.187500 Penalty: 2627.582764
	Iteration 64Q: 3 clusters Score -178538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -178540.546875 Penalty: 2627.582764
	Iteration 65Q: 3 clusters Score -178540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -178541.031250 Penalty: 2627.582764
	Iteration 66Q: 3 clusters Score -178541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -178541.703125 Penalty: 2627.582764
	Iteration 67Q: 3 clusters Score -178541.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -178541.703125 Penalty: 2627.582764
	Iteration 68F: 3 clusters Score -178541.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Entering Unmasked Estep 
Score: -1346691.375000 Penalty: 1620.485840
	Iteration 0F: 2 clusters Score -1346691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1332239.875000 Penalty: 3240.971680
	Iteration 0F: 3 clusters Score -1332240 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1337288.625000 Penalty: 3240.971680
	Iteration 1F: 3 clusters Score -1337289 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1337536.625000 Penalty: 3240.971680
	Iteration 2Q: 3 clusters Score -1337537 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1337776.375000 Penalty: 3240.971680
	Iteration 3Q: 3 clusters Score -1337776 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1338038.750000 Penalty: 3240.971680
	Iteration 4Q: 3 clusters Score -1338039 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1338343.125000 Penalty: 3240.971680
	Iteration 5Q: 3 clusters Score -1338343 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1338672.625000 Penalty: 3240.971680
	Iteration 6Q: 3 clusters Score -1338673 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1338997.375000 Penalty: 3240.971680
	Iteration 7Q: 3 clusters Score -1338997 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1339330.625000 Penalty: 3240.971680
	Iteration 8Q: 3 clusters Score -1339331 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1339743.875000 Penalty: 3240.971680
	Iteration 9Q: 3 clusters Score -1339744 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1340198.625000 Penalty: 3240.971680
	Iteration 10Q: 3 clusters Score -1340199 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1340745.375000 Penalty: 3240.971680
	Iteration 11Q: 3 clusters Score -1340745 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1341424.125000 Penalty: 3240.971680
	Iteration 12Q: 3 clusters Score -1341424 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1342123.750000 Penalty: 3240.971680
	Iteration 13Q: 3 clusters Score -1342124 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1342766.875000 Penalty: 3240.971680
	Iteration 14Q: 3 clusters Score -1342767 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1343206.375000 Penalty: 3240.971680
	Iteration 15Q: 3 clusters Score -1343206 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1343475.625000 Penalty: 3240.971680
	Iteration 16Q: 3 clusters Score -1343476 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1343657.500000 Penalty: 3240.971680
	Iteration 17Q: 3 clusters Score -1343658 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1343804.875000 Penalty: 3240.971680
	Iteration 18Q: 3 clusters Score -1343805 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1343938.875000 Penalty: 3240.971680
	Iteration 19Q: 3 clusters Score -1343939 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1344050.875000 Penalty: 3240.971680
	Iteration 20F: 3 clusters Score -1344051 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1344154.375000 Penalty: 3240.971680
	Iteration 21Q: 3 clusters Score -1344154 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1344240.000000 Penalty: 3240.971680
	Iteration 22Q: 3 clusters Score -1344240 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1344316.500000 Penalty: 3240.971680
	Iteration 23Q: 3 clusters Score -1344316 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1344383.875000 Penalty: 3240.971680
	Iteration 24Q: 3 clusters Score -1344384 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1344447.125000 Penalty: 3240.971680
	Iteration 25Q: 3 clusters Score -1344447 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -1344519.125000 Penalty: 3240.971680
	Iteration 26Q: 3 clusters Score -1344519 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1344584.875000 Penalty: 3240.971680
	Iteration 27Q: 3 clusters Score -1344585 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1344639.750000 Penalty: 3240.971680
	Iteration 28Q: 3 clusters Score -1344640 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -1344699.250000 Penalty: 3240.971680
	Iteration 29Q: 3 clusters Score -1344699 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1344745.500000 Penalty: 3240.971680
	Iteration 30Q: 3 clusters Score -1344746 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1344798.375000 Penalty: 3240.971680
	Iteration 31Q: 3 clusters Score -1344798 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1344853.625000 Penalty: 3240.971680
	Iteration 32Q: 3 clusters Score -1344854 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -1344907.250000 Penalty: 3240.971680
	Iteration 33Q: 3 clusters Score -1344907 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -1344957.250000 Penalty: 3240.971680
	Iteration 34Q: 3 clusters Score -1344957 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1344999.000000 Penalty: 3240.971680
	Iteration 35Q: 3 clusters Score -1344999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1345035.500000 Penalty: 3240.971680
	Iteration 36Q: 3 clusters Score -1345036 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1345065.000000 Penalty: 3240.971680
	Iteration 37Q: 3 clusters Score -1345065 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -1345089.875000 Penalty: 3240.971680
	Iteration 38Q: 3 clusters Score -1345090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -1345116.625000 Penalty: 3240.971680
	Iteration 39Q: 3 clusters Score -1345117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1345135.875000 Penalty: 3240.971680
	Iteration 40F: 3 clusters Score -1345136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -1345152.625000 Penalty: 3240.971680
	Iteration 41Q: 3 clusters Score -1345153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -1345169.125000 Penalty: 3240.971680
	Iteration 42Q: 3 clusters Score -1345169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -1345184.375000 Penalty: 3240.971680
	Iteration 43Q: 3 clusters Score -1345184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -1345194.000000 Penalty: 3240.971680
	Iteration 44Q: 3 clusters Score -1345194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -1345200.500000 Penalty: 3240.971680
	Iteration 45Q: 3 clusters Score -1345200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -1345209.375000 Penalty: 3240.971680
	Iteration 46Q: 3 clusters Score -1345209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -1345219.500000 Penalty: 3240.971680
	Iteration 47Q: 3 clusters Score -1345220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1345232.000000 Penalty: 3240.971680
	Iteration 48Q: 3 clusters Score -1345232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -1345247.000000 Penalty: 3240.971680
	Iteration 49Q: 3 clusters Score -1345247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -1345262.000000 Penalty: 3240.971680
	Iteration 50Q: 3 clusters Score -1345262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1345268.000000 Penalty: 3240.971680
	Iteration 51Q: 3 clusters Score -1345268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -1345275.875000 Penalty: 3240.971680
	Iteration 52Q: 3 clusters Score -1345276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -1345286.500000 Penalty: 3240.971680
	Iteration 53Q: 3 clusters Score -1345286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -1345297.875000 Penalty: 3240.971680
	Iteration 54Q: 3 clusters Score -1345298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1345310.375000 Penalty: 3240.971680
	Iteration 55Q: 3 clusters Score -1345310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1345327.125000 Penalty: 3240.971680
	Iteration 56Q: 3 clusters Score -1345327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1345332.375000 Penalty: 3240.971680
	Iteration 57Q: 3 clusters Score -1345332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -1345343.500000 Penalty: 3240.971680
	Iteration 58Q: 3 clusters Score -1345344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -1345356.125000 Penalty: 3240.971680
	Iteration 59Q: 3 clusters Score -1345356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -1345362.250000 Penalty: 3240.971680
	Iteration 60F: 3 clusters Score -1345362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -1345367.625000 Penalty: 3240.971680
	Iteration 61Q: 3 clusters Score -1345368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -1345367.750000 Penalty: 3240.971680
	Iteration 62Q: 3 clusters Score -1345368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -1345369.375000 Penalty: 3240.971680
	Iteration 63Q: 3 clusters Score -1345369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -1345374.000000 Penalty: 3240.971680
	Iteration 64Q: 3 clusters Score -1345374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -1345378.875000 Penalty: 3240.971680
	Iteration 65Q: 3 clusters Score -1345379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -1345380.875000 Penalty: 3240.971680
	Iteration 66Q: 3 clusters Score -1345381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -1345384.000000 Penalty: 3240.971680
	Iteration 67Q: 3 clusters Score -1345384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -1345386.500000 Penalty: 3240.971680
	Iteration 68Q: 3 clusters Score -1345386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -1345391.625000 Penalty: 3240.971680
	Iteration 69Q: 3 clusters Score -1345392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1345396.500000 Penalty: 3240.971680
	Iteration 70Q: 3 clusters Score -1345396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -1345400.875000 Penalty: 3240.971680
	Iteration 71Q: 3 clusters Score -1345401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -1345404.875000 Penalty: 3240.971680
	Iteration 72Q: 3 clusters Score -1345405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -1345409.375000 Penalty: 3240.971680
	Iteration 73Q: 3 clusters Score -1345409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -1345413.375000 Penalty: 3240.971680
	Iteration 74Q: 3 clusters Score -1345413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -1345419.125000 Penalty: 3240.971680
	Iteration 75Q: 3 clusters Score -1345419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -1345420.750000 Penalty: 3240.971680
	Iteration 76Q: 3 clusters Score -1345421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -1345424.000000 Penalty: 3240.971680
	Iteration 77Q: 3 clusters Score -1345424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -1345424.875000 Penalty: 3240.971680
	Iteration 78Q: 3 clusters Score -1345425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -1345423.625000 Penalty: 3240.971680
	Iteration 79Q: 3 clusters Score -1345424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -1345423.500000 Penalty: 3240.971680
	Iteration 80F: 3 clusters Score -1345424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 101437 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28083 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10081 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 29779 members 
Mstep: Class 10 contains 6073 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 13355 members 
Mstep: Class 14 contains 7507 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24426 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 140545 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4695 members 
Mstep: Class 21 contains 5863 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963156.000000 Penalty: 48720.890625
Iteration 119Q: 24 clusters Score -2.696316e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 101439 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 28090 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10079 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 29776 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 13359 members 
Mstep: Class 14 contains 7519 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 24426 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 140532 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 20 contains 4697 members 
Mstep: Class 21 contains 5861 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963200.000000 Penalty: 48720.890625
Iteration 120F: 24 clusters Score -2.69632e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 101442 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 28099 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10085 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29776 members 
Mstep: Class 10 contains 6054 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 13359 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 2510 members 
Mstep: Class 16 contains 24422 members 
Mstep: Class 17 contains 11364 members 
Mstep: Class 18 contains 140519 members 
Mstep: Class 19 contains 5983 members 
Mstep: Class 20 contains 4699 members 
Mstep: Class 21 contains 5861 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963222.000000 Penalty: 48720.890625
Iteration 121Q: 24 clusters Score -2.696322e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 101445 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 28108 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10080 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 29777 members 
Mstep: Class 10 contains 6045 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 13361 members 
Mstep: Class 14 contains 7537 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24420 members 
Mstep: Class 17 contains 11367 members 
Mstep: Class 18 contains 140506 members 
Mstep: Class 19 contains 5986 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 5858 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963208.000000 Penalty: 48720.890625
Iteration 122Q: 24 clusters Score -2.696321e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 101447 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 28116 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 10077 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 29778 members 
Mstep: Class 10 contains 6039 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 3313 members 
Mstep: Class 13 contains 13361 members 
Mstep: Class 14 contains 7546 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24422 members 
Mstep: Class 17 contains 11368 members 
Mstep: Class 18 contains 140495 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 5858 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 21441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963206.000000 Penalty: 48720.890625
Iteration 123Q: 24 clusters Score -2.696321e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 101449 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 28126 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 10075 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 29777 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 13360 members 
Mstep: Class 14 contains 7556 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24422 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 140486 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 5857 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 21448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963170.000000 Penalty: 48720.890625
Iteration 124Q: 24 clusters Score -2.696317e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4943 members 
Mstep: Class 3 contains 101451 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 28133 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 10075 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 13359 members 
Mstep: Class 14 contains 7569 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 24422 members 
Mstep: Class 17 contains 11364 members 
Mstep: Class 18 contains 140473 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 5857 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 21457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963184.000000 Penalty: 48720.890625
Iteration 125Q: 24 clusters Score -2.696318e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 101454 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 28137 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 10074 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 3291 members 
Mstep: Class 13 contains 13356 members 
Mstep: Class 14 contains 7583 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24420 members 
Mstep: Class 17 contains 11366 members 
Mstep: Class 18 contains 140458 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4699 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 21467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963196.000000 Penalty: 48720.890625
Iteration 126Q: 24 clusters Score -2.69632e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 101458 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 28138 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 10075 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 6019 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24418 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 140445 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 21475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963188.000000 Penalty: 48720.890625
Iteration 127Q: 24 clusters Score -2.696319e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 101462 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 28142 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 10078 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 6010 members 
Mstep: Class 11 contains 4651 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 13351 members 
Mstep: Class 14 contains 7607 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24416 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 140434 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963150.000000 Penalty: 48720.890625
Iteration 128Q: 24 clusters Score -2.696315e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4929 members 
Mstep: Class 3 contains 101466 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 28147 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 10081 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 29774 members 
Mstep: Class 10 contains 6005 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 3284 members 
Mstep: Class 13 contains 13351 members 
Mstep: Class 14 contains 7614 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24416 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 140421 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3243 members 
Mstep: Class 23 contains 21495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963160.000000 Penalty: 48720.890625
Iteration 129Q: 24 clusters Score -2.696316e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4926 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 28151 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 10080 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5996 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 3282 members 
Mstep: Class 13 contains 13351 members 
Mstep: Class 14 contains 7624 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24417 members 
Mstep: Class 17 contains 11364 members 
Mstep: Class 18 contains 140410 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 5855 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963156.000000 Penalty: 48720.890625
Iteration 130Q: 24 clusters Score -2.696316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 101466 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 28156 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 10081 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5993 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 3281 members 
Mstep: Class 13 contains 13351 members 
Mstep: Class 14 contains 7627 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24417 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 140398 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 5855 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963136.000000 Penalty: 48720.890625
Iteration 131Q: 24 clusters Score -2.696314e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 28158 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 10082 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5991 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 3277 members 
Mstep: Class 13 contains 13351 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24415 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 140391 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4699 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 21527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963168.000000 Penalty: 48720.890625
Iteration 132Q: 24 clusters Score -2.696317e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4915 members 
Mstep: Class 3 contains 101465 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 28158 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 10083 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5988 members 
Mstep: Class 11 contains 4636 members 
Mstep: Class 12 contains 3274 members 
Mstep: Class 13 contains 13352 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24415 members 
Mstep: Class 17 contains 11366 members 
Mstep: Class 18 contains 140378 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 5857 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 21541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963150.000000 Penalty: 48720.890625
Iteration 133Q: 24 clusters Score -2.696315e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4914 members 
Mstep: Class 3 contains 101460 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 28161 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 10085 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5984 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 7646 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 24413 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 140373 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4699 members 
Mstep: Class 21 contains 5859 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963192.000000 Penalty: 48720.890625
Iteration 134Q: 24 clusters Score -2.696319e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4915 members 
Mstep: Class 3 contains 101461 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 28163 members 
Mstep: Class 6 contains 6199 members 
Mstep: Class 7 contains 10085 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5982 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 7646 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 24410 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 140364 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5859 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 21561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963178.000000 Penalty: 48720.890625
Iteration 135Q: 24 clusters Score -2.696318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 101466 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28164 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10087 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5978 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 7648 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 24411 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 140351 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 21568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963164.000000 Penalty: 48720.890625
Iteration 136Q: 24 clusters Score -2.696316e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 101469 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28166 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10088 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5977 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 7652 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 24411 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 140339 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 21573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963174.000000 Penalty: 48720.890625
Iteration 137Q: 24 clusters Score -2.696317e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28167 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10088 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5977 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 7652 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24411 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 140330 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5859 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 21580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963144.000000 Penalty: 48720.890625
Iteration 138Q: 24 clusters Score -2.696314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 101474 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28168 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10089 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5977 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 7652 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24411 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140319 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5858 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963148.000000 Penalty: 48720.890625
Iteration 139Q: 24 clusters Score -2.696315e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 101477 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28169 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10090 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5974 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24411 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140305 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5857 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 21607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963168.000000 Penalty: 48720.890625
Iteration 140F: 24 clusters Score -2.696317e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 101476 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28172 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10092 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 5970 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 7652 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24413 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140293 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 21623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963148.000000 Penalty: 48720.890625
Iteration 141Q: 24 clusters Score -2.696315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 101476 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28175 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10094 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29774 members 
Mstep: Class 10 contains 5964 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 7653 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24413 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140287 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963196.000000 Penalty: 48720.890625
Iteration 142Q: 24 clusters Score -2.69632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 101475 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28176 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10096 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29774 members 
Mstep: Class 10 contains 5959 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24412 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140286 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963188.000000 Penalty: 48720.890625
Iteration 143Q: 24 clusters Score -2.696319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 101475 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28177 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10099 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29774 members 
Mstep: Class 10 contains 5956 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 7656 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24411 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140284 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963190.000000 Penalty: 48720.890625
Iteration 144Q: 24 clusters Score -2.696319e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 101473 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28178 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10101 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29774 members 
Mstep: Class 10 contains 5954 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 7658 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24410 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140280 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963162.000000 Penalty: 48720.890625
Iteration 145Q: 24 clusters Score -2.696316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 101472 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28179 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 10102 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29774 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24410 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140276 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963180.000000 Penalty: 48720.890625
Iteration 146Q: 24 clusters Score -2.696318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 101472 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28180 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 10105 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 7661 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24410 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140273 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963218.000000 Penalty: 48720.890625
Iteration 147Q: 24 clusters Score -2.696322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28182 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10107 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5949 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 3260 members 
Mstep: Class 13 contains 13351 members 
Mstep: Class 14 contains 7661 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24410 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140267 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4699 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963212.000000 Penalty: 48720.890625
Iteration 148Q: 24 clusters Score -2.696321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 101473 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28181 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 10108 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5949 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 13351 members 
Mstep: Class 14 contains 7661 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24410 members 
Mstep: Class 17 contains 11360 members 
Mstep: Class 18 contains 140261 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4701 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963222.000000 Penalty: 48720.890625
Iteration 149Q: 24 clusters Score -2.696322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 101474 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28180 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 10109 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 7663 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24410 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 140257 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4702 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963220.000000 Penalty: 48720.890625
Iteration 150Q: 24 clusters Score -2.696322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 101474 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 28179 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10109 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5947 members 
Mstep: Class 11 contains 4588 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 7665 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24410 members 
Mstep: Class 17 contains 11360 members 
Mstep: Class 18 contains 140253 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4702 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963200.000000 Penalty: 48720.890625
Iteration 151Q: 24 clusters Score -2.69632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 101474 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 28180 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10109 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5945 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 7669 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24409 members 
Mstep: Class 17 contains 11359 members 
Mstep: Class 18 contains 140254 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4702 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963194.000000 Penalty: 48720.890625
Iteration 152Q: 24 clusters Score -2.696319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 101474 members 
Mstep: Class 4 contains 7872 members 
Mstep: Class 5 contains 28179 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10109 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 7673 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24406 members 
Mstep: Class 17 contains 11358 members 
Mstep: Class 18 contains 140259 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4703 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 21705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963178.000000 Penalty: 48720.890625
Iteration 153Q: 24 clusters Score -2.696318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 101476 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 28182 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29770 members 
Mstep: Class 10 contains 5941 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 3258 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 7675 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24403 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 140257 members 
Mstep: Class 19 contains 5978 members 
Mstep: Class 20 contains 4704 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 21709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963190.000000 Penalty: 48720.890625
Iteration 154Q: 24 clusters Score -2.696319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 101479 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28182 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10111 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29770 members 
Mstep: Class 10 contains 5940 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 3257 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 7677 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24400 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 140258 members 
Mstep: Class 19 contains 5978 members 
Mstep: Class 20 contains 4704 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3243 members 
Mstep: Class 23 contains 21710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963180.000000 Penalty: 48720.890625
Iteration 155Q: 24 clusters Score -2.696318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4923 members 
Mstep: Class 3 contains 101481 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28182 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10113 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29770 members 
Mstep: Class 10 contains 5939 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 7677 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24397 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 140255 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4705 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3241 members 
Mstep: Class 23 contains 21712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963184.000000 Penalty: 48720.890625
Iteration 156Q: 24 clusters Score -2.696318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101485 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28182 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10115 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29770 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 7677 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24395 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 140251 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4706 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3239 members 
Mstep: Class 23 contains 21716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963206.000000 Penalty: 48720.890625
Iteration 157Q: 24 clusters Score -2.696321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101485 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28185 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10117 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29770 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 7677 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24393 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 140250 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4707 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 21721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963202.000000 Penalty: 48720.890625
Iteration 158Q: 24 clusters Score -2.69632e+07 nChanged 19
Entering ConstructFrom: 
Score: -26963202.000000 Penalty: 48720.890625
Entering ConstructFrom: 
Trying to split cluster 1 (9676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Entering Unmasked Estep 
Score: -613775.437500 Penalty: 1491.328003
	Iteration 0F: 2 clusters Score -613775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -606755.125000 Penalty: 2982.656006
	Iteration 0F: 3 clusters Score -606755.1 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -608998.250000 Penalty: 2982.656006
	Iteration 1F: 3 clusters Score -608998.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -609269.125000 Penalty: 2982.656006
	Iteration 2F: 3 clusters Score -609269.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -609528.062500 Penalty: 2982.656006
	Iteration 3F: 3 clusters Score -609528.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -609833.437500 Penalty: 2982.656006
	Iteration 4F: 3 clusters Score -609833.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -610209.312500 Penalty: 2982.656006
	Iteration 5F: 3 clusters Score -610209.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -610630.125000 Penalty: 2982.656006
	Iteration 6F: 3 clusters Score -610630.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -611065.187500 Penalty: 2982.656006
	Iteration 7F: 3 clusters Score -611065.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -611499.750000 Penalty: 2982.656006
	Iteration 8F: 3 clusters Score -611499.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -611868.312500 Penalty: 2982.656006
	Iteration 9Q: 3 clusters Score -611868.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -612107.937500 Penalty: 2982.656006
	Iteration 10Q: 3 clusters Score -612107.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -612249.375000 Penalty: 2982.656006
	Iteration 11Q: 3 clusters Score -612249.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -612348.250000 Penalty: 2982.656006
	Iteration 12Q: 3 clusters Score -612348.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -612428.500000 Penalty: 2982.656006
	Iteration 13Q: 3 clusters Score -612428.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -612479.000000 Penalty: 2982.656006
	Iteration 14Q: 3 clusters Score -612479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -612512.687500 Penalty: 2982.656006
	Iteration 15Q: 3 clusters Score -612512.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -612529.750000 Penalty: 2982.656006
	Iteration 16Q: 3 clusters Score -612529.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -612545.500000 Penalty: 2982.656006
	Iteration 17Q: 3 clusters Score -612545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -612555.375000 Penalty: 2982.656006
	Iteration 18Q: 3 clusters Score -612555.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -612563.000000 Penalty: 2982.656006
	Iteration 19Q: 3 clusters Score -612563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -612571.125000 Penalty: 2982.656006
	Iteration 20F: 3 clusters Score -612571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -612575.625000 Penalty: 2982.656006
	Iteration 21Q: 3 clusters Score -612575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -612579.062500 Penalty: 2982.656006
	Iteration 22Q: 3 clusters Score -612579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -612579.625000 Penalty: 2982.656006
	Iteration 23Q: 3 clusters Score -612579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -612583.875000 Penalty: 2982.656006
	Iteration 24Q: 3 clusters Score -612583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -612586.812500 Penalty: 2982.656006
	Iteration 25Q: 3 clusters Score -612586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -612590.062500 Penalty: 2982.656006
	Iteration 26Q: 3 clusters Score -612590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -612590.875000 Penalty: 2982.656006
	Iteration 27Q: 3 clusters Score -612590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -612590.687500 Penalty: 2982.656006
	Iteration 28Q: 3 clusters Score -612590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -612592.812500 Penalty: 2982.656006
	Iteration 29Q: 3 clusters Score -612592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -612592.812500 Penalty: 2982.656006
	Iteration 30F: 3 clusters Score -612592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Entering Unmasked Estep 
Score: -294844.937500 Penalty: 1381.489014
	Iteration 0F: 2 clusters Score -294844.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -290936.500000 Penalty: 2762.978027
	Iteration 0F: 3 clusters Score -290936.5 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -292129.375000 Penalty: 2762.978027
	Iteration 1F: 3 clusters Score -292129.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -292430.468750 Penalty: 2762.978027
	Iteration 2F: 3 clusters Score -292430.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -292769.000000 Penalty: 2762.978027
	Iteration 3F: 3 clusters Score -292769 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -293100.781250 Penalty: 2762.978027
	Iteration 4F: 3 clusters Score -293100.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -293384.750000 Penalty: 2762.978027
	Iteration 5F: 3 clusters Score -293384.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -293648.843750 Penalty: 2762.978027
	Iteration 6F: 3 clusters Score -293648.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -293862.531250 Penalty: 2762.978027
	Iteration 7F: 3 clusters Score -293862.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -294017.343750 Penalty: 2762.978027
	Iteration 8Q: 3 clusters Score -294017.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -294113.500000 Penalty: 2762.978027
	Iteration 9Q: 3 clusters Score -294113.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -294165.281250 Penalty: 2762.978027
	Iteration 10Q: 3 clusters Score -294165.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -294198.156250 Penalty: 2762.978027
	Iteration 11Q: 3 clusters Score -294198.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -294220.562500 Penalty: 2762.978027
	Iteration 12Q: 3 clusters Score -294220.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -294244.531250 Penalty: 2762.978027
	Iteration 13Q: 3 clusters Score -294244.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -294260.250000 Penalty: 2762.978027
	Iteration 14Q: 3 clusters Score -294260.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -294270.843750 Penalty: 2762.978027
	Iteration 15Q: 3 clusters Score -294270.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -294284.375000 Penalty: 2762.978027
	Iteration 16Q: 3 clusters Score -294284.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -294296.125000 Penalty: 2762.978027
	Iteration 17Q: 3 clusters Score -294296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -294302.656250 Penalty: 2762.978027
	Iteration 18Q: 3 clusters Score -294302.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -294313.000000 Penalty: 2762.978027
	Iteration 19Q: 3 clusters Score -294313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -294318.406250 Penalty: 2762.978027
	Iteration 20F: 3 clusters Score -294318.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -294323.437500 Penalty: 2762.978027
	Iteration 21Q: 3 clusters Score -294323.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -294331.843750 Penalty: 2762.978027
	Iteration 22Q: 3 clusters Score -294331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -294335.843750 Penalty: 2762.978027
	Iteration 23Q: 3 clusters Score -294335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -294336.500000 Penalty: 2762.978027
	Iteration 24Q: 3 clusters Score -294336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -294336.531250 Penalty: 2762.978027
	Iteration 25Q: 3 clusters Score -294336.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -294336.531250 Penalty: 2762.978027
	Iteration 26F: 3 clusters Score -294336.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Entering Unmasked Estep 
Score: -6264266.500000 Penalty: 1873.245728
	Iteration 0F: 2 clusters Score -6264266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -6196252.500000 Penalty: 3746.491455
	Iteration 0F: 3 clusters Score -6196252 nChanged 48818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -6224649.500000 Penalty: 3746.491455
	Iteration 1F: 3 clusters Score -6224650 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -6225713.000000 Penalty: 3746.491455
	Iteration 2Q: 3 clusters Score -6225713 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -6226937.500000 Penalty: 3746.491455
	Iteration 3Q: 3 clusters Score -6226938 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -6228728.000000 Penalty: 3746.491455
	Iteration 4Q: 3 clusters Score -6228728 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -6231228.000000 Penalty: 3746.491455
	Iteration 5F: 3 clusters Score -6231228 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -6234612.500000 Penalty: 3746.491455
	Iteration 6F: 3 clusters Score -6234612 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -6239135.500000 Penalty: 3746.491455
	Iteration 7F: 3 clusters Score -6239136 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -6244641.000000 Penalty: 3746.491455
	Iteration 8F: 3 clusters Score -6244641 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -6250438.000000 Penalty: 3746.491455
	Iteration 9F: 3 clusters Score -6250438 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -6255612.500000 Penalty: 3746.491455
	Iteration 10F: 3 clusters Score -6255612 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -6259149.000000 Penalty: 3746.491455
	Iteration 11Q: 3 clusters Score -6259149 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -6261076.000000 Penalty: 3746.491455
	Iteration 12Q: 3 clusters Score -6261076 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -6261902.000000 Penalty: 3746.491455
	Iteration 13Q: 3 clusters Score -6261902 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -6262248.000000 Penalty: 3746.491455
	Iteration 14Q: 3 clusters Score -6262248 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -6262434.500000 Penalty: 3746.491455
	Iteration 15Q: 3 clusters Score -6262434 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -6262534.000000 Penalty: 3746.491455
	Iteration 16Q: 3 clusters Score -6262534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -6262576.500000 Penalty: 3746.491455
	Iteration 17Q: 3 clusters Score -6262576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 101139 members 
Entering Unmasked Estep 
Score: -6262613.500000 Penalty: 3746.491455
	Iteration 18Q: 3 clusters Score -6262614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -6262631.000000 Penalty: 3746.491455
	Iteration 19Q: 3 clusters Score -6262631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -6262645.000000 Penalty: 3746.491455
	Iteration 20F: 3 clusters Score -6262645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -6262644.500000 Penalty: 3746.491455
	Iteration 21Q: 3 clusters Score -6262644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 101183 members 
Entering Unmasked Estep 
Score: -6262655.500000 Penalty: 3746.491455
	Iteration 22Q: 3 clusters Score -6262656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -6262656.000000 Penalty: 3746.491455
	Iteration 23Q: 3 clusters Score -6262656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -6262667.500000 Penalty: 3746.491455
	Iteration 24Q: 3 clusters Score -6262668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -6262665.500000 Penalty: 3746.491455
	Iteration 25Q: 3 clusters Score -6262666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -6262666.500000 Penalty: 3746.491455
	Iteration 26Q: 3 clusters Score -6262666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -6262664.500000 Penalty: 3746.491455
	Iteration 27Q: 3 clusters Score -6262664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -6262663.500000 Penalty: 3746.491455
	Iteration 28Q: 3 clusters Score -6262664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -6262668.000000 Penalty: 3746.491455
	Iteration 29Q: 3 clusters Score -6262668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 101208 members 
Entering Unmasked Estep 
Score: -6262668.000000 Penalty: 3746.491455
	Iteration 30Q: 3 clusters Score -6262668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -6262669.500000 Penalty: 3746.491455
	Iteration 31Q: 3 clusters Score -6262670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -6262668.500000 Penalty: 3746.491455
	Iteration 32Q: 3 clusters Score -6262668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 101210 members 
Entering Unmasked Estep 
Score: -6262672.000000 Penalty: 3746.491455
	Iteration 33Q: 3 clusters Score -6262672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -6262675.500000 Penalty: 3746.491455
	Iteration 34Q: 3 clusters Score -6262676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 101212 members 
Entering Unmasked Estep 
Score: -6262679.500000 Penalty: 3746.491455
	Iteration 35Q: 3 clusters Score -6262680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 101214 members 
Entering Unmasked Estep 
Score: -6262678.500000 Penalty: 3746.491455
	Iteration 36Q: 3 clusters Score -6262678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 101212 members 
Entering Unmasked Estep 
Score: -6262676.500000 Penalty: 3746.491455
	Iteration 37Q: 3 clusters Score -6262676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -6262682.500000 Penalty: 3746.491455
	Iteration 38Q: 3 clusters Score -6262682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 101214 members 
Entering Unmasked Estep 
Score: -6262685.000000 Penalty: 3746.491455
	Iteration 39Q: 3 clusters Score -6262685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -6262681.500000 Penalty: 3746.491455
	Iteration 40F: 3 clusters Score -6262682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 101214 members 
Entering Unmasked Estep 
Score: -6262685.000000 Penalty: 3746.491455
	Iteration 41Q: 3 clusters Score -6262685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -6262686.500000 Penalty: 3746.491455
	Iteration 42Q: 3 clusters Score -6262686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 101216 members 
Entering Unmasked Estep 
Score: -6262685.500000 Penalty: 3746.491455
	Iteration 43Q: 3 clusters Score -6262686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 101216 members 
Entering Unmasked Estep 
Score: -6262685.500000 Penalty: 3746.491455
	Iteration 44F: 3 clusters Score -6262686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -464264.687500 Penalty: 1457.757202
	Iteration 0F: 2 clusters Score -464264.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -458469.968750 Penalty: 2915.514404
	Iteration 0F: 3 clusters Score -458470 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -460465.656250 Penalty: 2915.514404
	Iteration 1F: 3 clusters Score -460465.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -461050.218750 Penalty: 2915.514404
	Iteration 2F: 3 clusters Score -461050.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -461800.093750 Penalty: 2915.514404
	Iteration 3F: 3 clusters Score -461800.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -462655.843750 Penalty: 2915.514404
	Iteration 4F: 3 clusters Score -462655.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -463319.687500 Penalty: 2915.514404
	Iteration 5F: 3 clusters Score -463319.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -463695.125000 Penalty: 2915.514404
	Iteration 6F: 3 clusters Score -463695.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -463877.312500 Penalty: 2915.514404
	Iteration 7Q: 3 clusters Score -463877.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -463964.968750 Penalty: 2915.514404
	Iteration 8Q: 3 clusters Score -463965 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -464001.656250 Penalty: 2915.514404
	Iteration 9Q: 3 clusters Score -464001.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -464028.937500 Penalty: 2915.514404
	Iteration 10Q: 3 clusters Score -464028.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -464041.156250 Penalty: 2915.514404
	Iteration 11Q: 3 clusters Score -464041.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -464046.125000 Penalty: 2915.514404
	Iteration 12Q: 3 clusters Score -464046.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -464049.812500 Penalty: 2915.514404
	Iteration 13Q: 3 clusters Score -464049.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -464053.187500 Penalty: 2915.514404
	Iteration 14Q: 3 clusters Score -464053.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -464056.500000 Penalty: 2915.514404
	Iteration 15Q: 3 clusters Score -464056.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -464058.906250 Penalty: 2915.514404
	Iteration 16Q: 3 clusters Score -464058.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -464061.343750 Penalty: 2915.514404
	Iteration 17Q: 3 clusters Score -464061.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -464062.343750 Penalty: 2915.514404
	Iteration 18Q: 3 clusters Score -464062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -464064.812500 Penalty: 2915.514404
	Iteration 19Q: 3 clusters Score -464064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -464066.812500 Penalty: 2915.514404
	Iteration 20F: 3 clusters Score -464066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -464068.187500 Penalty: 2915.514404
	Iteration 21Q: 3 clusters Score -464068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -464070.750000 Penalty: 2915.514404
	Iteration 22Q: 3 clusters Score -464070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -464072.000000 Penalty: 2915.514404
	Iteration 23Q: 3 clusters Score -464072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -464073.656250 Penalty: 2915.514404
	Iteration 24Q: 3 clusters Score -464073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -464073.843750 Penalty: 2915.514404
	Iteration 25Q: 3 clusters Score -464073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -464074.281250 Penalty: 2915.514404
	Iteration 26Q: 3 clusters Score -464074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -464074.437500 Penalty: 2915.514404
	Iteration 27Q: 3 clusters Score -464074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -464075.468750 Penalty: 2915.514404
	Iteration 28Q: 3 clusters Score -464075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -464076.000000 Penalty: 2915.514404
	Iteration 29Q: 3 clusters Score -464076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -464076.875000 Penalty: 2915.514404
	Iteration 30Q: 3 clusters Score -464076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -464076.875000 Penalty: 2915.514404
	Iteration 31F: 3 clusters Score -464076.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Entering Unmasked Estep 
Score: -1729887.000000 Penalty: 1665.063477
	Iteration 0F: 2 clusters Score -1729887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1710902.875000 Penalty: 3330.126953
	Iteration 0F: 3 clusters Score -1710903 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1717948.875000 Penalty: 3330.126953
	Iteration 1F: 3 clusters Score -1717949 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1718294.750000 Penalty: 3330.126953
	Iteration 2Q: 3 clusters Score -1718295 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1718701.375000 Penalty: 3330.126953
	Iteration 3Q: 3 clusters Score -1718701 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1719372.125000 Penalty: 3330.126953
	Iteration 4Q: 3 clusters Score -1719372 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1720604.000000 Penalty: 3330.126953
	Iteration 5F: 3 clusters Score -1720604 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -1722738.000000 Penalty: 3330.126953
	Iteration 6F: 3 clusters Score -1722738 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -1725234.375000 Penalty: 3330.126953
	Iteration 7F: 3 clusters Score -1725234 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -1727295.750000 Penalty: 3330.126953
	Iteration 8F: 3 clusters Score -1727296 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1728680.000000 Penalty: 3330.126953
	Iteration 9Q: 3 clusters Score -1728680 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -1729378.625000 Penalty: 3330.126953
	Iteration 10Q: 3 clusters Score -1729379 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -1729530.125000 Penalty: 3330.126953
	Iteration 11Q: 3 clusters Score -1729530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -1729577.125000 Penalty: 3330.126953
	Iteration 12Q: 3 clusters Score -1729577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -1729589.250000 Penalty: 3330.126953
	Iteration 13Q: 3 clusters Score -1729589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -1729597.750000 Penalty: 3330.126953
	Iteration 14Q: 3 clusters Score -1729598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -1729604.250000 Penalty: 3330.126953
	Iteration 15Q: 3 clusters Score -1729604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -1729607.125000 Penalty: 3330.126953
	Iteration 16Q: 3 clusters Score -1729607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -1729606.875000 Penalty: 3330.126953
	Iteration 17Q: 3 clusters Score -1729607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -1729607.000000 Penalty: 3330.126953
	Iteration 18Q: 3 clusters Score -1729607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -1729606.875000 Penalty: 3330.126953
	Iteration 19Q: 3 clusters Score -1729607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -1729609.375000 Penalty: 3330.126953
	Iteration 20F: 3 clusters Score -1729609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -371066.062500 Penalty: 1418.868408
	Iteration 0F: 2 clusters Score -371066.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -366268.093750 Penalty: 2837.736816
	Iteration 0F: 3 clusters Score -366268.1 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -367736.093750 Penalty: 2837.736816
	Iteration 1F: 3 clusters Score -367736.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -368097.312500 Penalty: 2837.736816
	Iteration 2F: 3 clusters Score -368097.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -368395.093750 Penalty: 2837.736816
	Iteration 3F: 3 clusters Score -368395.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -368687.906250 Penalty: 2837.736816
	Iteration 4F: 3 clusters Score -368687.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -368988.718750 Penalty: 2837.736816
	Iteration 5F: 3 clusters Score -368988.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -369226.531250 Penalty: 2837.736816
	Iteration 6F: 3 clusters Score -369226.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -369403.000000 Penalty: 2837.736816
	Iteration 7Q: 3 clusters Score -369403 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -369547.531250 Penalty: 2837.736816
	Iteration 8Q: 3 clusters Score -369547.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -369662.968750 Penalty: 2837.736816
	Iteration 9Q: 3 clusters Score -369663 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -369756.437500 Penalty: 2837.736816
	Iteration 10Q: 3 clusters Score -369756.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -369833.343750 Penalty: 2837.736816
	Iteration 11Q: 3 clusters Score -369833.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -369899.218750 Penalty: 2837.736816
	Iteration 12Q: 3 clusters Score -369899.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -369940.718750 Penalty: 2837.736816
	Iteration 13Q: 3 clusters Score -369940.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -369969.906250 Penalty: 2837.736816
	Iteration 14Q: 3 clusters Score -369969.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -369996.843750 Penalty: 2837.736816
	Iteration 15Q: 3 clusters Score -369996.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -370022.781250 Penalty: 2837.736816
	Iteration 16Q: 3 clusters Score -370022.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -370039.031250 Penalty: 2837.736816
	Iteration 17Q: 3 clusters Score -370039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -370053.375000 Penalty: 2837.736816
	Iteration 18Q: 3 clusters Score -370053.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -370067.750000 Penalty: 2837.736816
	Iteration 19Q: 3 clusters Score -370067.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -370082.593750 Penalty: 2837.736816
	Iteration 20F: 3 clusters Score -370082.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -370093.375000 Penalty: 2837.736816
	Iteration 21Q: 3 clusters Score -370093.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -370106.531250 Penalty: 2837.736816
	Iteration 22Q: 3 clusters Score -370106.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -370124.125000 Penalty: 2837.736816
	Iteration 23Q: 3 clusters Score -370124.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -370135.187500 Penalty: 2837.736816
	Iteration 24Q: 3 clusters Score -370135.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -370144.000000 Penalty: 2837.736816
	Iteration 25Q: 3 clusters Score -370144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -370151.562500 Penalty: 2837.736816
	Iteration 26Q: 3 clusters Score -370151.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -370153.937500 Penalty: 2837.736816
	Iteration 27Q: 3 clusters Score -370153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -370155.125000 Penalty: 2837.736816
	Iteration 28Q: 3 clusters Score -370155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -370156.625000 Penalty: 2837.736816
	Iteration 29Q: 3 clusters Score -370156.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -370157.906250 Penalty: 2837.736816
	Iteration 30Q: 3 clusters Score -370157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -370159.531250 Penalty: 2837.736816
	Iteration 31Q: 3 clusters Score -370159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -370161.562500 Penalty: 2837.736816
	Iteration 32Q: 3 clusters Score -370161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -370162.625000 Penalty: 2837.736816
	Iteration 33Q: 3 clusters Score -370162.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -370163.937500 Penalty: 2837.736816
	Iteration 34Q: 3 clusters Score -370163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -370165.406250 Penalty: 2837.736816
	Iteration 35Q: 3 clusters Score -370165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -370165.968750 Penalty: 2837.736816
	Iteration 36Q: 3 clusters Score -370166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -370165.718750 Penalty: 2837.736816
	Iteration 37Q: 3 clusters Score -370165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -370165.718750 Penalty: 2837.736816
	Iteration 38Q: 3 clusters Score -370165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -370166.937500 Penalty: 2837.736816
	Iteration 39Q: 3 clusters Score -370166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -370167.968750 Penalty: 2837.736816
	Iteration 40F: 3 clusters Score -370168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -370167.625000 Penalty: 2837.736816
	Iteration 41Q: 3 clusters Score -370167.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -370167.625000 Penalty: 2837.736816
	Iteration 42F: 3 clusters Score -370167.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -619186.312500 Penalty: 1498.602661
	Iteration 0F: 2 clusters Score -619186.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -611905.750000 Penalty: 2997.205322
	Iteration 0F: 3 clusters Score -611905.8 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -614372.500000 Penalty: 2997.205322
	Iteration 1F: 3 clusters Score -614372.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -614645.687500 Penalty: 2997.205322
	Iteration 2F: 3 clusters Score -614645.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -614858.125000 Penalty: 2997.205322
	Iteration 3F: 3 clusters Score -614858.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -615019.250000 Penalty: 2997.205322
	Iteration 4Q: 3 clusters Score -615019.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -615136.687500 Penalty: 2997.205322
	Iteration 5Q: 3 clusters Score -615136.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -615240.625000 Penalty: 2997.205322
	Iteration 6Q: 3 clusters Score -615240.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -615345.750000 Penalty: 2997.205322
	Iteration 7Q: 3 clusters Score -615345.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -615449.000000 Penalty: 2997.205322
	Iteration 8Q: 3 clusters Score -615449 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -615552.687500 Penalty: 2997.205322
	Iteration 9Q: 3 clusters Score -615552.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -615655.937500 Penalty: 2997.205322
	Iteration 10Q: 3 clusters Score -615655.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -615766.437500 Penalty: 2997.205322
	Iteration 11Q: 3 clusters Score -615766.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -615890.000000 Penalty: 2997.205322
	Iteration 12Q: 3 clusters Score -615890 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -616010.750000 Penalty: 2997.205322
	Iteration 13Q: 3 clusters Score -616010.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -616128.500000 Penalty: 2997.205322
	Iteration 14Q: 3 clusters Score -616128.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -616250.062500 Penalty: 2997.205322
	Iteration 15Q: 3 clusters Score -616250.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -616385.812500 Penalty: 2997.205322
	Iteration 16Q: 3 clusters Score -616385.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -616525.375000 Penalty: 2997.205322
	Iteration 17Q: 3 clusters Score -616525.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -616676.937500 Penalty: 2997.205322
	Iteration 18Q: 3 clusters Score -616676.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -616835.687500 Penalty: 2997.205322
	Iteration 19Q: 3 clusters Score -616835.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -616993.562500 Penalty: 2997.205322
	Iteration 20F: 3 clusters Score -616993.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -617168.687500 Penalty: 2997.205322
	Iteration 21Q: 3 clusters Score -617168.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -617341.875000 Penalty: 2997.205322
	Iteration 22Q: 3 clusters Score -617341.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -617497.125000 Penalty: 2997.205322
	Iteration 23Q: 3 clusters Score -617497.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -617668.500000 Penalty: 2997.205322
	Iteration 24Q: 3 clusters Score -617668.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -617800.875000 Penalty: 2997.205322
	Iteration 25Q: 3 clusters Score -617800.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -617890.250000 Penalty: 2997.205322
	Iteration 26Q: 3 clusters Score -617890.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -617963.187500 Penalty: 2997.205322
	Iteration 27Q: 3 clusters Score -617963.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -618016.375000 Penalty: 2997.205322
	Iteration 28Q: 3 clusters Score -618016.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -618053.125000 Penalty: 2997.205322
	Iteration 29Q: 3 clusters Score -618053.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -618090.625000 Penalty: 2997.205322
	Iteration 30Q: 3 clusters Score -618090.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -618137.312500 Penalty: 2997.205322
	Iteration 31Q: 3 clusters Score -618137.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -618168.125000 Penalty: 2997.205322
	Iteration 32Q: 3 clusters Score -618168.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -618185.437500 Penalty: 2997.205322
	Iteration 33Q: 3 clusters Score -618185.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -618197.562500 Penalty: 2997.205322
	Iteration 34Q: 3 clusters Score -618197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -618205.500000 Penalty: 2997.205322
	Iteration 35Q: 3 clusters Score -618205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -618211.562500 Penalty: 2997.205322
	Iteration 36Q: 3 clusters Score -618211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -618213.875000 Penalty: 2997.205322
	Iteration 37Q: 3 clusters Score -618213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -618214.375000 Penalty: 2997.205322
	Iteration 38F: 3 clusters Score -618214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -618222.812500 Penalty: 2997.205322
	Iteration 39Q: 3 clusters Score -618222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -618232.625000 Penalty: 2997.205322
	Iteration 40F: 3 clusters Score -618232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -618241.500000 Penalty: 2997.205322
	Iteration 41Q: 3 clusters Score -618241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -618244.687500 Penalty: 2997.205322
	Iteration 42Q: 3 clusters Score -618244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -618244.687500 Penalty: 2997.205322
	Iteration 43F: 3 clusters Score -618244.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Entering Unmasked Estep 
Score: -329876.906250 Penalty: 1398.494385
	Iteration 0F: 2 clusters Score -329876.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -325604.031250 Penalty: 2796.988770
	Iteration 0F: 3 clusters Score -325604 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -326819.843750 Penalty: 2796.988770
	Iteration 1F: 3 clusters Score -326819.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -327027.906250 Penalty: 2796.988770
	Iteration 2F: 3 clusters Score -327027.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -327189.468750 Penalty: 2796.988770
	Iteration 3F: 3 clusters Score -327189.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -327325.437500 Penalty: 2796.988770
	Iteration 4Q: 3 clusters Score -327325.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -327432.875000 Penalty: 2796.988770
	Iteration 5Q: 3 clusters Score -327432.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -327520.750000 Penalty: 2796.988770
	Iteration 6Q: 3 clusters Score -327520.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -327598.968750 Penalty: 2796.988770
	Iteration 7Q: 3 clusters Score -327599 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -327670.281250 Penalty: 2796.988770
	Iteration 8Q: 3 clusters Score -327670.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -327741.906250 Penalty: 2796.988770
	Iteration 9Q: 3 clusters Score -327741.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -327793.343750 Penalty: 2796.988770
	Iteration 10Q: 3 clusters Score -327793.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -327846.656250 Penalty: 2796.988770
	Iteration 11Q: 3 clusters Score -327846.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -327908.093750 Penalty: 2796.988770
	Iteration 12Q: 3 clusters Score -327908.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -327982.093750 Penalty: 2796.988770
	Iteration 13Q: 3 clusters Score -327982.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -328064.437500 Penalty: 2796.988770
	Iteration 14Q: 3 clusters Score -328064.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -328148.687500 Penalty: 2796.988770
	Iteration 15Q: 3 clusters Score -328148.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -328227.250000 Penalty: 2796.988770
	Iteration 16Q: 3 clusters Score -328227.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -328274.093750 Penalty: 2796.988770
	Iteration 17Q: 3 clusters Score -328274.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -328304.968750 Penalty: 2796.988770
	Iteration 18Q: 3 clusters Score -328305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -328325.406250 Penalty: 2796.988770
	Iteration 19Q: 3 clusters Score -328325.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -328346.843750 Penalty: 2796.988770
	Iteration 20F: 3 clusters Score -328346.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -328373.281250 Penalty: 2796.988770
	Iteration 21Q: 3 clusters Score -328373.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -328392.125000 Penalty: 2796.988770
	Iteration 22Q: 3 clusters Score -328392.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -328408.781250 Penalty: 2796.988770
	Iteration 23Q: 3 clusters Score -328408.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -328417.875000 Penalty: 2796.988770
	Iteration 24Q: 3 clusters Score -328417.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -328424.937500 Penalty: 2796.988770
	Iteration 25Q: 3 clusters Score -328424.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -328432.531250 Penalty: 2796.988770
	Iteration 26Q: 3 clusters Score -328432.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -328445.093750 Penalty: 2796.988770
	Iteration 27Q: 3 clusters Score -328445.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -328455.843750 Penalty: 2796.988770
	Iteration 28Q: 3 clusters Score -328455.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -328464.437500 Penalty: 2796.988770
	Iteration 29Q: 3 clusters Score -328464.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -328477.593750 Penalty: 2796.988770
	Iteration 30Q: 3 clusters Score -328477.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -328488.062500 Penalty: 2796.988770
	Iteration 31Q: 3 clusters Score -328488.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -328495.218750 Penalty: 2796.988770
	Iteration 32Q: 3 clusters Score -328495.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -328502.468750 Penalty: 2796.988770
	Iteration 33Q: 3 clusters Score -328502.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -328507.031250 Penalty: 2796.988770
	Iteration 34Q: 3 clusters Score -328507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -328513.937500 Penalty: 2796.988770
	Iteration 35Q: 3 clusters Score -328513.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -328522.343750 Penalty: 2796.988770
	Iteration 36Q: 3 clusters Score -328522.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -328530.843750 Penalty: 2796.988770
	Iteration 37Q: 3 clusters Score -328530.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -328538.125000 Penalty: 2796.988770
	Iteration 38Q: 3 clusters Score -328538.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -328542.500000 Penalty: 2796.988770
	Iteration 39Q: 3 clusters Score -328542.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -328546.843750 Penalty: 2796.988770
	Iteration 40F: 3 clusters Score -328546.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -328550.281250 Penalty: 2796.988770
	Iteration 41Q: 3 clusters Score -328550.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -328551.437500 Penalty: 2796.988770
	Iteration 42Q: 3 clusters Score -328551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -328552.406250 Penalty: 2796.988770
	Iteration 43Q: 3 clusters Score -328552.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -328552.406250 Penalty: 2796.988770
	Iteration 44F: 3 clusters Score -328552.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Entering Unmasked Estep 
Score: -1819976.500000 Penalty: 1673.959717
	Iteration 0F: 2 clusters Score -1819976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1799866.750000 Penalty: 3347.919434
	Iteration 0F: 3 clusters Score -1799867 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1807375.875000 Penalty: 3347.919434
	Iteration 1F: 3 clusters Score -1807376 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1807709.625000 Penalty: 3347.919434
	Iteration 2Q: 3 clusters Score -1807710 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1808010.875000 Penalty: 3347.919434
	Iteration 3Q: 3 clusters Score -1808011 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1808310.500000 Penalty: 3347.919434
	Iteration 4Q: 3 clusters Score -1808310 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1808693.000000 Penalty: 3347.919434
	Iteration 5Q: 3 clusters Score -1808693 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1809296.000000 Penalty: 3347.919434
	Iteration 6Q: 3 clusters Score -1809296 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1810260.625000 Penalty: 3347.919434
	Iteration 7F: 3 clusters Score -1810261 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1811690.500000 Penalty: 3347.919434
	Iteration 8F: 3 clusters Score -1811690 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1813532.125000 Penalty: 3347.919434
	Iteration 9F: 3 clusters Score -1813532 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1815319.000000 Penalty: 3347.919434
	Iteration 10F: 3 clusters Score -1815319 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1816586.875000 Penalty: 3347.919434
	Iteration 11F: 3 clusters Score -1816587 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1817383.375000 Penalty: 3347.919434
	Iteration 12Q: 3 clusters Score -1817383 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1817840.750000 Penalty: 3347.919434
	Iteration 13Q: 3 clusters Score -1817841 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1818111.375000 Penalty: 3347.919434
	Iteration 14Q: 3 clusters Score -1818111 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1818288.375000 Penalty: 3347.919434
	Iteration 15Q: 3 clusters Score -1818288 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1818383.500000 Penalty: 3347.919434
	Iteration 16Q: 3 clusters Score -1818384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1818438.875000 Penalty: 3347.919434
	Iteration 17Q: 3 clusters Score -1818439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1818471.000000 Penalty: 3347.919434
	Iteration 18Q: 3 clusters Score -1818471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1818492.750000 Penalty: 3347.919434
	Iteration 19Q: 3 clusters Score -1818493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1818507.625000 Penalty: 3347.919434
	Iteration 20F: 3 clusters Score -1818508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1818519.875000 Penalty: 3347.919434
	Iteration 21Q: 3 clusters Score -1818520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1818525.125000 Penalty: 3347.919434
	Iteration 22Q: 3 clusters Score -1818525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1818525.750000 Penalty: 3347.919434
	Iteration 23Q: 3 clusters Score -1818526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1818531.875000 Penalty: 3347.919434
	Iteration 24Q: 3 clusters Score -1818532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1818535.875000 Penalty: 3347.919434
	Iteration 25Q: 3 clusters Score -1818536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1818538.375000 Penalty: 3347.919434
	Iteration 26Q: 3 clusters Score -1818538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1818540.625000 Penalty: 3347.919434
	Iteration 27Q: 3 clusters Score -1818541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1818541.125000 Penalty: 3347.919434
	Iteration 28Q: 3 clusters Score -1818541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1818543.125000 Penalty: 3347.919434
	Iteration 29Q: 3 clusters Score -1818543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1818543.125000 Penalty: 3347.919434
	Iteration 30F: 3 clusters Score -1818543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -355585.312500 Penalty: 1411.846313
	Iteration 0F: 2 clusters Score -355585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -351027.718750 Penalty: 2823.692627
	Iteration 0F: 3 clusters Score -351027.7 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -352457.500000 Penalty: 2823.692627
	Iteration 1F: 3 clusters Score -352457.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -352785.218750 Penalty: 2823.692627
	Iteration 2F: 3 clusters Score -352785.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -353001.000000 Penalty: 2823.692627
	Iteration 3F: 3 clusters Score -353001 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -353186.812500 Penalty: 2823.692627
	Iteration 4F: 3 clusters Score -353186.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -353364.500000 Penalty: 2823.692627
	Iteration 5Q: 3 clusters Score -353364.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -353553.312500 Penalty: 2823.692627
	Iteration 6Q: 3 clusters Score -353553.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -353726.156250 Penalty: 2823.692627
	Iteration 7Q: 3 clusters Score -353726.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -353884.500000 Penalty: 2823.692627
	Iteration 8Q: 3 clusters Score -353884.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -354041.718750 Penalty: 2823.692627
	Iteration 9Q: 3 clusters Score -354041.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -354211.968750 Penalty: 2823.692627
	Iteration 10Q: 3 clusters Score -354212 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -354372.468750 Penalty: 2823.692627
	Iteration 11Q: 3 clusters Score -354372.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -354518.687500 Penalty: 2823.692627
	Iteration 12Q: 3 clusters Score -354518.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -354653.500000 Penalty: 2823.692627
	Iteration 13Q: 3 clusters Score -354653.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -354783.343750 Penalty: 2823.692627
	Iteration 14Q: 3 clusters Score -354783.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -354868.625000 Penalty: 2823.692627
	Iteration 15Q: 3 clusters Score -354868.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -354928.062500 Penalty: 2823.692627
	Iteration 16Q: 3 clusters Score -354928.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -354968.000000 Penalty: 2823.692627
	Iteration 17Q: 3 clusters Score -354968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -354998.218750 Penalty: 2823.692627
	Iteration 18Q: 3 clusters Score -354998.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -355025.781250 Penalty: 2823.692627
	Iteration 19Q: 3 clusters Score -355025.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -355044.875000 Penalty: 2823.692627
	Iteration 20F: 3 clusters Score -355044.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -355056.875000 Penalty: 2823.692627
	Iteration 21Q: 3 clusters Score -355056.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -355067.187500 Penalty: 2823.692627
	Iteration 22Q: 3 clusters Score -355067.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -355073.781250 Penalty: 2823.692627
	Iteration 23Q: 3 clusters Score -355073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -355079.093750 Penalty: 2823.692627
	Iteration 24Q: 3 clusters Score -355079.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -355082.125000 Penalty: 2823.692627
	Iteration 25Q: 3 clusters Score -355082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -355087.250000 Penalty: 2823.692627
	Iteration 26Q: 3 clusters Score -355087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -355090.625000 Penalty: 2823.692627
	Iteration 27Q: 3 clusters Score -355090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -355096.062500 Penalty: 2823.692627
	Iteration 28Q: 3 clusters Score -355096.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -355098.687500 Penalty: 2823.692627
	Iteration 29Q: 3 clusters Score -355098.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -355103.312500 Penalty: 2823.692627
	Iteration 30Q: 3 clusters Score -355103.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -355108.468750 Penalty: 2823.692627
	Iteration 31Q: 3 clusters Score -355108.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -355110.531250 Penalty: 2823.692627
	Iteration 32Q: 3 clusters Score -355110.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -355113.156250 Penalty: 2823.692627
	Iteration 33Q: 3 clusters Score -355113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -355113.718750 Penalty: 2823.692627
	Iteration 34Q: 3 clusters Score -355113.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -355114.781250 Penalty: 2823.692627
	Iteration 35Q: 3 clusters Score -355114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -355115.375000 Penalty: 2823.692627
	Iteration 36Q: 3 clusters Score -355115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -355115.375000 Penalty: 2823.692627
	Iteration 37F: 3 clusters Score -355115.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -277265.156250 Penalty: 1369.573364
	Iteration 0F: 2 clusters Score -277265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -273556.781250 Penalty: 2739.146729
	Iteration 0F: 3 clusters Score -273556.8 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -274506.031250 Penalty: 2739.146729
	Iteration 1F: 3 clusters Score -274506 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -274661.750000 Penalty: 2739.146729
	Iteration 2F: 3 clusters Score -274661.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -274791.781250 Penalty: 2739.146729
	Iteration 3F: 3 clusters Score -274791.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -274893.937500 Penalty: 2739.146729
	Iteration 4Q: 3 clusters Score -274893.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -274972.687500 Penalty: 2739.146729
	Iteration 5Q: 3 clusters Score -274972.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -275022.031250 Penalty: 2739.146729
	Iteration 6Q: 3 clusters Score -275022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -275073.031250 Penalty: 2739.146729
	Iteration 7Q: 3 clusters Score -275073 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -275111.250000 Penalty: 2739.146729
	Iteration 8Q: 3 clusters Score -275111.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -275156.312500 Penalty: 2739.146729
	Iteration 9Q: 3 clusters Score -275156.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -275198.812500 Penalty: 2739.146729
	Iteration 10Q: 3 clusters Score -275198.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -275235.375000 Penalty: 2739.146729
	Iteration 11Q: 3 clusters Score -275235.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -275271.312500 Penalty: 2739.146729
	Iteration 12Q: 3 clusters Score -275271.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -275318.875000 Penalty: 2739.146729
	Iteration 13Q: 3 clusters Score -275318.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -275363.750000 Penalty: 2739.146729
	Iteration 14Q: 3 clusters Score -275363.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -275402.187500 Penalty: 2739.146729
	Iteration 15Q: 3 clusters Score -275402.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -275444.062500 Penalty: 2739.146729
	Iteration 16Q: 3 clusters Score -275444.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -275491.187500 Penalty: 2739.146729
	Iteration 17Q: 3 clusters Score -275491.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -275547.000000 Penalty: 2739.146729
	Iteration 18Q: 3 clusters Score -275547 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -275601.656250 Penalty: 2739.146729
	Iteration 19Q: 3 clusters Score -275601.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -275642.937500 Penalty: 2739.146729
	Iteration 20F: 3 clusters Score -275642.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -275678.531250 Penalty: 2739.146729
	Iteration 21Q: 3 clusters Score -275678.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -275713.937500 Penalty: 2739.146729
	Iteration 22Q: 3 clusters Score -275713.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -275746.812500 Penalty: 2739.146729
	Iteration 23Q: 3 clusters Score -275746.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -275776.625000 Penalty: 2739.146729
	Iteration 24Q: 3 clusters Score -275776.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -275817.406250 Penalty: 2739.146729
	Iteration 25Q: 3 clusters Score -275817.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -275858.937500 Penalty: 2739.146729
	Iteration 26Q: 3 clusters Score -275858.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -275903.437500 Penalty: 2739.146729
	Iteration 27Q: 3 clusters Score -275903.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -275955.781250 Penalty: 2739.146729
	Iteration 28Q: 3 clusters Score -275955.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -275991.875000 Penalty: 2739.146729
	Iteration 29Q: 3 clusters Score -275991.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -276027.562500 Penalty: 2739.146729
	Iteration 30Q: 3 clusters Score -276027.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -276049.437500 Penalty: 2739.146729
	Iteration 31Q: 3 clusters Score -276049.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -276062.125000 Penalty: 2739.146729
	Iteration 32Q: 3 clusters Score -276062.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -276083.125000 Penalty: 2739.146729
	Iteration 33Q: 3 clusters Score -276083.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -276096.000000 Penalty: 2739.146729
	Iteration 34Q: 3 clusters Score -276096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -276100.906250 Penalty: 2739.146729
	Iteration 35Q: 3 clusters Score -276100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -276106.250000 Penalty: 2739.146729
	Iteration 36Q: 3 clusters Score -276106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -276110.281250 Penalty: 2739.146729
	Iteration 37Q: 3 clusters Score -276110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -276113.218750 Penalty: 2739.146729
	Iteration 38Q: 3 clusters Score -276113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -276114.625000 Penalty: 2739.146729
	Iteration 39Q: 3 clusters Score -276114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -276114.625000 Penalty: 2739.146729
	Iteration 40F: 3 clusters Score -276114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -186038.453125 Penalty: 1314.341431
	Iteration 0F: 2 clusters Score -186038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -183135.921875 Penalty: 2628.682861
	Iteration 0F: 3 clusters Score -183135.9 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -183880.531250 Penalty: 2628.682861
	Iteration 1F: 3 clusters Score -183880.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -184080.875000 Penalty: 2628.682861
	Iteration 2F: 3 clusters Score -184080.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -184269.359375 Penalty: 2628.682861
	Iteration 3F: 3 clusters Score -184269.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -184452.546875 Penalty: 2628.682861
	Iteration 4F: 3 clusters Score -184452.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -184640.156250 Penalty: 2628.682861
	Iteration 5F: 3 clusters Score -184640.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -184798.734375 Penalty: 2628.682861
	Iteration 6F: 3 clusters Score -184798.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -184947.828125 Penalty: 2628.682861
	Iteration 7F: 3 clusters Score -184947.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -185074.187500 Penalty: 2628.682861
	Iteration 8Q: 3 clusters Score -185074.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -185171.437500 Penalty: 2628.682861
	Iteration 9Q: 3 clusters Score -185171.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -185241.906250 Penalty: 2628.682861
	Iteration 10Q: 3 clusters Score -185241.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -185294.328125 Penalty: 2628.682861
	Iteration 11Q: 3 clusters Score -185294.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -185330.000000 Penalty: 2628.682861
	Iteration 12Q: 3 clusters Score -185330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -185351.937500 Penalty: 2628.682861
	Iteration 13Q: 3 clusters Score -185351.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -185371.000000 Penalty: 2628.682861
	Iteration 14Q: 3 clusters Score -185371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -185375.078125 Penalty: 2628.682861
	Iteration 15Q: 3 clusters Score -185375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -185377.046875 Penalty: 2628.682861
	Iteration 16Q: 3 clusters Score -185377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -185378.109375 Penalty: 2628.682861
	Iteration 17Q: 3 clusters Score -185378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -185378.625000 Penalty: 2628.682861
	Iteration 18Q: 3 clusters Score -185378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -185378.625000 Penalty: 2628.682861
	Iteration 19F: 3 clusters Score -185378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Entering Unmasked Estep 
Score: -835556.750000 Penalty: 1543.619507
	Iteration 0F: 2 clusters Score -835556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -826247.000000 Penalty: 3087.239014
	Iteration 0F: 3 clusters Score -826247 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -829419.187500 Penalty: 3087.239014
	Iteration 1F: 3 clusters Score -829419.2 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -829779.250000 Penalty: 3087.239014
	Iteration 2F: 3 clusters Score -829779.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -830173.687500 Penalty: 3087.239014
	Iteration 3F: 3 clusters Score -830173.7 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -830622.500000 Penalty: 3087.239014
	Iteration 4F: 3 clusters Score -830622.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -831140.062500 Penalty: 3087.239014
	Iteration 5F: 3 clusters Score -831140.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -831750.500000 Penalty: 3087.239014
	Iteration 6F: 3 clusters Score -831750.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -832343.062500 Penalty: 3087.239014
	Iteration 7F: 3 clusters Score -832343.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -832909.250000 Penalty: 3087.239014
	Iteration 8F: 3 clusters Score -832909.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -833354.375000 Penalty: 3087.239014
	Iteration 9Q: 3 clusters Score -833354.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -833668.187500 Penalty: 3087.239014
	Iteration 10Q: 3 clusters Score -833668.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -833868.375000 Penalty: 3087.239014
	Iteration 11Q: 3 clusters Score -833868.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -834004.750000 Penalty: 3087.239014
	Iteration 12Q: 3 clusters Score -834004.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -834088.750000 Penalty: 3087.239014
	Iteration 13Q: 3 clusters Score -834088.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -834133.812500 Penalty: 3087.239014
	Iteration 14Q: 3 clusters Score -834133.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -834154.875000 Penalty: 3087.239014
	Iteration 15Q: 3 clusters Score -834154.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -834169.750000 Penalty: 3087.239014
	Iteration 16Q: 3 clusters Score -834169.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -834185.375000 Penalty: 3087.239014
	Iteration 17Q: 3 clusters Score -834185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -834194.250000 Penalty: 3087.239014
	Iteration 18Q: 3 clusters Score -834194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -834203.875000 Penalty: 3087.239014
	Iteration 19Q: 3 clusters Score -834203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -834209.312500 Penalty: 3087.239014
	Iteration 20F: 3 clusters Score -834209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -834213.250000 Penalty: 3087.239014
	Iteration 21Q: 3 clusters Score -834213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -834218.375000 Penalty: 3087.239014
	Iteration 22Q: 3 clusters Score -834218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -834221.312500 Penalty: 3087.239014
	Iteration 23Q: 3 clusters Score -834221.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -834232.750000 Penalty: 3087.239014
	Iteration 24Q: 3 clusters Score -834232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -834236.375000 Penalty: 3087.239014
	Iteration 25Q: 3 clusters Score -834236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -834240.312500 Penalty: 3087.239014
	Iteration 26Q: 3 clusters Score -834240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -834242.437500 Penalty: 3087.239014
	Iteration 27Q: 3 clusters Score -834242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -834242.625000 Penalty: 3087.239014
	Iteration 28Q: 3 clusters Score -834242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -834244.312500 Penalty: 3087.239014
	Iteration 29Q: 3 clusters Score -834244.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -834243.812500 Penalty: 3087.239014
	Iteration 30Q: 3 clusters Score -834243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -834245.250000 Penalty: 3087.239014
	Iteration 31Q: 3 clusters Score -834245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -834251.125000 Penalty: 3087.239014
	Iteration 32Q: 3 clusters Score -834251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -834251.125000 Penalty: 3087.239014
	Iteration 33F: 3 clusters Score -834251.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Entering Unmasked Estep 
Score: -458953.906250 Penalty: 1453.722412
	Iteration 0F: 2 clusters Score -458953.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -453283.593750 Penalty: 2907.444824
	Iteration 0F: 3 clusters Score -453283.6 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -455059.062500 Penalty: 2907.444824
	Iteration 1F: 3 clusters Score -455059.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -455298.750000 Penalty: 2907.444824
	Iteration 2F: 3 clusters Score -455298.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -455476.281250 Penalty: 2907.444824
	Iteration 3F: 3 clusters Score -455476.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -455628.218750 Penalty: 2907.444824
	Iteration 4Q: 3 clusters Score -455628.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -455755.968750 Penalty: 2907.444824
	Iteration 5Q: 3 clusters Score -455756 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -455879.718750 Penalty: 2907.444824
	Iteration 6Q: 3 clusters Score -455879.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -455984.000000 Penalty: 2907.444824
	Iteration 7Q: 3 clusters Score -455984 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -456088.187500 Penalty: 2907.444824
	Iteration 8Q: 3 clusters Score -456088.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -456213.093750 Penalty: 2907.444824
	Iteration 9Q: 3 clusters Score -456213.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -456374.187500 Penalty: 2907.444824
	Iteration 10Q: 3 clusters Score -456374.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -456548.875000 Penalty: 2907.444824
	Iteration 11Q: 3 clusters Score -456548.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -456733.000000 Penalty: 2907.444824
	Iteration 12Q: 3 clusters Score -456733 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -456891.125000 Penalty: 2907.444824
	Iteration 13Q: 3 clusters Score -456891.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -457020.437500 Penalty: 2907.444824
	Iteration 14Q: 3 clusters Score -457020.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -457130.343750 Penalty: 2907.444824
	Iteration 15Q: 3 clusters Score -457130.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -457232.156250 Penalty: 2907.444824
	Iteration 16Q: 3 clusters Score -457232.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -457320.687500 Penalty: 2907.444824
	Iteration 17Q: 3 clusters Score -457320.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -457400.625000 Penalty: 2907.444824
	Iteration 18Q: 3 clusters Score -457400.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -457475.312500 Penalty: 2907.444824
	Iteration 19Q: 3 clusters Score -457475.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -457545.906250 Penalty: 2907.444824
	Iteration 20F: 3 clusters Score -457545.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -457595.156250 Penalty: 2907.444824
	Iteration 21Q: 3 clusters Score -457595.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -457625.531250 Penalty: 2907.444824
	Iteration 22Q: 3 clusters Score -457625.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -457653.531250 Penalty: 2907.444824
	Iteration 23Q: 3 clusters Score -457653.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -457683.687500 Penalty: 2907.444824
	Iteration 24Q: 3 clusters Score -457683.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -457706.218750 Penalty: 2907.444824
	Iteration 25Q: 3 clusters Score -457706.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -457723.843750 Penalty: 2907.444824
	Iteration 26Q: 3 clusters Score -457723.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -457736.125000 Penalty: 2907.444824
	Iteration 27Q: 3 clusters Score -457736.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -457746.500000 Penalty: 2907.444824
	Iteration 28Q: 3 clusters Score -457746.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -457751.000000 Penalty: 2907.444824
	Iteration 29Q: 3 clusters Score -457751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -457756.687500 Penalty: 2907.444824
	Iteration 30Q: 3 clusters Score -457756.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -457761.625000 Penalty: 2907.444824
	Iteration 31Q: 3 clusters Score -457761.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -457767.343750 Penalty: 2907.444824
	Iteration 32Q: 3 clusters Score -457767.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -457771.593750 Penalty: 2907.444824
	Iteration 33Q: 3 clusters Score -457771.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -457774.843750 Penalty: 2907.444824
	Iteration 34Q: 3 clusters Score -457774.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -457777.781250 Penalty: 2907.444824
	Iteration 35Q: 3 clusters Score -457777.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -457780.375000 Penalty: 2907.444824
	Iteration 36Q: 3 clusters Score -457780.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -457782.375000 Penalty: 2907.444824
	Iteration 37Q: 3 clusters Score -457782.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -457785.500000 Penalty: 2907.444824
	Iteration 38Q: 3 clusters Score -457785.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -457788.343750 Penalty: 2907.444824
	Iteration 39Q: 3 clusters Score -457788.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -457790.437500 Penalty: 2907.444824
	Iteration 40F: 3 clusters Score -457790.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -457792.593750 Penalty: 2907.444824
	Iteration 41Q: 3 clusters Score -457792.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -457795.625000 Penalty: 2907.444824
	Iteration 42Q: 3 clusters Score -457795.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -457798.750000 Penalty: 2907.444824
	Iteration 43Q: 3 clusters Score -457798.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -457802.156250 Penalty: 2907.444824
	Iteration 44Q: 3 clusters Score -457802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -457802.406250 Penalty: 2907.444824
	Iteration 45Q: 3 clusters Score -457802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -457804.937500 Penalty: 2907.444824
	Iteration 46Q: 3 clusters Score -457804.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -457807.031250 Penalty: 2907.444824
	Iteration 47Q: 3 clusters Score -457807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -457807.843750 Penalty: 2907.444824
	Iteration 48Q: 3 clusters Score -457807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -457807.500000 Penalty: 2907.444824
	Iteration 49Q: 3 clusters Score -457807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -457806.750000 Penalty: 2907.444824
	Iteration 50Q: 3 clusters Score -457806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -457807.562500 Penalty: 2907.444824
	Iteration 51Q: 3 clusters Score -457807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -457808.375000 Penalty: 2907.444824
	Iteration 52Q: 3 clusters Score -457808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -457807.843750 Penalty: 2907.444824
	Iteration 53Q: 3 clusters Score -457807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -457808.593750 Penalty: 2907.444824
	Iteration 54Q: 3 clusters Score -457808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -457809.468750 Penalty: 2907.444824
	Iteration 55Q: 3 clusters Score -457809.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -457809.468750 Penalty: 2907.444824
	Iteration 56F: 3 clusters Score -457809.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -127088.007812 Penalty: 1271.861816
	Iteration 0F: 2 clusters Score -127088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -124717.007812 Penalty: 2543.723633
	Iteration 0F: 3 clusters Score -124717 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -125355.531250 Penalty: 2543.723633
	Iteration 1F: 3 clusters Score -125355.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -125543.929688 Penalty: 2543.723633
	Iteration 2F: 3 clusters Score -125543.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -125690.195312 Penalty: 2543.723633
	Iteration 3F: 3 clusters Score -125690.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -125778.671875 Penalty: 2543.723633
	Iteration 4Q: 3 clusters Score -125778.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -125831.328125 Penalty: 2543.723633
	Iteration 5Q: 3 clusters Score -125831.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -125869.398438 Penalty: 2543.723633
	Iteration 6Q: 3 clusters Score -125869.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -125896.007812 Penalty: 2543.723633
	Iteration 7Q: 3 clusters Score -125896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -125916.140625 Penalty: 2543.723633
	Iteration 8Q: 3 clusters Score -125916.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -125929.648438 Penalty: 2543.723633
	Iteration 9Q: 3 clusters Score -125929.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -125939.578125 Penalty: 2543.723633
	Iteration 10Q: 3 clusters Score -125939.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -125949.187500 Penalty: 2543.723633
	Iteration 11Q: 3 clusters Score -125949.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -125956.304688 Penalty: 2543.723633
	Iteration 12Q: 3 clusters Score -125956.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -125961.546875 Penalty: 2543.723633
	Iteration 13Q: 3 clusters Score -125961.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -125970.406250 Penalty: 2543.723633
	Iteration 14Q: 3 clusters Score -125970.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -125978.734375 Penalty: 2543.723633
	Iteration 15Q: 3 clusters Score -125978.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -125986.812500 Penalty: 2543.723633
	Iteration 16Q: 3 clusters Score -125986.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -125990.882812 Penalty: 2543.723633
	Iteration 17Q: 3 clusters Score -125990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -125995.406250 Penalty: 2543.723633
	Iteration 18Q: 3 clusters Score -125995.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -126000.937500 Penalty: 2543.723633
	Iteration 19Q: 3 clusters Score -126000.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -126006.226562 Penalty: 2543.723633
	Iteration 20F: 3 clusters Score -126006.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -126013.937500 Penalty: 2543.723633
	Iteration 21Q: 3 clusters Score -126013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -126017.851562 Penalty: 2543.723633
	Iteration 22Q: 3 clusters Score -126017.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -126019.828125 Penalty: 2543.723633
	Iteration 23Q: 3 clusters Score -126019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -126022.671875 Penalty: 2543.723633
	Iteration 24Q: 3 clusters Score -126022.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -126025.968750 Penalty: 2543.723633
	Iteration 25Q: 3 clusters Score -126026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -126029.148438 Penalty: 2543.723633
	Iteration 26Q: 3 clusters Score -126029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -126032.500000 Penalty: 2543.723633
	Iteration 27Q: 3 clusters Score -126032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -126033.984375 Penalty: 2543.723633
	Iteration 28Q: 3 clusters Score -126034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -126034.976562 Penalty: 2543.723633
	Iteration 29Q: 3 clusters Score -126035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -126034.976562 Penalty: 2543.723633
	Iteration 30F: 3 clusters Score -126035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Entering Unmasked Estep 
Score: -1534247.500000 Penalty: 1641.583374
	Iteration 0F: 2 clusters Score -1534248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1517725.750000 Penalty: 3283.166748
	Iteration 0F: 3 clusters Score -1517726 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1523901.500000 Penalty: 3283.166748
	Iteration 1F: 3 clusters Score -1523902 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1524220.375000 Penalty: 3283.166748
	Iteration 2Q: 3 clusters Score -1524220 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1524521.250000 Penalty: 3283.166748
	Iteration 3Q: 3 clusters Score -1524521 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1524841.000000 Penalty: 3283.166748
	Iteration 4Q: 3 clusters Score -1524841 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1525195.500000 Penalty: 3283.166748
	Iteration 5Q: 3 clusters Score -1525196 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1525637.375000 Penalty: 3283.166748
	Iteration 6Q: 3 clusters Score -1525637 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1526195.125000 Penalty: 3283.166748
	Iteration 7Q: 3 clusters Score -1526195 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1526917.250000 Penalty: 3283.166748
	Iteration 8Q: 3 clusters Score -1526917 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1527730.750000 Penalty: 3283.166748
	Iteration 9Q: 3 clusters Score -1527731 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1528517.125000 Penalty: 3283.166748
	Iteration 10Q: 3 clusters Score -1528517 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1529270.750000 Penalty: 3283.166748
	Iteration 11Q: 3 clusters Score -1529271 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -1529912.500000 Penalty: 3283.166748
	Iteration 12Q: 3 clusters Score -1529912 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -1530445.750000 Penalty: 3283.166748
	Iteration 13Q: 3 clusters Score -1530446 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -1530923.500000 Penalty: 3283.166748
	Iteration 14Q: 3 clusters Score -1530924 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -1531289.875000 Penalty: 3283.166748
	Iteration 15Q: 3 clusters Score -1531290 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -1531585.000000 Penalty: 3283.166748
	Iteration 16Q: 3 clusters Score -1531585 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -1531822.625000 Penalty: 3283.166748
	Iteration 17Q: 3 clusters Score -1531823 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -1532043.125000 Penalty: 3283.166748
	Iteration 18Q: 3 clusters Score -1532043 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -1532221.125000 Penalty: 3283.166748
	Iteration 19Q: 3 clusters Score -1532221 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -1532375.125000 Penalty: 3283.166748
	Iteration 20F: 3 clusters Score -1532375 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -1532486.375000 Penalty: 3283.166748
	Iteration 21Q: 3 clusters Score -1532486 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -1532567.125000 Penalty: 3283.166748
	Iteration 22Q: 3 clusters Score -1532567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -1532635.625000 Penalty: 3283.166748
	Iteration 23Q: 3 clusters Score -1532636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -1532674.625000 Penalty: 3283.166748
	Iteration 24Q: 3 clusters Score -1532675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -1532715.000000 Penalty: 3283.166748
	Iteration 25Q: 3 clusters Score -1532715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -1532754.625000 Penalty: 3283.166748
	Iteration 26Q: 3 clusters Score -1532755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -1532776.000000 Penalty: 3283.166748
	Iteration 27Q: 3 clusters Score -1532776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -1532793.125000 Penalty: 3283.166748
	Iteration 28Q: 3 clusters Score -1532793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -1532808.125000 Penalty: 3283.166748
	Iteration 29Q: 3 clusters Score -1532808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -1532813.875000 Penalty: 3283.166748
	Iteration 30Q: 3 clusters Score -1532814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -1532822.250000 Penalty: 3283.166748
	Iteration 31Q: 3 clusters Score -1532822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -1532830.125000 Penalty: 3283.166748
	Iteration 32Q: 3 clusters Score -1532830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -1532836.000000 Penalty: 3283.166748
	Iteration 33Q: 3 clusters Score -1532836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -1532842.125000 Penalty: 3283.166748
	Iteration 34Q: 3 clusters Score -1532842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -1532846.125000 Penalty: 3283.166748
	Iteration 35Q: 3 clusters Score -1532846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -1532846.625000 Penalty: 3283.166748
	Iteration 36Q: 3 clusters Score -1532847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1532848.000000 Penalty: 3283.166748
	Iteration 37Q: 3 clusters Score -1532848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -1532848.250000 Penalty: 3283.166748
	Iteration 38Q: 3 clusters Score -1532848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -1532851.250000 Penalty: 3283.166748
	Iteration 39Q: 3 clusters Score -1532851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -1532855.875000 Penalty: 3283.166748
	Iteration 40F: 3 clusters Score -1532856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -1532856.750000 Penalty: 3283.166748
	Iteration 41Q: 3 clusters Score -1532857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -1532857.125000 Penalty: 3283.166748
	Iteration 42Q: 3 clusters Score -1532857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -1532857.125000 Penalty: 3283.166748
	Iteration 43F: 3 clusters Score -1532857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Entering Unmasked Estep 
Score: -713345.875000 Penalty: 1517.329712
	Iteration 0F: 2 clusters Score -713345.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -705236.937500 Penalty: 3034.659424
	Iteration 0F: 3 clusters Score -705236.9 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -707921.687500 Penalty: 3034.659424
	Iteration 1F: 3 clusters Score -707921.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -708160.562500 Penalty: 3034.659424
	Iteration 2F: 3 clusters Score -708160.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -708332.562500 Penalty: 3034.659424
	Iteration 3Q: 3 clusters Score -708332.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -708497.500000 Penalty: 3034.659424
	Iteration 4Q: 3 clusters Score -708497.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -708642.000000 Penalty: 3034.659424
	Iteration 5Q: 3 clusters Score -708642 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -708764.937500 Penalty: 3034.659424
	Iteration 6Q: 3 clusters Score -708764.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -708889.312500 Penalty: 3034.659424
	Iteration 7Q: 3 clusters Score -708889.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -709007.187500 Penalty: 3034.659424
	Iteration 8Q: 3 clusters Score -709007.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -709124.000000 Penalty: 3034.659424
	Iteration 9Q: 3 clusters Score -709124 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -709253.000000 Penalty: 3034.659424
	Iteration 10Q: 3 clusters Score -709253 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -709382.187500 Penalty: 3034.659424
	Iteration 11Q: 3 clusters Score -709382.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -709502.375000 Penalty: 3034.659424
	Iteration 12Q: 3 clusters Score -709502.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -709643.812500 Penalty: 3034.659424
	Iteration 13Q: 3 clusters Score -709643.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -709805.000000 Penalty: 3034.659424
	Iteration 14Q: 3 clusters Score -709805 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -710007.437500 Penalty: 3034.659424
	Iteration 15Q: 3 clusters Score -710007.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -710228.187500 Penalty: 3034.659424
	Iteration 16Q: 3 clusters Score -710228.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -710458.687500 Penalty: 3034.659424
	Iteration 17Q: 3 clusters Score -710458.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -710669.562500 Penalty: 3034.659424
	Iteration 18Q: 3 clusters Score -710669.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -710808.562500 Penalty: 3034.659424
	Iteration 19Q: 3 clusters Score -710808.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -710892.062500 Penalty: 3034.659424
	Iteration 20F: 3 clusters Score -710892.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -710943.062500 Penalty: 3034.659424
	Iteration 21Q: 3 clusters Score -710943.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -710972.187500 Penalty: 3034.659424
	Iteration 22Q: 3 clusters Score -710972.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -710995.250000 Penalty: 3034.659424
	Iteration 23Q: 3 clusters Score -710995.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -711014.500000 Penalty: 3034.659424
	Iteration 24Q: 3 clusters Score -711014.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -711035.750000 Penalty: 3034.659424
	Iteration 25Q: 3 clusters Score -711035.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -711048.000000 Penalty: 3034.659424
	Iteration 26Q: 3 clusters Score -711048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -711068.000000 Penalty: 3034.659424
	Iteration 27Q: 3 clusters Score -711068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -711086.000000 Penalty: 3034.659424
	Iteration 28Q: 3 clusters Score -711086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -711103.000000 Penalty: 3034.659424
	Iteration 29Q: 3 clusters Score -711103 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -711122.250000 Penalty: 3034.659424
	Iteration 30Q: 3 clusters Score -711122.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -711138.187500 Penalty: 3034.659424
	Iteration 31Q: 3 clusters Score -711138.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -711152.937500 Penalty: 3034.659424
	Iteration 32Q: 3 clusters Score -711152.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -711161.250000 Penalty: 3034.659424
	Iteration 33Q: 3 clusters Score -711161.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -711177.187500 Penalty: 3034.659424
	Iteration 34Q: 3 clusters Score -711177.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -711188.375000 Penalty: 3034.659424
	Iteration 35Q: 3 clusters Score -711188.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -711195.250000 Penalty: 3034.659424
	Iteration 36Q: 3 clusters Score -711195.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -711201.312500 Penalty: 3034.659424
	Iteration 37Q: 3 clusters Score -711201.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -711210.375000 Penalty: 3034.659424
	Iteration 38Q: 3 clusters Score -711210.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -711219.937500 Penalty: 3034.659424
	Iteration 39Q: 3 clusters Score -711219.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -711233.000000 Penalty: 3034.659424
	Iteration 40F: 3 clusters Score -711233 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -711253.375000 Penalty: 3034.659424
	Iteration 41Q: 3 clusters Score -711253.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -711274.750000 Penalty: 3034.659424
	Iteration 42Q: 3 clusters Score -711274.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -711295.000000 Penalty: 3034.659424
	Iteration 43Q: 3 clusters Score -711295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -711309.687500 Penalty: 3034.659424
	Iteration 44Q: 3 clusters Score -711309.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -711332.375000 Penalty: 3034.659424
	Iteration 45Q: 3 clusters Score -711332.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -711362.437500 Penalty: 3034.659424
	Iteration 46Q: 3 clusters Score -711362.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -711395.312500 Penalty: 3034.659424
	Iteration 47Q: 3 clusters Score -711395.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -711434.812500 Penalty: 3034.659424
	Iteration 48Q: 3 clusters Score -711434.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -711474.062500 Penalty: 3034.659424
	Iteration 49Q: 3 clusters Score -711474.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -711513.875000 Penalty: 3034.659424
	Iteration 50Q: 3 clusters Score -711513.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -711549.687500 Penalty: 3034.659424
	Iteration 51Q: 3 clusters Score -711549.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -711574.562500 Penalty: 3034.659424
	Iteration 52Q: 3 clusters Score -711574.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -711603.250000 Penalty: 3034.659424
	Iteration 53Q: 3 clusters Score -711603.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -711634.312500 Penalty: 3034.659424
	Iteration 54Q: 3 clusters Score -711634.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -711666.875000 Penalty: 3034.659424
	Iteration 55Q: 3 clusters Score -711666.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -711703.687500 Penalty: 3034.659424
	Iteration 56Q: 3 clusters Score -711703.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -711739.312500 Penalty: 3034.659424
	Iteration 57Q: 3 clusters Score -711739.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -711765.875000 Penalty: 3034.659424
	Iteration 58Q: 3 clusters Score -711765.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -711789.625000 Penalty: 3034.659424
	Iteration 59Q: 3 clusters Score -711789.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -711811.812500 Penalty: 3034.659424
	Iteration 60F: 3 clusters Score -711811.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -711833.375000 Penalty: 3034.659424
	Iteration 61Q: 3 clusters Score -711833.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -711855.125000 Penalty: 3034.659424
	Iteration 62Q: 3 clusters Score -711855.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -711880.437500 Penalty: 3034.659424
	Iteration 63Q: 3 clusters Score -711880.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -711907.000000 Penalty: 3034.659424
	Iteration 64Q: 3 clusters Score -711907 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -711941.562500 Penalty: 3034.659424
	Iteration 65Q: 3 clusters Score -711941.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -711973.312500 Penalty: 3034.659424
	Iteration 66Q: 3 clusters Score -711973.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -711998.187500 Penalty: 3034.659424
	Iteration 67Q: 3 clusters Score -711998.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -712021.000000 Penalty: 3034.659424
	Iteration 68Q: 3 clusters Score -712021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -712041.625000 Penalty: 3034.659424
	Iteration 69Q: 3 clusters Score -712041.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -712056.812500 Penalty: 3034.659424
	Iteration 70Q: 3 clusters Score -712056.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -712071.562500 Penalty: 3034.659424
	Iteration 71Q: 3 clusters Score -712071.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -712083.812500 Penalty: 3034.659424
	Iteration 72Q: 3 clusters Score -712083.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -712098.125000 Penalty: 3034.659424
	Iteration 73Q: 3 clusters Score -712098.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -712109.812500 Penalty: 3034.659424
	Iteration 74Q: 3 clusters Score -712109.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -712120.312500 Penalty: 3034.659424
	Iteration 75Q: 3 clusters Score -712120.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -712140.375000 Penalty: 3034.659424
	Iteration 76Q: 3 clusters Score -712140.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -712161.875000 Penalty: 3034.659424
	Iteration 77Q: 3 clusters Score -712161.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -712181.312500 Penalty: 3034.659424
	Iteration 78Q: 3 clusters Score -712181.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -712199.000000 Penalty: 3034.659424
	Iteration 79Q: 3 clusters Score -712199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -712213.562500 Penalty: 3034.659424
	Iteration 80F: 3 clusters Score -712213.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -712228.250000 Penalty: 3034.659424
	Iteration 81Q: 3 clusters Score -712228.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -712240.375000 Penalty: 3034.659424
	Iteration 82Q: 3 clusters Score -712240.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -712249.062500 Penalty: 3034.659424
	Iteration 83Q: 3 clusters Score -712249.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -712264.250000 Penalty: 3034.659424
	Iteration 84Q: 3 clusters Score -712264.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -712284.437500 Penalty: 3034.659424
	Iteration 85Q: 3 clusters Score -712284.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -712300.375000 Penalty: 3034.659424
	Iteration 86Q: 3 clusters Score -712300.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -712306.937500 Penalty: 3034.659424
	Iteration 87Q: 3 clusters Score -712306.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -712323.187500 Penalty: 3034.659424
	Iteration 88Q: 3 clusters Score -712323.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -712336.062500 Penalty: 3034.659424
	Iteration 89Q: 3 clusters Score -712336.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -712349.687500 Penalty: 3034.659424
	Iteration 90Q: 3 clusters Score -712349.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -712362.187500 Penalty: 3034.659424
	Iteration 91Q: 3 clusters Score -712362.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -712376.375000 Penalty: 3034.659424
	Iteration 92Q: 3 clusters Score -712376.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -712385.562500 Penalty: 3034.659424
	Iteration 93Q: 3 clusters Score -712385.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -712389.875000 Penalty: 3034.659424
	Iteration 94Q: 3 clusters Score -712389.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -712398.125000 Penalty: 3034.659424
	Iteration 95Q: 3 clusters Score -712398.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -712402.187500 Penalty: 3034.659424
	Iteration 96Q: 3 clusters Score -712402.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -712409.187500 Penalty: 3034.659424
	Iteration 97Q: 3 clusters Score -712409.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -712416.937500 Penalty: 3034.659424
	Iteration 98Q: 3 clusters Score -712416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -712422.062500 Penalty: 3034.659424
	Iteration 99Q: 3 clusters Score -712422.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -712431.562500 Penalty: 3034.659424
	Iteration 100F: 3 clusters Score -712431.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -712440.312500 Penalty: 3034.659424
	Iteration 101Q: 3 clusters Score -712440.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -712444.687500 Penalty: 3034.659424
	Iteration 102Q: 3 clusters Score -712444.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -712449.125000 Penalty: 3034.659424
	Iteration 103Q: 3 clusters Score -712449.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -712454.812500 Penalty: 3034.659424
	Iteration 104Q: 3 clusters Score -712454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -712456.937500 Penalty: 3034.659424
	Iteration 105Q: 3 clusters Score -712456.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -712461.125000 Penalty: 3034.659424
	Iteration 106Q: 3 clusters Score -712461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -712462.000000 Penalty: 3034.659424
	Iteration 107Q: 3 clusters Score -712462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -712463.125000 Penalty: 3034.659424
	Iteration 108Q: 3 clusters Score -712463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -712462.875000 Penalty: 3034.659424
	Iteration 109Q: 3 clusters Score -712462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -712464.125000 Penalty: 3034.659424
	Iteration 110Q: 3 clusters Score -712464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -712465.125000 Penalty: 3034.659424
	Iteration 111Q: 3 clusters Score -712465.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -712465.125000 Penalty: 3034.659424
	Iteration 112F: 3 clusters Score -712465.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (140244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Entering Unmasked Estep 
Score: -8557540.000000 Penalty: 1925.810059
	Iteration 0F: 2 clusters Score -8557540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -8463464.000000 Penalty: 3851.620117
	Iteration 0F: 3 clusters Score -8463464 nChanged 67664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -8503161.000000 Penalty: 3851.620117
	Iteration 1F: 3 clusters Score -8503161 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -8504376.000000 Penalty: 3851.620117
	Iteration 2Q: 3 clusters Score -8504376 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -8506069.000000 Penalty: 3851.620117
	Iteration 3Q: 3 clusters Score -8506069 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -8508225.000000 Penalty: 3851.620117
	Iteration 4Q: 3 clusters Score -8508225 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -8511184.000000 Penalty: 3851.620117
	Iteration 5Q: 3 clusters Score -8511184 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -8515519.000000 Penalty: 3851.620117
	Iteration 6F: 3 clusters Score -8515519 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -8521561.000000 Penalty: 3851.620117
	Iteration 7F: 3 clusters Score -8521561 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -8528391.000000 Penalty: 3851.620117
	Iteration 8F: 3 clusters Score -8528391 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -8534770.000000 Penalty: 3851.620117
	Iteration 9F: 3 clusters Score -8534770 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -8539013.000000 Penalty: 3851.620117
	Iteration 10F: 3 clusters Score -8539013 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -8541180.000000 Penalty: 3851.620117
	Iteration 11Q: 3 clusters Score -8541180 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -8542591.000000 Penalty: 3851.620117
	Iteration 12Q: 3 clusters Score -8542591 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -8543643.000000 Penalty: 3851.620117
	Iteration 13Q: 3 clusters Score -8543643 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91518 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -8544500.000000 Penalty: 3851.620117
	Iteration 14Q: 3 clusters Score -8544500 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -8545392.000000 Penalty: 3851.620117
	Iteration 15Q: 3 clusters Score -8545392 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95509 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8546172.000000 Penalty: 3851.620117
	Iteration 16Q: 3 clusters Score -8546172 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97485 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -8546955.000000 Penalty: 3851.620117
	Iteration 17Q: 3 clusters Score -8546955 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -8547564.000000 Penalty: 3851.620117
	Iteration 18Q: 3 clusters Score -8547564 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -8548102.000000 Penalty: 3851.620117
	Iteration 19Q: 3 clusters Score -8548102 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8548631.000000 Penalty: 3851.620117
	Iteration 20F: 3 clusters Score -8548631 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -8549180.000000 Penalty: 3851.620117
	Iteration 21Q: 3 clusters Score -8549180 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -8549658.000000 Penalty: 3851.620117
	Iteration 22Q: 3 clusters Score -8549658 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107576 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -8550051.000000 Penalty: 3851.620117
	Iteration 23Q: 3 clusters Score -8550051 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109031 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -8550432.000000 Penalty: 3851.620117
	Iteration 24Q: 3 clusters Score -8550432 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110389 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -8550738.000000 Penalty: 3851.620117
	Iteration 25Q: 3 clusters Score -8550738 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111664 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -8551025.000000 Penalty: 3851.620117
	Iteration 26Q: 3 clusters Score -8551025 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112841 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -8551361.000000 Penalty: 3851.620117
	Iteration 27Q: 3 clusters Score -8551361 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -8551664.000000 Penalty: 3851.620117
	Iteration 28Q: 3 clusters Score -8551664 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115223 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -8551908.000000 Penalty: 3851.620117
	Iteration 29Q: 3 clusters Score -8551908 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -8552192.000000 Penalty: 3851.620117
	Iteration 30Q: 3 clusters Score -8552192 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117303 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -8552403.000000 Penalty: 3851.620117
	Iteration 31Q: 3 clusters Score -8552403 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118266 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -8552559.000000 Penalty: 3851.620117
	Iteration 32Q: 3 clusters Score -8552559 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119211 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -8552766.000000 Penalty: 3851.620117
	Iteration 33Q: 3 clusters Score -8552766 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120128 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -8552935.000000 Penalty: 3851.620117
	Iteration 34Q: 3 clusters Score -8552935 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -8553090.000000 Penalty: 3851.620117
	Iteration 35Q: 3 clusters Score -8553090 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121762 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -8553243.000000 Penalty: 3851.620117
	Iteration 36Q: 3 clusters Score -8553243 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122514 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -8553425.000000 Penalty: 3851.620117
	Iteration 37Q: 3 clusters Score -8553425 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -8553513.000000 Penalty: 3851.620117
	Iteration 38Q: 3 clusters Score -8553513 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124004 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -8553639.000000 Penalty: 3851.620117
	Iteration 39Q: 3 clusters Score -8553639 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124734 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -8553823.000000 Penalty: 3851.620117
	Iteration 40F: 3 clusters Score -8553823 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125460 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -8553966.000000 Penalty: 3851.620117
	Iteration 41Q: 3 clusters Score -8553966 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126130 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -8554099.000000 Penalty: 3851.620117
	Iteration 42Q: 3 clusters Score -8554099 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8554202 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127369 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -8554342.000000 Penalty: 3851.620117
	Iteration 44Q: 3 clusters Score -8554342 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127938 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8554429 nChanged 601
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128539 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -8554505.000000 Penalty: 3851.620117
	Iteration 46Q: 3 clusters Score -8554505 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8554623 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129656 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -8554723.000000 Penalty: 3851.620117
	Iteration 48Q: 3 clusters Score -8554723 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130193 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -8554827.000000 Penalty: 3851.620117
	Iteration 49Q: 3 clusters Score -8554827 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130718 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -8554912.000000 Penalty: 3851.620117
	Iteration 50Q: 3 clusters Score -8554912 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131182 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -8555002.000000 Penalty: 3851.620117
	Iteration 51Q: 3 clusters Score -8555002 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131616 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -8555102.000000 Penalty: 3851.620117
	Iteration 52Q: 3 clusters Score -8555102 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132025 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -8555208.000000 Penalty: 3851.620117
	Iteration 53Q: 3 clusters Score -8555208 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132417 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -8555274.000000 Penalty: 3851.620117
	Iteration 54Q: 3 clusters Score -8555274 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132779 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -8555322.000000 Penalty: 3851.620117
	Iteration 55Q: 3 clusters Score -8555322 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133097 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -8555341.000000 Penalty: 3851.620117
	Iteration 56Q: 3 clusters Score -8555341 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133395 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -8555413.000000 Penalty: 3851.620117
	Iteration 57Q: 3 clusters Score -8555413 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133695 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -8555471.000000 Penalty: 3851.620117
	Iteration 58Q: 3 clusters Score -8555471 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133958 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -8555524.000000 Penalty: 3851.620117
	Iteration 59Q: 3 clusters Score -8555524 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134196 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -8555573.000000 Penalty: 3851.620117
	Iteration 60F: 3 clusters Score -8555573 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134434 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -8555625.000000 Penalty: 3851.620117
	Iteration 61Q: 3 clusters Score -8555625 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134671 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -8555659.000000 Penalty: 3851.620117
	Iteration 62Q: 3 clusters Score -8555659 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134939 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -8555747.000000 Penalty: 3851.620117
	Iteration 63Q: 3 clusters Score -8555747 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135183 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -8555804.000000 Penalty: 3851.620117
	Iteration 64Q: 3 clusters Score -8555804 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135398 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -8555835.000000 Penalty: 3851.620117
	Iteration 65Q: 3 clusters Score -8555835 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135604 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -8555864.000000 Penalty: 3851.620117
	Iteration 66Q: 3 clusters Score -8555864 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135802 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -8555929.000000 Penalty: 3851.620117
	Iteration 67Q: 3 clusters Score -8555929 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135988 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -8555945.000000 Penalty: 3851.620117
	Iteration 68Q: 3 clusters Score -8555945 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136147 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8555982.000000 Penalty: 3851.620117
	Iteration 69Q: 3 clusters Score -8555982 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136305 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -8556005.000000 Penalty: 3851.620117
	Iteration 70Q: 3 clusters Score -8556005 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -8556045.000000 Penalty: 3851.620117
	Iteration 71Q: 3 clusters Score -8556045 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136588 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8556075.000000 Penalty: 3851.620117
	Iteration 72Q: 3 clusters Score -8556075 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136684 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -8556089.000000 Penalty: 3851.620117
	Iteration 73Q: 3 clusters Score -8556089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8556106.000000 Penalty: 3851.620117
	Iteration 74Q: 3 clusters Score -8556106 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136853 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8556129.000000 Penalty: 3851.620117
	Iteration 75Q: 3 clusters Score -8556129 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136930 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -8556132.000000 Penalty: 3851.620117
	Iteration 76Q: 3 clusters Score -8556132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136980 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8556139.000000 Penalty: 3851.620117
	Iteration 77Q: 3 clusters Score -8556139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137009 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -8556145.000000 Penalty: 3851.620117
	Iteration 78Q: 3 clusters Score -8556145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137045 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8556142.000000 Penalty: 3851.620117
	Iteration 79Q: 3 clusters Score -8556142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137085 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -8556135.000000 Penalty: 3851.620117
	Iteration 80F: 3 clusters Score -8556135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137130 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8556134.000000 Penalty: 3851.620117
	Iteration 81Q: 3 clusters Score -8556134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137168 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8556148.000000 Penalty: 3851.620117
	Iteration 82Q: 3 clusters Score -8556148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137200 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -8556137.000000 Penalty: 3851.620117
	Iteration 83Q: 3 clusters Score -8556137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137235 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8556147.000000 Penalty: 3851.620117
	Iteration 84Q: 3 clusters Score -8556147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137260 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -8556148.000000 Penalty: 3851.620117
	Iteration 85Q: 3 clusters Score -8556148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137291 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8556163.000000 Penalty: 3851.620117
	Iteration 86Q: 3 clusters Score -8556163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137331 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8556185.000000 Penalty: 3851.620117
	Iteration 87Q: 3 clusters Score -8556185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137353 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8556191.000000 Penalty: 3851.620117
	Iteration 88Q: 3 clusters Score -8556191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137364 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8556206.000000 Penalty: 3851.620117
	Iteration 89Q: 3 clusters Score -8556206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -8556205.000000 Penalty: 3851.620117
	Iteration 90Q: 3 clusters Score -8556205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137386 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8556202.000000 Penalty: 3851.620117
	Iteration 91Q: 3 clusters Score -8556202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137396 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8556215.000000 Penalty: 3851.620117
	Iteration 92Q: 3 clusters Score -8556215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137410 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8556206.000000 Penalty: 3851.620117
	Iteration 93Q: 3 clusters Score -8556206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137418 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8556203.000000 Penalty: 3851.620117
	Iteration 94Q: 3 clusters Score -8556203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137426 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8556199.000000 Penalty: 3851.620117
	Iteration 95Q: 3 clusters Score -8556199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137432 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8556203.000000 Penalty: 3851.620117
	Iteration 96Q: 3 clusters Score -8556203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137438 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -8556209.000000 Penalty: 3851.620117
	Iteration 97Q: 3 clusters Score -8556209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137446 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8556198.000000 Penalty: 3851.620117
	Iteration 98Q: 3 clusters Score -8556198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8556194.000000 Penalty: 3851.620117
	Iteration 99Q: 3 clusters Score -8556194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137469 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8556199.000000 Penalty: 3851.620117
	Iteration 100F: 3 clusters Score -8556199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137488 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -8556202.000000 Penalty: 3851.620117
	Iteration 101Q: 3 clusters Score -8556202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137501 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8556194.000000 Penalty: 3851.620117
	Iteration 102Q: 3 clusters Score -8556194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137515 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8556195.000000 Penalty: 3851.620117
	Iteration 103Q: 3 clusters Score -8556195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137529 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8556206.000000 Penalty: 3851.620117
	Iteration 104Q: 3 clusters Score -8556206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137541 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8556222.000000 Penalty: 3851.620117
	Iteration 105Q: 3 clusters Score -8556222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137560 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8556208.000000 Penalty: 3851.620117
	Iteration 106Q: 3 clusters Score -8556208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8556210.000000 Penalty: 3851.620117
	Iteration 107Q: 3 clusters Score -8556210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137593 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8556206.000000 Penalty: 3851.620117
	Iteration 108Q: 3 clusters Score -8556206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137600 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8556199.000000 Penalty: 3851.620117
	Iteration 109Q: 3 clusters Score -8556199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137601 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8556198.000000 Penalty: 3851.620117
	Iteration 110Q: 3 clusters Score -8556198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137604 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -8556198.000000 Penalty: 3851.620117
	Iteration 111Q: 3 clusters Score -8556198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137607 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8556200.000000 Penalty: 3851.620117
	Iteration 112Q: 3 clusters Score -8556200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137612 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8556198.000000 Penalty: 3851.620117
	Iteration 113Q: 3 clusters Score -8556198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137614 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8556210.000000 Penalty: 3851.620117
	Iteration 114Q: 3 clusters Score -8556210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137618 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -8556205.000000 Penalty: 3851.620117
	Iteration 115Q: 3 clusters Score -8556205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137620 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8556208.000000 Penalty: 3851.620117
	Iteration 116Q: 3 clusters Score -8556208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137622 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8556207.000000 Penalty: 3851.620117
	Iteration 117Q: 3 clusters Score -8556207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137625 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8556202.000000 Penalty: 3851.620117
	Iteration 118Q: 3 clusters Score -8556202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137631 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8556209.000000 Penalty: 3851.620117
	Iteration 119Q: 3 clusters Score -8556209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137635 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8556212.000000 Penalty: 3851.620117
	Iteration 120F: 3 clusters Score -8556212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137636 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -8556211.000000 Penalty: 3851.620117
	Iteration 121Q: 3 clusters Score -8556211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137639 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8556218.000000 Penalty: 3851.620117
	Iteration 122Q: 3 clusters Score -8556218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137641 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8556221.000000 Penalty: 3851.620117
	Iteration 123Q: 3 clusters Score -8556221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137643 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8556221.000000 Penalty: 3851.620117
	Iteration 124Q: 3 clusters Score -8556221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137647 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8556215.000000 Penalty: 3851.620117
	Iteration 125Q: 3 clusters Score -8556215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8556220.000000 Penalty: 3851.620117
	Iteration 126Q: 3 clusters Score -8556220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137653 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8556218.000000 Penalty: 3851.620117
	Iteration 127Q: 3 clusters Score -8556218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137655 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8556218.000000 Penalty: 3851.620117
	Iteration 128Q: 3 clusters Score -8556218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137655 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8556218.000000 Penalty: 3851.620117
	Iteration 129F: 3 clusters Score -8556218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Entering Unmasked Estep 
Score: -353175.281250 Penalty: 1413.128540
	Iteration 0F: 2 clusters Score -353175.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -348569.125000 Penalty: 2826.257080
	Iteration 0F: 3 clusters Score -348569.1 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -350083.343750 Penalty: 2826.257080
	Iteration 1F: 3 clusters Score -350083.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -350402.531250 Penalty: 2826.257080
	Iteration 2F: 3 clusters Score -350402.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -350663.875000 Penalty: 2826.257080
	Iteration 3F: 3 clusters Score -350663.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -350870.875000 Penalty: 2826.257080
	Iteration 4F: 3 clusters Score -350870.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -351070.062500 Penalty: 2826.257080
	Iteration 5Q: 3 clusters Score -351070.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -351276.718750 Penalty: 2826.257080
	Iteration 6Q: 3 clusters Score -351276.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -351475.250000 Penalty: 2826.257080
	Iteration 7Q: 3 clusters Score -351475.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -351643.593750 Penalty: 2826.257080
	Iteration 8Q: 3 clusters Score -351643.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -351756.031250 Penalty: 2826.257080
	Iteration 9Q: 3 clusters Score -351756 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -351828.031250 Penalty: 2826.257080
	Iteration 10Q: 3 clusters Score -351828 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -351874.812500 Penalty: 2826.257080
	Iteration 11Q: 3 clusters Score -351874.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -351909.968750 Penalty: 2826.257080
	Iteration 12Q: 3 clusters Score -351910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -351931.156250 Penalty: 2826.257080
	Iteration 13Q: 3 clusters Score -351931.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -351944.750000 Penalty: 2826.257080
	Iteration 14Q: 3 clusters Score -351944.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -351957.593750 Penalty: 2826.257080
	Iteration 15Q: 3 clusters Score -351957.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -351967.250000 Penalty: 2826.257080
	Iteration 16Q: 3 clusters Score -351967.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -351977.093750 Penalty: 2826.257080
	Iteration 17Q: 3 clusters Score -351977.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -351980.875000 Penalty: 2826.257080
	Iteration 18Q: 3 clusters Score -351980.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -351985.656250 Penalty: 2826.257080
	Iteration 19Q: 3 clusters Score -351985.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -351990.656250 Penalty: 2826.257080
	Iteration 20F: 3 clusters Score -351990.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -351993.468750 Penalty: 2826.257080
	Iteration 21Q: 3 clusters Score -351993.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -351994.593750 Penalty: 2826.257080
	Iteration 22Q: 3 clusters Score -351994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -351997.312500 Penalty: 2826.257080
	Iteration 23Q: 3 clusters Score -351997.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -351999.625000 Penalty: 2826.257080
	Iteration 24Q: 3 clusters Score -351999.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -352002.593750 Penalty: 2826.257080
	Iteration 25Q: 3 clusters Score -352002.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -352006.187500 Penalty: 2826.257080
	Iteration 26Q: 3 clusters Score -352006.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -352008.531250 Penalty: 2826.257080
	Iteration 27Q: 3 clusters Score -352008.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -352010.656250 Penalty: 2826.257080
	Iteration 28Q: 3 clusters Score -352010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -352010.468750 Penalty: 2826.257080
	Iteration 29Q: 3 clusters Score -352010.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -352012.437500 Penalty: 2826.257080
	Iteration 30Q: 3 clusters Score -352012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -352012.281250 Penalty: 2826.257080
	Iteration 31Q: 3 clusters Score -352012.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -352014.968750 Penalty: 2826.257080
	Iteration 32Q: 3 clusters Score -352015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -352015.718750 Penalty: 2826.257080
	Iteration 33Q: 3 clusters Score -352015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -352016.500000 Penalty: 2826.257080
	Iteration 34Q: 3 clusters Score -352016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -352016.937500 Penalty: 2826.257080
	Iteration 35Q: 3 clusters Score -352016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -352017.093750 Penalty: 2826.257080
	Iteration 36Q: 3 clusters Score -352017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -352018.281250 Penalty: 2826.257080
	Iteration 37Q: 3 clusters Score -352018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -352018.281250 Penalty: 2826.257080
	Iteration 38F: 3 clusters Score -352018.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -248018.562500 Penalty: 1374.265503
	Iteration 0F: 2 clusters Score -248018.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -244234.656250 Penalty: 2748.531006
	Iteration 0F: 3 clusters Score -244234.7 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -245261.390625 Penalty: 2748.531006
	Iteration 1F: 3 clusters Score -245261.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -245441.359375 Penalty: 2748.531006
	Iteration 2F: 3 clusters Score -245441.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -245558.578125 Penalty: 2748.531006
	Iteration 3Q: 3 clusters Score -245558.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -245663.078125 Penalty: 2748.531006
	Iteration 4Q: 3 clusters Score -245663.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -245770.718750 Penalty: 2748.531006
	Iteration 5Q: 3 clusters Score -245770.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -245877.828125 Penalty: 2748.531006
	Iteration 6Q: 3 clusters Score -245877.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -245958.828125 Penalty: 2748.531006
	Iteration 7Q: 3 clusters Score -245958.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -246020.328125 Penalty: 2748.531006
	Iteration 8Q: 3 clusters Score -246020.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -246082.484375 Penalty: 2748.531006
	Iteration 9Q: 3 clusters Score -246082.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -246131.843750 Penalty: 2748.531006
	Iteration 10Q: 3 clusters Score -246131.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -246175.140625 Penalty: 2748.531006
	Iteration 11Q: 3 clusters Score -246175.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -246214.359375 Penalty: 2748.531006
	Iteration 12Q: 3 clusters Score -246214.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -246242.796875 Penalty: 2748.531006
	Iteration 13Q: 3 clusters Score -246242.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -246261.328125 Penalty: 2748.531006
	Iteration 14Q: 3 clusters Score -246261.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -246279.156250 Penalty: 2748.531006
	Iteration 15Q: 3 clusters Score -246279.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -246298.656250 Penalty: 2748.531006
	Iteration 16Q: 3 clusters Score -246298.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -246314.500000 Penalty: 2748.531006
	Iteration 17Q: 3 clusters Score -246314.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -246327.781250 Penalty: 2748.531006
	Iteration 18Q: 3 clusters Score -246327.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -246338.156250 Penalty: 2748.531006
	Iteration 19Q: 3 clusters Score -246338.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -246348.250000 Penalty: 2748.531006
	Iteration 20F: 3 clusters Score -246348.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -246358.125000 Penalty: 2748.531006
	Iteration 21Q: 3 clusters Score -246358.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -246369.406250 Penalty: 2748.531006
	Iteration 22Q: 3 clusters Score -246369.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -246382.796875 Penalty: 2748.531006
	Iteration 23Q: 3 clusters Score -246382.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -246392.218750 Penalty: 2748.531006
	Iteration 24Q: 3 clusters Score -246392.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -246401.296875 Penalty: 2748.531006
	Iteration 25Q: 3 clusters Score -246401.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -246408.218750 Penalty: 2748.531006
	Iteration 26Q: 3 clusters Score -246408.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -246415.781250 Penalty: 2748.531006
	Iteration 27Q: 3 clusters Score -246415.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -246419.562500 Penalty: 2748.531006
	Iteration 28Q: 3 clusters Score -246419.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -246424.234375 Penalty: 2748.531006
	Iteration 29Q: 3 clusters Score -246424.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -246428.218750 Penalty: 2748.531006
	Iteration 30Q: 3 clusters Score -246428.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -246434.687500 Penalty: 2748.531006
	Iteration 31Q: 3 clusters Score -246434.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -246440.312500 Penalty: 2748.531006
	Iteration 32Q: 3 clusters Score -246440.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -246447.421875 Penalty: 2748.531006
	Iteration 33Q: 3 clusters Score -246447.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -246457.343750 Penalty: 2748.531006
	Iteration 34Q: 3 clusters Score -246457.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -246466.421875 Penalty: 2748.531006
	Iteration 35Q: 3 clusters Score -246466.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -246473.921875 Penalty: 2748.531006
	Iteration 36Q: 3 clusters Score -246473.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -246483.734375 Penalty: 2748.531006
	Iteration 37Q: 3 clusters Score -246483.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -246490.921875 Penalty: 2748.531006
	Iteration 38Q: 3 clusters Score -246490.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -246494.562500 Penalty: 2748.531006
	Iteration 39Q: 3 clusters Score -246494.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -246495.984375 Penalty: 2748.531006
	Iteration 40F: 3 clusters Score -246496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -246496.453125 Penalty: 2748.531006
	Iteration 41Q: 3 clusters Score -246496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -246498.015625 Penalty: 2748.531006
	Iteration 42Q: 3 clusters Score -246498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -246498.578125 Penalty: 2748.531006
	Iteration 43Q: 3 clusters Score -246498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -246499.312500 Penalty: 2748.531006
	Iteration 44Q: 3 clusters Score -246499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -246499.890625 Penalty: 2748.531006
	Iteration 45Q: 3 clusters Score -246499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -246501.546875 Penalty: 2748.531006
	Iteration 46Q: 3 clusters Score -246501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -246503.609375 Penalty: 2748.531006
	Iteration 47Q: 3 clusters Score -246503.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -246505.031250 Penalty: 2748.531006
	Iteration 48Q: 3 clusters Score -246505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -246506.343750 Penalty: 2748.531006
	Iteration 49Q: 3 clusters Score -246506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -246507.734375 Penalty: 2748.531006
	Iteration 50Q: 3 clusters Score -246507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -246507.734375 Penalty: 2748.531006
	Iteration 51Q: 3 clusters Score -246507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -246507.875000 Penalty: 2748.531006
	Iteration 52Q: 3 clusters Score -246507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -246508.687500 Penalty: 2748.531006
	Iteration 53Q: 3 clusters Score -246508.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -246508.859375 Penalty: 2748.531006
	Iteration 54Q: 3 clusters Score -246508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -246509.140625 Penalty: 2748.531006
	Iteration 55Q: 3 clusters Score -246509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -246509.093750 Penalty: 2748.531006
	Iteration 56Q: 3 clusters Score -246509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -246509.093750 Penalty: 2748.531006
	Iteration 57F: 3 clusters Score -246509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Entering Unmasked Estep 
Score: -363970.687500 Penalty: 1409.723633
	Iteration 0F: 2 clusters Score -363970.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -359430.156250 Penalty: 2819.447266
	Iteration 0F: 3 clusters Score -359430.2 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -360732.937500 Penalty: 2819.447266
	Iteration 1F: 3 clusters Score -360732.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -361011.281250 Penalty: 2819.447266
	Iteration 2F: 3 clusters Score -361011.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -361254.687500 Penalty: 2819.447266
	Iteration 3F: 3 clusters Score -361254.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -361501.750000 Penalty: 2819.447266
	Iteration 4F: 3 clusters Score -361501.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -361730.375000 Penalty: 2819.447266
	Iteration 5F: 3 clusters Score -361730.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -361924.250000 Penalty: 2819.447266
	Iteration 6Q: 3 clusters Score -361924.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -362117.375000 Penalty: 2819.447266
	Iteration 7Q: 3 clusters Score -362117.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -362303.718750 Penalty: 2819.447266
	Iteration 8Q: 3 clusters Score -362303.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -362459.125000 Penalty: 2819.447266
	Iteration 9Q: 3 clusters Score -362459.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -362584.281250 Penalty: 2819.447266
	Iteration 10Q: 3 clusters Score -362584.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -362687.562500 Penalty: 2819.447266
	Iteration 11Q: 3 clusters Score -362687.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -362757.625000 Penalty: 2819.447266
	Iteration 12Q: 3 clusters Score -362757.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -362799.468750 Penalty: 2819.447266
	Iteration 13Q: 3 clusters Score -362799.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -362832.375000 Penalty: 2819.447266
	Iteration 14Q: 3 clusters Score -362832.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -362866.937500 Penalty: 2819.447266
	Iteration 15Q: 3 clusters Score -362866.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -362909.312500 Penalty: 2819.447266
	Iteration 16Q: 3 clusters Score -362909.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -362945.250000 Penalty: 2819.447266
	Iteration 17Q: 3 clusters Score -362945.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -362969.093750 Penalty: 2819.447266
	Iteration 18Q: 3 clusters Score -362969.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -362987.687500 Penalty: 2819.447266
	Iteration 19Q: 3 clusters Score -362987.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -363001.718750 Penalty: 2819.447266
	Iteration 20F: 3 clusters Score -363001.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -363017.125000 Penalty: 2819.447266
	Iteration 21Q: 3 clusters Score -363017.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -363025.406250 Penalty: 2819.447266
	Iteration 22Q: 3 clusters Score -363025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -363030.625000 Penalty: 2819.447266
	Iteration 23Q: 3 clusters Score -363030.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -363034.281250 Penalty: 2819.447266
	Iteration 24Q: 3 clusters Score -363034.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -363037.218750 Penalty: 2819.447266
	Iteration 25Q: 3 clusters Score -363037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -363038.000000 Penalty: 2819.447266
	Iteration 26Q: 3 clusters Score -363038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -363041.343750 Penalty: 2819.447266
	Iteration 27Q: 3 clusters Score -363041.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -363045.718750 Penalty: 2819.447266
	Iteration 28Q: 3 clusters Score -363045.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -363049.718750 Penalty: 2819.447266
	Iteration 29Q: 3 clusters Score -363049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -363051.187500 Penalty: 2819.447266
	Iteration 30Q: 3 clusters Score -363051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -363054.843750 Penalty: 2819.447266
	Iteration 31Q: 3 clusters Score -363054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -363058.468750 Penalty: 2819.447266
	Iteration 32Q: 3 clusters Score -363058.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -363062.406250 Penalty: 2819.447266
	Iteration 33Q: 3 clusters Score -363062.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -363065.031250 Penalty: 2819.447266
	Iteration 34Q: 3 clusters Score -363065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -363066.781250 Penalty: 2819.447266
	Iteration 35Q: 3 clusters Score -363066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -363067.062500 Penalty: 2819.447266
	Iteration 36Q: 3 clusters Score -363067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -363067.062500 Penalty: 2819.447266
	Iteration 37F: 3 clusters Score -363067.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -178310.546875 Penalty: 1313.289917
	Iteration 0F: 2 clusters Score -178310.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -175498.953125 Penalty: 2626.579834
	Iteration 0F: 3 clusters Score -175499 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -176325.703125 Penalty: 2626.579834
	Iteration 1F: 3 clusters Score -176325.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -176571.093750 Penalty: 2626.579834
	Iteration 2F: 3 clusters Score -176571.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -176747.109375 Penalty: 2626.579834
	Iteration 3F: 3 clusters Score -176747.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -176908.078125 Penalty: 2626.579834
	Iteration 4F: 3 clusters Score -176908.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -177071.843750 Penalty: 2626.579834
	Iteration 5F: 3 clusters Score -177071.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -177221.875000 Penalty: 2626.579834
	Iteration 6Q: 3 clusters Score -177221.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -177353.109375 Penalty: 2626.579834
	Iteration 7Q: 3 clusters Score -177353.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -177457.171875 Penalty: 2626.579834
	Iteration 8Q: 3 clusters Score -177457.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -177540.562500 Penalty: 2626.579834
	Iteration 9Q: 3 clusters Score -177540.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -177618.046875 Penalty: 2626.579834
	Iteration 10Q: 3 clusters Score -177618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -177709.500000 Penalty: 2626.579834
	Iteration 11Q: 3 clusters Score -177709.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -177803.109375 Penalty: 2626.579834
	Iteration 12Q: 3 clusters Score -177803.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -177902.687500 Penalty: 2626.579834
	Iteration 13Q: 3 clusters Score -177902.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -177975.359375 Penalty: 2626.579834
	Iteration 14Q: 3 clusters Score -177975.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -178021.625000 Penalty: 2626.579834
	Iteration 15Q: 3 clusters Score -178021.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -178061.609375 Penalty: 2626.579834
	Iteration 16Q: 3 clusters Score -178061.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -178084.546875 Penalty: 2626.579834
	Iteration 17Q: 3 clusters Score -178084.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -178098.015625 Penalty: 2626.579834
	Iteration 18Q: 3 clusters Score -178098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -178109.125000 Penalty: 2626.579834
	Iteration 19Q: 3 clusters Score -178109.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -178114.593750 Penalty: 2626.579834
	Iteration 20F: 3 clusters Score -178114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -178117.640625 Penalty: 2626.579834
	Iteration 21Q: 3 clusters Score -178117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -178118.937500 Penalty: 2626.579834
	Iteration 22Q: 3 clusters Score -178118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -178120.578125 Penalty: 2626.579834
	Iteration 23Q: 3 clusters Score -178120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -178121.421875 Penalty: 2626.579834
	Iteration 24Q: 3 clusters Score -178121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -178121.421875 Penalty: 2626.579834
	Iteration 25F: 3 clusters Score -178121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Entering Unmasked Estep 
Score: -1365191.875000 Penalty: 1622.782959
	Iteration 0F: 2 clusters Score -1365192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1350310.875000 Penalty: 3245.565918
	Iteration 0F: 3 clusters Score -1350311 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1355775.375000 Penalty: 3245.565918
	Iteration 1F: 3 clusters Score -1355775 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1356213.750000 Penalty: 3245.565918
	Iteration 2F: 3 clusters Score -1356214 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1356722.000000 Penalty: 3245.565918
	Iteration 3F: 3 clusters Score -1356722 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1357330.250000 Penalty: 3245.565918
	Iteration 4F: 3 clusters Score -1357330 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1357983.500000 Penalty: 3245.565918
	Iteration 5F: 3 clusters Score -1357984 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1358669.125000 Penalty: 3245.565918
	Iteration 6F: 3 clusters Score -1358669 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1359333.750000 Penalty: 3245.565918
	Iteration 7F: 3 clusters Score -1359334 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1359919.000000 Penalty: 3245.565918
	Iteration 8Q: 3 clusters Score -1359919 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1360418.750000 Penalty: 3245.565918
	Iteration 9Q: 3 clusters Score -1360419 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1360834.500000 Penalty: 3245.565918
	Iteration 10Q: 3 clusters Score -1360834 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1361122.750000 Penalty: 3245.565918
	Iteration 11Q: 3 clusters Score -1361123 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1361274.875000 Penalty: 3245.565918
	Iteration 12Q: 3 clusters Score -1361275 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1361345.375000 Penalty: 3245.565918
	Iteration 13Q: 3 clusters Score -1361345 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1361392.250000 Penalty: 3245.565918
	Iteration 14Q: 3 clusters Score -1361392 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1361427.000000 Penalty: 3245.565918
	Iteration 15Q: 3 clusters Score -1361427 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1361444.500000 Penalty: 3245.565918
	Iteration 16Q: 3 clusters Score -1361444 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1361464.875000 Penalty: 3245.565918
	Iteration 17Q: 3 clusters Score -1361465 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1361479.000000 Penalty: 3245.565918
	Iteration 18Q: 3 clusters Score -1361479 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1361496.500000 Penalty: 3245.565918
	Iteration 19Q: 3 clusters Score -1361496 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1361506.500000 Penalty: 3245.565918
	Iteration 20F: 3 clusters Score -1361506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1361527.125000 Penalty: 3245.565918
	Iteration 21Q: 3 clusters Score -1361527 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1361551 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1361557.875000 Penalty: 3245.565918
	Iteration 23Q: 3 clusters Score -1361558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1361573.875000 Penalty: 3245.565918
	Iteration 24Q: 3 clusters Score -1361574 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1361594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1361611 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1361622.000000 Penalty: 3245.565918
	Iteration 27Q: 3 clusters Score -1361622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1361627 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1361635.375000 Penalty: 3245.565918
	Iteration 29Q: 3 clusters Score -1361635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1361637.125000 Penalty: 3245.565918
	Iteration 30Q: 3 clusters Score -1361637 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1361649.250000 Penalty: 3245.565918
	Iteration 31Q: 3 clusters Score -1361649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1361649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1361652.500000 Penalty: 3245.565918
	Iteration 33Q: 3 clusters Score -1361652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1361653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1361654.875000 Penalty: 3245.565918
	Iteration 35Q: 3 clusters Score -1361655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1361667.625000 Penalty: 3245.565918
	Iteration 36Q: 3 clusters Score -1361668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1361671.500000 Penalty: 3245.565918
	Iteration 37Q: 3 clusters Score -1361672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1361675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1361678.125000 Penalty: 3245.565918
	Iteration 39Q: 3 clusters Score -1361678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1361676.250000 Penalty: 3245.565918
	Iteration 40F: 3 clusters Score -1361676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1361686.000000 Penalty: 3245.565918
	Iteration 41Q: 3 clusters Score -1361686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1361692.250000 Penalty: 3245.565918
	Iteration 42Q: 3 clusters Score -1361692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1361701.625000 Penalty: 3245.565918
	Iteration 43Q: 3 clusters Score -1361702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1361706.000000 Penalty: 3245.565918
	Iteration 44Q: 3 clusters Score -1361706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1361712.125000 Penalty: 3245.565918
	Iteration 45Q: 3 clusters Score -1361712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1361711.875000 Penalty: 3245.565918
	Iteration 46Q: 3 clusters Score -1361712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1361718.625000 Penalty: 3245.565918
	Iteration 47Q: 3 clusters Score -1361719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1361722.250000 Penalty: 3245.565918
	Iteration 48Q: 3 clusters Score -1361722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1361730.250000 Penalty: 3245.565918
	Iteration 49Q: 3 clusters Score -1361730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1361730.875000 Penalty: 3245.565918
	Iteration 50Q: 3 clusters Score -1361731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1361730.625000 Penalty: 3245.565918
	Iteration 51Q: 3 clusters Score -1361731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1361732.250000 Penalty: 3245.565918
	Iteration 52Q: 3 clusters Score -1361732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1361736.125000 Penalty: 3245.565918
	Iteration 53Q: 3 clusters Score -1361736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1361734.875000 Penalty: 3245.565918
	Iteration 54Q: 3 clusters Score -1361735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1361738.625000 Penalty: 3245.565918
	Iteration 55Q: 3 clusters Score -1361739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1361739.250000 Penalty: 3245.565918
	Iteration 56Q: 3 clusters Score -1361739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1361738.500000 Penalty: 3245.565918
	Iteration 57Q: 3 clusters Score -1361738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1361741.125000 Penalty: 3245.565918
	Iteration 58Q: 3 clusters Score -1361741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1361743.750000 Penalty: 3245.565918
	Iteration 59Q: 3 clusters Score -1361744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1361744.750000 Penalty: 3245.565918
	Iteration 60F: 3 clusters Score -1361745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1361744.250000 Penalty: 3245.565918
	Iteration 61Q: 3 clusters Score -1361744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1361745.750000 Penalty: 3245.565918
	Iteration 62Q: 3 clusters Score -1361746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1361746.500000 Penalty: 3245.565918
	Iteration 63Q: 3 clusters Score -1361746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1361750.500000 Penalty: 3245.565918
	Iteration 64Q: 3 clusters Score -1361750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1361749.250000 Penalty: 3245.565918
	Iteration 65Q: 3 clusters Score -1361749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1361754.875000 Penalty: 3245.565918
	Iteration 66Q: 3 clusters Score -1361755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1361759.125000 Penalty: 3245.565918
	Iteration 67Q: 3 clusters Score -1361759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1361757.750000 Penalty: 3245.565918
	Iteration 68Q: 3 clusters Score -1361758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1361764.500000 Penalty: 3245.565918
	Iteration 69Q: 3 clusters Score -1361764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1361765.125000 Penalty: 3245.565918
	Iteration 70Q: 3 clusters Score -1361765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1361768.875000 Penalty: 3245.565918
	Iteration 71Q: 3 clusters Score -1361769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1361774.750000 Penalty: 3245.565918
	Iteration 72Q: 3 clusters Score -1361775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1361772.875000 Penalty: 3245.565918
	Iteration 73Q: 3 clusters Score -1361773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1361779.375000 Penalty: 3245.565918
	Iteration 74Q: 3 clusters Score -1361779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1361784.500000 Penalty: 3245.565918
	Iteration 75Q: 3 clusters Score -1361784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1361783.125000 Penalty: 3245.565918
	Iteration 76Q: 3 clusters Score -1361783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1361787.250000 Penalty: 3245.565918
	Iteration 77Q: 3 clusters Score -1361787 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1361788.125000 Penalty: 3245.565918
	Iteration 78Q: 3 clusters Score -1361788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1361787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1361788.500000 Penalty: 3245.565918
	Iteration 80F: 3 clusters Score -1361788 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1361786.500000 Penalty: 3245.565918
	Iteration 81Q: 3 clusters Score -1361786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1361790.125000 Penalty: 3245.565918
	Iteration 82Q: 3 clusters Score -1361790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1361794.125000 Penalty: 3245.565918
	Iteration 83Q: 3 clusters Score -1361794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1361796.750000 Penalty: 3245.565918
	Iteration 84Q: 3 clusters Score -1361797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1361799.750000 Penalty: 3245.565918
	Iteration 85Q: 3 clusters Score -1361800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1361797.000000 Penalty: 3245.565918
	Iteration 86Q: 3 clusters Score -1361797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1361795.500000 Penalty: 3245.565918
	Iteration 87Q: 3 clusters Score -1361796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1361801.750000 Penalty: 3245.565918
	Iteration 88Q: 3 clusters Score -1361802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1361803.625000 Penalty: 3245.565918
	Iteration 89Q: 3 clusters Score -1361804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1361807.125000 Penalty: 3245.565918
	Iteration 90Q: 3 clusters Score -1361807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1361810.125000 Penalty: 3245.565918
	Iteration 91Q: 3 clusters Score -1361810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1361811.875000 Penalty: 3245.565918
	Iteration 92Q: 3 clusters Score -1361812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1361817.500000 Penalty: 3245.565918
	Iteration 93Q: 3 clusters Score -1361818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1361816.375000 Penalty: 3245.565918
	Iteration 94Q: 3 clusters Score -1361816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1361818.125000 Penalty: 3245.565918
	Iteration 95Q: 3 clusters Score -1361818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1361821.125000 Penalty: 3245.565918
	Iteration 96Q: 3 clusters Score -1361821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1361822.250000 Penalty: 3245.565918
	Iteration 97Q: 3 clusters Score -1361822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1361819.500000 Penalty: 3245.565918
	Iteration 98Q: 3 clusters Score -1361820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1361820.250000 Penalty: 3245.565918
	Iteration 99Q: 3 clusters Score -1361820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1361823.375000 Penalty: 3245.565918
	Iteration 100F: 3 clusters Score -1361823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1361820.500000 Penalty: 3245.565918
	Iteration 101Q: 3 clusters Score -1361820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1361822.375000 Penalty: 3245.565918
	Iteration 102Q: 3 clusters Score -1361822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1361825.500000 Penalty: 3245.565918
	Iteration 103Q: 3 clusters Score -1361826 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1361828.125000 Penalty: 3245.565918
	Iteration 104Q: 3 clusters Score -1361828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1361827.750000 Penalty: 3245.565918
	Iteration 105Q: 3 clusters Score -1361828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1361830.000000 Penalty: 3245.565918
	Iteration 106Q: 3 clusters Score -1361830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1361830.875000 Penalty: 3245.565918
	Iteration 107Q: 3 clusters Score -1361831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1361832.625000 Penalty: 3245.565918
	Iteration 108Q: 3 clusters Score -1361833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1361830.625000 Penalty: 3245.565918
	Iteration 109Q: 3 clusters Score -1361831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1361836.250000 Penalty: 3245.565918
	Iteration 110Q: 3 clusters Score -1361836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1361836.500000 Penalty: 3245.565918
	Iteration 111Q: 3 clusters Score -1361836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1361837.125000 Penalty: 3245.565918
	Iteration 112Q: 3 clusters Score -1361837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1361838.250000 Penalty: 3245.565918
	Iteration 113Q: 3 clusters Score -1361838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7109 members 
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	Iteration 117Q: 3 clusters Score -1361842 nChanged 20
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Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 7097 members 
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	Iteration 118Q: 3 clusters Score -1361842 nChanged 11
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Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1361843 nChanged 14
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Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1361846 nChanged 19
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Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1361848 nChanged 18
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Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1361852 nChanged 18
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Mstep: Class 2 contains 7035 members 
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	Iteration 123Q: 3 clusters Score -1361854 nChanged 17
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Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 7020 members 
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	Iteration 124Q: 3 clusters Score -1361856 nChanged 20
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Mstep: Class 1 contains 14728 members 
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	Iteration 125Q: 3 clusters Score -1361855 nChanged 21
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Mstep: Class 1 contains 14745 members 
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	Iteration 126Q: 3 clusters Score -1361861 nChanged 19
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Mstep: Class 1 contains 14760 members 
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	Iteration 127Q: 3 clusters Score -1361864 nChanged 12
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Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 6962 members 
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	Iteration 128Q: 3 clusters Score -1361864 nChanged 12
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Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 6950 members 
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	Iteration 129Q: 3 clusters Score -1361864 nChanged 11
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Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 6939 members 
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	Iteration 130Q: 3 clusters Score -1361864 nChanged 18
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Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 6923 members 
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	Iteration 131Q: 3 clusters Score -1361866 nChanged 22
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Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 6905 members 
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	Iteration 132Q: 3 clusters Score -1361864 nChanged 24
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Mstep: Class 1 contains 14845 members 
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Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 6865 members 
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	Iteration 134Q: 3 clusters Score -1361864 nChanged 17
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Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 6850 members 
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	Iteration 135Q: 3 clusters Score -1361864 nChanged 19
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Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 6831 members 
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Mstep: Class 1 contains 14919 members 
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	Iteration 137Q: 3 clusters Score -1361876 nChanged 29
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	Iteration 138Q: 3 clusters Score -1361880 nChanged 35
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Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 6719 members 
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	Iteration 140F: 3 clusters Score -1361884 nChanged 24
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Mstep: Class 1 contains 15033 members 
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	Iteration 141Q: 3 clusters Score -1361886 nChanged 20
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	Iteration 142Q: 3 clusters Score -1361887 nChanged 19
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Mstep: Class 1 contains 15070 members 
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	Iteration 143Q: 3 clusters Score -1361885 nChanged 20
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Mstep: Class 1 contains 15088 members 
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	Iteration 144Q: 3 clusters Score -1361887 nChanged 27
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Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 6613 members 
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	Iteration 145Q: 3 clusters Score -1361894 nChanged 28
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	Iteration 146Q: 3 clusters Score -1361893 nChanged 33
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	Iteration 147Q: 3 clusters Score -1361895 nChanged 34
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Mstep: Class 1 contains 15202 members 
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	Iteration 148Q: 3 clusters Score -1361899 nChanged 31
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	Iteration 149Q: 3 clusters Score -1361902 nChanged 37
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	Iteration 151Q: 3 clusters Score -1361915 nChanged 41
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Mstep: Class 1 contains 15381 members 
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Mstep: Class 1 contains 15434 members 
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Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 6242 members 
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Mstep: Class 1 contains 15531 members 
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Mstep: Class 1 contains 15584 members 
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	Iteration 157Q: 3 clusters Score -1361942 nChanged 66
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	Iteration 159Q: 3 clusters Score -1361960 nChanged 47
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Mstep: Class 1 contains 15743 members 
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	Iteration 160F: 3 clusters Score -1361962 nChanged 57
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	Iteration 161Q: 3 clusters Score -1361966 nChanged 44
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	Iteration 162Q: 3 clusters Score -1361973 nChanged 49
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	Iteration 163Q: 3 clusters Score -1361976 nChanged 47
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	Iteration 164Q: 3 clusters Score -1361982 nChanged 51
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	Iteration 165Q: 3 clusters Score -1361989 nChanged 55
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	Iteration 167Q: 3 clusters Score -1361999 nChanged 72
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	Iteration 168Q: 3 clusters Score -1362014 nChanged 72
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	Iteration 169Q: 3 clusters Score -1362024 nChanged 80
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	Iteration 170Q: 3 clusters Score -1362037 nChanged 82
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	Iteration 172Q: 3 clusters Score -1362067 nChanged 119
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	Iteration 173Q: 3 clusters Score -1362088 nChanged 121
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	Iteration 177Q: 3 clusters Score -1362182 nChanged 140
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	Iteration 178Q: 3 clusters Score -1362218 nChanged 158
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	Iteration 179Q: 3 clusters Score -1362260 nChanged 171
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	Iteration 180F: 3 clusters Score -1362305 nChanged 172
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	Iteration 182Q: 3 clusters Score -1362395 nChanged 169
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	Iteration 183Q: 3 clusters Score -1362432 nChanged 167
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	Iteration 189Q: 3 clusters Score -1362756 nChanged 204
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	Iteration 190Q: 3 clusters Score -1362826 nChanged 223
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	Iteration 191Q: 3 clusters Score -1362941 nChanged 244
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	Iteration 192Q: 3 clusters Score -1363048 nChanged 239
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	Iteration 193Q: 3 clusters Score -1363170 nChanged 205
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	Iteration 194Q: 3 clusters Score -1363276 nChanged 169
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	Iteration 195Q: 3 clusters Score -1363353 nChanged 142
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	Iteration 196Q: 3 clusters Score -1363425 nChanged 121
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	Iteration 197Q: 3 clusters Score -1363484 nChanged 108
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	Iteration 198Q: 3 clusters Score -1363537 nChanged 84
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	Iteration 199Q: 3 clusters Score -1363585 nChanged 72
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Mstep: Class 1 contains 20876 members 
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	Iteration 200F: 3 clusters Score -1363615 nChanged 59
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	Iteration 201Q: 3 clusters Score -1363644 nChanged 53
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	Iteration 202Q: 3 clusters Score -1363675 nChanged 41
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	Iteration 203Q: 3 clusters Score -1363696 nChanged 42
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	Iteration 204Q: 3 clusters Score -1363717 nChanged 24
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	Iteration 205Q: 3 clusters Score -1363727 nChanged 16
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	Iteration 206Q: 3 clusters Score -1363737 nChanged 19
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Entering Unmasked Estep 
Score: -1363746.750000 Penalty: 3245.565918
	Iteration 207Q: 3 clusters Score -1363747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1363754.375000 Penalty: 3245.565918
	Iteration 208Q: 3 clusters Score -1363754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1363764.875000 Penalty: 3245.565918
	Iteration 209Q: 3 clusters Score -1363765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1363772.625000 Penalty: 3245.565918
	Iteration 210Q: 3 clusters Score -1363773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1363774.500000 Penalty: 3245.565918
	Iteration 211Q: 3 clusters Score -1363774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1363778.750000 Penalty: 3245.565918
	Iteration 212Q: 3 clusters Score -1363779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1363783.750000 Penalty: 3245.565918
	Iteration 213Q: 3 clusters Score -1363784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1363792.000000 Penalty: 3245.565918
	Iteration 214Q: 3 clusters Score -1363792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1363794.125000 Penalty: 3245.565918
	Iteration 215Q: 3 clusters Score -1363794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1363794.000000 Penalty: 3245.565918
	Iteration 216Q: 3 clusters Score -1363794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1363798.750000 Penalty: 3245.565918
	Iteration 217Q: 3 clusters Score -1363799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1363800.000000 Penalty: 3245.565918
	Iteration 218Q: 3 clusters Score -1363800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1363799.500000 Penalty: 3245.565918
	Iteration 219Q: 3 clusters Score -1363800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1363801.250000 Penalty: 3245.565918
	Iteration 220F: 3 clusters Score -1363801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101485 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28185 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10119 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 4574 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 7677 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24393 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 140244 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3235 members 
Mstep: Class 23 contains 21728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963190.000000 Penalty: 48720.890625
Iteration 159Q: 24 clusters Score -2.696319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101483 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28185 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24394 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 140239 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3234 members 
Mstep: Class 23 contains 21734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963204.000000 Penalty: 48720.890625
Iteration 160F: 24 clusters Score -2.69632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101483 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28183 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10127 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24393 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 140236 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4711 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3232 members 
Mstep: Class 23 contains 21739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963208.000000 Penalty: 48720.890625
Iteration 161Q: 24 clusters Score -2.696321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101484 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 28183 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10124 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24395 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 140235 members 
Mstep: Class 19 contains 5983 members 
Mstep: Class 20 contains 4712 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3231 members 
Mstep: Class 23 contains 21740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963212.000000 Penalty: 48720.890625
Iteration 162Q: 24 clusters Score -2.696321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101484 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 28184 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10124 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24395 members 
Mstep: Class 17 contains 11358 members 
Mstep: Class 18 contains 140234 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4712 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3230 members 
Mstep: Class 23 contains 21741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963212.000000 Penalty: 48720.890625
Iteration 163Q: 24 clusters Score -2.696321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101483 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 28185 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10124 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24395 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 140235 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4711 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3230 members 
Mstep: Class 23 contains 21742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963204.000000 Penalty: 48720.890625
Iteration 164Q: 24 clusters Score -2.69632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101484 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 28184 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10125 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24395 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 140234 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 5857 members 
Mstep: Class 22 contains 3230 members 
Mstep: Class 23 contains 21742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963202.000000 Penalty: 48720.890625
Iteration 165Q: 24 clusters Score -2.69632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101484 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28182 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10126 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24394 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 140233 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 5859 members 
Mstep: Class 22 contains 3230 members 
Mstep: Class 23 contains 21744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963192.000000 Penalty: 48720.890625
Iteration 166Q: 24 clusters Score -2.696319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101485 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28181 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10127 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24395 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 140234 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4707 members 
Mstep: Class 21 contains 5859 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 21745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963188.000000 Penalty: 48720.890625
Iteration 167Q: 24 clusters Score -2.696319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101486 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28181 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10127 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4567 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24395 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 140230 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5859 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 21748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963194.000000 Penalty: 48720.890625
Iteration 168Q: 24 clusters Score -2.696319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101491 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28181 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10127 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 140231 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5857 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 21750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963168.000000 Penalty: 48720.890625
Iteration 169Q: 24 clusters Score -2.696317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101492 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28181 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10127 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 140232 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5855 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 21752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963170.000000 Penalty: 48720.890625
Iteration 170Q: 24 clusters Score -2.696317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101492 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28181 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10128 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4563 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24387 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 140231 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5855 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 21756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963170.000000 Penalty: 48720.890625
Iteration 171Q: 24 clusters Score -2.696317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101491 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28181 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10132 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 140227 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3228 members 
Mstep: Class 23 contains 21760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963194.000000 Penalty: 48720.890625
Iteration 172Q: 24 clusters Score -2.696319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28182 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10132 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11354 members 
Mstep: Class 18 contains 140226 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3228 members 
Mstep: Class 23 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963190.000000 Penalty: 48720.890625
Iteration 173Q: 24 clusters Score -2.696319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101489 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28184 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10133 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11353 members 
Mstep: Class 18 contains 140226 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3228 members 
Mstep: Class 23 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963164.000000 Penalty: 48720.890625
Iteration 174Q: 24 clusters Score -2.696316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28185 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10135 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5926 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11353 members 
Mstep: Class 18 contains 140224 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963164.000000 Penalty: 48720.890625
Iteration 175Q: 24 clusters Score -2.696316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28188 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10135 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 140222 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963166.000000 Penalty: 48720.890625
Iteration 176Q: 24 clusters Score -2.696317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28192 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 10134 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5920 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 140223 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963164.000000 Penalty: 48720.890625
Iteration 177Q: 24 clusters Score -2.696316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28195 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10134 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 140219 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963168.000000 Penalty: 48720.890625
Iteration 178Q: 24 clusters Score -2.696317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28196 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10134 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5917 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 140217 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963170.000000 Penalty: 48720.890625
Iteration 179Q: 24 clusters Score -2.696317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28197 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10134 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 140215 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963180.000000 Penalty: 48720.890625
Iteration 180F: 24 clusters Score -2.696318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28198 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10134 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5915 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963170.000000 Penalty: 48720.890625
Iteration 181Q: 24 clusters Score -2.696317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28199 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10135 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5913 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963176.000000 Penalty: 48720.890625
Iteration 182Q: 24 clusters Score -2.696318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101489 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28200 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10137 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11346 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4710 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963156.000000 Penalty: 48720.890625
Iteration 183Q: 24 clusters Score -2.696316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 101489 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28203 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10136 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11343 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 4710 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963174.000000 Penalty: 48720.890625
Iteration 184Q: 24 clusters Score -2.696317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 101492 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 28205 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10138 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 5906 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 140211 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4711 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963166.000000 Penalty: 48720.890625
Iteration 185Q: 24 clusters Score -2.696317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 101491 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28207 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10137 members 
Mstep: Class 8 contains 5456 members 
Mstep: Class 9 contains 29772 members 
Mstep: Class 10 contains 5906 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 140209 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4711 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 21774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963182.000000 Penalty: 48720.890625
Iteration 186Q: 24 clusters Score -2.696318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28212 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10135 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 11338 members 
Mstep: Class 18 contains 140210 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4710 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3228 members 
Mstep: Class 23 contains 21775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963216.000000 Penalty: 48720.890625
Iteration 187Q: 24 clusters Score -2.696322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 101489 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28215 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10135 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 11336 members 
Mstep: Class 18 contains 140212 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3228 members 
Mstep: Class 23 contains 21775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963228.000000 Penalty: 48720.890625
Iteration 188Q: 24 clusters Score -2.696323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28217 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10136 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5902 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 11335 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3228 members 
Mstep: Class 23 contains 21775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963226.000000 Penalty: 48720.890625
Iteration 189Q: 24 clusters Score -2.696323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28218 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10137 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5899 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 11335 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 21775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963226.000000 Penalty: 48720.890625
Iteration 190Q: 24 clusters Score -2.696323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28221 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10137 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 11335 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 21775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963230.000000 Penalty: 48720.890625
Iteration 191Q: 24 clusters Score -2.696323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 28221 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 10137 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 11335 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 21775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26963230.000000 Penalty: 48720.890625
Iteration 192F: 24 clusters Score -2.696323e+07 nChanged 0
Entering ConstructFrom: 
Score: -26963230.000000 Penalty: 48720.890625
Entering ConstructFrom: 
Trying to split cluster 1 (9696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Entering Unmasked Estep 
Score: -614996.312500 Penalty: 1491.663696
	Iteration 0F: 2 clusters Score -614996.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -608115.187500 Penalty: 2983.327393
	Iteration 0F: 3 clusters Score -608115.2 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -610425.375000 Penalty: 2983.327393
	Iteration 1F: 3 clusters Score -610425.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -610837.500000 Penalty: 2983.327393
	Iteration 2F: 3 clusters Score -610837.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -611213.937500 Penalty: 2983.327393
	Iteration 3F: 3 clusters Score -611213.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -611546.187500 Penalty: 2983.327393
	Iteration 4F: 3 clusters Score -611546.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -611887.875000 Penalty: 2983.327393
	Iteration 5F: 3 clusters Score -611887.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -612257.875000 Penalty: 2983.327393
	Iteration 6F: 3 clusters Score -612257.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -612594.812500 Penalty: 2983.327393
	Iteration 7F: 3 clusters Score -612594.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -612871.187500 Penalty: 2983.327393
	Iteration 8Q: 3 clusters Score -612871.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -613040.562500 Penalty: 2983.327393
	Iteration 9Q: 3 clusters Score -613040.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -613145.875000 Penalty: 2983.327393
	Iteration 10Q: 3 clusters Score -613145.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -613221.125000 Penalty: 2983.327393
	Iteration 11Q: 3 clusters Score -613221.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -613284.375000 Penalty: 2983.327393
	Iteration 12Q: 3 clusters Score -613284.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -613328.125000 Penalty: 2983.327393
	Iteration 13Q: 3 clusters Score -613328.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -613371.250000 Penalty: 2983.327393
	Iteration 14Q: 3 clusters Score -613371.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -613402.125000 Penalty: 2983.327393
	Iteration 15Q: 3 clusters Score -613402.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -613423.750000 Penalty: 2983.327393
	Iteration 16Q: 3 clusters Score -613423.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -613440.875000 Penalty: 2983.327393
	Iteration 17Q: 3 clusters Score -613440.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -613454.687500 Penalty: 2983.327393
	Iteration 18Q: 3 clusters Score -613454.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -613467.375000 Penalty: 2983.327393
	Iteration 19Q: 3 clusters Score -613467.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -613481.062500 Penalty: 2983.327393
	Iteration 20F: 3 clusters Score -613481.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -613488.937500 Penalty: 2983.327393
	Iteration 21Q: 3 clusters Score -613488.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -613493.625000 Penalty: 2983.327393
	Iteration 22Q: 3 clusters Score -613493.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -613502.312500 Penalty: 2983.327393
	Iteration 23Q: 3 clusters Score -613502.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -613510.125000 Penalty: 2983.327393
	Iteration 24Q: 3 clusters Score -613510.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -613517.812500 Penalty: 2983.327393
	Iteration 25Q: 3 clusters Score -613517.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -613525.500000 Penalty: 2983.327393
	Iteration 26Q: 3 clusters Score -613525.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -613532.312500 Penalty: 2983.327393
	Iteration 27Q: 3 clusters Score -613532.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -613536.875000 Penalty: 2983.327393
	Iteration 28Q: 3 clusters Score -613536.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -613541.125000 Penalty: 2983.327393
	Iteration 29Q: 3 clusters Score -613541.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -613542.562500 Penalty: 2983.327393
	Iteration 30Q: 3 clusters Score -613542.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -613549.312500 Penalty: 2983.327393
	Iteration 31Q: 3 clusters Score -613549.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -613557.062500 Penalty: 2983.327393
	Iteration 32Q: 3 clusters Score -613557.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -613561.875000 Penalty: 2983.327393
	Iteration 33Q: 3 clusters Score -613561.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -613569.812500 Penalty: 2983.327393
	Iteration 34Q: 3 clusters Score -613569.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -613574.000000 Penalty: 2983.327393
	Iteration 35Q: 3 clusters Score -613574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -613581.437500 Penalty: 2983.327393
	Iteration 36Q: 3 clusters Score -613581.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -613585.562500 Penalty: 2983.327393
	Iteration 37Q: 3 clusters Score -613585.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -613591.375000 Penalty: 2983.327393
	Iteration 38Q: 3 clusters Score -613591.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -613596.937500 Penalty: 2983.327393
	Iteration 39Q: 3 clusters Score -613596.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -613598.625000 Penalty: 2983.327393
	Iteration 40F: 3 clusters Score -613598.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -613601.500000 Penalty: 2983.327393
	Iteration 41Q: 3 clusters Score -613601.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -613608.062500 Penalty: 2983.327393
	Iteration 42Q: 3 clusters Score -613608.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -613613.750000 Penalty: 2983.327393
	Iteration 43Q: 3 clusters Score -613613.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -613616.437500 Penalty: 2983.327393
	Iteration 44Q: 3 clusters Score -613616.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -613617.750000 Penalty: 2983.327393
	Iteration 45Q: 3 clusters Score -613617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -613621.750000 Penalty: 2983.327393
	Iteration 46Q: 3 clusters Score -613621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -613623.375000 Penalty: 2983.327393
	Iteration 47Q: 3 clusters Score -613623.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -613627.500000 Penalty: 2983.327393
	Iteration 48Q: 3 clusters Score -613627.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -613628.437500 Penalty: 2983.327393
	Iteration 49Q: 3 clusters Score -613628.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -613628.687500 Penalty: 2983.327393
	Iteration 50Q: 3 clusters Score -613628.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -613630.812500 Penalty: 2983.327393
	Iteration 51Q: 3 clusters Score -613630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -613631.625000 Penalty: 2983.327393
	Iteration 52Q: 3 clusters Score -613631.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -613635.250000 Penalty: 2983.327393
	Iteration 53Q: 3 clusters Score -613635.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -613636.562500 Penalty: 2983.327393
	Iteration 54Q: 3 clusters Score -613636.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -613638.375000 Penalty: 2983.327393
	Iteration 55Q: 3 clusters Score -613638.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -613642.750000 Penalty: 2983.327393
	Iteration 56Q: 3 clusters Score -613642.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -613648.187500 Penalty: 2983.327393
	Iteration 57Q: 3 clusters Score -613648.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -613650.625000 Penalty: 2983.327393
	Iteration 58Q: 3 clusters Score -613650.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -613652.625000 Penalty: 2983.327393
	Iteration 59Q: 3 clusters Score -613652.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -613652.812500 Penalty: 2983.327393
	Iteration 60F: 3 clusters Score -613652.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -613657.812500 Penalty: 2983.327393
	Iteration 61Q: 3 clusters Score -613657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -613657.125000 Penalty: 2983.327393
	Iteration 62Q: 3 clusters Score -613657.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -613657.500000 Penalty: 2983.327393
	Iteration 63Q: 3 clusters Score -613657.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -613658.500000 Penalty: 2983.327393
	Iteration 64Q: 3 clusters Score -613658.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -613661.125000 Penalty: 2983.327393
	Iteration 65Q: 3 clusters Score -613661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -613660.125000 Penalty: 2983.327393
	Iteration 66Q: 3 clusters Score -613660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -613662.625000 Penalty: 2983.327393
	Iteration 67Q: 3 clusters Score -613662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -613663.062500 Penalty: 2983.327393
	Iteration 68Q: 3 clusters Score -613663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -613662.687500 Penalty: 2983.327393
	Iteration 69Q: 3 clusters Score -613662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -613662.125000 Penalty: 2983.327393
	Iteration 70Q: 3 clusters Score -613662.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -613663.000000 Penalty: 2983.327393
	Iteration 71Q: 3 clusters Score -613663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -613662.562500 Penalty: 2983.327393
	Iteration 72Q: 3 clusters Score -613662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -613665.375000 Penalty: 2983.327393
	Iteration 73Q: 3 clusters Score -613665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -613665.000000 Penalty: 2983.327393
	Iteration 74Q: 3 clusters Score -613665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -613665.062500 Penalty: 2983.327393
	Iteration 75Q: 3 clusters Score -613665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -613665.562500 Penalty: 2983.327393
	Iteration 76Q: 3 clusters Score -613665.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -613665.562500 Penalty: 2983.327393
	Iteration 77F: 3 clusters Score -613665.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Entering Unmasked Estep 
Score: -294786.875000 Penalty: 1381.455933
	Iteration 0F: 2 clusters Score -294786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -290903.343750 Penalty: 2762.911865
	Iteration 0F: 3 clusters Score -290903.3 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -292039.812500 Penalty: 2762.911865
	Iteration 1F: 3 clusters Score -292039.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -292240.781250 Penalty: 2762.911865
	Iteration 2F: 3 clusters Score -292240.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -292392.562500 Penalty: 2762.911865
	Iteration 3F: 3 clusters Score -292392.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -292506.281250 Penalty: 2762.911865
	Iteration 4Q: 3 clusters Score -292506.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -292628.968750 Penalty: 2762.911865
	Iteration 5Q: 3 clusters Score -292629 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -292767.781250 Penalty: 2762.911865
	Iteration 6Q: 3 clusters Score -292767.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -292937.875000 Penalty: 2762.911865
	Iteration 7Q: 3 clusters Score -292937.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -293129.125000 Penalty: 2762.911865
	Iteration 8Q: 3 clusters Score -293129.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -293352.000000 Penalty: 2762.911865
	Iteration 9F: 3 clusters Score -293352 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -293555.062500 Penalty: 2762.911865
	Iteration 10Q: 3 clusters Score -293555.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -293723.843750 Penalty: 2762.911865
	Iteration 11Q: 3 clusters Score -293723.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -293870.968750 Penalty: 2762.911865
	Iteration 12Q: 3 clusters Score -293871 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -293988.156250 Penalty: 2762.911865
	Iteration 13Q: 3 clusters Score -293988.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -294045.437500 Penalty: 2762.911865
	Iteration 14Q: 3 clusters Score -294045.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -294102.187500 Penalty: 2762.911865
	Iteration 15Q: 3 clusters Score -294102.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -294162.187500 Penalty: 2762.911865
	Iteration 16Q: 3 clusters Score -294162.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -294190.968750 Penalty: 2762.911865
	Iteration 17Q: 3 clusters Score -294191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -294215.093750 Penalty: 2762.911865
	Iteration 18Q: 3 clusters Score -294215.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -294230.187500 Penalty: 2762.911865
	Iteration 19Q: 3 clusters Score -294230.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -294242.125000 Penalty: 2762.911865
	Iteration 20F: 3 clusters Score -294242.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -294252.375000 Penalty: 2762.911865
	Iteration 21Q: 3 clusters Score -294252.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -294260.656250 Penalty: 2762.911865
	Iteration 22Q: 3 clusters Score -294260.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -294273.937500 Penalty: 2762.911865
	Iteration 23Q: 3 clusters Score -294273.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -294281.343750 Penalty: 2762.911865
	Iteration 24Q: 3 clusters Score -294281.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -294286.562500 Penalty: 2762.911865
	Iteration 25Q: 3 clusters Score -294286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -294290.562500 Penalty: 2762.911865
	Iteration 26Q: 3 clusters Score -294290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -294294.281250 Penalty: 2762.911865
	Iteration 27Q: 3 clusters Score -294294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -294296.500000 Penalty: 2762.911865
	Iteration 28Q: 3 clusters Score -294296.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -294298.687500 Penalty: 2762.911865
	Iteration 29Q: 3 clusters Score -294298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -294298.968750 Penalty: 2762.911865
	Iteration 30Q: 3 clusters Score -294299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -294298.968750 Penalty: 2762.911865
	Iteration 31F: 3 clusters Score -294299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Entering Unmasked Estep 
Score: -6264562.000000 Penalty: 1873.253784
	Iteration 0F: 2 clusters Score -6264562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -6196867.000000 Penalty: 3746.507568
	Iteration 0F: 3 clusters Score -6196867 nChanged 48361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -6224527.500000 Penalty: 3746.507568
	Iteration 1F: 3 clusters Score -6224528 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -6225043.000000 Penalty: 3746.507568
	Iteration 2Q: 3 clusters Score -6225043 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -6225707.500000 Penalty: 3746.507568
	Iteration 3Q: 3 clusters Score -6225708 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -6226350.500000 Penalty: 3746.507568
	Iteration 4Q: 3 clusters Score -6226350 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -6227138.000000 Penalty: 3746.507568
	Iteration 5Q: 3 clusters Score -6227138 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -6228123.000000 Penalty: 3746.507568
	Iteration 6Q: 3 clusters Score -6228123 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -6229413.000000 Penalty: 3746.507568
	Iteration 7Q: 3 clusters Score -6229413 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -6231288.500000 Penalty: 3746.507568
	Iteration 8Q: 3 clusters Score -6231288 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -6233989.500000 Penalty: 3746.507568
	Iteration 9F: 3 clusters Score -6233990 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -6237574.000000 Penalty: 3746.507568
	Iteration 10F: 3 clusters Score -6237574 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -6242207.500000 Penalty: 3746.507568
	Iteration 11F: 3 clusters Score -6242208 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -6246559.000000 Penalty: 3746.507568
	Iteration 12F: 3 clusters Score -6246559 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -6249245.000000 Penalty: 3746.507568
	Iteration 13Q: 3 clusters Score -6249245 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -6250433.500000 Penalty: 3746.507568
	Iteration 14Q: 3 clusters Score -6250434 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -6251132.000000 Penalty: 3746.507568
	Iteration 15Q: 3 clusters Score -6251132 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -6251760.000000 Penalty: 3746.507568
	Iteration 16Q: 3 clusters Score -6251760 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -6252382.500000 Penalty: 3746.507568
	Iteration 17Q: 3 clusters Score -6252382 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -6253072.500000 Penalty: 3746.507568
	Iteration 18Q: 3 clusters Score -6253072 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -6253746.500000 Penalty: 3746.507568
	Iteration 19Q: 3 clusters Score -6253746 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -6254445.000000 Penalty: 3746.507568
	Iteration 20F: 3 clusters Score -6254445 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -6255040.500000 Penalty: 3746.507568
	Iteration 21Q: 3 clusters Score -6255040 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -6255605.000000 Penalty: 3746.507568
	Iteration 22Q: 3 clusters Score -6255605 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -6256129.500000 Penalty: 3746.507568
	Iteration 23Q: 3 clusters Score -6256130 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -6256630.000000 Penalty: 3746.507568
	Iteration 24Q: 3 clusters Score -6256630 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -6257185.500000 Penalty: 3746.507568
	Iteration 25Q: 3 clusters Score -6257186 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -6257721.000000 Penalty: 3746.507568
	Iteration 26Q: 3 clusters Score -6257721 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -6258097.000000 Penalty: 3746.507568
	Iteration 27Q: 3 clusters Score -6258097 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -6258428.500000 Penalty: 3746.507568
	Iteration 28Q: 3 clusters Score -6258428 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -6258741.000000 Penalty: 3746.507568
	Iteration 29Q: 3 clusters Score -6258741 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -6258984.000000 Penalty: 3746.507568
	Iteration 30Q: 3 clusters Score -6258984 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -6259199.500000 Penalty: 3746.507568
	Iteration 31Q: 3 clusters Score -6259200 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -6259381.000000 Penalty: 3746.507568
	Iteration 32Q: 3 clusters Score -6259381 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -6259524.000000 Penalty: 3746.507568
	Iteration 33Q: 3 clusters Score -6259524 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90072 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -6259684.500000 Penalty: 3746.507568
	Iteration 34Q: 3 clusters Score -6259684 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -6259863.500000 Penalty: 3746.507568
	Iteration 35Q: 3 clusters Score -6259864 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -6260003.500000 Penalty: 3746.507568
	Iteration 36Q: 3 clusters Score -6260004 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -6260166.000000 Penalty: 3746.507568
	Iteration 37Q: 3 clusters Score -6260166 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -6260292.000000 Penalty: 3746.507568
	Iteration 38Q: 3 clusters Score -6260292 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -6260408.000000 Penalty: 3746.507568
	Iteration 39Q: 3 clusters Score -6260408 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -6260506.500000 Penalty: 3746.507568
	Iteration 40F: 3 clusters Score -6260506 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -6260657.000000 Penalty: 3746.507568
	Iteration 41Q: 3 clusters Score -6260657 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94477 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -6260810.500000 Penalty: 3746.507568
	Iteration 42Q: 3 clusters Score -6260810 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -6260923.000000 Penalty: 3746.507568
	Iteration 43Q: 3 clusters Score -6260923 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -6261083.000000 Penalty: 3746.507568
	Iteration 44Q: 3 clusters Score -6261083 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -6261204.000000 Penalty: 3746.507568
	Iteration 45Q: 3 clusters Score -6261204 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -6261336.000000 Penalty: 3746.507568
	Iteration 46Q: 3 clusters Score -6261336 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -6261478.000000 Penalty: 3746.507568
	Iteration 47Q: 3 clusters Score -6261478 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6261591.000000 Penalty: 3746.507568
	Iteration 48Q: 3 clusters Score -6261591 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97641 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -6261751.500000 Penalty: 3746.507568
	Iteration 49Q: 3 clusters Score -6261752 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6261875.500000 Penalty: 3746.507568
	Iteration 50Q: 3 clusters Score -6261876 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6262003.500000 Penalty: 3746.507568
	Iteration 51Q: 3 clusters Score -6262004 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98738 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6262099.500000 Penalty: 3746.507568
	Iteration 52Q: 3 clusters Score -6262100 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99013 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6262187.500000 Penalty: 3746.507568
	Iteration 53Q: 3 clusters Score -6262188 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99260 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6262289.000000 Penalty: 3746.507568
	Iteration 54Q: 3 clusters Score -6262289 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6262390.500000 Penalty: 3746.507568
	Iteration 55Q: 3 clusters Score -6262390 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6262464.000000 Penalty: 3746.507568
	Iteration 56Q: 3 clusters Score -6262464 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6262564.500000 Penalty: 3746.507568
	Iteration 57Q: 3 clusters Score -6262564 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100012 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6262636.000000 Penalty: 3746.507568
	Iteration 58Q: 3 clusters Score -6262636 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6262671.000000 Penalty: 3746.507568
	Iteration 59Q: 3 clusters Score -6262671 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6262703.000000 Penalty: 3746.507568
	Iteration 60F: 3 clusters Score -6262703 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6262736.000000 Penalty: 3746.507568
	Iteration 61Q: 3 clusters Score -6262736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6262771.500000 Penalty: 3746.507568
	Iteration 62Q: 3 clusters Score -6262772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6262783.500000 Penalty: 3746.507568
	Iteration 63Q: 3 clusters Score -6262784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6262815.000000 Penalty: 3746.507568
	Iteration 64Q: 3 clusters Score -6262815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6262843.000000 Penalty: 3746.507568
	Iteration 65Q: 3 clusters Score -6262843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6262848.500000 Penalty: 3746.507568
	Iteration 66Q: 3 clusters Score -6262848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6262863.000000 Penalty: 3746.507568
	Iteration 67Q: 3 clusters Score -6262863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6262890.500000 Penalty: 3746.507568
	Iteration 68Q: 3 clusters Score -6262890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6262904.500000 Penalty: 3746.507568
	Iteration 69Q: 3 clusters Score -6262904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6262908.000000 Penalty: 3746.507568
	Iteration 70Q: 3 clusters Score -6262908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6262913.500000 Penalty: 3746.507568
	Iteration 71Q: 3 clusters Score -6262914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6262932.000000 Penalty: 3746.507568
	Iteration 72Q: 3 clusters Score -6262932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100811 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6262948.000000 Penalty: 3746.507568
	Iteration 73Q: 3 clusters Score -6262948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6262961.500000 Penalty: 3746.507568
	Iteration 74Q: 3 clusters Score -6262962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6262967.000000 Penalty: 3746.507568
	Iteration 75Q: 3 clusters Score -6262967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100861 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6262972.500000 Penalty: 3746.507568
	Iteration 76Q: 3 clusters Score -6262972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6262981.000000 Penalty: 3746.507568
	Iteration 77Q: 3 clusters Score -6262981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100876 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6262981.500000 Penalty: 3746.507568
	Iteration 78Q: 3 clusters Score -6262982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6262983.000000 Penalty: 3746.507568
	Iteration 79Q: 3 clusters Score -6262983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6262983.000000 Penalty: 3746.507568
	Iteration 80F: 3 clusters Score -6262983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6262984.000000 Penalty: 3746.507568
	Iteration 81Q: 3 clusters Score -6262984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100881 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6262981.000000 Penalty: 3746.507568
	Iteration 82Q: 3 clusters Score -6262981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6262985.500000 Penalty: 3746.507568
	Iteration 83Q: 3 clusters Score -6262986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6262985.500000 Penalty: 3746.507568
	Iteration 84F: 3 clusters Score -6262986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -464250.593750 Penalty: 1457.757202
	Iteration 0F: 2 clusters Score -464250.6 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 3913 members 
Entering Unmasked Estep 
Score: -458527.656250 Penalty: 2915.514404
	Iteration 0F: 3 clusters Score -458527.7 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -460482.156250 Penalty: 2915.514404
	Iteration 1F: 3 clusters Score -460482.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -461241.187500 Penalty: 2915.514404
	Iteration 2F: 3 clusters Score -461241.2 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -462053.750000 Penalty: 2915.514404
	Iteration 3F: 3 clusters Score -462053.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -462758.687500 Penalty: 2915.514404
	Iteration 4F: 3 clusters Score -462758.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -463299.406250 Penalty: 2915.514404
	Iteration 5F: 3 clusters Score -463299.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -463598.343750 Penalty: 2915.514404
	Iteration 6F: 3 clusters Score -463598.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -463760.000000 Penalty: 2915.514404
	Iteration 7Q: 3 clusters Score -463760 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -463843.531250 Penalty: 2915.514404
	Iteration 8Q: 3 clusters Score -463843.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -463907.312500 Penalty: 2915.514404
	Iteration 9Q: 3 clusters Score -463907.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -463949.062500 Penalty: 2915.514404
	Iteration 10Q: 3 clusters Score -463949.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -463974.187500 Penalty: 2915.514404
	Iteration 11Q: 3 clusters Score -463974.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -463993.656250 Penalty: 2915.514404
	Iteration 12Q: 3 clusters Score -463993.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -464010.093750 Penalty: 2915.514404
	Iteration 13Q: 3 clusters Score -464010.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -464019.625000 Penalty: 2915.514404
	Iteration 14Q: 3 clusters Score -464019.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -464028.000000 Penalty: 2915.514404
	Iteration 15Q: 3 clusters Score -464028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -464033.625000 Penalty: 2915.514404
	Iteration 16Q: 3 clusters Score -464033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -464036.093750 Penalty: 2915.514404
	Iteration 17Q: 3 clusters Score -464036.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -464039.750000 Penalty: 2915.514404
	Iteration 18Q: 3 clusters Score -464039.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -464042.031250 Penalty: 2915.514404
	Iteration 19Q: 3 clusters Score -464042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -464044.218750 Penalty: 2915.514404
	Iteration 20F: 3 clusters Score -464044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -464044.281250 Penalty: 2915.514404
	Iteration 21Q: 3 clusters Score -464044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -464044.718750 Penalty: 2915.514404
	Iteration 22Q: 3 clusters Score -464044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -464043.875000 Penalty: 2915.514404
	Iteration 23Q: 3 clusters Score -464043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -464044.125000 Penalty: 2915.514404
	Iteration 24Q: 3 clusters Score -464044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -464044.125000 Penalty: 2915.514404
	Iteration 25F: 3 clusters Score -464044.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Entering Unmasked Estep 
Score: -1731958.375000 Penalty: 1665.270996
	Iteration 0F: 2 clusters Score -1731958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1712987.250000 Penalty: 3330.541992
	Iteration 0F: 3 clusters Score -1712987 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1720199.125000 Penalty: 3330.541992
	Iteration 1F: 3 clusters Score -1720199 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1720619.375000 Penalty: 3330.541992
	Iteration 2Q: 3 clusters Score -1720619 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1721138.250000 Penalty: 3330.541992
	Iteration 3Q: 3 clusters Score -1721138 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1721836.000000 Penalty: 3330.541992
	Iteration 4Q: 3 clusters Score -1721836 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1722616.375000 Penalty: 3330.541992
	Iteration 5Q: 3 clusters Score -1722616 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1723323.500000 Penalty: 3330.541992
	Iteration 6Q: 3 clusters Score -1723324 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1723954.000000 Penalty: 3330.541992
	Iteration 7Q: 3 clusters Score -1723954 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1724532.625000 Penalty: 3330.541992
	Iteration 8Q: 3 clusters Score -1724533 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1725077.875000 Penalty: 3330.541992
	Iteration 9Q: 3 clusters Score -1725078 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1725693.250000 Penalty: 3330.541992
	Iteration 10Q: 3 clusters Score -1725693 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1726348.625000 Penalty: 3330.541992
	Iteration 11Q: 3 clusters Score -1726349 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1726966.625000 Penalty: 3330.541992
	Iteration 12Q: 3 clusters Score -1726967 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1727462.875000 Penalty: 3330.541992
	Iteration 13Q: 3 clusters Score -1727463 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1727901.750000 Penalty: 3330.541992
	Iteration 14Q: 3 clusters Score -1727902 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1728249.125000 Penalty: 3330.541992
	Iteration 15Q: 3 clusters Score -1728249 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1728537.375000 Penalty: 3330.541992
	Iteration 16Q: 3 clusters Score -1728537 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1728785.375000 Penalty: 3330.541992
	Iteration 17Q: 3 clusters Score -1728785 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1729025.875000 Penalty: 3330.541992
	Iteration 18Q: 3 clusters Score -1729026 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -1729211.500000 Penalty: 3330.541992
	Iteration 19Q: 3 clusters Score -1729212 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1729380.375000 Penalty: 3330.541992
	Iteration 20F: 3 clusters Score -1729380 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -1729518.625000 Penalty: 3330.541992
	Iteration 21Q: 3 clusters Score -1729519 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -1729646.125000 Penalty: 3330.541992
	Iteration 22Q: 3 clusters Score -1729646 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -1729771.500000 Penalty: 3330.541992
	Iteration 23Q: 3 clusters Score -1729772 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -1729903.125000 Penalty: 3330.541992
	Iteration 24Q: 3 clusters Score -1729903 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -1730015.750000 Penalty: 3330.541992
	Iteration 25Q: 3 clusters Score -1730016 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -1730135.750000 Penalty: 3330.541992
	Iteration 26Q: 3 clusters Score -1730136 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -1730239.500000 Penalty: 3330.541992
	Iteration 27Q: 3 clusters Score -1730240 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -1730352.250000 Penalty: 3330.541992
	Iteration 28Q: 3 clusters Score -1730352 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1730476.125000 Penalty: 3330.541992
	Iteration 29Q: 3 clusters Score -1730476 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -1730600.750000 Penalty: 3330.541992
	Iteration 30Q: 3 clusters Score -1730601 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -1730734.500000 Penalty: 3330.541992
	Iteration 31Q: 3 clusters Score -1730734 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -1730848.250000 Penalty: 3330.541992
	Iteration 32Q: 3 clusters Score -1730848 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -1730948.125000 Penalty: 3330.541992
	Iteration 33Q: 3 clusters Score -1730948 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -1731034.125000 Penalty: 3330.541992
	Iteration 34Q: 3 clusters Score -1731034 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -1731130.750000 Penalty: 3330.541992
	Iteration 35Q: 3 clusters Score -1731131 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -1731229.000000 Penalty: 3330.541992
	Iteration 36Q: 3 clusters Score -1731229 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -1731304.500000 Penalty: 3330.541992
	Iteration 37Q: 3 clusters Score -1731304 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -1731367.250000 Penalty: 3330.541992
	Iteration 38Q: 3 clusters Score -1731367 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -1731414.250000 Penalty: 3330.541992
	Iteration 39Q: 3 clusters Score -1731414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -1731472.875000 Penalty: 3330.541992
	Iteration 40F: 3 clusters Score -1731473 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -1731518.000000 Penalty: 3330.541992
	Iteration 41Q: 3 clusters Score -1731518 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -1731548.750000 Penalty: 3330.541992
	Iteration 42Q: 3 clusters Score -1731549 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -1731572.125000 Penalty: 3330.541992
	Iteration 43Q: 3 clusters Score -1731572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -1731596.875000 Penalty: 3330.541992
	Iteration 44Q: 3 clusters Score -1731597 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -1731609.375000 Penalty: 3330.541992
	Iteration 45Q: 3 clusters Score -1731609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -1731623.875000 Penalty: 3330.541992
	Iteration 46Q: 3 clusters Score -1731624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -1731634.250000 Penalty: 3330.541992
	Iteration 47Q: 3 clusters Score -1731634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -1731643.625000 Penalty: 3330.541992
	Iteration 48Q: 3 clusters Score -1731644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -1731645.500000 Penalty: 3330.541992
	Iteration 49Q: 3 clusters Score -1731646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -1731646.875000 Penalty: 3330.541992
	Iteration 50Q: 3 clusters Score -1731647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -1731645.250000 Penalty: 3330.541992
	Iteration 51Q: 3 clusters Score -1731645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -1731647.875000 Penalty: 3330.541992
	Iteration 52Q: 3 clusters Score -1731648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -1731649.875000 Penalty: 3330.541992
	Iteration 53Q: 3 clusters Score -1731650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -1731652.250000 Penalty: 3330.541992
	Iteration 54Q: 3 clusters Score -1731652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -1731655.375000 Penalty: 3330.541992
	Iteration 55Q: 3 clusters Score -1731655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -1731656.500000 Penalty: 3330.541992
	Iteration 56Q: 3 clusters Score -1731656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -1731654.375000 Penalty: 3330.541992
	Iteration 57Q: 3 clusters Score -1731654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -1731655.375000 Penalty: 3330.541992
	Iteration 58Q: 3 clusters Score -1731655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -1731659.125000 Penalty: 3330.541992
	Iteration 59Q: 3 clusters Score -1731659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -1731659.625000 Penalty: 3330.541992
	Iteration 60F: 3 clusters Score -1731660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -1731659.625000 Penalty: 3330.541992
	Iteration 61Q: 3 clusters Score -1731660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -1731659.625000 Penalty: 3330.541992
	Iteration 62F: 3 clusters Score -1731660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Entering Unmasked Estep 
Score: -371128.031250 Penalty: 1418.894531
	Iteration 0F: 2 clusters Score -371128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -366385.781250 Penalty: 2837.789062
	Iteration 0F: 3 clusters Score -366385.8 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -367893.000000 Penalty: 2837.789062
	Iteration 1F: 3 clusters Score -367893 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -368138.062500 Penalty: 2837.789062
	Iteration 2F: 3 clusters Score -368138.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -368319.375000 Penalty: 2837.789062
	Iteration 3F: 3 clusters Score -368319.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -368476.187500 Penalty: 2837.789062
	Iteration 4Q: 3 clusters Score -368476.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -368621.968750 Penalty: 2837.789062
	Iteration 5Q: 3 clusters Score -368622 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -368753.781250 Penalty: 2837.789062
	Iteration 6Q: 3 clusters Score -368753.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -368887.312500 Penalty: 2837.789062
	Iteration 7Q: 3 clusters Score -368887.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -369026.250000 Penalty: 2837.789062
	Iteration 8Q: 3 clusters Score -369026.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -369162.906250 Penalty: 2837.789062
	Iteration 9Q: 3 clusters Score -369162.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -369291.125000 Penalty: 2837.789062
	Iteration 10Q: 3 clusters Score -369291.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -369432.375000 Penalty: 2837.789062
	Iteration 11Q: 3 clusters Score -369432.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -369559.093750 Penalty: 2837.789062
	Iteration 12Q: 3 clusters Score -369559.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -369663.687500 Penalty: 2837.789062
	Iteration 13Q: 3 clusters Score -369663.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -369738.781250 Penalty: 2837.789062
	Iteration 14Q: 3 clusters Score -369738.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -369804.593750 Penalty: 2837.789062
	Iteration 15Q: 3 clusters Score -369804.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -369858.656250 Penalty: 2837.789062
	Iteration 16Q: 3 clusters Score -369858.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -369910.343750 Penalty: 2837.789062
	Iteration 17Q: 3 clusters Score -369910.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -369953.093750 Penalty: 2837.789062
	Iteration 18Q: 3 clusters Score -369953.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -369988.875000 Penalty: 2837.789062
	Iteration 19Q: 3 clusters Score -369988.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -370032.093750 Penalty: 2837.789062
	Iteration 20F: 3 clusters Score -370032.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -370075.968750 Penalty: 2837.789062
	Iteration 21Q: 3 clusters Score -370076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -370127.437500 Penalty: 2837.789062
	Iteration 22Q: 3 clusters Score -370127.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -370170.312500 Penalty: 2837.789062
	Iteration 23Q: 3 clusters Score -370170.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -370205.093750 Penalty: 2837.789062
	Iteration 24Q: 3 clusters Score -370205.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -370239.312500 Penalty: 2837.789062
	Iteration 25Q: 3 clusters Score -370239.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -370271.937500 Penalty: 2837.789062
	Iteration 26Q: 3 clusters Score -370271.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -370297.281250 Penalty: 2837.789062
	Iteration 27Q: 3 clusters Score -370297.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -370311.250000 Penalty: 2837.789062
	Iteration 28Q: 3 clusters Score -370311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -370317.312500 Penalty: 2837.789062
	Iteration 29Q: 3 clusters Score -370317.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -370319.500000 Penalty: 2837.789062
	Iteration 30Q: 3 clusters Score -370319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -370322.093750 Penalty: 2837.789062
	Iteration 31Q: 3 clusters Score -370322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -370325.250000 Penalty: 2837.789062
	Iteration 32Q: 3 clusters Score -370325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -370329.468750 Penalty: 2837.789062
	Iteration 33Q: 3 clusters Score -370329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -370332.781250 Penalty: 2837.789062
	Iteration 34Q: 3 clusters Score -370332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -370334.531250 Penalty: 2837.789062
	Iteration 35Q: 3 clusters Score -370334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -370336.625000 Penalty: 2837.789062
	Iteration 36Q: 3 clusters Score -370336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -370338.000000 Penalty: 2837.789062
	Iteration 37Q: 3 clusters Score -370338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -370340.031250 Penalty: 2837.789062
	Iteration 38Q: 3 clusters Score -370340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -370340.625000 Penalty: 2837.789062
	Iteration 39Q: 3 clusters Score -370340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -370341.031250 Penalty: 2837.789062
	Iteration 40F: 3 clusters Score -370341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Entering Unmasked Estep 
Score: -620239.437500 Penalty: 1498.891479
	Iteration 0F: 2 clusters Score -620239.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -612989.562500 Penalty: 2997.782959
	Iteration 0F: 3 clusters Score -612989.6 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -615566.937500 Penalty: 2997.782959
	Iteration 1F: 3 clusters Score -615566.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -615875.750000 Penalty: 2997.782959
	Iteration 2F: 3 clusters Score -615875.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -616127.000000 Penalty: 2997.782959
	Iteration 3F: 3 clusters Score -616127 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -616365.687500 Penalty: 2997.782959
	Iteration 4Q: 3 clusters Score -616365.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -616625.125000 Penalty: 2997.782959
	Iteration 5Q: 3 clusters Score -616625.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -616911.625000 Penalty: 2997.782959
	Iteration 6Q: 3 clusters Score -616911.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -617191.625000 Penalty: 2997.782959
	Iteration 7Q: 3 clusters Score -617191.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -617498.625000 Penalty: 2997.782959
	Iteration 8Q: 3 clusters Score -617498.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -617877.125000 Penalty: 2997.782959
	Iteration 9Q: 3 clusters Score -617877.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -618205.562500 Penalty: 2997.782959
	Iteration 10Q: 3 clusters Score -618205.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -618514.812500 Penalty: 2997.782959
	Iteration 11Q: 3 clusters Score -618514.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -618756.062500 Penalty: 2997.782959
	Iteration 12Q: 3 clusters Score -618756.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -618913.312500 Penalty: 2997.782959
	Iteration 13Q: 3 clusters Score -618913.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -619039.937500 Penalty: 2997.782959
	Iteration 14Q: 3 clusters Score -619039.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -619139.187500 Penalty: 2997.782959
	Iteration 15Q: 3 clusters Score -619139.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -619222.000000 Penalty: 2997.782959
	Iteration 16Q: 3 clusters Score -619222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -619272.625000 Penalty: 2997.782959
	Iteration 17Q: 3 clusters Score -619272.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -619289.750000 Penalty: 2997.782959
	Iteration 18Q: 3 clusters Score -619289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -619301.937500 Penalty: 2997.782959
	Iteration 19Q: 3 clusters Score -619301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -619308.125000 Penalty: 2997.782959
	Iteration 20F: 3 clusters Score -619308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -619311.250000 Penalty: 2997.782959
	Iteration 21Q: 3 clusters Score -619311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -619312.562500 Penalty: 2997.782959
	Iteration 22Q: 3 clusters Score -619312.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -619314.562500 Penalty: 2997.782959
	Iteration 23Q: 3 clusters Score -619314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -619316.625000 Penalty: 2997.782959
	Iteration 24Q: 3 clusters Score -619316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -619317.375000 Penalty: 2997.782959
	Iteration 25Q: 3 clusters Score -619317.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -619317.375000 Penalty: 2997.782959
	Iteration 26F: 3 clusters Score -619317.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -329171.687500 Penalty: 1398.137207
	Iteration 0F: 2 clusters Score -329171.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -324855.843750 Penalty: 2796.274414
	Iteration 0F: 3 clusters Score -324855.8 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -326100.031250 Penalty: 2796.274414
	Iteration 1F: 3 clusters Score -326100 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -326312.093750 Penalty: 2796.274414
	Iteration 2F: 3 clusters Score -326312.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -326483.218750 Penalty: 2796.274414
	Iteration 3F: 3 clusters Score -326483.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -326620.906250 Penalty: 2796.274414
	Iteration 4F: 3 clusters Score -326620.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -326743.343750 Penalty: 2796.274414
	Iteration 5Q: 3 clusters Score -326743.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -326876.843750 Penalty: 2796.274414
	Iteration 6Q: 3 clusters Score -326876.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -327001.343750 Penalty: 2796.274414
	Iteration 7Q: 3 clusters Score -327001.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -327130.781250 Penalty: 2796.274414
	Iteration 8Q: 3 clusters Score -327130.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -327256.093750 Penalty: 2796.274414
	Iteration 9Q: 3 clusters Score -327256.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -327394.031250 Penalty: 2796.274414
	Iteration 10Q: 3 clusters Score -327394 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -327524.812500 Penalty: 2796.274414
	Iteration 11Q: 3 clusters Score -327524.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -327636.906250 Penalty: 2796.274414
	Iteration 12Q: 3 clusters Score -327636.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -327732.718750 Penalty: 2796.274414
	Iteration 13Q: 3 clusters Score -327732.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -327813.718750 Penalty: 2796.274414
	Iteration 14Q: 3 clusters Score -327813.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -327879.531250 Penalty: 2796.274414
	Iteration 15Q: 3 clusters Score -327879.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -327941.968750 Penalty: 2796.274414
	Iteration 16Q: 3 clusters Score -327942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -328003.062500 Penalty: 2796.274414
	Iteration 17Q: 3 clusters Score -328003.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -328068.187500 Penalty: 2796.274414
	Iteration 18Q: 3 clusters Score -328068.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -328114.812500 Penalty: 2796.274414
	Iteration 19Q: 3 clusters Score -328114.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -328145.062500 Penalty: 2796.274414
	Iteration 20F: 3 clusters Score -328145.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -328165.000000 Penalty: 2796.274414
	Iteration 21Q: 3 clusters Score -328165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -328182.593750 Penalty: 2796.274414
	Iteration 22Q: 3 clusters Score -328182.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -328190.562500 Penalty: 2796.274414
	Iteration 23Q: 3 clusters Score -328190.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -328199.500000 Penalty: 2796.274414
	Iteration 24Q: 3 clusters Score -328199.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -328208.500000 Penalty: 2796.274414
	Iteration 25Q: 3 clusters Score -328208.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -328212.343750 Penalty: 2796.274414
	Iteration 26Q: 3 clusters Score -328212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -328215.343750 Penalty: 2796.274414
	Iteration 27Q: 3 clusters Score -328215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -328216.031250 Penalty: 2796.274414
	Iteration 28Q: 3 clusters Score -328216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -328217.781250 Penalty: 2796.274414
	Iteration 29Q: 3 clusters Score -328217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -328219.656250 Penalty: 2796.274414
	Iteration 30Q: 3 clusters Score -328219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -328221.875000 Penalty: 2796.274414
	Iteration 31Q: 3 clusters Score -328221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -328222.218750 Penalty: 2796.274414
	Iteration 32Q: 3 clusters Score -328222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -328222.218750 Penalty: 2796.274414
	Iteration 33F: 3 clusters Score -328222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Entering Unmasked Estep 
Score: -1820109.750000 Penalty: 1673.970581
	Iteration 0F: 2 clusters Score -1820110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1800134.125000 Penalty: 3347.941162
	Iteration 0F: 3 clusters Score -1800134 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1807981.375000 Penalty: 3347.941162
	Iteration 1F: 3 clusters Score -1807981 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1808801.000000 Penalty: 3347.941162
	Iteration 2F: 3 clusters Score -1808801 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1809842.750000 Penalty: 3347.941162
	Iteration 3F: 3 clusters Score -1809843 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1811100.625000 Penalty: 3347.941162
	Iteration 4F: 3 clusters Score -1811101 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1812314.625000 Penalty: 3347.941162
	Iteration 5F: 3 clusters Score -1812315 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1813407.500000 Penalty: 3347.941162
	Iteration 6F: 3 clusters Score -1813408 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1814391.625000 Penalty: 3347.941162
	Iteration 7F: 3 clusters Score -1814392 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1815315.125000 Penalty: 3347.941162
	Iteration 8Q: 3 clusters Score -1815315 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1816284.125000 Penalty: 3347.941162
	Iteration 9Q: 3 clusters Score -1816284 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1817134.750000 Penalty: 3347.941162
	Iteration 10Q: 3 clusters Score -1817135 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1817626.750000 Penalty: 3347.941162
	Iteration 11Q: 3 clusters Score -1817627 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1817929.750000 Penalty: 3347.941162
	Iteration 12Q: 3 clusters Score -1817930 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1818127.500000 Penalty: 3347.941162
	Iteration 13Q: 3 clusters Score -1818128 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1818250.625000 Penalty: 3347.941162
	Iteration 14Q: 3 clusters Score -1818251 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1818358.875000 Penalty: 3347.941162
	Iteration 15Q: 3 clusters Score -1818359 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1818430.125000 Penalty: 3347.941162
	Iteration 16Q: 3 clusters Score -1818430 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -1818469.375000 Penalty: 3347.941162
	Iteration 17Q: 3 clusters Score -1818469 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -1818495.000000 Penalty: 3347.941162
	Iteration 18Q: 3 clusters Score -1818495 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1818511.000000 Penalty: 3347.941162
	Iteration 19Q: 3 clusters Score -1818511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1818524.750000 Penalty: 3347.941162
	Iteration 20F: 3 clusters Score -1818525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1818522.250000 Penalty: 3347.941162
	Iteration 21Q: 3 clusters Score -1818522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1818539.750000 Penalty: 3347.941162
	Iteration 22Q: 3 clusters Score -1818540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1818532.875000 Penalty: 3347.941162
	Iteration 23Q: 3 clusters Score -1818533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1818536.625000 Penalty: 3347.941162
	Iteration 24Q: 3 clusters Score -1818537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1818533.625000 Penalty: 3347.941162
	Iteration 25Q: 3 clusters Score -1818534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1818536.125000 Penalty: 3347.941162
	Iteration 26Q: 3 clusters Score -1818536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1818535.000000 Penalty: 3347.941162
	Iteration 27Q: 3 clusters Score -1818535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1818537.750000 Penalty: 3347.941162
	Iteration 28Q: 3 clusters Score -1818538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1818536.750000 Penalty: 3347.941162
	Iteration 29Q: 3 clusters Score -1818537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -1818537.750000 Penalty: 3347.941162
	Iteration 30Q: 3 clusters Score -1818538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -1818536.500000 Penalty: 3347.941162
	Iteration 31Q: 3 clusters Score -1818536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1818540.000000 Penalty: 3347.941162
	Iteration 32Q: 3 clusters Score -1818540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1818541.250000 Penalty: 3347.941162
	Iteration 33Q: 3 clusters Score -1818541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1818540.125000 Penalty: 3347.941162
	Iteration 34Q: 3 clusters Score -1818540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1818538.750000 Penalty: 3347.941162
	Iteration 35Q: 3 clusters Score -1818539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1818540.875000 Penalty: 3347.941162
	Iteration 36Q: 3 clusters Score -1818541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1818537.500000 Penalty: 3347.941162
	Iteration 37Q: 3 clusters Score -1818538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1818540.375000 Penalty: 3347.941162
	Iteration 38Q: 3 clusters Score -1818540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1818538.375000 Penalty: 3347.941162
	Iteration 39Q: 3 clusters Score -1818538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1818538.000000 Penalty: 3347.941162
	Iteration 40F: 3 clusters Score -1818538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1818539.250000 Penalty: 3347.941162
	Iteration 41Q: 3 clusters Score -1818539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1818538.750000 Penalty: 3347.941162
	Iteration 42Q: 3 clusters Score -1818539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1818540.750000 Penalty: 3347.941162
	Iteration 43Q: 3 clusters Score -1818541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1818538.625000 Penalty: 3347.941162
	Iteration 44Q: 3 clusters Score -1818539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -1818539.750000 Penalty: 3347.941162
	Iteration 45Q: 3 clusters Score -1818540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1818537.250000 Penalty: 3347.941162
	Iteration 46Q: 3 clusters Score -1818537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1818537.625000 Penalty: 3347.941162
	Iteration 47Q: 3 clusters Score -1818538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1818537.625000 Penalty: 3347.941162
	Iteration 48F: 3 clusters Score -1818538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -353387.250000 Penalty: 1410.829834
	Iteration 0F: 2 clusters Score -353387.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -348825.125000 Penalty: 2821.659668
	Iteration 0F: 3 clusters Score -348825.1 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -350076.312500 Penalty: 2821.659668
	Iteration 1F: 3 clusters Score -350076.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -350363.687500 Penalty: 2821.659668
	Iteration 2F: 3 clusters Score -350363.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -350717.125000 Penalty: 2821.659668
	Iteration 3F: 3 clusters Score -350717.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -351003.937500 Penalty: 2821.659668
	Iteration 4F: 3 clusters Score -351003.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -351224.250000 Penalty: 2821.659668
	Iteration 5F: 3 clusters Score -351224.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -351426.562500 Penalty: 2821.659668
	Iteration 6F: 3 clusters Score -351426.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -351620.125000 Penalty: 2821.659668
	Iteration 7F: 3 clusters Score -351620.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -351824.875000 Penalty: 2821.659668
	Iteration 8Q: 3 clusters Score -351824.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -351999.062500 Penalty: 2821.659668
	Iteration 9Q: 3 clusters Score -351999.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -352181.062500 Penalty: 2821.659668
	Iteration 10Q: 3 clusters Score -352181.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -352333.500000 Penalty: 2821.659668
	Iteration 11Q: 3 clusters Score -352333.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -352439.906250 Penalty: 2821.659668
	Iteration 12Q: 3 clusters Score -352439.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -352513.218750 Penalty: 2821.659668
	Iteration 13Q: 3 clusters Score -352513.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -352563.968750 Penalty: 2821.659668
	Iteration 14Q: 3 clusters Score -352564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -352603.968750 Penalty: 2821.659668
	Iteration 15Q: 3 clusters Score -352604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -352644.843750 Penalty: 2821.659668
	Iteration 16Q: 3 clusters Score -352644.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -352681.781250 Penalty: 2821.659668
	Iteration 17Q: 3 clusters Score -352681.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -352715.500000 Penalty: 2821.659668
	Iteration 18Q: 3 clusters Score -352715.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -352744.156250 Penalty: 2821.659668
	Iteration 19Q: 3 clusters Score -352744.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -352779.750000 Penalty: 2821.659668
	Iteration 20F: 3 clusters Score -352779.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -352806.312500 Penalty: 2821.659668
	Iteration 21Q: 3 clusters Score -352806.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -352821.812500 Penalty: 2821.659668
	Iteration 22Q: 3 clusters Score -352821.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -352830.468750 Penalty: 2821.659668
	Iteration 23Q: 3 clusters Score -352830.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -352837.281250 Penalty: 2821.659668
	Iteration 24Q: 3 clusters Score -352837.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -352849.187500 Penalty: 2821.659668
	Iteration 25Q: 3 clusters Score -352849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -352856.437500 Penalty: 2821.659668
	Iteration 26Q: 3 clusters Score -352856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -352859.843750 Penalty: 2821.659668
	Iteration 27Q: 3 clusters Score -352859.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -352866.187500 Penalty: 2821.659668
	Iteration 28Q: 3 clusters Score -352866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -352869.156250 Penalty: 2821.659668
	Iteration 29Q: 3 clusters Score -352869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -352875.343750 Penalty: 2821.659668
	Iteration 30Q: 3 clusters Score -352875.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -352879.000000 Penalty: 2821.659668
	Iteration 31Q: 3 clusters Score -352879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -352886.406250 Penalty: 2821.659668
	Iteration 32Q: 3 clusters Score -352886.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -352892.093750 Penalty: 2821.659668
	Iteration 33Q: 3 clusters Score -352892.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -352902.812500 Penalty: 2821.659668
	Iteration 34Q: 3 clusters Score -352902.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -352909.187500 Penalty: 2821.659668
	Iteration 35Q: 3 clusters Score -352909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -352911.031250 Penalty: 2821.659668
	Iteration 36Q: 3 clusters Score -352911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -352913.031250 Penalty: 2821.659668
	Iteration 37Q: 3 clusters Score -352913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -352914.156250 Penalty: 2821.659668
	Iteration 38Q: 3 clusters Score -352914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -352916.593750 Penalty: 2821.659668
	Iteration 39Q: 3 clusters Score -352916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -352917.375000 Penalty: 2821.659668
	Iteration 40F: 3 clusters Score -352917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -352919.156250 Penalty: 2821.659668
	Iteration 41Q: 3 clusters Score -352919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -352920.125000 Penalty: 2821.659668
	Iteration 42Q: 3 clusters Score -352920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -352920.218750 Penalty: 2821.659668
	Iteration 43Q: 3 clusters Score -352920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -352920.218750 Penalty: 2821.659668
	Iteration 44F: 3 clusters Score -352920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -276360.031250 Penalty: 1369.075073
	Iteration 0F: 2 clusters Score -276360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -272681.468750 Penalty: 2738.150146
	Iteration 0F: 3 clusters Score -272681.5 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -273671.593750 Penalty: 2738.150146
	Iteration 1F: 3 clusters Score -273671.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -273833.968750 Penalty: 2738.150146
	Iteration 2F: 3 clusters Score -273834 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -273941.281250 Penalty: 2738.150146
	Iteration 3F: 3 clusters Score -273941.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -274010.312500 Penalty: 2738.150146
	Iteration 4Q: 3 clusters Score -274010.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -274062.562500 Penalty: 2738.150146
	Iteration 5Q: 3 clusters Score -274062.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -274095.125000 Penalty: 2738.150146
	Iteration 6Q: 3 clusters Score -274095.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -274120.281250 Penalty: 2738.150146
	Iteration 7Q: 3 clusters Score -274120.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -274146.187500 Penalty: 2738.150146
	Iteration 8Q: 3 clusters Score -274146.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -274169.718750 Penalty: 2738.150146
	Iteration 9Q: 3 clusters Score -274169.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -274186.281250 Penalty: 2738.150146
	Iteration 10Q: 3 clusters Score -274186.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -274203.500000 Penalty: 2738.150146
	Iteration 11Q: 3 clusters Score -274203.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -274217.718750 Penalty: 2738.150146
	Iteration 12Q: 3 clusters Score -274217.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -274228.687500 Penalty: 2738.150146
	Iteration 13Q: 3 clusters Score -274228.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -274240.312500 Penalty: 2738.150146
	Iteration 14Q: 3 clusters Score -274240.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -274246.312500 Penalty: 2738.150146
	Iteration 15Q: 3 clusters Score -274246.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -274253.343750 Penalty: 2738.150146
	Iteration 16Q: 3 clusters Score -274253.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -274257.093750 Penalty: 2738.150146
	Iteration 17Q: 3 clusters Score -274257.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -274261.406250 Penalty: 2738.150146
	Iteration 18Q: 3 clusters Score -274261.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -274265.250000 Penalty: 2738.150146
	Iteration 19Q: 3 clusters Score -274265.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -274269.250000 Penalty: 2738.150146
	Iteration 20F: 3 clusters Score -274269.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -274274.781250 Penalty: 2738.150146
	Iteration 21Q: 3 clusters Score -274274.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -274278.843750 Penalty: 2738.150146
	Iteration 22Q: 3 clusters Score -274278.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -274282.062500 Penalty: 2738.150146
	Iteration 23Q: 3 clusters Score -274282.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -274283.875000 Penalty: 2738.150146
	Iteration 24Q: 3 clusters Score -274283.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -274284.875000 Penalty: 2738.150146
	Iteration 25Q: 3 clusters Score -274284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -274286.000000 Penalty: 2738.150146
	Iteration 26Q: 3 clusters Score -274286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -274286.687500 Penalty: 2738.150146
	Iteration 27Q: 3 clusters Score -274286.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -274287.687500 Penalty: 2738.150146
	Iteration 28Q: 3 clusters Score -274287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -274288.312500 Penalty: 2738.150146
	Iteration 29Q: 3 clusters Score -274288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -274288.593750 Penalty: 2738.150146
	Iteration 30Q: 3 clusters Score -274288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -274290.437500 Penalty: 2738.150146
	Iteration 31Q: 3 clusters Score -274290.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -274295.000000 Penalty: 2738.150146
	Iteration 32Q: 3 clusters Score -274295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -274300.187500 Penalty: 2738.150146
	Iteration 33Q: 3 clusters Score -274300.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -274305.312500 Penalty: 2738.150146
	Iteration 34Q: 3 clusters Score -274305.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -274310.125000 Penalty: 2738.150146
	Iteration 35Q: 3 clusters Score -274310.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -274313.750000 Penalty: 2738.150146
	Iteration 36Q: 3 clusters Score -274313.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -274318.093750 Penalty: 2738.150146
	Iteration 37Q: 3 clusters Score -274318.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -274322.875000 Penalty: 2738.150146
	Iteration 38Q: 3 clusters Score -274322.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -274327.593750 Penalty: 2738.150146
	Iteration 39Q: 3 clusters Score -274327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -274332.843750 Penalty: 2738.150146
	Iteration 40F: 3 clusters Score -274332.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -274340.125000 Penalty: 2738.150146
	Iteration 41Q: 3 clusters Score -274340.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -274349.656250 Penalty: 2738.150146
	Iteration 42Q: 3 clusters Score -274349.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -274366.468750 Penalty: 2738.150146
	Iteration 43Q: 3 clusters Score -274366.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -274381.968750 Penalty: 2738.150146
	Iteration 44Q: 3 clusters Score -274382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -274396.593750 Penalty: 2738.150146
	Iteration 45Q: 3 clusters Score -274396.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -274409.031250 Penalty: 2738.150146
	Iteration 46Q: 3 clusters Score -274409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -274418.156250 Penalty: 2738.150146
	Iteration 47Q: 3 clusters Score -274418.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -274430.593750 Penalty: 2738.150146
	Iteration 48Q: 3 clusters Score -274430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -274444.468750 Penalty: 2738.150146
	Iteration 49Q: 3 clusters Score -274444.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -274461.093750 Penalty: 2738.150146
	Iteration 50Q: 3 clusters Score -274461.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -274478.218750 Penalty: 2738.150146
	Iteration 51Q: 3 clusters Score -274478.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -274501.843750 Penalty: 2738.150146
	Iteration 52Q: 3 clusters Score -274501.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -274525.812500 Penalty: 2738.150146
	Iteration 53Q: 3 clusters Score -274525.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -274548.812500 Penalty: 2738.150146
	Iteration 54Q: 3 clusters Score -274548.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -274572.625000 Penalty: 2738.150146
	Iteration 55Q: 3 clusters Score -274572.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -274595.375000 Penalty: 2738.150146
	Iteration 56Q: 3 clusters Score -274595.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -274622.531250 Penalty: 2738.150146
	Iteration 57Q: 3 clusters Score -274622.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -274649.937500 Penalty: 2738.150146
	Iteration 58Q: 3 clusters Score -274649.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -274681.843750 Penalty: 2738.150146
	Iteration 59Q: 3 clusters Score -274681.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -274711.906250 Penalty: 2738.150146
	Iteration 60F: 3 clusters Score -274711.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -274739.625000 Penalty: 2738.150146
	Iteration 61Q: 3 clusters Score -274739.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -274775.250000 Penalty: 2738.150146
	Iteration 62Q: 3 clusters Score -274775.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -274809.781250 Penalty: 2738.150146
	Iteration 63Q: 3 clusters Score -274809.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -274843.406250 Penalty: 2738.150146
	Iteration 64Q: 3 clusters Score -274843.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -274871.750000 Penalty: 2738.150146
	Iteration 65Q: 3 clusters Score -274871.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -274896.562500 Penalty: 2738.150146
	Iteration 66Q: 3 clusters Score -274896.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -274914.718750 Penalty: 2738.150146
	Iteration 67Q: 3 clusters Score -274914.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -274938.593750 Penalty: 2738.150146
	Iteration 68Q: 3 clusters Score -274938.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -274969.687500 Penalty: 2738.150146
	Iteration 69Q: 3 clusters Score -274969.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -275006.031250 Penalty: 2738.150146
	Iteration 70Q: 3 clusters Score -275006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -275032.843750 Penalty: 2738.150146
	Iteration 71Q: 3 clusters Score -275032.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -275054.906250 Penalty: 2738.150146
	Iteration 72Q: 3 clusters Score -275054.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -275079.000000 Penalty: 2738.150146
	Iteration 73Q: 3 clusters Score -275079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -275103.500000 Penalty: 2738.150146
	Iteration 74Q: 3 clusters Score -275103.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -275129.750000 Penalty: 2738.150146
	Iteration 75Q: 3 clusters Score -275129.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -275141.562500 Penalty: 2738.150146
	Iteration 76Q: 3 clusters Score -275141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -275146.906250 Penalty: 2738.150146
	Iteration 77Q: 3 clusters Score -275146.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -275155.468750 Penalty: 2738.150146
	Iteration 78Q: 3 clusters Score -275155.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -275162.437500 Penalty: 2738.150146
	Iteration 79Q: 3 clusters Score -275162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -275166.875000 Penalty: 2738.150146
	Iteration 80F: 3 clusters Score -275166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -275168.687500 Penalty: 2738.150146
	Iteration 81Q: 3 clusters Score -275168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -275170.531250 Penalty: 2738.150146
	Iteration 82Q: 3 clusters Score -275170.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -275170.531250 Penalty: 2738.150146
	Iteration 83F: 3 clusters Score -275170.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -186038.453125 Penalty: 1314.341431
	Iteration 0F: 2 clusters Score -186038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -183185.078125 Penalty: 2628.682861
	Iteration 0F: 3 clusters Score -183185.1 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -183946.093750 Penalty: 2628.682861
	Iteration 1F: 3 clusters Score -183946.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -184191.968750 Penalty: 2628.682861
	Iteration 2F: 3 clusters Score -184192 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -184390.796875 Penalty: 2628.682861
	Iteration 3F: 3 clusters Score -184390.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -184555.203125 Penalty: 2628.682861
	Iteration 4F: 3 clusters Score -184555.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -184699.656250 Penalty: 2628.682861
	Iteration 5Q: 3 clusters Score -184699.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -184801.265625 Penalty: 2628.682861
	Iteration 6Q: 3 clusters Score -184801.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -184887.750000 Penalty: 2628.682861
	Iteration 7Q: 3 clusters Score -184887.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -184949.828125 Penalty: 2628.682861
	Iteration 8Q: 3 clusters Score -184949.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -185012.453125 Penalty: 2628.682861
	Iteration 9Q: 3 clusters Score -185012.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -185049.781250 Penalty: 2628.682861
	Iteration 10Q: 3 clusters Score -185049.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -185073.156250 Penalty: 2628.682861
	Iteration 11Q: 3 clusters Score -185073.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -185095.171875 Penalty: 2628.682861
	Iteration 12Q: 3 clusters Score -185095.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -185112.921875 Penalty: 2628.682861
	Iteration 13Q: 3 clusters Score -185112.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -185126.203125 Penalty: 2628.682861
	Iteration 14Q: 3 clusters Score -185126.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -185138.093750 Penalty: 2628.682861
	Iteration 15Q: 3 clusters Score -185138.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -185148.515625 Penalty: 2628.682861
	Iteration 16Q: 3 clusters Score -185148.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -185151.703125 Penalty: 2628.682861
	Iteration 17Q: 3 clusters Score -185151.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -185152.578125 Penalty: 2628.682861
	Iteration 18Q: 3 clusters Score -185152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -185153.312500 Penalty: 2628.682861
	Iteration 19Q: 3 clusters Score -185153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -185153.890625 Penalty: 2628.682861
	Iteration 20F: 3 clusters Score -185153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -185153.921875 Penalty: 2628.682861
	Iteration 21Q: 3 clusters Score -185153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -185154.265625 Penalty: 2628.682861
	Iteration 22Q: 3 clusters Score -185154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -185154.890625 Penalty: 2628.682861
	Iteration 23Q: 3 clusters Score -185154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -185155.187500 Penalty: 2628.682861
	Iteration 24Q: 3 clusters Score -185155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -185155.937500 Penalty: 2628.682861
	Iteration 25Q: 3 clusters Score -185155.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -185155.937500 Penalty: 2628.682861
	Iteration 26F: 3 clusters Score -185155.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Entering Unmasked Estep 
Score: -835443.125000 Penalty: 1543.595215
	Iteration 0F: 2 clusters Score -835443.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -826161.125000 Penalty: 3087.190430
	Iteration 0F: 3 clusters Score -826161.1 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -829325.437500 Penalty: 3087.190430
	Iteration 1F: 3 clusters Score -829325.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -829613.750000 Penalty: 3087.190430
	Iteration 2F: 3 clusters Score -829613.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -829856.875000 Penalty: 3087.190430
	Iteration 3Q: 3 clusters Score -829856.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -830055.750000 Penalty: 3087.190430
	Iteration 4Q: 3 clusters Score -830055.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -830259.500000 Penalty: 3087.190430
	Iteration 5Q: 3 clusters Score -830259.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -830462.000000 Penalty: 3087.190430
	Iteration 6Q: 3 clusters Score -830462 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -830696.625000 Penalty: 3087.190430
	Iteration 7Q: 3 clusters Score -830696.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -830966.437500 Penalty: 3087.190430
	Iteration 8Q: 3 clusters Score -830966.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -831262.375000 Penalty: 3087.190430
	Iteration 9Q: 3 clusters Score -831262.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -831524.562500 Penalty: 3087.190430
	Iteration 10Q: 3 clusters Score -831524.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -831840.937500 Penalty: 3087.190430
	Iteration 11Q: 3 clusters Score -831840.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -832156.562500 Penalty: 3087.190430
	Iteration 12Q: 3 clusters Score -832156.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -832496.750000 Penalty: 3087.190430
	Iteration 13Q: 3 clusters Score -832496.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -832798.750000 Penalty: 3087.190430
	Iteration 14Q: 3 clusters Score -832798.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -833090.687500 Penalty: 3087.190430
	Iteration 15Q: 3 clusters Score -833090.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -833343.625000 Penalty: 3087.190430
	Iteration 16Q: 3 clusters Score -833343.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -833538.562500 Penalty: 3087.190430
	Iteration 17Q: 3 clusters Score -833538.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -833702.375000 Penalty: 3087.190430
	Iteration 18Q: 3 clusters Score -833702.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -833817.312500 Penalty: 3087.190430
	Iteration 19Q: 3 clusters Score -833817.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -833883.625000 Penalty: 3087.190430
	Iteration 20F: 3 clusters Score -833883.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -833935.875000 Penalty: 3087.190430
	Iteration 21Q: 3 clusters Score -833935.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -833978.187500 Penalty: 3087.190430
	Iteration 22Q: 3 clusters Score -833978.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -834010.125000 Penalty: 3087.190430
	Iteration 23Q: 3 clusters Score -834010.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -834034.187500 Penalty: 3087.190430
	Iteration 24Q: 3 clusters Score -834034.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -834060.250000 Penalty: 3087.190430
	Iteration 25Q: 3 clusters Score -834060.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -834078.250000 Penalty: 3087.190430
	Iteration 26Q: 3 clusters Score -834078.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -834088.187500 Penalty: 3087.190430
	Iteration 27Q: 3 clusters Score -834088.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -834094.687500 Penalty: 3087.190430
	Iteration 28Q: 3 clusters Score -834094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -834095.687500 Penalty: 3087.190430
	Iteration 29Q: 3 clusters Score -834095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -834096.687500 Penalty: 3087.190430
	Iteration 30Q: 3 clusters Score -834096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -834098.062500 Penalty: 3087.190430
	Iteration 31Q: 3 clusters Score -834098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -834098.062500 Penalty: 3087.190430
	Iteration 32F: 3 clusters Score -834098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Entering Unmasked Estep 
Score: -459085.406250 Penalty: 1453.764648
	Iteration 0F: 2 clusters Score -459085.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -453332.437500 Penalty: 2907.529297
	Iteration 0F: 3 clusters Score -453332.4 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -455122.500000 Penalty: 2907.529297
	Iteration 1F: 3 clusters Score -455122.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -455369.843750 Penalty: 2907.529297
	Iteration 2F: 3 clusters Score -455369.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -455541.218750 Penalty: 2907.529297
	Iteration 3F: 3 clusters Score -455541.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -455691.687500 Penalty: 2907.529297
	Iteration 4Q: 3 clusters Score -455691.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -455844.156250 Penalty: 2907.529297
	Iteration 5Q: 3 clusters Score -455844.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -456019.156250 Penalty: 2907.529297
	Iteration 6Q: 3 clusters Score -456019.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -456228.750000 Penalty: 2907.529297
	Iteration 7Q: 3 clusters Score -456228.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -456440.562500 Penalty: 2907.529297
	Iteration 8Q: 3 clusters Score -456440.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -456655.812500 Penalty: 2907.529297
	Iteration 9Q: 3 clusters Score -456655.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -456852.468750 Penalty: 2907.529297
	Iteration 10Q: 3 clusters Score -456852.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -457036.218750 Penalty: 2907.529297
	Iteration 11Q: 3 clusters Score -457036.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -457198.281250 Penalty: 2907.529297
	Iteration 12Q: 3 clusters Score -457198.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -457336.437500 Penalty: 2907.529297
	Iteration 13Q: 3 clusters Score -457336.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -457448.375000 Penalty: 2907.529297
	Iteration 14Q: 3 clusters Score -457448.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -457531.875000 Penalty: 2907.529297
	Iteration 15Q: 3 clusters Score -457531.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -457600.625000 Penalty: 2907.529297
	Iteration 16Q: 3 clusters Score -457600.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -457666.718750 Penalty: 2907.529297
	Iteration 17Q: 3 clusters Score -457666.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -457729.125000 Penalty: 2907.529297
	Iteration 18Q: 3 clusters Score -457729.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -457785.875000 Penalty: 2907.529297
	Iteration 19Q: 3 clusters Score -457785.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -457847.375000 Penalty: 2907.529297
	Iteration 20F: 3 clusters Score -457847.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -457892.468750 Penalty: 2907.529297
	Iteration 21Q: 3 clusters Score -457892.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -457920.281250 Penalty: 2907.529297
	Iteration 22Q: 3 clusters Score -457920.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -457942.656250 Penalty: 2907.529297
	Iteration 23Q: 3 clusters Score -457942.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -457957.093750 Penalty: 2907.529297
	Iteration 24Q: 3 clusters Score -457957.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -457967.750000 Penalty: 2907.529297
	Iteration 25Q: 3 clusters Score -457967.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -457976.187500 Penalty: 2907.529297
	Iteration 26Q: 3 clusters Score -457976.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -457983.562500 Penalty: 2907.529297
	Iteration 27Q: 3 clusters Score -457983.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -457992.531250 Penalty: 2907.529297
	Iteration 28Q: 3 clusters Score -457992.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -457999.343750 Penalty: 2907.529297
	Iteration 29Q: 3 clusters Score -457999.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -458008.968750 Penalty: 2907.529297
	Iteration 30Q: 3 clusters Score -458009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -458022.843750 Penalty: 2907.529297
	Iteration 31Q: 3 clusters Score -458022.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -458033.593750 Penalty: 2907.529297
	Iteration 32Q: 3 clusters Score -458033.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -458042.562500 Penalty: 2907.529297
	Iteration 33Q: 3 clusters Score -458042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -458047.937500 Penalty: 2907.529297
	Iteration 34Q: 3 clusters Score -458047.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -458057.781250 Penalty: 2907.529297
	Iteration 35Q: 3 clusters Score -458057.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -458064.093750 Penalty: 2907.529297
	Iteration 36Q: 3 clusters Score -458064.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -458068.343750 Penalty: 2907.529297
	Iteration 37Q: 3 clusters Score -458068.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -458070.625000 Penalty: 2907.529297
	Iteration 38Q: 3 clusters Score -458070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -458075.031250 Penalty: 2907.529297
	Iteration 39Q: 3 clusters Score -458075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -458079.312500 Penalty: 2907.529297
	Iteration 40F: 3 clusters Score -458079.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -458085.093750 Penalty: 2907.529297
	Iteration 41Q: 3 clusters Score -458085.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -458094.343750 Penalty: 2907.529297
	Iteration 42Q: 3 clusters Score -458094.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -458098.312500 Penalty: 2907.529297
	Iteration 43Q: 3 clusters Score -458098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -458099.312500 Penalty: 2907.529297
	Iteration 44Q: 3 clusters Score -458099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -458100.281250 Penalty: 2907.529297
	Iteration 45Q: 3 clusters Score -458100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -458100.281250 Penalty: 2907.529297
	Iteration 46F: 3 clusters Score -458100.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -127042.820312 Penalty: 1271.796997
	Iteration 0F: 2 clusters Score -127042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -124670.453125 Penalty: 2543.593994
	Iteration 0F: 3 clusters Score -124670.5 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -125314.906250 Penalty: 2543.593994
	Iteration 1F: 3 clusters Score -125314.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -125504.468750 Penalty: 2543.593994
	Iteration 2F: 3 clusters Score -125504.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -125645.679688 Penalty: 2543.593994
	Iteration 3F: 3 clusters Score -125645.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -125735.750000 Penalty: 2543.593994
	Iteration 4Q: 3 clusters Score -125735.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -125804.640625 Penalty: 2543.593994
	Iteration 5Q: 3 clusters Score -125804.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -125850.734375 Penalty: 2543.593994
	Iteration 6Q: 3 clusters Score -125850.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -125886.382812 Penalty: 2543.593994
	Iteration 7Q: 3 clusters Score -125886.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -125910.812500 Penalty: 2543.593994
	Iteration 8Q: 3 clusters Score -125910.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -125936.171875 Penalty: 2543.593994
	Iteration 9Q: 3 clusters Score -125936.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -125957.625000 Penalty: 2543.593994
	Iteration 10Q: 3 clusters Score -125957.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -125985.195312 Penalty: 2543.593994
	Iteration 11Q: 3 clusters Score -125985.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -126012.773438 Penalty: 2543.593994
	Iteration 12Q: 3 clusters Score -126012.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -126037.789062 Penalty: 2543.593994
	Iteration 13Q: 3 clusters Score -126037.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -126058.898438 Penalty: 2543.593994
	Iteration 14Q: 3 clusters Score -126058.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -126078.507812 Penalty: 2543.593994
	Iteration 15Q: 3 clusters Score -126078.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -126104.453125 Penalty: 2543.593994
	Iteration 16Q: 3 clusters Score -126104.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -126129.515625 Penalty: 2543.593994
	Iteration 17Q: 3 clusters Score -126129.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -126148.398438 Penalty: 2543.593994
	Iteration 18Q: 3 clusters Score -126148.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -126160.796875 Penalty: 2543.593994
	Iteration 19Q: 3 clusters Score -126160.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -126169.929688 Penalty: 2543.593994
	Iteration 20F: 3 clusters Score -126169.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126174.250000 Penalty: 2543.593994
	Iteration 21Q: 3 clusters Score -126174.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -126177.875000 Penalty: 2543.593994
	Iteration 22Q: 3 clusters Score -126177.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126180.578125 Penalty: 2543.593994
	Iteration 23Q: 3 clusters Score -126180.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -126183.218750 Penalty: 2543.593994
	Iteration 24Q: 3 clusters Score -126183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -126185.234375 Penalty: 2543.593994
	Iteration 25Q: 3 clusters Score -126185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -126186.593750 Penalty: 2543.593994
	Iteration 26Q: 3 clusters Score -126186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -126188.460938 Penalty: 2543.593994
	Iteration 27Q: 3 clusters Score -126188.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -126190.664062 Penalty: 2543.593994
	Iteration 28Q: 3 clusters Score -126190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -126192.898438 Penalty: 2543.593994
	Iteration 29Q: 3 clusters Score -126192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -126194.664062 Penalty: 2543.593994
	Iteration 30Q: 3 clusters Score -126194.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -126196.890625 Penalty: 2543.593994
	Iteration 31Q: 3 clusters Score -126196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126198.367188 Penalty: 2543.593994
	Iteration 32Q: 3 clusters Score -126198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126200.210938 Penalty: 2543.593994
	Iteration 33Q: 3 clusters Score -126200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -126202.375000 Penalty: 2543.593994
	Iteration 34Q: 3 clusters Score -126202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -126203.117188 Penalty: 2543.593994
	Iteration 35Q: 3 clusters Score -126203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126203.468750 Penalty: 2543.593994
	Iteration 36Q: 3 clusters Score -126203.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126203.468750 Penalty: 2543.593994
	Iteration 37F: 3 clusters Score -126203.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Entering Unmasked Estep 
Score: -1533937.875000 Penalty: 1641.550049
	Iteration 0F: 2 clusters Score -1533938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1517377.125000 Penalty: 3283.100098
	Iteration 0F: 3 clusters Score -1517377 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1523277.000000 Penalty: 3283.100098
	Iteration 1F: 3 clusters Score -1523277 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1523593.000000 Penalty: 3283.100098
	Iteration 2Q: 3 clusters Score -1523593 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1523888.625000 Penalty: 3283.100098
	Iteration 3Q: 3 clusters Score -1523889 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1524190.750000 Penalty: 3283.100098
	Iteration 4Q: 3 clusters Score -1524191 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1524490.625000 Penalty: 3283.100098
	Iteration 5Q: 3 clusters Score -1524491 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1524854.625000 Penalty: 3283.100098
	Iteration 6Q: 3 clusters Score -1524855 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1525284.500000 Penalty: 3283.100098
	Iteration 7Q: 3 clusters Score -1525284 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1525923.375000 Penalty: 3283.100098
	Iteration 8Q: 3 clusters Score -1525923 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1526842.250000 Penalty: 3283.100098
	Iteration 9F: 3 clusters Score -1526842 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1527926.000000 Penalty: 3283.100098
	Iteration 10F: 3 clusters Score -1527926 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1528818.000000 Penalty: 3283.100098
	Iteration 11F: 3 clusters Score -1528818 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1529299.125000 Penalty: 3283.100098
	Iteration 12Q: 3 clusters Score -1529299 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1529534.000000 Penalty: 3283.100098
	Iteration 13Q: 3 clusters Score -1529534 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1529695.125000 Penalty: 3283.100098
	Iteration 14Q: 3 clusters Score -1529695 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1529835.875000 Penalty: 3283.100098
	Iteration 15Q: 3 clusters Score -1529836 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1529970.250000 Penalty: 3283.100098
	Iteration 16Q: 3 clusters Score -1529970 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1530096.625000 Penalty: 3283.100098
	Iteration 17Q: 3 clusters Score -1530097 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1530215.000000 Penalty: 3283.100098
	Iteration 18Q: 3 clusters Score -1530215 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1530312.625000 Penalty: 3283.100098
	Iteration 19Q: 3 clusters Score -1530313 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1530399.500000 Penalty: 3283.100098
	Iteration 20F: 3 clusters Score -1530400 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1530473.000000 Penalty: 3283.100098
	Iteration 21Q: 3 clusters Score -1530473 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1530530.375000 Penalty: 3283.100098
	Iteration 22Q: 3 clusters Score -1530530 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1530593.750000 Penalty: 3283.100098
	Iteration 23Q: 3 clusters Score -1530594 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1530658.250000 Penalty: 3283.100098
	Iteration 24Q: 3 clusters Score -1530658 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1530701.000000 Penalty: 3283.100098
	Iteration 25Q: 3 clusters Score -1530701 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1530759.125000 Penalty: 3283.100098
	Iteration 26Q: 3 clusters Score -1530759 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1530819.750000 Penalty: 3283.100098
	Iteration 27Q: 3 clusters Score -1530820 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1530875.000000 Penalty: 3283.100098
	Iteration 28Q: 3 clusters Score -1530875 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1530917.875000 Penalty: 3283.100098
	Iteration 29Q: 3 clusters Score -1530918 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -1530974.250000 Penalty: 3283.100098
	Iteration 30Q: 3 clusters Score -1530974 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1531011.500000 Penalty: 3283.100098
	Iteration 31Q: 3 clusters Score -1531012 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1531049.250000 Penalty: 3283.100098
	Iteration 32Q: 3 clusters Score -1531049 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1531089.500000 Penalty: 3283.100098
	Iteration 33Q: 3 clusters Score -1531090 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1531116.000000 Penalty: 3283.100098
	Iteration 34Q: 3 clusters Score -1531116 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1531142.125000 Penalty: 3283.100098
	Iteration 35Q: 3 clusters Score -1531142 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -1531170.250000 Penalty: 3283.100098
	Iteration 36Q: 3 clusters Score -1531170 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1531202.250000 Penalty: 3283.100098
	Iteration 37Q: 3 clusters Score -1531202 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1531239.750000 Penalty: 3283.100098
	Iteration 38Q: 3 clusters Score -1531240 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1531284.125000 Penalty: 3283.100098
	Iteration 39Q: 3 clusters Score -1531284 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1531323.750000 Penalty: 3283.100098
	Iteration 40F: 3 clusters Score -1531324 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -1531369.125000 Penalty: 3283.100098
	Iteration 41Q: 3 clusters Score -1531369 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -1531429.125000 Penalty: 3283.100098
	Iteration 42Q: 3 clusters Score -1531429 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1531495.000000 Penalty: 3283.100098
	Iteration 43Q: 3 clusters Score -1531495 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -1531565.125000 Penalty: 3283.100098
	Iteration 44Q: 3 clusters Score -1531565 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1531620.250000 Penalty: 3283.100098
	Iteration 45Q: 3 clusters Score -1531620 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -1531672.125000 Penalty: 3283.100098
	Iteration 46Q: 3 clusters Score -1531672 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -1531726.000000 Penalty: 3283.100098
	Iteration 47Q: 3 clusters Score -1531726 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1531777.250000 Penalty: 3283.100098
	Iteration 48Q: 3 clusters Score -1531777 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -1531830.000000 Penalty: 3283.100098
	Iteration 49Q: 3 clusters Score -1531830 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -1531881.000000 Penalty: 3283.100098
	Iteration 50Q: 3 clusters Score -1531881 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1531930.500000 Penalty: 3283.100098
	Iteration 51Q: 3 clusters Score -1531930 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -1531973.375000 Penalty: 3283.100098
	Iteration 52Q: 3 clusters Score -1531973 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -1532003.500000 Penalty: 3283.100098
	Iteration 53Q: 3 clusters Score -1532004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -1532042.125000 Penalty: 3283.100098
	Iteration 54Q: 3 clusters Score -1532042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -1532064.000000 Penalty: 3283.100098
	Iteration 55Q: 3 clusters Score -1532064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -1532093.500000 Penalty: 3283.100098
	Iteration 56Q: 3 clusters Score -1532094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -1532115.000000 Penalty: 3283.100098
	Iteration 57Q: 3 clusters Score -1532115 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -1532157.000000 Penalty: 3283.100098
	Iteration 58Q: 3 clusters Score -1532157 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -1532177.000000 Penalty: 3283.100098
	Iteration 59Q: 3 clusters Score -1532177 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -1532205.000000 Penalty: 3283.100098
	Iteration 60F: 3 clusters Score -1532205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -1532234.250000 Penalty: 3283.100098
	Iteration 61Q: 3 clusters Score -1532234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -1532254.625000 Penalty: 3283.100098
	Iteration 62Q: 3 clusters Score -1532255 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -1532266.625000 Penalty: 3283.100098
	Iteration 63Q: 3 clusters Score -1532267 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -1532287.000000 Penalty: 3283.100098
	Iteration 64Q: 3 clusters Score -1532287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -1532303.375000 Penalty: 3283.100098
	Iteration 65Q: 3 clusters Score -1532303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -1532319.250000 Penalty: 3283.100098
	Iteration 66Q: 3 clusters Score -1532319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -1532331.500000 Penalty: 3283.100098
	Iteration 67Q: 3 clusters Score -1532332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -1532341.375000 Penalty: 3283.100098
	Iteration 68Q: 3 clusters Score -1532341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -1532351.375000 Penalty: 3283.100098
	Iteration 69Q: 3 clusters Score -1532351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -1532355.875000 Penalty: 3283.100098
	Iteration 70Q: 3 clusters Score -1532356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -1532360.875000 Penalty: 3283.100098
	Iteration 71Q: 3 clusters Score -1532361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -1532362.250000 Penalty: 3283.100098
	Iteration 72Q: 3 clusters Score -1532362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -1532372.875000 Penalty: 3283.100098
	Iteration 73Q: 3 clusters Score -1532373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1532384.000000 Penalty: 3283.100098
	Iteration 74Q: 3 clusters Score -1532384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -1532385.625000 Penalty: 3283.100098
	Iteration 75Q: 3 clusters Score -1532386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -1532390.875000 Penalty: 3283.100098
	Iteration 76Q: 3 clusters Score -1532391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -1532399.125000 Penalty: 3283.100098
	Iteration 77Q: 3 clusters Score -1532399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -1532400.750000 Penalty: 3283.100098
	Iteration 78Q: 3 clusters Score -1532401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -1532404.625000 Penalty: 3283.100098
	Iteration 79Q: 3 clusters Score -1532405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -1532415.750000 Penalty: 3283.100098
	Iteration 80F: 3 clusters Score -1532416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -1532419.125000 Penalty: 3283.100098
	Iteration 81Q: 3 clusters Score -1532419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -1532429.500000 Penalty: 3283.100098
	Iteration 82Q: 3 clusters Score -1532430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -1532439.375000 Penalty: 3283.100098
	Iteration 83Q: 3 clusters Score -1532439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -1532445.125000 Penalty: 3283.100098
	Iteration 84Q: 3 clusters Score -1532445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -1532456.000000 Penalty: 3283.100098
	Iteration 85Q: 3 clusters Score -1532456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -1532461.750000 Penalty: 3283.100098
	Iteration 86Q: 3 clusters Score -1532462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -1532468.500000 Penalty: 3283.100098
	Iteration 87Q: 3 clusters Score -1532468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -1532477.250000 Penalty: 3283.100098
	Iteration 88Q: 3 clusters Score -1532477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -1532489.875000 Penalty: 3283.100098
	Iteration 89Q: 3 clusters Score -1532490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -1532499.625000 Penalty: 3283.100098
	Iteration 90Q: 3 clusters Score -1532500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -1532503.875000 Penalty: 3283.100098
	Iteration 91Q: 3 clusters Score -1532504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -1532508.625000 Penalty: 3283.100098
	Iteration 92Q: 3 clusters Score -1532509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -1532517.750000 Penalty: 3283.100098
	Iteration 93Q: 3 clusters Score -1532518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -1532525.000000 Penalty: 3283.100098
	Iteration 94Q: 3 clusters Score -1532525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -1532531.000000 Penalty: 3283.100098
	Iteration 95Q: 3 clusters Score -1532531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -1532529.500000 Penalty: 3283.100098
	Iteration 96Q: 3 clusters Score -1532530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -1532534.250000 Penalty: 3283.100098
	Iteration 97Q: 3 clusters Score -1532534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -1532533.250000 Penalty: 3283.100098
	Iteration 98Q: 3 clusters Score -1532533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -1532532.375000 Penalty: 3283.100098
	Iteration 99Q: 3 clusters Score -1532532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -1532532.875000 Penalty: 3283.100098
	Iteration 100F: 3 clusters Score -1532533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -1532533.125000 Penalty: 3283.100098
	Iteration 101Q: 3 clusters Score -1532533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -1532534.875000 Penalty: 3283.100098
	Iteration 102Q: 3 clusters Score -1532535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -1532534.875000 Penalty: 3283.100098
	Iteration 103F: 3 clusters Score -1532535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Entering Unmasked Estep 
Score: -712092.937500 Penalty: 1517.043213
	Iteration 0F: 2 clusters Score -712092.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -704206.125000 Penalty: 3034.086426
	Iteration 0F: 3 clusters Score -704206.1 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -706753.937500 Penalty: 3034.086426
	Iteration 1F: 3 clusters Score -706753.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -707040.125000 Penalty: 3034.086426
	Iteration 2F: 3 clusters Score -707040.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -707317.375000 Penalty: 3034.086426
	Iteration 3Q: 3 clusters Score -707317.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -707590.937500 Penalty: 3034.086426
	Iteration 4Q: 3 clusters Score -707590.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -707846.750000 Penalty: 3034.086426
	Iteration 5Q: 3 clusters Score -707846.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -708126.437500 Penalty: 3034.086426
	Iteration 6Q: 3 clusters Score -708126.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -708431.687500 Penalty: 3034.086426
	Iteration 7Q: 3 clusters Score -708431.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -708774.875000 Penalty: 3034.086426
	Iteration 8Q: 3 clusters Score -708774.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -709159.500000 Penalty: 3034.086426
	Iteration 9Q: 3 clusters Score -709159.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -709536.437500 Penalty: 3034.086426
	Iteration 10Q: 3 clusters Score -709536.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -709883.125000 Penalty: 3034.086426
	Iteration 11Q: 3 clusters Score -709883.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -710123.437500 Penalty: 3034.086426
	Iteration 12Q: 3 clusters Score -710123.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -710326.875000 Penalty: 3034.086426
	Iteration 13Q: 3 clusters Score -710326.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -710470.750000 Penalty: 3034.086426
	Iteration 14Q: 3 clusters Score -710470.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -710586.875000 Penalty: 3034.086426
	Iteration 15Q: 3 clusters Score -710586.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -710670.500000 Penalty: 3034.086426
	Iteration 16Q: 3 clusters Score -710670.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -710716.750000 Penalty: 3034.086426
	Iteration 17Q: 3 clusters Score -710716.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -710744.937500 Penalty: 3034.086426
	Iteration 18Q: 3 clusters Score -710744.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -710761.562500 Penalty: 3034.086426
	Iteration 19Q: 3 clusters Score -710761.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -710781.437500 Penalty: 3034.086426
	Iteration 20F: 3 clusters Score -710781.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -710793.187500 Penalty: 3034.086426
	Iteration 21Q: 3 clusters Score -710793.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -710803.687500 Penalty: 3034.086426
	Iteration 22Q: 3 clusters Score -710803.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -710811.312500 Penalty: 3034.086426
	Iteration 23Q: 3 clusters Score -710811.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -710822.000000 Penalty: 3034.086426
	Iteration 24Q: 3 clusters Score -710822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -710830.937500 Penalty: 3034.086426
	Iteration 25Q: 3 clusters Score -710830.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -710831.687500 Penalty: 3034.086426
	Iteration 26Q: 3 clusters Score -710831.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -710835.687500 Penalty: 3034.086426
	Iteration 27Q: 3 clusters Score -710835.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -710839.312500 Penalty: 3034.086426
	Iteration 28Q: 3 clusters Score -710839.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -710842.125000 Penalty: 3034.086426
	Iteration 29Q: 3 clusters Score -710842.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -710846.562500 Penalty: 3034.086426
	Iteration 30Q: 3 clusters Score -710846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -710852.125000 Penalty: 3034.086426
	Iteration 31Q: 3 clusters Score -710852.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -710853.250000 Penalty: 3034.086426
	Iteration 32Q: 3 clusters Score -710853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -710854.812500 Penalty: 3034.086426
	Iteration 33Q: 3 clusters Score -710854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -710853.875000 Penalty: 3034.086426
	Iteration 34Q: 3 clusters Score -710853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -710856.000000 Penalty: 3034.086426
	Iteration 35Q: 3 clusters Score -710856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -710855.875000 Penalty: 3034.086426
	Iteration 36Q: 3 clusters Score -710855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -710857.437500 Penalty: 3034.086426
	Iteration 37Q: 3 clusters Score -710857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -710858.312500 Penalty: 3034.086426
	Iteration 38Q: 3 clusters Score -710858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -710859.687500 Penalty: 3034.086426
	Iteration 39Q: 3 clusters Score -710859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -710859.687500 Penalty: 3034.086426
	Iteration 40F: 3 clusters Score -710859.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (140213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140213 members 
Entering Unmasked Estep 
Score: -8555814.000000 Penalty: 1925.774170
	Iteration 0F: 2 clusters Score -8555814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -8461399.000000 Penalty: 3851.548340
	Iteration 0F: 3 clusters Score -8461399 nChanged 67682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -8501960.000000 Penalty: 3851.548340
	Iteration 1F: 3 clusters Score -8501960 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -8503200.000000 Penalty: 3851.548340
	Iteration 2Q: 3 clusters Score -8503200 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -8505268.000000 Penalty: 3851.548340
	Iteration 3Q: 3 clusters Score -8505268 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -8508430.000000 Penalty: 3851.548340
	Iteration 4Q: 3 clusters Score -8508430 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -8513796.000000 Penalty: 3851.548340
	Iteration 5F: 3 clusters Score -8513796 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -8522110.000000 Penalty: 3851.548340
	Iteration 6F: 3 clusters Score -8522110 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -8532323.000000 Penalty: 3851.548340
	Iteration 7F: 3 clusters Score -8532323 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122097 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -8541106.000000 Penalty: 3851.548340
	Iteration 8F: 3 clusters Score -8541106 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127210 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -8546409.000000 Penalty: 3851.548340
	Iteration 9Q: 3 clusters Score -8546409 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130081 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -8549082.000000 Penalty: 3851.548340
	Iteration 10Q: 3 clusters Score -8549082 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131865 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -8550490.000000 Penalty: 3851.548340
	Iteration 11Q: 3 clusters Score -8550490 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133253 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -8551418.000000 Penalty: 3851.548340
	Iteration 12Q: 3 clusters Score -8551418 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134386 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -8552105.000000 Penalty: 3851.548340
	Iteration 13Q: 3 clusters Score -8552105 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135273 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -8552599.000000 Penalty: 3851.548340
	Iteration 14Q: 3 clusters Score -8552599 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135988 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -8552993.000000 Penalty: 3851.548340
	Iteration 15Q: 3 clusters Score -8552993 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8553284.000000 Penalty: 3851.548340
	Iteration 16Q: 3 clusters Score -8553284 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137013 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8553505.000000 Penalty: 3851.548340
	Iteration 17Q: 3 clusters Score -8553505 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137355 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8553685.000000 Penalty: 3851.548340
	Iteration 18Q: 3 clusters Score -8553685 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137627 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8553785.000000 Penalty: 3851.548340
	Iteration 19Q: 3 clusters Score -8553785 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137834 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8553853.000000 Penalty: 3851.548340
	Iteration 20F: 3 clusters Score -8553853 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137999 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8553922.000000 Penalty: 3851.548340
	Iteration 21Q: 3 clusters Score -8553922 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138157 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8554003.000000 Penalty: 3851.548340
	Iteration 22Q: 3 clusters Score -8554003 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138285 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8554049.000000 Penalty: 3851.548340
	Iteration 23Q: 3 clusters Score -8554049 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138399 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8554089.000000 Penalty: 3851.548340
	Iteration 24Q: 3 clusters Score -8554089 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138493 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8554133.000000 Penalty: 3851.548340
	Iteration 25Q: 3 clusters Score -8554133 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138569 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8554176.000000 Penalty: 3851.548340
	Iteration 26Q: 3 clusters Score -8554176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138636 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8554199.000000 Penalty: 3851.548340
	Iteration 27Q: 3 clusters Score -8554199 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138676 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8554216.000000 Penalty: 3851.548340
	Iteration 28Q: 3 clusters Score -8554216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138707 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8554243.000000 Penalty: 3851.548340
	Iteration 29Q: 3 clusters Score -8554243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138733 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8554258.000000 Penalty: 3851.548340
	Iteration 30Q: 3 clusters Score -8554258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138762 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8554272.000000 Penalty: 3851.548340
	Iteration 31Q: 3 clusters Score -8554272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138797 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8554307.000000 Penalty: 3851.548340
	Iteration 32Q: 3 clusters Score -8554307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138812 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8554317.000000 Penalty: 3851.548340
	Iteration 33Q: 3 clusters Score -8554317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138829 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8554329.000000 Penalty: 3851.548340
	Iteration 34Q: 3 clusters Score -8554329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138843 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8554324.000000 Penalty: 3851.548340
	Iteration 35Q: 3 clusters Score -8554324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138856 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8554342.000000 Penalty: 3851.548340
	Iteration 36Q: 3 clusters Score -8554342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138869 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8554348.000000 Penalty: 3851.548340
	Iteration 37Q: 3 clusters Score -8554348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138876 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8554354.000000 Penalty: 3851.548340
	Iteration 38Q: 3 clusters Score -8554354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138883 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8554369.000000 Penalty: 3851.548340
	Iteration 39Q: 3 clusters Score -8554369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138891 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8554377.000000 Penalty: 3851.548340
	Iteration 40F: 3 clusters Score -8554377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138897 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8554378.000000 Penalty: 3851.548340
	Iteration 41Q: 3 clusters Score -8554378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138905 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8554396.000000 Penalty: 3851.548340
	Iteration 42Q: 3 clusters Score -8554396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138919 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8554397.000000 Penalty: 3851.548340
	Iteration 43Q: 3 clusters Score -8554397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138928 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8554399.000000 Penalty: 3851.548340
	Iteration 44Q: 3 clusters Score -8554399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138932 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8554389.000000 Penalty: 3851.548340
	Iteration 45Q: 3 clusters Score -8554389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138936 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8554398.000000 Penalty: 3851.548340
	Iteration 46Q: 3 clusters Score -8554398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138941 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8554393.000000 Penalty: 3851.548340
	Iteration 47Q: 3 clusters Score -8554393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138944 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8554396.000000 Penalty: 3851.548340
	Iteration 48Q: 3 clusters Score -8554396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138947 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8554394.000000 Penalty: 3851.548340
	Iteration 49Q: 3 clusters Score -8554394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138950 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8554403.000000 Penalty: 3851.548340
	Iteration 50Q: 3 clusters Score -8554403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138958 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8554405.000000 Penalty: 3851.548340
	Iteration 51Q: 3 clusters Score -8554405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138963 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8554413.000000 Penalty: 3851.548340
	Iteration 52Q: 3 clusters Score -8554413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138966 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8554421.000000 Penalty: 3851.548340
	Iteration 53Q: 3 clusters Score -8554421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138969 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8554422.000000 Penalty: 3851.548340
	Iteration 54Q: 3 clusters Score -8554422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138973 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8554419.000000 Penalty: 3851.548340
	Iteration 55Q: 3 clusters Score -8554419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138978 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8554420.000000 Penalty: 3851.548340
	Iteration 56Q: 3 clusters Score -8554420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8554421.000000 Penalty: 3851.548340
	Iteration 57Q: 3 clusters Score -8554421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138982 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8554414.000000 Penalty: 3851.548340
	Iteration 58Q: 3 clusters Score -8554414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138987 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8554408.000000 Penalty: 3851.548340
	Iteration 59Q: 3 clusters Score -8554408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138992 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8554419.000000 Penalty: 3851.548340
	Iteration 60F: 3 clusters Score -8554419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138996 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8554411.000000 Penalty: 3851.548340
	Iteration 61Q: 3 clusters Score -8554411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138999 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8554414.000000 Penalty: 3851.548340
	Iteration 62Q: 3 clusters Score -8554414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139001 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8554409.000000 Penalty: 3851.548340
	Iteration 63Q: 3 clusters Score -8554409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139005 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8554413.000000 Penalty: 3851.548340
	Iteration 64Q: 3 clusters Score -8554413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139005 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8554413.000000 Penalty: 3851.548340
	Iteration 65Q: 3 clusters Score -8554413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139004 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8554416.000000 Penalty: 3851.548340
	Iteration 66Q: 3 clusters Score -8554416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139004 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8554414.000000 Penalty: 3851.548340
	Iteration 67Q: 3 clusters Score -8554414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139004 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8554414.000000 Penalty: 3851.548340
	Iteration 68F: 3 clusters Score -8554414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -353120.375000 Penalty: 1413.101440
	Iteration 0F: 2 clusters Score -353120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -348587.968750 Penalty: 2826.202881
	Iteration 0F: 3 clusters Score -348588 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -349897.281250 Penalty: 2826.202881
	Iteration 1F: 3 clusters Score -349897.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -350104.156250 Penalty: 2826.202881
	Iteration 2F: 3 clusters Score -350104.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -350298.593750 Penalty: 2826.202881
	Iteration 3F: 3 clusters Score -350298.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -350468.812500 Penalty: 2826.202881
	Iteration 4F: 3 clusters Score -350468.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -350591.343750 Penalty: 2826.202881
	Iteration 5Q: 3 clusters Score -350591.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -350689.093750 Penalty: 2826.202881
	Iteration 6Q: 3 clusters Score -350689.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -350769.468750 Penalty: 2826.202881
	Iteration 7Q: 3 clusters Score -350769.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -350838.312500 Penalty: 2826.202881
	Iteration 8Q: 3 clusters Score -350838.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -350905.406250 Penalty: 2826.202881
	Iteration 9Q: 3 clusters Score -350905.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -350987.906250 Penalty: 2826.202881
	Iteration 10Q: 3 clusters Score -350987.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -351083.156250 Penalty: 2826.202881
	Iteration 11Q: 3 clusters Score -351083.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -351175.875000 Penalty: 2826.202881
	Iteration 12Q: 3 clusters Score -351175.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -351296.500000 Penalty: 2826.202881
	Iteration 13Q: 3 clusters Score -351296.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -351406.531250 Penalty: 2826.202881
	Iteration 14Q: 3 clusters Score -351406.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -351502.187500 Penalty: 2826.202881
	Iteration 15Q: 3 clusters Score -351502.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -351573.468750 Penalty: 2826.202881
	Iteration 16Q: 3 clusters Score -351573.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -351625.875000 Penalty: 2826.202881
	Iteration 17Q: 3 clusters Score -351625.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -351669.093750 Penalty: 2826.202881
	Iteration 18Q: 3 clusters Score -351669.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -351716.500000 Penalty: 2826.202881
	Iteration 19Q: 3 clusters Score -351716.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -351750.312500 Penalty: 2826.202881
	Iteration 20F: 3 clusters Score -351750.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -351768.562500 Penalty: 2826.202881
	Iteration 21Q: 3 clusters Score -351768.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -351784.750000 Penalty: 2826.202881
	Iteration 22Q: 3 clusters Score -351784.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -351805.312500 Penalty: 2826.202881
	Iteration 23Q: 3 clusters Score -351805.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -351822.843750 Penalty: 2826.202881
	Iteration 24Q: 3 clusters Score -351822.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -351831.562500 Penalty: 2826.202881
	Iteration 25Q: 3 clusters Score -351831.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -351843.937500 Penalty: 2826.202881
	Iteration 26Q: 3 clusters Score -351843.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -351855.781250 Penalty: 2826.202881
	Iteration 27Q: 3 clusters Score -351855.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -351866.281250 Penalty: 2826.202881
	Iteration 28Q: 3 clusters Score -351866.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -351875.843750 Penalty: 2826.202881
	Iteration 29Q: 3 clusters Score -351875.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -351883.812500 Penalty: 2826.202881
	Iteration 30Q: 3 clusters Score -351883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -351886.562500 Penalty: 2826.202881
	Iteration 31Q: 3 clusters Score -351886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -351891.875000 Penalty: 2826.202881
	Iteration 32Q: 3 clusters Score -351891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -351894.906250 Penalty: 2826.202881
	Iteration 33Q: 3 clusters Score -351894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -351896.500000 Penalty: 2826.202881
	Iteration 34Q: 3 clusters Score -351896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -351898.375000 Penalty: 2826.202881
	Iteration 35Q: 3 clusters Score -351898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -351900.906250 Penalty: 2826.202881
	Iteration 36Q: 3 clusters Score -351900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -351902.375000 Penalty: 2826.202881
	Iteration 37Q: 3 clusters Score -351902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -351902.375000 Penalty: 2826.202881
	Iteration 38F: 3 clusters Score -351902.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Entering Unmasked Estep 
Score: -248069.312500 Penalty: 1374.299927
	Iteration 0F: 2 clusters Score -248069.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -244242.281250 Penalty: 2748.599854
	Iteration 0F: 3 clusters Score -244242.3 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -245270.625000 Penalty: 2748.599854
	Iteration 1F: 3 clusters Score -245270.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -245476.687500 Penalty: 2748.599854
	Iteration 2F: 3 clusters Score -245476.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -245621.171875 Penalty: 2748.599854
	Iteration 3F: 3 clusters Score -245621.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -245754.296875 Penalty: 2748.599854
	Iteration 4Q: 3 clusters Score -245754.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -245895.046875 Penalty: 2748.599854
	Iteration 5Q: 3 clusters Score -245895 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -246000.250000 Penalty: 2748.599854
	Iteration 6Q: 3 clusters Score -246000.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -246112.484375 Penalty: 2748.599854
	Iteration 7Q: 3 clusters Score -246112.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -246207.125000 Penalty: 2748.599854
	Iteration 8Q: 3 clusters Score -246207.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -246291.843750 Penalty: 2748.599854
	Iteration 9Q: 3 clusters Score -246291.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -246360.906250 Penalty: 2748.599854
	Iteration 10Q: 3 clusters Score -246360.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -246417.500000 Penalty: 2748.599854
	Iteration 11Q: 3 clusters Score -246417.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -246467.671875 Penalty: 2748.599854
	Iteration 12Q: 3 clusters Score -246467.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -246514.406250 Penalty: 2748.599854
	Iteration 13Q: 3 clusters Score -246514.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -246563.515625 Penalty: 2748.599854
	Iteration 14Q: 3 clusters Score -246563.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -246614.906250 Penalty: 2748.599854
	Iteration 15Q: 3 clusters Score -246614.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -246666.906250 Penalty: 2748.599854
	Iteration 16Q: 3 clusters Score -246666.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -246717.062500 Penalty: 2748.599854
	Iteration 17Q: 3 clusters Score -246717.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -246784.515625 Penalty: 2748.599854
	Iteration 18Q: 3 clusters Score -246784.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -246849.234375 Penalty: 2748.599854
	Iteration 19Q: 3 clusters Score -246849.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -246902.171875 Penalty: 2748.599854
	Iteration 20F: 3 clusters Score -246902.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -246953.890625 Penalty: 2748.599854
	Iteration 21Q: 3 clusters Score -246953.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -246994.015625 Penalty: 2748.599854
	Iteration 22Q: 3 clusters Score -246994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -247026.234375 Penalty: 2748.599854
	Iteration 23Q: 3 clusters Score -247026.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -247063.078125 Penalty: 2748.599854
	Iteration 24Q: 3 clusters Score -247063.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -247085.437500 Penalty: 2748.599854
	Iteration 25Q: 3 clusters Score -247085.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -247100.406250 Penalty: 2748.599854
	Iteration 26Q: 3 clusters Score -247100.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -247113.734375 Penalty: 2748.599854
	Iteration 27Q: 3 clusters Score -247113.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -247131.046875 Penalty: 2748.599854
	Iteration 28Q: 3 clusters Score -247131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -247141.765625 Penalty: 2748.599854
	Iteration 29Q: 3 clusters Score -247141.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -247150.765625 Penalty: 2748.599854
	Iteration 30Q: 3 clusters Score -247150.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -247156.359375 Penalty: 2748.599854
	Iteration 31Q: 3 clusters Score -247156.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -247161.562500 Penalty: 2748.599854
	Iteration 32Q: 3 clusters Score -247161.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -247166.437500 Penalty: 2748.599854
	Iteration 33Q: 3 clusters Score -247166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -247173.406250 Penalty: 2748.599854
	Iteration 34Q: 3 clusters Score -247173.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -247180.984375 Penalty: 2748.599854
	Iteration 35Q: 3 clusters Score -247181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -247190.406250 Penalty: 2748.599854
	Iteration 36Q: 3 clusters Score -247190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -247193.609375 Penalty: 2748.599854
	Iteration 37Q: 3 clusters Score -247193.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -247197.562500 Penalty: 2748.599854
	Iteration 38Q: 3 clusters Score -247197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -247200.093750 Penalty: 2748.599854
	Iteration 39Q: 3 clusters Score -247200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -247201.187500 Penalty: 2748.599854
	Iteration 40F: 3 clusters Score -247201.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Entering Unmasked Estep 
Score: -363796.687500 Penalty: 1409.667969
	Iteration 0F: 2 clusters Score -363796.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -359277.937500 Penalty: 2819.335938
	Iteration 0F: 3 clusters Score -359277.9 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -360609.750000 Penalty: 2819.335938
	Iteration 1F: 3 clusters Score -360609.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -360832.531250 Penalty: 2819.335938
	Iteration 2F: 3 clusters Score -360832.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -360991.125000 Penalty: 2819.335938
	Iteration 3F: 3 clusters Score -360991.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -361146.437500 Penalty: 2819.335938
	Iteration 4Q: 3 clusters Score -361146.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -361297.437500 Penalty: 2819.335938
	Iteration 5Q: 3 clusters Score -361297.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -361458.250000 Penalty: 2819.335938
	Iteration 6Q: 3 clusters Score -361458.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -361601.125000 Penalty: 2819.335938
	Iteration 7Q: 3 clusters Score -361601.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -361779.593750 Penalty: 2819.335938
	Iteration 8Q: 3 clusters Score -361779.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -361948.000000 Penalty: 2819.335938
	Iteration 9Q: 3 clusters Score -361948 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -362111.031250 Penalty: 2819.335938
	Iteration 10Q: 3 clusters Score -362111 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -362237.031250 Penalty: 2819.335938
	Iteration 11Q: 3 clusters Score -362237 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -362314.781250 Penalty: 2819.335938
	Iteration 12Q: 3 clusters Score -362314.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -362353.625000 Penalty: 2819.335938
	Iteration 13Q: 3 clusters Score -362353.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -362375.656250 Penalty: 2819.335938
	Iteration 14Q: 3 clusters Score -362375.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -362390.562500 Penalty: 2819.335938
	Iteration 15Q: 3 clusters Score -362390.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -362404.468750 Penalty: 2819.335938
	Iteration 16Q: 3 clusters Score -362404.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -362419.468750 Penalty: 2819.335938
	Iteration 17Q: 3 clusters Score -362419.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -362430.906250 Penalty: 2819.335938
	Iteration 18Q: 3 clusters Score -362430.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -362438.500000 Penalty: 2819.335938
	Iteration 19Q: 3 clusters Score -362438.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -362444.625000 Penalty: 2819.335938
	Iteration 20F: 3 clusters Score -362444.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -362451.125000 Penalty: 2819.335938
	Iteration 21Q: 3 clusters Score -362451.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -362460.843750 Penalty: 2819.335938
	Iteration 22Q: 3 clusters Score -362460.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -362469.937500 Penalty: 2819.335938
	Iteration 23Q: 3 clusters Score -362469.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -362480.593750 Penalty: 2819.335938
	Iteration 24Q: 3 clusters Score -362480.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -362490.562500 Penalty: 2819.335938
	Iteration 25Q: 3 clusters Score -362490.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -362498.312500 Penalty: 2819.335938
	Iteration 26Q: 3 clusters Score -362498.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -362503.812500 Penalty: 2819.335938
	Iteration 27Q: 3 clusters Score -362503.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -362507.875000 Penalty: 2819.335938
	Iteration 28Q: 3 clusters Score -362507.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -362512.312500 Penalty: 2819.335938
	Iteration 29Q: 3 clusters Score -362512.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -362515.312500 Penalty: 2819.335938
	Iteration 30Q: 3 clusters Score -362515.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -362520.468750 Penalty: 2819.335938
	Iteration 31Q: 3 clusters Score -362520.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -362528.625000 Penalty: 2819.335938
	Iteration 32Q: 3 clusters Score -362528.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -362536.031250 Penalty: 2819.335938
	Iteration 33Q: 3 clusters Score -362536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -362545.156250 Penalty: 2819.335938
	Iteration 34Q: 3 clusters Score -362545.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -362553.625000 Penalty: 2819.335938
	Iteration 35Q: 3 clusters Score -362553.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -362564.593750 Penalty: 2819.335938
	Iteration 36Q: 3 clusters Score -362564.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -362579.187500 Penalty: 2819.335938
	Iteration 37Q: 3 clusters Score -362579.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -362597.187500 Penalty: 2819.335938
	Iteration 38Q: 3 clusters Score -362597.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -362612.687500 Penalty: 2819.335938
	Iteration 39Q: 3 clusters Score -362612.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -362634.656250 Penalty: 2819.335938
	Iteration 40F: 3 clusters Score -362634.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -362652.312500 Penalty: 2819.335938
	Iteration 41Q: 3 clusters Score -362652.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -362664.718750 Penalty: 2819.335938
	Iteration 42Q: 3 clusters Score -362664.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -362674.593750 Penalty: 2819.335938
	Iteration 43Q: 3 clusters Score -362674.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -362680.375000 Penalty: 2819.335938
	Iteration 44Q: 3 clusters Score -362680.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -362683.312500 Penalty: 2819.335938
	Iteration 45Q: 3 clusters Score -362683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -362684.437500 Penalty: 2819.335938
	Iteration 46Q: 3 clusters Score -362684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -362685.000000 Penalty: 2819.335938
	Iteration 47Q: 3 clusters Score -362685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -362686.281250 Penalty: 2819.335938
	Iteration 48Q: 3 clusters Score -362686.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -362687.281250 Penalty: 2819.335938
	Iteration 49Q: 3 clusters Score -362687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -362688.437500 Penalty: 2819.335938
	Iteration 50Q: 3 clusters Score -362688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -362689.937500 Penalty: 2819.335938
	Iteration 51Q: 3 clusters Score -362689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -362690.812500 Penalty: 2819.335938
	Iteration 52Q: 3 clusters Score -362690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -362692.687500 Penalty: 2819.335938
	Iteration 53Q: 3 clusters Score -362692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -362693.656250 Penalty: 2819.335938
	Iteration 54Q: 3 clusters Score -362693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -362694.531250 Penalty: 2819.335938
	Iteration 55Q: 3 clusters Score -362694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -362694.406250 Penalty: 2819.335938
	Iteration 56Q: 3 clusters Score -362694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -362695.031250 Penalty: 2819.335938
	Iteration 57Q: 3 clusters Score -362695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -362694.937500 Penalty: 2819.335938
	Iteration 58Q: 3 clusters Score -362694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -362696.375000 Penalty: 2819.335938
	Iteration 59Q: 3 clusters Score -362696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -362696.656250 Penalty: 2819.335938
	Iteration 60F: 3 clusters Score -362696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -362699.468750 Penalty: 2819.335938
	Iteration 61Q: 3 clusters Score -362699.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -362704.937500 Penalty: 2819.335938
	Iteration 62Q: 3 clusters Score -362704.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -362710.312500 Penalty: 2819.335938
	Iteration 63Q: 3 clusters Score -362710.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -362717.312500 Penalty: 2819.335938
	Iteration 64Q: 3 clusters Score -362717.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -362730.812500 Penalty: 2819.335938
	Iteration 65Q: 3 clusters Score -362730.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -362739.218750 Penalty: 2819.335938
	Iteration 66Q: 3 clusters Score -362739.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -362743.375000 Penalty: 2819.335938
	Iteration 67Q: 3 clusters Score -362743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -362745.343750 Penalty: 2819.335938
	Iteration 68Q: 3 clusters Score -362745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -362748.250000 Penalty: 2819.335938
	Iteration 69Q: 3 clusters Score -362748.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -362753.562500 Penalty: 2819.335938
	Iteration 70Q: 3 clusters Score -362753.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -362756.625000 Penalty: 2819.335938
	Iteration 71Q: 3 clusters Score -362756.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -362761.406250 Penalty: 2819.335938
	Iteration 72Q: 3 clusters Score -362761.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -362763.718750 Penalty: 2819.335938
	Iteration 73Q: 3 clusters Score -362763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -362766.593750 Penalty: 2819.335938
	Iteration 74Q: 3 clusters Score -362766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -362768.312500 Penalty: 2819.335938
	Iteration 75Q: 3 clusters Score -362768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -362771.156250 Penalty: 2819.335938
	Iteration 76Q: 3 clusters Score -362771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -362772.593750 Penalty: 2819.335938
	Iteration 77Q: 3 clusters Score -362772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -362774.343750 Penalty: 2819.335938
	Iteration 78Q: 3 clusters Score -362774.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -362778.031250 Penalty: 2819.335938
	Iteration 79Q: 3 clusters Score -362778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -362784.750000 Penalty: 2819.335938
	Iteration 80F: 3 clusters Score -362784.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -362791.250000 Penalty: 2819.335938
	Iteration 81Q: 3 clusters Score -362791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -362795.125000 Penalty: 2819.335938
	Iteration 82Q: 3 clusters Score -362795.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -362799.875000 Penalty: 2819.335938
	Iteration 83Q: 3 clusters Score -362799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -362801.531250 Penalty: 2819.335938
	Iteration 84Q: 3 clusters Score -362801.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -362804.906250 Penalty: 2819.335938
	Iteration 85Q: 3 clusters Score -362804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -362806.343750 Penalty: 2819.335938
	Iteration 86Q: 3 clusters Score -362806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -362808.218750 Penalty: 2819.335938
	Iteration 87Q: 3 clusters Score -362808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -362811.343750 Penalty: 2819.335938
	Iteration 88Q: 3 clusters Score -362811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -362811.312500 Penalty: 2819.335938
	Iteration 89Q: 3 clusters Score -362811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -362813.562500 Penalty: 2819.335938
	Iteration 90Q: 3 clusters Score -362813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -362814.781250 Penalty: 2819.335938
	Iteration 91Q: 3 clusters Score -362814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -362817.718750 Penalty: 2819.335938
	Iteration 92Q: 3 clusters Score -362817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -362820.031250 Penalty: 2819.335938
	Iteration 93Q: 3 clusters Score -362820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -362822.687500 Penalty: 2819.335938
	Iteration 94Q: 3 clusters Score -362822.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -362828.187500 Penalty: 2819.335938
	Iteration 95Q: 3 clusters Score -362828.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -362835.031250 Penalty: 2819.335938
	Iteration 96Q: 3 clusters Score -362835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -362837.875000 Penalty: 2819.335938
	Iteration 97Q: 3 clusters Score -362837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -362839.687500 Penalty: 2819.335938
	Iteration 98Q: 3 clusters Score -362839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -362839.812500 Penalty: 2819.335938
	Iteration 99Q: 3 clusters Score -362839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -362841.750000 Penalty: 2819.335938
	Iteration 100F: 3 clusters Score -362841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -362842.625000 Penalty: 2819.335938
	Iteration 101Q: 3 clusters Score -362842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -362842.312500 Penalty: 2819.335938
	Iteration 102Q: 3 clusters Score -362842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -362842.312500 Penalty: 2819.335938
	Iteration 103F: 3 clusters Score -362842.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -177987.875000 Penalty: 1312.988159
	Iteration 0F: 2 clusters Score -177987.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -175155.546875 Penalty: 2625.976318
	Iteration 0F: 3 clusters Score -175155.5 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -176013.546875 Penalty: 2625.976318
	Iteration 1F: 3 clusters Score -176013.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -176264.187500 Penalty: 2625.976318
	Iteration 2F: 3 clusters Score -176264.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -176488.171875 Penalty: 2625.976318
	Iteration 3F: 3 clusters Score -176488.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -176710.890625 Penalty: 2625.976318
	Iteration 4F: 3 clusters Score -176710.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -176934.062500 Penalty: 2625.976318
	Iteration 5F: 3 clusters Score -176934.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -177142.000000 Penalty: 2625.976318
	Iteration 6Q: 3 clusters Score -177142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -177290.718750 Penalty: 2625.976318
	Iteration 7Q: 3 clusters Score -177290.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -177390.578125 Penalty: 2625.976318
	Iteration 8Q: 3 clusters Score -177390.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -177459.093750 Penalty: 2625.976318
	Iteration 9Q: 3 clusters Score -177459.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -177496.375000 Penalty: 2625.976318
	Iteration 10Q: 3 clusters Score -177496.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -177522.671875 Penalty: 2625.976318
	Iteration 11Q: 3 clusters Score -177522.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -177544.500000 Penalty: 2625.976318
	Iteration 12Q: 3 clusters Score -177544.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -177562.937500 Penalty: 2625.976318
	Iteration 13Q: 3 clusters Score -177562.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -177579.390625 Penalty: 2625.976318
	Iteration 14Q: 3 clusters Score -177579.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -177590.937500 Penalty: 2625.976318
	Iteration 15Q: 3 clusters Score -177590.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -177603.125000 Penalty: 2625.976318
	Iteration 16Q: 3 clusters Score -177603.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -177619.546875 Penalty: 2625.976318
	Iteration 17Q: 3 clusters Score -177619.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -177646.859375 Penalty: 2625.976318
	Iteration 18Q: 3 clusters Score -177646.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -177664.906250 Penalty: 2625.976318
	Iteration 19Q: 3 clusters Score -177664.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -177671.921875 Penalty: 2625.976318
	Iteration 20F: 3 clusters Score -177671.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -177683.015625 Penalty: 2625.976318
	Iteration 21Q: 3 clusters Score -177683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -177694.015625 Penalty: 2625.976318
	Iteration 22Q: 3 clusters Score -177694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -177701.015625 Penalty: 2625.976318
	Iteration 23Q: 3 clusters Score -177701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -177705.000000 Penalty: 2625.976318
	Iteration 24Q: 3 clusters Score -177705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -177708.562500 Penalty: 2625.976318
	Iteration 25Q: 3 clusters Score -177708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -177714.281250 Penalty: 2625.976318
	Iteration 26Q: 3 clusters Score -177714.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -177721.937500 Penalty: 2625.976318
	Iteration 27Q: 3 clusters Score -177721.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -177736.234375 Penalty: 2625.976318
	Iteration 28Q: 3 clusters Score -177736.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -177756.765625 Penalty: 2625.976318
	Iteration 29Q: 3 clusters Score -177756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -177764.171875 Penalty: 2625.976318
	Iteration 30Q: 3 clusters Score -177764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -177769.406250 Penalty: 2625.976318
	Iteration 31Q: 3 clusters Score -177769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -177773.953125 Penalty: 2625.976318
	Iteration 32Q: 3 clusters Score -177774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -177776.531250 Penalty: 2625.976318
	Iteration 33Q: 3 clusters Score -177776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -177779.281250 Penalty: 2625.976318
	Iteration 34Q: 3 clusters Score -177779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -177781.921875 Penalty: 2625.976318
	Iteration 35Q: 3 clusters Score -177781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -177783.906250 Penalty: 2625.976318
	Iteration 36Q: 3 clusters Score -177783.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -177788.281250 Penalty: 2625.976318
	Iteration 37Q: 3 clusters Score -177788.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -177790.046875 Penalty: 2625.976318
	Iteration 38Q: 3 clusters Score -177790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -177790.671875 Penalty: 2625.976318
	Iteration 39Q: 3 clusters Score -177790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -177790.671875 Penalty: 2625.976318
	Iteration 40F: 3 clusters Score -177790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -177790.906250 Penalty: 2625.976318
	Iteration 41Q: 3 clusters Score -177790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -177791.578125 Penalty: 2625.976318
	Iteration 42Q: 3 clusters Score -177791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -177793.281250 Penalty: 2625.976318
	Iteration 43Q: 3 clusters Score -177793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -177794.828125 Penalty: 2625.976318
	Iteration 44Q: 3 clusters Score -177794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -177796.265625 Penalty: 2625.976318
	Iteration 45Q: 3 clusters Score -177796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -177796.265625 Penalty: 2625.976318
	Iteration 46F: 3 clusters Score -177796.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Entering Unmasked Estep 
Score: -1368026.625000 Penalty: 1623.134155
	Iteration 0F: 2 clusters Score -1368027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1353210.625000 Penalty: 3246.268311
	Iteration 0F: 3 clusters Score -1353211 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1358784.625000 Penalty: 3246.268311
	Iteration 1F: 3 clusters Score -1358785 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1359167.250000 Penalty: 3246.268311
	Iteration 2F: 3 clusters Score -1359167 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1359597.250000 Penalty: 3246.268311
	Iteration 3Q: 3 clusters Score -1359597 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1360198.125000 Penalty: 3246.268311
	Iteration 4F: 3 clusters Score -1360198 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1361026.375000 Penalty: 3246.268311
	Iteration 5F: 3 clusters Score -1361026 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1362133.375000 Penalty: 3246.268311
	Iteration 6F: 3 clusters Score -1362133 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1363434.875000 Penalty: 3246.268311
	Iteration 7F: 3 clusters Score -1363435 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1364678.625000 Penalty: 3246.268311
	Iteration 8F: 3 clusters Score -1364679 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1365625.500000 Penalty: 3246.268311
	Iteration 9Q: 3 clusters Score -1365626 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1366127.625000 Penalty: 3246.268311
	Iteration 10Q: 3 clusters Score -1366128 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1366343.500000 Penalty: 3246.268311
	Iteration 11Q: 3 clusters Score -1366344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1366485.375000 Penalty: 3246.268311
	Iteration 12Q: 3 clusters Score -1366485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1366550.625000 Penalty: 3246.268311
	Iteration 13Q: 3 clusters Score -1366551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1366585.000000 Penalty: 3246.268311
	Iteration 14Q: 3 clusters Score -1366585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1366603.000000 Penalty: 3246.268311
	Iteration 15Q: 3 clusters Score -1366603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1366616.250000 Penalty: 3246.268311
	Iteration 16Q: 3 clusters Score -1366616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1366619.375000 Penalty: 3246.268311
	Iteration 17Q: 3 clusters Score -1366619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1366620.625000 Penalty: 3246.268311
	Iteration 18Q: 3 clusters Score -1366621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1366625.500000 Penalty: 3246.268311
	Iteration 19Q: 3 clusters Score -1366626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1366630.750000 Penalty: 3246.268311
	Iteration 20F: 3 clusters Score -1366631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1366634.875000 Penalty: 3246.268311
	Iteration 21Q: 3 clusters Score -1366635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1366634.625000 Penalty: 3246.268311
	Iteration 22Q: 3 clusters Score -1366635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1366635.750000 Penalty: 3246.268311
	Iteration 23Q: 3 clusters Score -1366636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1366636.500000 Penalty: 3246.268311
	Iteration 24Q: 3 clusters Score -1366636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1366636.500000 Penalty: 3246.268311
	Iteration 25F: 3 clusters Score -1366636 nChanged 0
--- Evaluating fit on full set of 1375465 points ---
Entering Unmasked Estep 
Score: -80964240.000000 Penalty: 52826.953125
21->24 Clusters: Score -80964240.000000, best is -80935440.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 458488 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 21863 members 
Mstep: Class 3 contains 21903 members 
Mstep: Class 4 contains 21947 members 
Mstep: Class 5 contains 21516 members 
Mstep: Class 6 contains 21927 members 
Mstep: Class 7 contains 21853 members 
Mstep: Class 8 contains 21658 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 21631 members 
Mstep: Class 11 contains 21913 members 
Mstep: Class 12 contains 21886 members 
Mstep: Class 13 contains 21762 members 
Mstep: Class 14 contains 21734 members 
Mstep: Class 15 contains 21722 members 
Mstep: Class 16 contains 21909 members 
Mstep: Class 17 contains 22143 members 
Mstep: Class 18 contains 21861 members 
Mstep: Class 19 contains 21893 members 
Mstep: Class 20 contains 21929 members 
Mstep: Class 21 contains 21814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 650.106689 but Gain 2118.296875
Score: -24965312.000000 Penalty: 42365.992188
Iteration 0F: 21 clusters Score -2.496531e+07 nChanged 432510
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 21175 members 
Mstep: Class 3 contains 25394 members 
Mstep: Class 4 contains 24279 members 
Mstep: Class 5 contains 29122 members 
Mstep: Class 6 contains 22360 members 
Mstep: Class 7 contains 26659 members 
Mstep: Class 9 contains 14961 members 
Mstep: Class 10 contains 24551 members 
Mstep: Class 11 contains 19017 members 
Mstep: Class 12 contains 20730 members 
Mstep: Class 13 contains 22212 members 
Mstep: Class 14 contains 33360 members 
Mstep: Class 15 contains 18940 members 
Mstep: Class 16 contains 23615 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 14905 members 
Mstep: Class 19 contains 22880 members 
Mstep: Class 20 contains 26457 members 
Mstep: Class 21 contains 23752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26168102.000000 Penalty: 42365.992188
Iteration 1F: 21 clusters Score -2.61681e+07 nChanged 142040
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 19996 members 
Mstep: Class 3 contains 30502 members 
Mstep: Class 4 contains 21565 members 
Mstep: Class 5 contains 31249 members 
Mstep: Class 6 contains 21941 members 
Mstep: Class 7 contains 25472 members 
Mstep: Class 9 contains 9478 members 
Mstep: Class 10 contains 30776 members 
Mstep: Class 11 contains 14964 members 
Mstep: Class 12 contains 16477 members 
Mstep: Class 13 contains 29194 members 
Mstep: Class 14 contains 43863 members 
Mstep: Class 15 contains 16193 members 
Mstep: Class 16 contains 19861 members 
Mstep: Class 17 contains 18022 members 
Mstep: Class 18 contains 10837 members 
Mstep: Class 19 contains 26112 members 
Mstep: Class 20 contains 29867 members 
Mstep: Class 21 contains 21412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26387872.000000 Penalty: 42365.992188
Iteration 2F: 21 clusters Score -2.638787e+07 nChanged 110121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 19608 members 
Mstep: Class 3 contains 32239 members 
Mstep: Class 4 contains 18713 members 
Mstep: Class 5 contains 32220 members 
Mstep: Class 6 contains 19185 members 
Mstep: Class 7 contains 23199 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 37599 members 
Mstep: Class 11 contains 12694 members 
Mstep: Class 12 contains 13657 members 
Mstep: Class 13 contains 38010 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 13386 members 
Mstep: Class 16 contains 15242 members 
Mstep: Class 17 contains 14188 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 28906 members 
Mstep: Class 20 contains 33628 members 
Mstep: Class 21 contains 17520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26505748.000000 Penalty: 42365.992188
Iteration 3F: 21 clusters Score -2.650575e+07 nChanged 83376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 18618 members 
Mstep: Class 3 contains 30818 members 
Mstep: Class 4 contains 16735 members 
Mstep: Class 5 contains 34668 members 
Mstep: Class 6 contains 15990 members 
Mstep: Class 7 contains 20807 members 
Mstep: Class 9 contains 3784 members 
Mstep: Class 10 contains 43435 members 
Mstep: Class 11 contains 11553 members 
Mstep: Class 12 contains 12726 members 
Mstep: Class 13 contains 43346 members 
Mstep: Class 14 contains 63782 members 
Mstep: Class 15 contains 11051 members 
Mstep: Class 16 contains 11020 members 
Mstep: Class 17 contains 11987 members 
Mstep: Class 18 contains 6280 members 
Mstep: Class 19 contains 30455 members 
Mstep: Class 20 contains 37735 members 
Mstep: Class 21 contains 13656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26580454.000000 Penalty: 42365.992188
Iteration 4F: 21 clusters Score -2.658045e+07 nChanged 66733
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 16569 members 
Mstep: Class 3 contains 28146 members 
Mstep: Class 4 contains 15384 members 
Mstep: Class 5 contains 37393 members 
Mstep: Class 6 contains 13100 members 
Mstep: Class 7 contains 18096 members 
Mstep: Class 9 contains 2745 members 
Mstep: Class 10 contains 48444 members 
Mstep: Class 11 contains 10700 members 
Mstep: Class 12 contains 13523 members 
Mstep: Class 13 contains 45945 members 
Mstep: Class 14 contains 73167 members 
Mstep: Class 15 contains 9538 members 
Mstep: Class 16 contains 7607 members 
Mstep: Class 17 contains 10961 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 31346 members 
Mstep: Class 20 contains 41436 members 
Mstep: Class 21 contains 10144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26638188.000000 Penalty: 42365.992188
Iteration 5F: 21 clusters Score -2.663819e+07 nChanged 56505
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 13935 members 
Mstep: Class 3 contains 24787 members 
Mstep: Class 4 contains 14536 members 
Mstep: Class 5 contains 39366 members 
Mstep: Class 6 contains 10831 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 52685 members 
Mstep: Class 11 contains 9965 members 
Mstep: Class 12 contains 15168 members 
Mstep: Class 13 contains 47055 members 
Mstep: Class 14 contains 81944 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 5159 members 
Mstep: Class 17 contains 10644 members 
Mstep: Class 18 contains 4883 members 
Mstep: Class 19 contains 32250 members 
Mstep: Class 20 contains 44321 members 
Mstep: Class 21 contains 7434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26687744.000000 Penalty: 42365.992188
Iteration 6F: 21 clusters Score -2.668774e+07 nChanged 48583
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 21201 members 
Mstep: Class 4 contains 13886 members 
Mstep: Class 5 contains 40321 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 7 contains 12454 members 
Mstep: Class 9 contains 2148 members 
Mstep: Class 10 contains 55969 members 
Mstep: Class 11 contains 9239 members 
Mstep: Class 12 contains 16758 members 
Mstep: Class 13 contains 47320 members 
Mstep: Class 14 contains 89783 members 
Mstep: Class 15 contains 8369 members 
Mstep: Class 16 contains 3457 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 34004 members 
Mstep: Class 20 contains 46189 members 
Mstep: Class 21 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26728574.000000 Penalty: 42365.992188
Iteration 7F: 21 clusters Score -2.672857e+07 nChanged 40851
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 9916 members 
Mstep: Class 3 contains 17762 members 
Mstep: Class 4 contains 13311 members 
Mstep: Class 5 contains 40380 members 
Mstep: Class 6 contains 8111 members 
Mstep: Class 7 contains 10187 members 
Mstep: Class 9 contains 2121 members 
Mstep: Class 10 contains 58562 members 
Mstep: Class 11 contains 8473 members 
Mstep: Class 12 contains 17877 members 
Mstep: Class 13 contains 47061 members 
Mstep: Class 14 contains 96704 members 
Mstep: Class 15 contains 8176 members 
Mstep: Class 16 contains 2367 members 
Mstep: Class 17 contains 10846 members 
Mstep: Class 18 contains 4094 members 
Mstep: Class 19 contains 35920 members 
Mstep: Class 20 contains 46987 members 
Mstep: Class 21 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26758434.000000 Penalty: 42365.992188
Iteration 8F: 21 clusters Score -2.675843e+07 nChanged 34363
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 9031 members 
Mstep: Class 3 contains 14724 members 
Mstep: Class 4 contains 12558 members 
Mstep: Class 5 contains 39896 members 
Mstep: Class 6 contains 7516 members 
Mstep: Class 7 contains 8682 members 
Mstep: Class 9 contains 2189 members 
Mstep: Class 10 contains 60688 members 
Mstep: Class 11 contains 7724 members 
Mstep: Class 12 contains 18556 members 
Mstep: Class 13 contains 46546 members 
Mstep: Class 14 contains 102851 members 
Mstep: Class 15 contains 8069 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 11264 members 
Mstep: Class 18 contains 3897 members 
Mstep: Class 19 contains 37447 members 
Mstep: Class 20 contains 47115 members 
Mstep: Class 21 contains 4806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1763.445312 but Gain 2118.300781
Score: -26780876.000000 Penalty: 40247.691406
Iteration 9F: 20 clusters Score -2.678088e+07 nChanged 29872
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 8641 members 
Mstep: Class 3 contains 12322 members 
Mstep: Class 4 contains 11772 members 
Mstep: Class 5 contains 39154 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 7715 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 62327 members 
Mstep: Class 11 contains 7089 members 
Mstep: Class 12 contains 19072 members 
Mstep: Class 13 contains 45939 members 
Mstep: Class 14 contains 108887 members 
Mstep: Class 15 contains 7994 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 38743 members 
Mstep: Class 20 contains 46766 members 
Mstep: Class 21 contains 4690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26799422.000000 Penalty: 40247.691406
Iteration 10F: 20 clusters Score -2.679942e+07 nChanged 24254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 8328 members 
Mstep: Class 3 contains 10304 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 38142 members 
Mstep: Class 6 contains 7320 members 
Mstep: Class 7 contains 7164 members 
Mstep: Class 9 contains 2459 members 
Mstep: Class 10 contains 63674 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 19364 members 
Mstep: Class 13 contains 45338 members 
Mstep: Class 14 contains 113879 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 17 contains 12147 members 
Mstep: Class 18 contains 4045 members 
Mstep: Class 19 contains 39532 members 
Mstep: Class 20 contains 46005 members 
Mstep: Class 21 contains 4637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26811350.000000 Penalty: 40247.691406
Iteration 11F: 20 clusters Score -2.681135e+07 nChanged 20903
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 10089 members 
Mstep: Class 5 contains 36962 members 
Mstep: Class 6 contains 7399 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 64494 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 19542 members 
Mstep: Class 13 contains 44831 members 
Mstep: Class 14 contains 118625 members 
Mstep: Class 15 contains 7845 members 
Mstep: Class 17 contains 12417 members 
Mstep: Class 18 contains 4069 members 
Mstep: Class 19 contains 40206 members 
Mstep: Class 20 contains 45117 members 
Mstep: Class 21 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26821682.000000 Penalty: 40247.691406
Iteration 12Q: 20 clusters Score -2.682168e+07 nChanged 18934
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7910 members 
Mstep: Class 3 contains 7600 members 
Mstep: Class 4 contains 9321 members 
Mstep: Class 5 contains 35710 members 
Mstep: Class 6 contains 7473 members 
Mstep: Class 7 contains 7026 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 64927 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 19594 members 
Mstep: Class 13 contains 44489 members 
Mstep: Class 14 contains 123064 members 
Mstep: Class 15 contains 7802 members 
Mstep: Class 17 contains 12612 members 
Mstep: Class 18 contains 4093 members 
Mstep: Class 19 contains 40865 members 
Mstep: Class 20 contains 44209 members 
Mstep: Class 21 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26831288.000000 Penalty: 40247.691406
Iteration 13Q: 20 clusters Score -2.683129e+07 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7773 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 8602 members 
Mstep: Class 5 contains 34713 members 
Mstep: Class 6 contains 7530 members 
Mstep: Class 7 contains 7193 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 64940 members 
Mstep: Class 11 contains 5109 members 
Mstep: Class 12 contains 19581 members 
Mstep: Class 13 contains 44185 members 
Mstep: Class 14 contains 127349 members 
Mstep: Class 15 contains 7759 members 
Mstep: Class 17 contains 12776 members 
Mstep: Class 18 contains 4076 members 
Mstep: Class 19 contains 41500 members 
Mstep: Class 20 contains 43132 members 
Mstep: Class 21 contains 4562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26840426.000000 Penalty: 40247.691406
Iteration 14Q: 20 clusters Score -2.684043e+07 nChanged 16554
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7656 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 7946 members 
Mstep: Class 5 contains 34228 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 7437 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 64580 members 
Mstep: Class 11 contains 4637 members 
Mstep: Class 12 contains 19454 members 
Mstep: Class 13 contains 43845 members 
Mstep: Class 14 contains 131518 members 
Mstep: Class 15 contains 7696 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 4042 members 
Mstep: Class 19 contains 42157 members 
Mstep: Class 20 contains 41830 members 
Mstep: Class 21 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26848846.000000 Penalty: 40247.691406
Iteration 15Q: 20 clusters Score -2.684885e+07 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7542 members 
Mstep: Class 3 contains 5371 members 
Mstep: Class 4 contains 7354 members 
Mstep: Class 5 contains 34075 members 
Mstep: Class 6 contains 7722 members 
Mstep: Class 7 contains 7712 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 63914 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 19193 members 
Mstep: Class 13 contains 43493 members 
Mstep: Class 14 contains 135513 members 
Mstep: Class 15 contains 7644 members 
Mstep: Class 17 contains 12911 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 42830 members 
Mstep: Class 20 contains 40422 members 
Mstep: Class 21 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26856672.000000 Penalty: 40247.691406
Iteration 16Q: 20 clusters Score -2.685667e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 6800 members 
Mstep: Class 5 contains 34149 members 
Mstep: Class 6 contains 7784 members 
Mstep: Class 7 contains 7983 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 63241 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 18887 members 
Mstep: Class 13 contains 43099 members 
Mstep: Class 14 contains 139138 members 
Mstep: Class 15 contains 7574 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 3991 members 
Mstep: Class 19 contains 43537 members 
Mstep: Class 20 contains 38933 members 
Mstep: Class 21 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26863998.000000 Penalty: 40247.691406
Iteration 17Q: 20 clusters Score -2.6864e+07 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 34304 members 
Mstep: Class 6 contains 7806 members 
Mstep: Class 7 contains 8273 members 
Mstep: Class 9 contains 4330 members 
Mstep: Class 10 contains 62992 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 18588 members 
Mstep: Class 13 contains 42697 members 
Mstep: Class 14 contains 142089 members 
Mstep: Class 15 contains 7489 members 
Mstep: Class 17 contains 12750 members 
Mstep: Class 18 contains 3929 members 
Mstep: Class 19 contains 44330 members 
Mstep: Class 20 contains 37391 members 
Mstep: Class 21 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26869970.000000 Penalty: 40247.691406
Iteration 18Q: 20 clusters Score -2.686997e+07 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 34481 members 
Mstep: Class 6 contains 7835 members 
Mstep: Class 7 contains 8558 members 
Mstep: Class 9 contains 4516 members 
Mstep: Class 10 contains 63194 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 18353 members 
Mstep: Class 13 contains 42263 members 
Mstep: Class 14 contains 144288 members 
Mstep: Class 15 contains 7401 members 
Mstep: Class 17 contains 12583 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 45105 members 
Mstep: Class 20 contains 35829 members 
Mstep: Class 21 contains 4402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26874262.000000 Penalty: 40247.691406
Iteration 19Q: 20 clusters Score -2.687426e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 5317 members 
Mstep: Class 5 contains 34634 members 
Mstep: Class 6 contains 7908 members 
Mstep: Class 7 contains 8803 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 63625 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 18147 members 
Mstep: Class 13 contains 41883 members 
Mstep: Class 14 contains 145875 members 
Mstep: Class 15 contains 7340 members 
Mstep: Class 17 contains 12454 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 45838 members 
Mstep: Class 20 contains 34357 members 
Mstep: Class 21 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26878020.000000 Penalty: 40247.691406
Iteration 20F: 20 clusters Score -2.687802e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7383 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 34809 members 
Mstep: Class 6 contains 7991 members 
Mstep: Class 7 contains 9048 members 
Mstep: Class 9 contains 4875 members 
Mstep: Class 10 contains 64252 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 17967 members 
Mstep: Class 13 contains 41442 members 
Mstep: Class 14 contains 147026 members 
Mstep: Class 15 contains 7295 members 
Mstep: Class 17 contains 12334 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 46492 members 
Mstep: Class 20 contains 32793 members 
Mstep: Class 21 contains 4351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26880990.000000 Penalty: 40247.691406
Iteration 21Q: 20 clusters Score -2.688099e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 5647 members 
Mstep: Class 4 contains 4621 members 
Mstep: Class 5 contains 34928 members 
Mstep: Class 6 contains 8061 members 
Mstep: Class 7 contains 9250 members 
Mstep: Class 9 contains 5073 members 
Mstep: Class 10 contains 64959 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 17848 members 
Mstep: Class 13 contains 40985 members 
Mstep: Class 14 contains 147835 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 17 contains 12262 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 47080 members 
Mstep: Class 20 contains 31240 members 
Mstep: Class 21 contains 4327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2042.717529 but Gain 2118.300781
Score: -26883822.000000 Penalty: 38129.390625
Iteration 22Q: 19 clusters Score -2.688382e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7475 members 
Mstep: Class 3 contains 6255 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 36009 members 
Mstep: Class 6 contains 8146 members 
Mstep: Class 7 contains 9454 members 
Mstep: Class 9 contains 5234 members 
Mstep: Class 10 contains 65717 members 
Mstep: Class 12 contains 17784 members 
Mstep: Class 13 contains 40541 members 
Mstep: Class 14 contains 148966 members 
Mstep: Class 15 contains 7243 members 
Mstep: Class 17 contains 12207 members 
Mstep: Class 18 contains 3815 members 
Mstep: Class 19 contains 47581 members 
Mstep: Class 20 contains 29650 members 
Mstep: Class 21 contains 4299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26888306.000000 Penalty: 38129.390625
Iteration 23Q: 19 clusters Score -2.688831e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 7012 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 35973 members 
Mstep: Class 6 contains 8222 members 
Mstep: Class 7 contains 9582 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 66516 members 
Mstep: Class 12 contains 17702 members 
Mstep: Class 13 contains 40045 members 
Mstep: Class 14 contains 149195 members 
Mstep: Class 15 contains 7233 members 
Mstep: Class 17 contains 12172 members 
Mstep: Class 18 contains 3809 members 
Mstep: Class 19 contains 48118 members 
Mstep: Class 20 contains 28076 members 
Mstep: Class 21 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26890646.000000 Penalty: 38129.390625
Iteration 24Q: 19 clusters Score -2.689065e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7545 members 
Mstep: Class 3 contains 7822 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 35865 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 9702 members 
Mstep: Class 9 contains 5541 members 
Mstep: Class 10 contains 67448 members 
Mstep: Class 12 contains 17641 members 
Mstep: Class 13 contains 39619 members 
Mstep: Class 14 contains 149184 members 
Mstep: Class 15 contains 7225 members 
Mstep: Class 17 contains 12164 members 
Mstep: Class 18 contains 3812 members 
Mstep: Class 19 contains 48605 members 
Mstep: Class 20 contains 26515 members 
Mstep: Class 21 contains 4256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26892452.000000 Penalty: 38129.390625
Iteration 25Q: 19 clusters Score -2.689245e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7543 members 
Mstep: Class 3 contains 8674 members 
Mstep: Class 4 contains 3880 members 
Mstep: Class 5 contains 35737 members 
Mstep: Class 6 contains 8380 members 
Mstep: Class 7 contains 9826 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 68407 members 
Mstep: Class 12 contains 17565 members 
Mstep: Class 13 contains 39215 members 
Mstep: Class 14 contains 148960 members 
Mstep: Class 15 contains 7226 members 
Mstep: Class 17 contains 12171 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 49099 members 
Mstep: Class 20 contains 24999 members 
Mstep: Class 21 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26894174.000000 Penalty: 38129.390625
Iteration 26Q: 19 clusters Score -2.689417e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7527 members 
Mstep: Class 3 contains 9489 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 35591 members 
Mstep: Class 6 contains 8465 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 9 contains 5942 members 
Mstep: Class 10 contains 69420 members 
Mstep: Class 12 contains 17496 members 
Mstep: Class 13 contains 38863 members 
Mstep: Class 14 contains 148501 members 
Mstep: Class 15 contains 7234 members 
Mstep: Class 17 contains 12216 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 49518 members 
Mstep: Class 20 contains 23569 members 
Mstep: Class 21 contains 4224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26895710.000000 Penalty: 38129.390625
Iteration 27Q: 19 clusters Score -2.689571e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7510 members 
Mstep: Class 3 contains 10217 members 
Mstep: Class 4 contains 3752 members 
Mstep: Class 5 contains 35430 members 
Mstep: Class 6 contains 8557 members 
Mstep: Class 7 contains 10096 members 
Mstep: Class 9 contains 6194 members 
Mstep: Class 10 contains 70417 members 
Mstep: Class 12 contains 17359 members 
Mstep: Class 13 contains 38572 members 
Mstep: Class 14 contains 147947 members 
Mstep: Class 15 contains 7235 members 
Mstep: Class 17 contains 12238 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 50007 members 
Mstep: Class 20 contains 22239 members 
Mstep: Class 21 contains 4228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26896880.000000 Penalty: 38129.390625
Iteration 28Q: 19 clusters Score -2.689688e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 10787 members 
Mstep: Class 4 contains 3719 members 
Mstep: Class 5 contains 35262 members 
Mstep: Class 6 contains 8638 members 
Mstep: Class 7 contains 10241 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 71467 members 
Mstep: Class 12 contains 17217 members 
Mstep: Class 13 contains 38320 members 
Mstep: Class 14 contains 147196 members 
Mstep: Class 15 contains 7242 members 
Mstep: Class 17 contains 12261 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 50533 members 
Mstep: Class 20 contains 21061 members 
Mstep: Class 21 contains 4228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26898268.000000 Penalty: 38129.390625
Iteration 29Q: 19 clusters Score -2.689827e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7516 members 
Mstep: Class 3 contains 11228 members 
Mstep: Class 4 contains 3708 members 
Mstep: Class 5 contains 35091 members 
Mstep: Class 6 contains 8706 members 
Mstep: Class 7 contains 10401 members 
Mstep: Class 9 contains 6741 members 
Mstep: Class 10 contains 72537 members 
Mstep: Class 12 contains 17110 members 
Mstep: Class 13 contains 38092 members 
Mstep: Class 14 contains 146318 members 
Mstep: Class 15 contains 7246 members 
Mstep: Class 17 contains 12297 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 51084 members 
Mstep: Class 20 contains 19986 members 
Mstep: Class 21 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26899270.000000 Penalty: 38129.390625
Iteration 30Q: 19 clusters Score -2.689927e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7538 members 
Mstep: Class 3 contains 11571 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 34939 members 
Mstep: Class 6 contains 8758 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 9 contains 6973 members 
Mstep: Class 10 contains 73639 members 
Mstep: Class 12 contains 17040 members 
Mstep: Class 13 contains 37871 members 
Mstep: Class 14 contains 145306 members 
Mstep: Class 15 contains 7244 members 
Mstep: Class 17 contains 12342 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 51675 members 
Mstep: Class 20 contains 19009 members 
Mstep: Class 21 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26900380.000000 Penalty: 38129.390625
Iteration 31Q: 19 clusters Score -2.690038e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7544 members 
Mstep: Class 3 contains 11791 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 34791 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 10629 members 
Mstep: Class 9 contains 7203 members 
Mstep: Class 10 contains 74724 members 
Mstep: Class 12 contains 16961 members 
Mstep: Class 13 contains 37698 members 
Mstep: Class 14 contains 144204 members 
Mstep: Class 15 contains 7240 members 
Mstep: Class 17 contains 12405 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 52310 members 
Mstep: Class 20 contains 18148 members 
Mstep: Class 21 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26901204.000000 Penalty: 38129.390625
Iteration 32Q: 19 clusters Score -2.69012e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7557 members 
Mstep: Class 3 contains 11948 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 34626 members 
Mstep: Class 6 contains 8883 members 
Mstep: Class 7 contains 10719 members 
Mstep: Class 9 contains 7425 members 
Mstep: Class 10 contains 75814 members 
Mstep: Class 12 contains 16886 members 
Mstep: Class 13 contains 37545 members 
Mstep: Class 14 contains 142985 members 
Mstep: Class 15 contains 7236 members 
Mstep: Class 17 contains 12469 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 52995 members 
Mstep: Class 20 contains 17396 members 
Mstep: Class 21 contains 4281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26902066.000000 Penalty: 38129.390625
Iteration 33Q: 19 clusters Score -2.690207e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7563 members 
Mstep: Class 3 contains 12071 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 34452 members 
Mstep: Class 6 contains 8943 members 
Mstep: Class 7 contains 10775 members 
Mstep: Class 9 contains 7650 members 
Mstep: Class 10 contains 76942 members 
Mstep: Class 12 contains 16798 members 
Mstep: Class 13 contains 37408 members 
Mstep: Class 14 contains 141721 members 
Mstep: Class 15 contains 7236 members 
Mstep: Class 17 contains 12550 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 53681 members 
Mstep: Class 20 contains 16714 members 
Mstep: Class 21 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26902858.000000 Penalty: 38129.390625
Iteration 34Q: 19 clusters Score -2.690286e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7572 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 3980 members 
Mstep: Class 5 contains 34294 members 
Mstep: Class 6 contains 9007 members 
Mstep: Class 7 contains 10843 members 
Mstep: Class 9 contains 7819 members 
Mstep: Class 10 contains 78050 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 37291 members 
Mstep: Class 14 contains 140300 members 
Mstep: Class 15 contains 7233 members 
Mstep: Class 17 contains 12637 members 
Mstep: Class 18 contains 3761 members 
Mstep: Class 19 contains 54428 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 4332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26903534.000000 Penalty: 38129.390625
Iteration 35Q: 19 clusters Score -2.690353e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7586 members 
Mstep: Class 3 contains 12282 members 
Mstep: Class 4 contains 4078 members 
Mstep: Class 5 contains 34149 members 
Mstep: Class 6 contains 9065 members 
Mstep: Class 7 contains 10889 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 79111 members 
Mstep: Class 12 contains 16681 members 
Mstep: Class 13 contains 37182 members 
Mstep: Class 14 contains 138790 members 
Mstep: Class 15 contains 7228 members 
Mstep: Class 17 contains 12733 members 
Mstep: Class 18 contains 3749 members 
Mstep: Class 19 contains 55240 members 
Mstep: Class 20 contains 15538 members 
Mstep: Class 21 contains 4354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26904262.000000 Penalty: 38129.390625
Iteration 36Q: 19 clusters Score -2.690426e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7595 members 
Mstep: Class 3 contains 12378 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 33983 members 
Mstep: Class 6 contains 9111 members 
Mstep: Class 7 contains 10933 members 
Mstep: Class 9 contains 8159 members 
Mstep: Class 10 contains 80132 members 
Mstep: Class 12 contains 16635 members 
Mstep: Class 13 contains 37086 members 
Mstep: Class 14 contains 137097 members 
Mstep: Class 15 contains 7219 members 
Mstep: Class 17 contains 12833 members 
Mstep: Class 18 contains 3717 members 
Mstep: Class 19 contains 56220 members 
Mstep: Class 20 contains 15044 members 
Mstep: Class 21 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26905178.000000 Penalty: 38129.390625
Iteration 37Q: 19 clusters Score -2.690518e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7602 members 
Mstep: Class 3 contains 12482 members 
Mstep: Class 4 contains 4384 members 
Mstep: Class 5 contains 33818 members 
Mstep: Class 6 contains 9163 members 
Mstep: Class 7 contains 10971 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 81235 members 
Mstep: Class 12 contains 16545 members 
Mstep: Class 13 contains 36984 members 
Mstep: Class 14 contains 135134 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 17 contains 12936 members 
Mstep: Class 18 contains 3704 members 
Mstep: Class 19 contains 57361 members 
Mstep: Class 20 contains 14560 members 
Mstep: Class 21 contains 4393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26906364.000000 Penalty: 38129.390625
Iteration 38Q: 19 clusters Score -2.690636e+07 nChanged 4731
Entering ConstructFrom: 
Score: -26906364.000000 Penalty: 38129.390625
Entering ConstructFrom: 
Trying to split cluster 1 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -96593.257812 Penalty: 1197.355225
	Iteration 0F: 2 clusters Score -96593.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -94769.937500 Penalty: 2394.710449
	Iteration 0F: 3 clusters Score -94769.94 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -95121.726562 Penalty: 2394.710449
	Iteration 1F: 3 clusters Score -95121.73 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -95206.554688 Penalty: 2394.710449
	Iteration 2F: 3 clusters Score -95206.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -95246.460938 Penalty: 2394.710449
	Iteration 3Q: 3 clusters Score -95246.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -95276.734375 Penalty: 2394.710449
	Iteration 4Q: 3 clusters Score -95276.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -95296.117188 Penalty: 2394.710449
	Iteration 5Q: 3 clusters Score -95296.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -95311.539062 Penalty: 2394.710449
	Iteration 6Q: 3 clusters Score -95311.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -95325.265625 Penalty: 2394.710449
	Iteration 7Q: 3 clusters Score -95325.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -95338.242188 Penalty: 2394.710449
	Iteration 8Q: 3 clusters Score -95338.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -95350.210938 Penalty: 2394.710449
	Iteration 9Q: 3 clusters Score -95350.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -95358.289062 Penalty: 2394.710449
	Iteration 10Q: 3 clusters Score -95358.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -95368.664062 Penalty: 2394.710449
	Iteration 11Q: 3 clusters Score -95368.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -95378.289062 Penalty: 2394.710449
	Iteration 12Q: 3 clusters Score -95378.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -95385.039062 Penalty: 2394.710449
	Iteration 13Q: 3 clusters Score -95385.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -95391.078125 Penalty: 2394.710449
	Iteration 14Q: 3 clusters Score -95391.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -95394.492188 Penalty: 2394.710449
	Iteration 15Q: 3 clusters Score -95394.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -95395.687500 Penalty: 2394.710449
	Iteration 16Q: 3 clusters Score -95395.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -95398.132812 Penalty: 2394.710449
	Iteration 17Q: 3 clusters Score -95398.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -95400.390625 Penalty: 2394.710449
	Iteration 18Q: 3 clusters Score -95400.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -95404.031250 Penalty: 2394.710449
	Iteration 19Q: 3 clusters Score -95404.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -95407.195312 Penalty: 2394.710449
	Iteration 20F: 3 clusters Score -95407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -95408.531250 Penalty: 2394.710449
	Iteration 21Q: 3 clusters Score -95408.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -95409.710938 Penalty: 2394.710449
	Iteration 22Q: 3 clusters Score -95409.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -95409.843750 Penalty: 2394.710449
	Iteration 23Q: 3 clusters Score -95409.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -95409.843750 Penalty: 2394.710449
	Iteration 24F: 3 clusters Score -95409.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -394876.281250 Penalty: 1452.447388
	Iteration 0F: 2 clusters Score -394876.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -389366.468750 Penalty: 2904.894775
	Iteration 0F: 3 clusters Score -389366.5 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -391636.187500 Penalty: 2904.894775
	Iteration 1F: 3 clusters Score -391636.2 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -392751.062500 Penalty: 2904.894775
	Iteration 2F: 3 clusters Score -392751.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -393831.031250 Penalty: 2904.894775
	Iteration 3F: 3 clusters Score -393831 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -394411.062500 Penalty: 2904.894775
	Iteration 4F: 3 clusters Score -394411.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -394717.343750 Penalty: 2904.894775
	Iteration 5F: 3 clusters Score -394717.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -394877.000000 Penalty: 2904.894775
	Iteration 6Q: 3 clusters Score -394877 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -395001.062500 Penalty: 2904.894775
	Iteration 7Q: 3 clusters Score -395001.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -395088.968750 Penalty: 2904.894775
	Iteration 8Q: 3 clusters Score -395089 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -395165.281250 Penalty: 2904.894775
	Iteration 9Q: 3 clusters Score -395165.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -395232.937500 Penalty: 2904.894775
	Iteration 10Q: 3 clusters Score -395232.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -395292.906250 Penalty: 2904.894775
	Iteration 11Q: 3 clusters Score -395292.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -395350.156250 Penalty: 2904.894775
	Iteration 12Q: 3 clusters Score -395350.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -395413.375000 Penalty: 2904.894775
	Iteration 13Q: 3 clusters Score -395413.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -395490.750000 Penalty: 2904.894775
	Iteration 14Q: 3 clusters Score -395490.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -395578.343750 Penalty: 2904.894775
	Iteration 15Q: 3 clusters Score -395578.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -395654.125000 Penalty: 2904.894775
	Iteration 16Q: 3 clusters Score -395654.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -395741.031250 Penalty: 2904.894775
	Iteration 17Q: 3 clusters Score -395741 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -395819.000000 Penalty: 2904.894775
	Iteration 18Q: 3 clusters Score -395819 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -395895.593750 Penalty: 2904.894775
	Iteration 19Q: 3 clusters Score -395895.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -395953.375000 Penalty: 2904.894775
	Iteration 20F: 3 clusters Score -395953.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -395991.250000 Penalty: 2904.894775
	Iteration 21Q: 3 clusters Score -395991.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -396020.937500 Penalty: 2904.894775
	Iteration 22Q: 3 clusters Score -396020.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -396052.500000 Penalty: 2904.894775
	Iteration 23Q: 3 clusters Score -396052.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -396079.968750 Penalty: 2904.894775
	Iteration 24Q: 3 clusters Score -396080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -396114.468750 Penalty: 2904.894775
	Iteration 25Q: 3 clusters Score -396114.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -396149.625000 Penalty: 2904.894775
	Iteration 26Q: 3 clusters Score -396149.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -396192.343750 Penalty: 2904.894775
	Iteration 27Q: 3 clusters Score -396192.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -396239.437500 Penalty: 2904.894775
	Iteration 28Q: 3 clusters Score -396239.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -396290.312500 Penalty: 2904.894775
	Iteration 29Q: 3 clusters Score -396290.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -396331.687500 Penalty: 2904.894775
	Iteration 30Q: 3 clusters Score -396331.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -396366.843750 Penalty: 2904.894775
	Iteration 31Q: 3 clusters Score -396366.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -396389.656250 Penalty: 2904.894775
	Iteration 32Q: 3 clusters Score -396389.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -396403.062500 Penalty: 2904.894775
	Iteration 33Q: 3 clusters Score -396403.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -396415.250000 Penalty: 2904.894775
	Iteration 34Q: 3 clusters Score -396415.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -396427.031250 Penalty: 2904.894775
	Iteration 35Q: 3 clusters Score -396427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -396437.468750 Penalty: 2904.894775
	Iteration 36Q: 3 clusters Score -396437.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -396443.093750 Penalty: 2904.894775
	Iteration 37Q: 3 clusters Score -396443.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -396449.406250 Penalty: 2904.894775
	Iteration 38Q: 3 clusters Score -396449.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -396454.906250 Penalty: 2904.894775
	Iteration 39Q: 3 clusters Score -396454.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -396457.031250 Penalty: 2904.894775
	Iteration 40F: 3 clusters Score -396457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -396460.468750 Penalty: 2904.894775
	Iteration 41Q: 3 clusters Score -396460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -396461.937500 Penalty: 2904.894775
	Iteration 42Q: 3 clusters Score -396461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -396464.093750 Penalty: 2904.894775
	Iteration 43Q: 3 clusters Score -396464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -396464.125000 Penalty: 2904.894775
	Iteration 44Q: 3 clusters Score -396464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -396465.250000 Penalty: 2904.894775
	Iteration 45Q: 3 clusters Score -396465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -396467.750000 Penalty: 2904.894775
	Iteration 46Q: 3 clusters Score -396467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -396467.281250 Penalty: 2904.894775
	Iteration 47Q: 3 clusters Score -396467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -396467.250000 Penalty: 2904.894775
	Iteration 48Q: 3 clusters Score -396467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -396467.687500 Penalty: 2904.894775
	Iteration 49Q: 3 clusters Score -396467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -396468.593750 Penalty: 2904.894775
	Iteration 50Q: 3 clusters Score -396468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -396468.937500 Penalty: 2904.894775
	Iteration 51Q: 3 clusters Score -396468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -396469.406250 Penalty: 2904.894775
	Iteration 52Q: 3 clusters Score -396469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -396470.187500 Penalty: 2904.894775
	Iteration 53Q: 3 clusters Score -396470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -396470.375000 Penalty: 2904.894775
	Iteration 54Q: 3 clusters Score -396470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -396470.218750 Penalty: 2904.894775
	Iteration 55Q: 3 clusters Score -396470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -396470.218750 Penalty: 2904.894775
	Iteration 56F: 3 clusters Score -396470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 12542 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 33629 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 8490 members 
Mstep: Class 10 contains 82368 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 36873 members 
Mstep: Class 14 contains 132987 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 17 contains 13052 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 58640 members 
Mstep: Class 20 contains 14140 members 
Mstep: Class 21 contains 4415 members 
Entering Unmasked Estep 
Score: -26907828.000000 Penalty: 40247.691406
Splitting cluster 2 changes total score from -26906364.000000 to -26907828.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (12542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Entering Unmasked Estep 
Score: -792557.250000 Penalty: 1533.486206
	Iteration 0F: 2 clusters Score -792557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -783754.187500 Penalty: 3066.972412
	Iteration 0F: 3 clusters Score -783754.2 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -786775.375000 Penalty: 3066.972412
	Iteration 1F: 3 clusters Score -786775.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -787114.125000 Penalty: 3066.972412
	Iteration 2F: 3 clusters Score -787114.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -787403.875000 Penalty: 3066.972412
	Iteration 3F: 3 clusters Score -787403.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -787665.000000 Penalty: 3066.972412
	Iteration 4Q: 3 clusters Score -787665 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -787916.062500 Penalty: 3066.972412
	Iteration 5Q: 3 clusters Score -787916.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -788157.437500 Penalty: 3066.972412
	Iteration 6Q: 3 clusters Score -788157.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -788463.000000 Penalty: 3066.972412
	Iteration 7Q: 3 clusters Score -788463 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -788828.312500 Penalty: 3066.972412
	Iteration 8Q: 3 clusters Score -788828.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -789279.687500 Penalty: 3066.972412
	Iteration 9F: 3 clusters Score -789279.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -789671.500000 Penalty: 3066.972412
	Iteration 10Q: 3 clusters Score -789671.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -789973.250000 Penalty: 3066.972412
	Iteration 11Q: 3 clusters Score -789973.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -790200.312500 Penalty: 3066.972412
	Iteration 12Q: 3 clusters Score -790200.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -790343.312500 Penalty: 3066.972412
	Iteration 13Q: 3 clusters Score -790343.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -790451.125000 Penalty: 3066.972412
	Iteration 14Q: 3 clusters Score -790451.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -790560.875000 Penalty: 3066.972412
	Iteration 15Q: 3 clusters Score -790560.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -790646.062500 Penalty: 3066.972412
	Iteration 16Q: 3 clusters Score -790646.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -790725.750000 Penalty: 3066.972412
	Iteration 17Q: 3 clusters Score -790725.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -790794.625000 Penalty: 3066.972412
	Iteration 18Q: 3 clusters Score -790794.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -790872.500000 Penalty: 3066.972412
	Iteration 19Q: 3 clusters Score -790872.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -790938.187500 Penalty: 3066.972412
	Iteration 20F: 3 clusters Score -790938.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -790989.562500 Penalty: 3066.972412
	Iteration 21Q: 3 clusters Score -790989.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -791048.937500 Penalty: 3066.972412
	Iteration 22Q: 3 clusters Score -791048.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -791104.000000 Penalty: 3066.972412
	Iteration 23Q: 3 clusters Score -791104 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -791168.062500 Penalty: 3066.972412
	Iteration 24Q: 3 clusters Score -791168.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -791228.562500 Penalty: 3066.972412
	Iteration 25Q: 3 clusters Score -791228.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -791289.687500 Penalty: 3066.972412
	Iteration 26Q: 3 clusters Score -791289.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -791350.375000 Penalty: 3066.972412
	Iteration 27Q: 3 clusters Score -791350.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -791400.875000 Penalty: 3066.972412
	Iteration 28Q: 3 clusters Score -791400.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -791439.000000 Penalty: 3066.972412
	Iteration 29Q: 3 clusters Score -791439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -791466.437500 Penalty: 3066.972412
	Iteration 30Q: 3 clusters Score -791466.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -791493.687500 Penalty: 3066.972412
	Iteration 31Q: 3 clusters Score -791493.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -791512.562500 Penalty: 3066.972412
	Iteration 32Q: 3 clusters Score -791512.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -791530.187500 Penalty: 3066.972412
	Iteration 33Q: 3 clusters Score -791530.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -791546.500000 Penalty: 3066.972412
	Iteration 34Q: 3 clusters Score -791546.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -791555.375000 Penalty: 3066.972412
	Iteration 35Q: 3 clusters Score -791555.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -791563.125000 Penalty: 3066.972412
	Iteration 36Q: 3 clusters Score -791563.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -791570.375000 Penalty: 3066.972412
	Iteration 37Q: 3 clusters Score -791570.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -791581.687500 Penalty: 3066.972412
	Iteration 38Q: 3 clusters Score -791581.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -791594.000000 Penalty: 3066.972412
	Iteration 39Q: 3 clusters Score -791594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -791602.187500 Penalty: 3066.972412
	Iteration 40F: 3 clusters Score -791602.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -791609.562500 Penalty: 3066.972412
	Iteration 41Q: 3 clusters Score -791609.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -791616.687500 Penalty: 3066.972412
	Iteration 42Q: 3 clusters Score -791616.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -791620.687500 Penalty: 3066.972412
	Iteration 43Q: 3 clusters Score -791620.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -791624.312500 Penalty: 3066.972412
	Iteration 44Q: 3 clusters Score -791624.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -791629.312500 Penalty: 3066.972412
	Iteration 45Q: 3 clusters Score -791629.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -791634.750000 Penalty: 3066.972412
	Iteration 46Q: 3 clusters Score -791634.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -791644.000000 Penalty: 3066.972412
	Iteration 47Q: 3 clusters Score -791644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -791649.500000 Penalty: 3066.972412
	Iteration 48Q: 3 clusters Score -791649.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -791651.625000 Penalty: 3066.972412
	Iteration 49Q: 3 clusters Score -791651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -791655.250000 Penalty: 3066.972412
	Iteration 50Q: 3 clusters Score -791655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -791656.562500 Penalty: 3066.972412
	Iteration 51Q: 3 clusters Score -791656.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -791656.875000 Penalty: 3066.972412
	Iteration 52Q: 3 clusters Score -791656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -791657.500000 Penalty: 3066.972412
	Iteration 53Q: 3 clusters Score -791657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -791657.500000 Penalty: 3066.972412
	Iteration 54F: 3 clusters Score -791657.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Entering Unmasked Estep 
Score: -291718.062500 Penalty: 1368.289185
	Iteration 0F: 2 clusters Score -291718.1 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 2247 members 
Entering Unmasked Estep 
Score: -288037.406250 Penalty: 2736.578369
	Iteration 0F: 3 clusters Score -288037.4 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -288950.500000 Penalty: 2736.578369
	Iteration 1F: 3 clusters Score -288950.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -289086.500000 Penalty: 2736.578369
	Iteration 2F: 3 clusters Score -289086.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -289181.718750 Penalty: 2736.578369
	Iteration 3Q: 3 clusters Score -289181.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -289249.562500 Penalty: 2736.578369
	Iteration 4Q: 3 clusters Score -289249.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -289291.000000 Penalty: 2736.578369
	Iteration 5Q: 3 clusters Score -289291 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -289321.843750 Penalty: 2736.578369
	Iteration 6Q: 3 clusters Score -289321.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -289354.843750 Penalty: 2736.578369
	Iteration 7Q: 3 clusters Score -289354.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -289386.031250 Penalty: 2736.578369
	Iteration 8Q: 3 clusters Score -289386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -289407.906250 Penalty: 2736.578369
	Iteration 9Q: 3 clusters Score -289407.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -289430.843750 Penalty: 2736.578369
	Iteration 10Q: 3 clusters Score -289430.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -289446.781250 Penalty: 2736.578369
	Iteration 11Q: 3 clusters Score -289446.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -289460.906250 Penalty: 2736.578369
	Iteration 12Q: 3 clusters Score -289460.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -289480.093750 Penalty: 2736.578369
	Iteration 13Q: 3 clusters Score -289480.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -289497.343750 Penalty: 2736.578369
	Iteration 14Q: 3 clusters Score -289497.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -289512.718750 Penalty: 2736.578369
	Iteration 15Q: 3 clusters Score -289512.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -289525.281250 Penalty: 2736.578369
	Iteration 16Q: 3 clusters Score -289525.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -289535.125000 Penalty: 2736.578369
	Iteration 17Q: 3 clusters Score -289535.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -289541.843750 Penalty: 2736.578369
	Iteration 18Q: 3 clusters Score -289541.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -289551.031250 Penalty: 2736.578369
	Iteration 19Q: 3 clusters Score -289551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -289562.093750 Penalty: 2736.578369
	Iteration 20F: 3 clusters Score -289562.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -289574.687500 Penalty: 2736.578369
	Iteration 21Q: 3 clusters Score -289574.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -289584.687500 Penalty: 2736.578369
	Iteration 22Q: 3 clusters Score -289584.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -289596.250000 Penalty: 2736.578369
	Iteration 23Q: 3 clusters Score -289596.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -289608.187500 Penalty: 2736.578369
	Iteration 24Q: 3 clusters Score -289608.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -289623.250000 Penalty: 2736.578369
	Iteration 25Q: 3 clusters Score -289623.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -289639.656250 Penalty: 2736.578369
	Iteration 26Q: 3 clusters Score -289639.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -289656.781250 Penalty: 2736.578369
	Iteration 27Q: 3 clusters Score -289656.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -289679.343750 Penalty: 2736.578369
	Iteration 28Q: 3 clusters Score -289679.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -289708.750000 Penalty: 2736.578369
	Iteration 29Q: 3 clusters Score -289708.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -289733.375000 Penalty: 2736.578369
	Iteration 30Q: 3 clusters Score -289733.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -289766.906250 Penalty: 2736.578369
	Iteration 31Q: 3 clusters Score -289766.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -289807.343750 Penalty: 2736.578369
	Iteration 32Q: 3 clusters Score -289807.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -289853.687500 Penalty: 2736.578369
	Iteration 33Q: 3 clusters Score -289853.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -289896.250000 Penalty: 2736.578369
	Iteration 34Q: 3 clusters Score -289896.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -289933.937500 Penalty: 2736.578369
	Iteration 35Q: 3 clusters Score -289933.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -289968.156250 Penalty: 2736.578369
	Iteration 36Q: 3 clusters Score -289968.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -289994.625000 Penalty: 2736.578369
	Iteration 37Q: 3 clusters Score -289994.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -290017.500000 Penalty: 2736.578369
	Iteration 38Q: 3 clusters Score -290017.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -290037.562500 Penalty: 2736.578369
	Iteration 39Q: 3 clusters Score -290037.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -290064.531250 Penalty: 2736.578369
	Iteration 40F: 3 clusters Score -290064.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -290088.875000 Penalty: 2736.578369
	Iteration 41Q: 3 clusters Score -290088.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -290107.843750 Penalty: 2736.578369
	Iteration 42Q: 3 clusters Score -290107.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -290122.468750 Penalty: 2736.578369
	Iteration 43Q: 3 clusters Score -290122.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -290138.375000 Penalty: 2736.578369
	Iteration 44Q: 3 clusters Score -290138.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -290160.593750 Penalty: 2736.578369
	Iteration 45Q: 3 clusters Score -290160.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -290177.593750 Penalty: 2736.578369
	Iteration 46Q: 3 clusters Score -290177.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -290190.687500 Penalty: 2736.578369
	Iteration 47Q: 3 clusters Score -290190.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -290199.437500 Penalty: 2736.578369
	Iteration 48Q: 3 clusters Score -290199.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -290203.906250 Penalty: 2736.578369
	Iteration 49Q: 3 clusters Score -290203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -290206.687500 Penalty: 2736.578369
	Iteration 50Q: 3 clusters Score -290206.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -290208.687500 Penalty: 2736.578369
	Iteration 51Q: 3 clusters Score -290208.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -290210.187500 Penalty: 2736.578369
	Iteration 52Q: 3 clusters Score -290210.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -290211.562500 Penalty: 2736.578369
	Iteration 53Q: 3 clusters Score -290211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -290213.343750 Penalty: 2736.578369
	Iteration 54Q: 3 clusters Score -290213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -290213.968750 Penalty: 2736.578369
	Iteration 55Q: 3 clusters Score -290214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -290215.468750 Penalty: 2736.578369
	Iteration 56Q: 3 clusters Score -290215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -290216.937500 Penalty: 2736.578369
	Iteration 57Q: 3 clusters Score -290216.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -290218.250000 Penalty: 2736.578369
	Iteration 58Q: 3 clusters Score -290218.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -290220.937500 Penalty: 2736.578369
	Iteration 59Q: 3 clusters Score -290220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -290221.437500 Penalty: 2736.578369
	Iteration 60F: 3 clusters Score -290221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -290223.718750 Penalty: 2736.578369
	Iteration 61Q: 3 clusters Score -290223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -290225.281250 Penalty: 2736.578369
	Iteration 62Q: 3 clusters Score -290225.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -290226.125000 Penalty: 2736.578369
	Iteration 63Q: 3 clusters Score -290226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -290227.093750 Penalty: 2736.578369
	Iteration 64Q: 3 clusters Score -290227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -290227.656250 Penalty: 2736.578369
	Iteration 65Q: 3 clusters Score -290227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -290228.531250 Penalty: 2736.578369
	Iteration 66Q: 3 clusters Score -290228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -290230.000000 Penalty: 2736.578369
	Iteration 67Q: 3 clusters Score -290230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -290229.781250 Penalty: 2736.578369
	Iteration 68Q: 3 clusters Score -290229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -290230.531250 Penalty: 2736.578369
	Iteration 69Q: 3 clusters Score -290230.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -290232.062500 Penalty: 2736.578369
	Iteration 70Q: 3 clusters Score -290232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -290233.562500 Penalty: 2736.578369
	Iteration 71Q: 3 clusters Score -290233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -290234.968750 Penalty: 2736.578369
	Iteration 72Q: 3 clusters Score -290235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -290235.687500 Penalty: 2736.578369
	Iteration 73Q: 3 clusters Score -290235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -290236.656250 Penalty: 2736.578369
	Iteration 74Q: 3 clusters Score -290236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -290236.031250 Penalty: 2736.578369
	Iteration 75Q: 3 clusters Score -290236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -290236.312500 Penalty: 2736.578369
	Iteration 76Q: 3 clusters Score -290236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -290237.250000 Penalty: 2736.578369
	Iteration 77Q: 3 clusters Score -290237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -290237.281250 Penalty: 2736.578369
	Iteration 78Q: 3 clusters Score -290237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -290238.156250 Penalty: 2736.578369
	Iteration 79Q: 3 clusters Score -290238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -290239.187500 Penalty: 2736.578369
	Iteration 80F: 3 clusters Score -290239.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -290239.593750 Penalty: 2736.578369
	Iteration 81Q: 3 clusters Score -290239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -290240.343750 Penalty: 2736.578369
	Iteration 82Q: 3 clusters Score -290240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -290242.250000 Penalty: 2736.578369
	Iteration 83Q: 3 clusters Score -290242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -290241.875000 Penalty: 2736.578369
	Iteration 84Q: 3 clusters Score -290241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -290242.531250 Penalty: 2736.578369
	Iteration 85Q: 3 clusters Score -290242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -290242.937500 Penalty: 2736.578369
	Iteration 86Q: 3 clusters Score -290242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -290243.500000 Penalty: 2736.578369
	Iteration 87Q: 3 clusters Score -290243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -290244.156250 Penalty: 2736.578369
	Iteration 88Q: 3 clusters Score -290244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -290244.312500 Penalty: 2736.578369
	Iteration 89Q: 3 clusters Score -290244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -290244.312500 Penalty: 2736.578369
	Iteration 90Q: 3 clusters Score -290244.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -290244.312500 Penalty: 2736.578369
	Iteration 91F: 3 clusters Score -290244.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Entering Unmasked Estep 
Score: -2056373.250000 Penalty: 1693.760986
	Iteration 0F: 2 clusters Score -2056373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2033910.625000 Penalty: 3387.521973
	Iteration 0F: 3 clusters Score -2033911 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2042862.375000 Penalty: 3387.521973
	Iteration 1F: 3 clusters Score -2042862 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2043856.500000 Penalty: 3387.521973
	Iteration 2F: 3 clusters Score -2043856 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2045313.250000 Penalty: 3387.521973
	Iteration 3F: 3 clusters Score -2045313 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2047321.750000 Penalty: 3387.521973
	Iteration 4F: 3 clusters Score -2047322 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2049454.250000 Penalty: 3387.521973
	Iteration 5F: 3 clusters Score -2049454 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -2051308.000000 Penalty: 3387.521973
	Iteration 6F: 3 clusters Score -2051308 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -2052548.000000 Penalty: 3387.521973
	Iteration 7Q: 3 clusters Score -2052548 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -2053370.875000 Penalty: 3387.521973
	Iteration 8Q: 3 clusters Score -2053371 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -2053951.625000 Penalty: 3387.521973
	Iteration 9Q: 3 clusters Score -2053952 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -2054342.375000 Penalty: 3387.521973
	Iteration 10Q: 3 clusters Score -2054342 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -2054570.750000 Penalty: 3387.521973
	Iteration 11Q: 3 clusters Score -2054571 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -2054714.750000 Penalty: 3387.521973
	Iteration 12Q: 3 clusters Score -2054715 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -2054845.125000 Penalty: 3387.521973
	Iteration 13Q: 3 clusters Score -2054845 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -2054947.250000 Penalty: 3387.521973
	Iteration 14Q: 3 clusters Score -2054947 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -2054998.875000 Penalty: 3387.521973
	Iteration 15Q: 3 clusters Score -2054999 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -2055027.125000 Penalty: 3387.521973
	Iteration 16Q: 3 clusters Score -2055027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -2055047.375000 Penalty: 3387.521973
	Iteration 17Q: 3 clusters Score -2055047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -2055058.875000 Penalty: 3387.521973
	Iteration 18Q: 3 clusters Score -2055059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -2055063.125000 Penalty: 3387.521973
	Iteration 19Q: 3 clusters Score -2055063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -2055066.875000 Penalty: 3387.521973
	Iteration 20F: 3 clusters Score -2055067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -2055071.250000 Penalty: 3387.521973
	Iteration 21Q: 3 clusters Score -2055071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -2055079.125000 Penalty: 3387.521973
	Iteration 22Q: 3 clusters Score -2055079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -2055088.750000 Penalty: 3387.521973
	Iteration 23Q: 3 clusters Score -2055089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -2055096.250000 Penalty: 3387.521973
	Iteration 24Q: 3 clusters Score -2055096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -2055099.500000 Penalty: 3387.521973
	Iteration 25Q: 3 clusters Score -2055100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -2055105.625000 Penalty: 3387.521973
	Iteration 26Q: 3 clusters Score -2055106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -2055108.750000 Penalty: 3387.521973
	Iteration 27Q: 3 clusters Score -2055109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -2055113.750000 Penalty: 3387.521973
	Iteration 28Q: 3 clusters Score -2055114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -2055113.000000 Penalty: 3387.521973
	Iteration 29Q: 3 clusters Score -2055113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -2055117.125000 Penalty: 3387.521973
	Iteration 30Q: 3 clusters Score -2055117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -2055115.125000 Penalty: 3387.521973
	Iteration 31Q: 3 clusters Score -2055115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -2055119.250000 Penalty: 3387.521973
	Iteration 32Q: 3 clusters Score -2055119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -2055118.875000 Penalty: 3387.521973
	Iteration 33Q: 3 clusters Score -2055119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -2055118.500000 Penalty: 3387.521973
	Iteration 34Q: 3 clusters Score -2055118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -2055118.500000 Penalty: 3387.521973
	Iteration 35F: 3 clusters Score -2055118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Entering Unmasked Estep 
Score: -537993.750000 Penalty: 1483.607056
	Iteration 0F: 2 clusters Score -537993.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -531393.375000 Penalty: 2967.214111
	Iteration 0F: 3 clusters Score -531393.4 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -533573.625000 Penalty: 2967.214111
	Iteration 1F: 3 clusters Score -533573.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -533952.250000 Penalty: 2967.214111
	Iteration 2F: 3 clusters Score -533952.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -534303.125000 Penalty: 2967.214111
	Iteration 3F: 3 clusters Score -534303.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -534751.687500 Penalty: 2967.214111
	Iteration 4F: 3 clusters Score -534751.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -535265.937500 Penalty: 2967.214111
	Iteration 5F: 3 clusters Score -535265.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -535679.000000 Penalty: 2967.214111
	Iteration 6F: 3 clusters Score -535679 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -536000.500000 Penalty: 2967.214111
	Iteration 7Q: 3 clusters Score -536000.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -536318.500000 Penalty: 2967.214111
	Iteration 8Q: 3 clusters Score -536318.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -536684.000000 Penalty: 2967.214111
	Iteration 9Q: 3 clusters Score -536684 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -537046.687500 Penalty: 2967.214111
	Iteration 10F: 3 clusters Score -537046.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -537352.375000 Penalty: 2967.214111
	Iteration 11Q: 3 clusters Score -537352.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -537606.875000 Penalty: 2967.214111
	Iteration 12Q: 3 clusters Score -537606.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -537838.937500 Penalty: 2967.214111
	Iteration 13Q: 3 clusters Score -537838.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -538007.000000 Penalty: 2967.214111
	Iteration 14Q: 3 clusters Score -538007 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -538147.125000 Penalty: 2967.214111
	Iteration 15Q: 3 clusters Score -538147.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -538266.625000 Penalty: 2967.214111
	Iteration 16Q: 3 clusters Score -538266.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -538385.812500 Penalty: 2967.214111
	Iteration 17Q: 3 clusters Score -538385.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -538483.437500 Penalty: 2967.214111
	Iteration 18Q: 3 clusters Score -538483.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -538566.000000 Penalty: 2967.214111
	Iteration 19Q: 3 clusters Score -538566 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -538637.250000 Penalty: 2967.214111
	Iteration 20F: 3 clusters Score -538637.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -538700.937500 Penalty: 2967.214111
	Iteration 21Q: 3 clusters Score -538700.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -538753.937500 Penalty: 2967.214111
	Iteration 22Q: 3 clusters Score -538753.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -538794.125000 Penalty: 2967.214111
	Iteration 23Q: 3 clusters Score -538794.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -538818.687500 Penalty: 2967.214111
	Iteration 24Q: 3 clusters Score -538818.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -538836.312500 Penalty: 2967.214111
	Iteration 25Q: 3 clusters Score -538836.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -538850.375000 Penalty: 2967.214111
	Iteration 26Q: 3 clusters Score -538850.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -538855.562500 Penalty: 2967.214111
	Iteration 27Q: 3 clusters Score -538855.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -538860.687500 Penalty: 2967.214111
	Iteration 28Q: 3 clusters Score -538860.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -538869.875000 Penalty: 2967.214111
	Iteration 29Q: 3 clusters Score -538869.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -538879.000000 Penalty: 2967.214111
	Iteration 30Q: 3 clusters Score -538879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -538892.687500 Penalty: 2967.214111
	Iteration 31Q: 3 clusters Score -538892.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -538904.625000 Penalty: 2967.214111
	Iteration 32Q: 3 clusters Score -538904.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -538914.562500 Penalty: 2967.214111
	Iteration 33Q: 3 clusters Score -538914.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -538918.500000 Penalty: 2967.214111
	Iteration 34Q: 3 clusters Score -538918.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -538923.750000 Penalty: 2967.214111
	Iteration 35Q: 3 clusters Score -538923.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -538927.812500 Penalty: 2967.214111
	Iteration 36Q: 3 clusters Score -538927.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -538930.750000 Penalty: 2967.214111
	Iteration 37Q: 3 clusters Score -538930.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -538934.562500 Penalty: 2967.214111
	Iteration 38Q: 3 clusters Score -538934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -538938.562500 Penalty: 2967.214111
	Iteration 39Q: 3 clusters Score -538938.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -538940.312500 Penalty: 2967.214111
	Iteration 40F: 3 clusters Score -538940.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -538942.875000 Penalty: 2967.214111
	Iteration 41Q: 3 clusters Score -538942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -538945.187500 Penalty: 2967.214111
	Iteration 42Q: 3 clusters Score -538945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -538945.875000 Penalty: 2967.214111
	Iteration 43Q: 3 clusters Score -538945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -538948.125000 Penalty: 2967.214111
	Iteration 44Q: 3 clusters Score -538948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -538948.687500 Penalty: 2967.214111
	Iteration 45Q: 3 clusters Score -538948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -538948.750000 Penalty: 2967.214111
	Iteration 46Q: 3 clusters Score -538948.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -538947.500000 Penalty: 2967.214111
	Iteration 47Q: 3 clusters Score -538947.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -538948.187500 Penalty: 2967.214111
	Iteration 48Q: 3 clusters Score -538948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -538949.500000 Penalty: 2967.214111
	Iteration 49Q: 3 clusters Score -538949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -538949.312500 Penalty: 2967.214111
	Iteration 50Q: 3 clusters Score -538949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -538949.125000 Penalty: 2967.214111
	Iteration 51Q: 3 clusters Score -538949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -538949.250000 Penalty: 2967.214111
	Iteration 52Q: 3 clusters Score -538949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -538949.250000 Penalty: 2967.214111
	Iteration 53F: 3 clusters Score -538949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 12542 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 33629 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 8490 members 
Mstep: Class 10 contains 82368 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 36873 members 
Mstep: Class 14 contains 132987 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 17 contains 13052 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 58640 members 
Mstep: Class 20 contains 14140 members 
Mstep: Class 21 contains 4415 members 
Entering Unmasked Estep 
Score: -26908140.000000 Penalty: 42365.992188
Splitting cluster 6 changes total score from -26906364.000000 to -26908140.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 7 (11006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Entering Unmasked Estep 
Score: -691669.625000 Penalty: 1512.256836
	Iteration 0F: 2 clusters Score -691669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -683861.812500 Penalty: 3024.513672
	Iteration 0F: 3 clusters Score -683861.8 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -686451.375000 Penalty: 3024.513672
	Iteration 1F: 3 clusters Score -686451.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -686703.875000 Penalty: 3024.513672
	Iteration 2F: 3 clusters Score -686703.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -686912.125000 Penalty: 3024.513672
	Iteration 3Q: 3 clusters Score -686912.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -687098.812500 Penalty: 3024.513672
	Iteration 4Q: 3 clusters Score -687098.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -687282.812500 Penalty: 3024.513672
	Iteration 5Q: 3 clusters Score -687282.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -687478.250000 Penalty: 3024.513672
	Iteration 6Q: 3 clusters Score -687478.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -687699.250000 Penalty: 3024.513672
	Iteration 7Q: 3 clusters Score -687699.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -687952.125000 Penalty: 3024.513672
	Iteration 8Q: 3 clusters Score -687952.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -688274.625000 Penalty: 3024.513672
	Iteration 9Q: 3 clusters Score -688274.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -688670.000000 Penalty: 3024.513672
	Iteration 10Q: 3 clusters Score -688670 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -689077.937500 Penalty: 3024.513672
	Iteration 11Q: 3 clusters Score -689077.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -689441.062500 Penalty: 3024.513672
	Iteration 12Q: 3 clusters Score -689441.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -689747.125000 Penalty: 3024.513672
	Iteration 13Q: 3 clusters Score -689747.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -689943.687500 Penalty: 3024.513672
	Iteration 14Q: 3 clusters Score -689943.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -690071.312500 Penalty: 3024.513672
	Iteration 15Q: 3 clusters Score -690071.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -690164.687500 Penalty: 3024.513672
	Iteration 16Q: 3 clusters Score -690164.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -690218.125000 Penalty: 3024.513672
	Iteration 17Q: 3 clusters Score -690218.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -690259.375000 Penalty: 3024.513672
	Iteration 18Q: 3 clusters Score -690259.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -690288.125000 Penalty: 3024.513672
	Iteration 19Q: 3 clusters Score -690288.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -690303.062500 Penalty: 3024.513672
	Iteration 20F: 3 clusters Score -690303.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -690311.125000 Penalty: 3024.513672
	Iteration 21Q: 3 clusters Score -690311.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -690318.687500 Penalty: 3024.513672
	Iteration 22Q: 3 clusters Score -690318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -690326.062500 Penalty: 3024.513672
	Iteration 23Q: 3 clusters Score -690326.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -690330.250000 Penalty: 3024.513672
	Iteration 24Q: 3 clusters Score -690330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -690330.625000 Penalty: 3024.513672
	Iteration 25Q: 3 clusters Score -690330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -690330.625000 Penalty: 3024.513672
	Iteration 26F: 3 clusters Score -690330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Entering Unmasked Estep 
Score: -500701.750000 Penalty: 1470.079712
	Iteration 0F: 2 clusters Score -500701.8 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 4309 members 
Entering Unmasked Estep 
Score: -494501.906250 Penalty: 2940.159424
	Iteration 0F: 3 clusters Score -494501.9 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -496887.468750 Penalty: 2940.159424
	Iteration 1F: 3 clusters Score -496887.5 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -497571.187500 Penalty: 2940.159424
	Iteration 2F: 3 clusters Score -497571.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -498245.562500 Penalty: 2940.159424
	Iteration 3F: 3 clusters Score -498245.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -498875.343750 Penalty: 2940.159424
	Iteration 4F: 3 clusters Score -498875.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -499316.218750 Penalty: 2940.159424
	Iteration 5F: 3 clusters Score -499316.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -499601.593750 Penalty: 2940.159424
	Iteration 6Q: 3 clusters Score -499601.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -499898.500000 Penalty: 2940.159424
	Iteration 7Q: 3 clusters Score -499898.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -500166.562500 Penalty: 2940.159424
	Iteration 8Q: 3 clusters Score -500166.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -500405.593750 Penalty: 2940.159424
	Iteration 9Q: 3 clusters Score -500405.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -500583.125000 Penalty: 2940.159424
	Iteration 10Q: 3 clusters Score -500583.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -500692.750000 Penalty: 2940.159424
	Iteration 11Q: 3 clusters Score -500692.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -500771.312500 Penalty: 2940.159424
	Iteration 12Q: 3 clusters Score -500771.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -500836.968750 Penalty: 2940.159424
	Iteration 13Q: 3 clusters Score -500837 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -500878.718750 Penalty: 2940.159424
	Iteration 14Q: 3 clusters Score -500878.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -500917.281250 Penalty: 2940.159424
	Iteration 15Q: 3 clusters Score -500917.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -500953.781250 Penalty: 2940.159424
	Iteration 16Q: 3 clusters Score -500953.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -500980.375000 Penalty: 2940.159424
	Iteration 17Q: 3 clusters Score -500980.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -501019.562500 Penalty: 2940.159424
	Iteration 18Q: 3 clusters Score -501019.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -501078.687500 Penalty: 2940.159424
	Iteration 19Q: 3 clusters Score -501078.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -501130.750000 Penalty: 2940.159424
	Iteration 20F: 3 clusters Score -501130.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -501179.093750 Penalty: 2940.159424
	Iteration 21Q: 3 clusters Score -501179.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -501212.656250 Penalty: 2940.159424
	Iteration 22Q: 3 clusters Score -501212.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -501232.500000 Penalty: 2940.159424
	Iteration 23Q: 3 clusters Score -501232.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -501242.625000 Penalty: 2940.159424
	Iteration 24Q: 3 clusters Score -501242.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -501248.343750 Penalty: 2940.159424
	Iteration 25Q: 3 clusters Score -501248.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -501253.125000 Penalty: 2940.159424
	Iteration 26Q: 3 clusters Score -501253.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -501257.187500 Penalty: 2940.159424
	Iteration 27Q: 3 clusters Score -501257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -501261.406250 Penalty: 2940.159424
	Iteration 28Q: 3 clusters Score -501261.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -501262.031250 Penalty: 2940.159424
	Iteration 29Q: 3 clusters Score -501262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -501262.500000 Penalty: 2940.159424
	Iteration 30Q: 3 clusters Score -501262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -501264.531250 Penalty: 2940.159424
	Iteration 31Q: 3 clusters Score -501264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -501263.875000 Penalty: 2940.159424
	Iteration 32Q: 3 clusters Score -501263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -501263.343750 Penalty: 2940.159424
	Iteration 33Q: 3 clusters Score -501263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -501263.937500 Penalty: 2940.159424
	Iteration 34Q: 3 clusters Score -501263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -501264.625000 Penalty: 2940.159424
	Iteration 35Q: 3 clusters Score -501264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -501263.218750 Penalty: 2940.159424
	Iteration 36Q: 3 clusters Score -501263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -501263.906250 Penalty: 2940.159424
	Iteration 37Q: 3 clusters Score -501263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -501263.906250 Penalty: 2940.159424
	Iteration 38F: 3 clusters Score -501263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 12542 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 33629 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 82368 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 36873 members 
Mstep: Class 14 contains 132987 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 13052 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 58640 members 
Mstep: Class 20 contains 14140 members 
Mstep: Class 21 contains 4415 members 
Entering Unmasked Estep 
Score: -26908136.000000 Penalty: 44484.289062
Splitting cluster 9 changes total score from -26906364.000000 to -26908136.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 10 (82368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Entering Unmasked Estep 
Score: -5061961.000000 Penalty: 1839.329834
	Iteration 0F: 2 clusters Score -5061961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -5006829.500000 Penalty: 3678.659668
	Iteration 0F: 3 clusters Score -5006830 nChanged 39323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -5030036.000000 Penalty: 3678.659668
	Iteration 1F: 3 clusters Score -5030036 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -5031606.000000 Penalty: 3678.659668
	Iteration 2Q: 3 clusters Score -5031606 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -5034313.000000 Penalty: 3678.659668
	Iteration 3F: 3 clusters Score -5034313 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -5038910.000000 Penalty: 3678.659668
	Iteration 4F: 3 clusters Score -5038910 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -5045161.500000 Penalty: 3678.659668
	Iteration 5F: 3 clusters Score -5045162 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -5051446.000000 Penalty: 3678.659668
	Iteration 6F: 3 clusters Score -5051446 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -5055500.000000 Penalty: 3678.659668
	Iteration 7F: 3 clusters Score -5055500 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -5057532.000000 Penalty: 3678.659668
	Iteration 8Q: 3 clusters Score -5057532 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -5058569.000000 Penalty: 3678.659668
	Iteration 9Q: 3 clusters Score -5058569 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -5059122.500000 Penalty: 3678.659668
	Iteration 10Q: 3 clusters Score -5059122 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -5059464.500000 Penalty: 3678.659668
	Iteration 11Q: 3 clusters Score -5059464 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -5059739.500000 Penalty: 3678.659668
	Iteration 12Q: 3 clusters Score -5059740 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -5059939.000000 Penalty: 3678.659668
	Iteration 13Q: 3 clusters Score -5059939 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -5060117.000000 Penalty: 3678.659668
	Iteration 14Q: 3 clusters Score -5060117 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -5060237.500000 Penalty: 3678.659668
	Iteration 15Q: 3 clusters Score -5060238 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -5060342.500000 Penalty: 3678.659668
	Iteration 16Q: 3 clusters Score -5060342 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -5060445.000000 Penalty: 3678.659668
	Iteration 17Q: 3 clusters Score -5060445 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -5060508.500000 Penalty: 3678.659668
	Iteration 18Q: 3 clusters Score -5060508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
Score: -5060582.000000 Penalty: 3678.659668
	Iteration 19Q: 3 clusters Score -5060582 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -5060610.500000 Penalty: 3678.659668
	Iteration 20F: 3 clusters Score -5060610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -5060632.000000 Penalty: 3678.659668
	Iteration 21Q: 3 clusters Score -5060632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -5060648.500000 Penalty: 3678.659668
	Iteration 22Q: 3 clusters Score -5060648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -5060685.000000 Penalty: 3678.659668
	Iteration 23Q: 3 clusters Score -5060685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -5060709.000000 Penalty: 3678.659668
	Iteration 24Q: 3 clusters Score -5060709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -5060726.000000 Penalty: 3678.659668
	Iteration 25Q: 3 clusters Score -5060726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -5060735.000000 Penalty: 3678.659668
	Iteration 26Q: 3 clusters Score -5060735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -5060744.000000 Penalty: 3678.659668
	Iteration 27Q: 3 clusters Score -5060744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 81039 members 
Entering Unmasked Estep 
Score: -5060752.000000 Penalty: 3678.659668
	Iteration 28Q: 3 clusters Score -5060752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -5060755.500000 Penalty: 3678.659668
	Iteration 29Q: 3 clusters Score -5060756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -5060751.000000 Penalty: 3678.659668
	Iteration 30Q: 3 clusters Score -5060751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -5060761.500000 Penalty: 3678.659668
	Iteration 31Q: 3 clusters Score -5060762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -5060768.500000 Penalty: 3678.659668
	Iteration 32Q: 3 clusters Score -5060768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -5060781.500000 Penalty: 3678.659668
	Iteration 33Q: 3 clusters Score -5060782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -5060781.000000 Penalty: 3678.659668
	Iteration 34Q: 3 clusters Score -5060781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -5060782.000000 Penalty: 3678.659668
	Iteration 35Q: 3 clusters Score -5060782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -5060792.500000 Penalty: 3678.659668
	Iteration 36Q: 3 clusters Score -5060792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -5060793.000000 Penalty: 3678.659668
	Iteration 37Q: 3 clusters Score -5060793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 81108 members 
Entering Unmasked Estep 
Score: -5060799.500000 Penalty: 3678.659668
	Iteration 38Q: 3 clusters Score -5060800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -5060795.000000 Penalty: 3678.659668
	Iteration 39Q: 3 clusters Score -5060795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -5060794.000000 Penalty: 3678.659668
	Iteration 40F: 3 clusters Score -5060794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -5060795.000000 Penalty: 3678.659668
	Iteration 41Q: 3 clusters Score -5060795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -5060798.000000 Penalty: 3678.659668
	Iteration 42Q: 3 clusters Score -5060798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -5060798.000000 Penalty: 3678.659668
	Iteration 43F: 3 clusters Score -5060798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Entering Unmasked Estep 
Score: -1017628.187500 Penalty: 1577.721069
	Iteration 0F: 2 clusters Score -1017628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1006251.375000 Penalty: 3155.442139
	Iteration 0F: 3 clusters Score -1006251 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1010473.937500 Penalty: 3155.442139
	Iteration 1F: 3 clusters Score -1010474 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1010964.937500 Penalty: 3155.442139
	Iteration 2F: 3 clusters Score -1010965 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1011572.062500 Penalty: 3155.442139
	Iteration 3F: 3 clusters Score -1011572 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1012424.750000 Penalty: 3155.442139
	Iteration 4F: 3 clusters Score -1012425 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1013403.750000 Penalty: 3155.442139
	Iteration 5F: 3 clusters Score -1013404 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1014384.437500 Penalty: 3155.442139
	Iteration 6F: 3 clusters Score -1014384 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1015203.125000 Penalty: 3155.442139
	Iteration 7F: 3 clusters Score -1015203 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1015783.062500 Penalty: 3155.442139
	Iteration 8Q: 3 clusters Score -1015783 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1016184.500000 Penalty: 3155.442139
	Iteration 9Q: 3 clusters Score -1016184 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1016571.437500 Penalty: 3155.442139
	Iteration 10Q: 3 clusters Score -1016571 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1016874.875000 Penalty: 3155.442139
	Iteration 11Q: 3 clusters Score -1016875 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1017024.312500 Penalty: 3155.442139
	Iteration 12Q: 3 clusters Score -1017024 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1017084.812500 Penalty: 3155.442139
	Iteration 13Q: 3 clusters Score -1017085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1017112.625000 Penalty: 3155.442139
	Iteration 14Q: 3 clusters Score -1017113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1017118.437500 Penalty: 3155.442139
	Iteration 15Q: 3 clusters Score -1017118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1017122.687500 Penalty: 3155.442139
	Iteration 16Q: 3 clusters Score -1017123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1017129.000000 Penalty: 3155.442139
	Iteration 17Q: 3 clusters Score -1017129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1017138.000000 Penalty: 3155.442139
	Iteration 18Q: 3 clusters Score -1017138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1017138.000000 Penalty: 3155.442139
	Iteration 19Q: 3 clusters Score -1017138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1017137.562500 Penalty: 3155.442139
	Iteration 20F: 3 clusters Score -1017138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1017139.000000 Penalty: 3155.442139
	Iteration 21Q: 3 clusters Score -1017139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1017141.687500 Penalty: 3155.442139
	Iteration 22Q: 3 clusters Score -1017142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1017141.000000 Penalty: 3155.442139
	Iteration 23Q: 3 clusters Score -1017141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1017141.000000 Penalty: 3155.442139
	Iteration 24F: 3 clusters Score -1017141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Entering Unmasked Estep 
Score: -2219767.500000 Penalty: 1708.725708
	Iteration 0F: 2 clusters Score -2219768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2195013.500000 Penalty: 3417.451416
	Iteration 0F: 3 clusters Score -2195014 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2205048.500000 Penalty: 3417.451416
	Iteration 1F: 3 clusters Score -2205048 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2205912.750000 Penalty: 3417.451416
	Iteration 2F: 3 clusters Score -2205913 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2206943.750000 Penalty: 3417.451416
	Iteration 3F: 3 clusters Score -2206944 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2208191.500000 Penalty: 3417.451416
	Iteration 4F: 3 clusters Score -2208192 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2209641.500000 Penalty: 3417.451416
	Iteration 5F: 3 clusters Score -2209642 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2211419.000000 Penalty: 3417.451416
	Iteration 6F: 3 clusters Score -2211419 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -2213291.000000 Penalty: 3417.451416
	Iteration 7F: 3 clusters Score -2213291 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -2214972.500000 Penalty: 3417.451416
	Iteration 8F: 3 clusters Score -2214972 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -2216245.750000 Penalty: 3417.451416
	Iteration 9Q: 3 clusters Score -2216246 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -2217236.250000 Penalty: 3417.451416
	Iteration 10Q: 3 clusters Score -2217236 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -2218058.250000 Penalty: 3417.451416
	Iteration 11Q: 3 clusters Score -2218058 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -2218757.750000 Penalty: 3417.451416
	Iteration 12Q: 3 clusters Score -2218758 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -2219300.250000 Penalty: 3417.451416
	Iteration 13Q: 3 clusters Score -2219300 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -2219706.250000 Penalty: 3417.451416
	Iteration 14Q: 3 clusters Score -2219706 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -2219970.750000 Penalty: 3417.451416
	Iteration 15Q: 3 clusters Score -2219971 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -2220141.750000 Penalty: 3417.451416
	Iteration 16Q: 3 clusters Score -2220142 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -2220255.500000 Penalty: 3417.451416
	Iteration 17Q: 3 clusters Score -2220256 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -2220328.750000 Penalty: 3417.451416
	Iteration 18Q: 3 clusters Score -2220329 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -2220393.000000 Penalty: 3417.451416
	Iteration 19Q: 3 clusters Score -2220393 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -2220457.750000 Penalty: 3417.451416
	Iteration 20F: 3 clusters Score -2220458 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -2220501.750000 Penalty: 3417.451416
	Iteration 21Q: 3 clusters Score -2220502 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -2220522.250000 Penalty: 3417.451416
	Iteration 22Q: 3 clusters Score -2220522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -2220531.750000 Penalty: 3417.451416
	Iteration 23Q: 3 clusters Score -2220532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -2220545.500000 Penalty: 3417.451416
	Iteration 24Q: 3 clusters Score -2220546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -2220567.500000 Penalty: 3417.451416
	Iteration 25Q: 3 clusters Score -2220568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -2220582.250000 Penalty: 3417.451416
	Iteration 26Q: 3 clusters Score -2220582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -2220585.750000 Penalty: 3417.451416
	Iteration 27Q: 3 clusters Score -2220586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -2220592.500000 Penalty: 3417.451416
	Iteration 28Q: 3 clusters Score -2220592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -2220605.750000 Penalty: 3417.451416
	Iteration 29Q: 3 clusters Score -2220606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -2220603.000000 Penalty: 3417.451416
	Iteration 30Q: 3 clusters Score -2220603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -2220603.000000 Penalty: 3417.451416
	Iteration 31Q: 3 clusters Score -2220603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -2220608.000000 Penalty: 3417.451416
	Iteration 32Q: 3 clusters Score -2220608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -2220612.000000 Penalty: 3417.451416
	Iteration 33Q: 3 clusters Score -2220612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -2220606.000000 Penalty: 3417.451416
	Iteration 34Q: 3 clusters Score -2220606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -2220610.000000 Penalty: 3417.451416
	Iteration 35Q: 3 clusters Score -2220610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -2220608.250000 Penalty: 3417.451416
	Iteration 36Q: 3 clusters Score -2220608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -2220608.250000 Penalty: 3417.451416
	Iteration 37F: 3 clusters Score -2220608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 12542 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 33629 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 82368 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 14 contains 132987 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 13052 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 58640 members 
Mstep: Class 20 contains 14140 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 32295 members 
Entering Unmasked Estep 
Score: -26908630.000000 Penalty: 46602.589844
Splitting cluster 13 changes total score from -26906364.000000 to -26908630.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (132987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132987 members 
Entering Unmasked Estep 
Score: -8144129.000000 Penalty: 1917.176147
	Iteration 0F: 2 clusters Score -8144129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -8054842.500000 Penalty: 3834.352295
	Iteration 0F: 3 clusters Score -8054842 nChanged 63907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -8092398.500000 Penalty: 3834.352295
	Iteration 1F: 3 clusters Score -8092398 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -8093626.000000 Penalty: 3834.352295
	Iteration 2Q: 3 clusters Score -8093626 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -8095594.000000 Penalty: 3834.352295
	Iteration 3Q: 3 clusters Score -8095594 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -8098682.000000 Penalty: 3834.352295
	Iteration 4Q: 3 clusters Score -8098682 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -8103469.500000 Penalty: 3834.352295
	Iteration 5F: 3 clusters Score -8103470 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -8110096.000000 Penalty: 3834.352295
	Iteration 6F: 3 clusters Score -8110096 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -8117982.500000 Penalty: 3834.352295
	Iteration 7F: 3 clusters Score -8117982 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -8125922.500000 Penalty: 3834.352295
	Iteration 8F: 3 clusters Score -8125922 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 83874 members 
Entering Unmasked Estep 
Score: -8131321.000000 Penalty: 3834.352295
	Iteration 9F: 3 clusters Score -8131321 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -8134255.500000 Penalty: 3834.352295
	Iteration 10Q: 3 clusters Score -8134256 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -8135783.500000 Penalty: 3834.352295
	Iteration 11Q: 3 clusters Score -8135784 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -8136821.500000 Penalty: 3834.352295
	Iteration 12Q: 3 clusters Score -8136822 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -8137659.000000 Penalty: 3834.352295
	Iteration 13Q: 3 clusters Score -8137659 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -8138340.500000 Penalty: 3834.352295
	Iteration 14Q: 3 clusters Score -8138340 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -8138839.500000 Penalty: 3834.352295
	Iteration 15Q: 3 clusters Score -8138840 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -8139258.000000 Penalty: 3834.352295
	Iteration 16Q: 3 clusters Score -8139258 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -8139551.000000 Penalty: 3834.352295
	Iteration 17Q: 3 clusters Score -8139551 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -8139845.000000 Penalty: 3834.352295
	Iteration 18Q: 3 clusters Score -8139845 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -8140068.500000 Penalty: 3834.352295
	Iteration 19Q: 3 clusters Score -8140068 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -8140272.000000 Penalty: 3834.352295
	Iteration 20F: 3 clusters Score -8140272 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -8140496.000000 Penalty: 3834.352295
	Iteration 21Q: 3 clusters Score -8140496 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -8140667.000000 Penalty: 3834.352295
	Iteration 22Q: 3 clusters Score -8140667 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 98600 members 
Entering Unmasked Estep 
Score: -8140862.000000 Penalty: 3834.352295
	Iteration 23Q: 3 clusters Score -8140862 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -8140992.000000 Penalty: 3834.352295
	Iteration 24Q: 3 clusters Score -8140992 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -8141153.000000 Penalty: 3834.352295
	Iteration 25Q: 3 clusters Score -8141153 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 100894 members 
Entering Unmasked Estep 
Score: -8141310.500000 Penalty: 3834.352295
	Iteration 26Q: 3 clusters Score -8141310 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -8141459.000000 Penalty: 3834.352295
	Iteration 27Q: 3 clusters Score -8141459 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -8141678.000000 Penalty: 3834.352295
	Iteration 28Q: 3 clusters Score -8141678 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 103318 members 
Entering Unmasked Estep 
Score: -8141874.000000 Penalty: 3834.352295
	Iteration 29Q: 3 clusters Score -8141874 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 104109 members 
Entering Unmasked Estep 
Score: -8142081.000000 Penalty: 3834.352295
	Iteration 30Q: 3 clusters Score -8142081 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -8142250.500000 Penalty: 3834.352295
	Iteration 31Q: 3 clusters Score -8142250 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 105764 members 
Entering Unmasked Estep 
Score: -8142406.500000 Penalty: 3834.352295
	Iteration 32Q: 3 clusters Score -8142406 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 106560 members 
Entering Unmasked Estep 
Score: -8142608.000000 Penalty: 3834.352295
	Iteration 33Q: 3 clusters Score -8142608 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -8142834.000000 Penalty: 3834.352295
	Iteration 34Q: 3 clusters Score -8142834 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 108104 members 
Entering Unmasked Estep 
Score: -8143025.500000 Penalty: 3834.352295
	Iteration 35Q: 3 clusters Score -8143026 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 108828 members 
Entering Unmasked Estep 
Score: -8143190.000000 Penalty: 3834.352295
	Iteration 36Q: 3 clusters Score -8143190 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
Score: -8143334.000000 Penalty: 3834.352295
	Iteration 37Q: 3 clusters Score -8143334 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -8143452.500000 Penalty: 3834.352295
	Iteration 38Q: 3 clusters Score -8143452 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -8143557.500000 Penalty: 3834.352295
	Iteration 39Q: 3 clusters Score -8143558 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -8143630.000000 Penalty: 3834.352295
	Iteration 40F: 3 clusters Score -8143630 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 111748 members 
Entering Unmasked Estep 
Score: -8143751.500000 Penalty: 3834.352295
	Iteration 41Q: 3 clusters Score -8143752 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 112268 members 
Entering Unmasked Estep 
Score: -8143790.000000 Penalty: 3834.352295
	Iteration 42Q: 3 clusters Score -8143790 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -8143884.500000 Penalty: 3834.352295
	Iteration 43Q: 3 clusters Score -8143884 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 113187 members 
Entering Unmasked Estep 
Score: -8143940.000000 Penalty: 3834.352295
	Iteration 44Q: 3 clusters Score -8143940 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 113556 members 
Entering Unmasked Estep 
Score: -8143970.000000 Penalty: 3834.352295
	Iteration 45Q: 3 clusters Score -8143970 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -8144031.500000 Penalty: 3834.352295
	Iteration 46Q: 3 clusters Score -8144032 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 114251 members 
Entering Unmasked Estep 
Score: -8144068.500000 Penalty: 3834.352295
	Iteration 47Q: 3 clusters Score -8144068 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -8144098.500000 Penalty: 3834.352295
	Iteration 48Q: 3 clusters Score -8144098 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -8144126.000000 Penalty: 3834.352295
	Iteration 49Q: 3 clusters Score -8144126 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 115185 members 
Entering Unmasked Estep 
Score: -8144181.000000 Penalty: 3834.352295
	Iteration 50Q: 3 clusters Score -8144181 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 115473 members 
Entering Unmasked Estep 
Score: -8144235.000000 Penalty: 3834.352295
	Iteration 51Q: 3 clusters Score -8144235 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 115745 members 
Entering Unmasked Estep 
Score: -8144227.500000 Penalty: 3834.352295
	Iteration 52Q: 3 clusters Score -8144228 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -8144253.500000 Penalty: 3834.352295
	Iteration 53Q: 3 clusters Score -8144254 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 116205 members 
Entering Unmasked Estep 
Score: -8144259.500000 Penalty: 3834.352295
	Iteration 54Q: 3 clusters Score -8144260 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -8144270.000000 Penalty: 3834.352295
	Iteration 55Q: 3 clusters Score -8144270 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 116623 members 
Entering Unmasked Estep 
Score: -8144298.000000 Penalty: 3834.352295
	Iteration 56Q: 3 clusters Score -8144298 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 116827 members 
Entering Unmasked Estep 
Score: -8144350.500000 Penalty: 3834.352295
	Iteration 57Q: 3 clusters Score -8144350 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 117044 members 
Entering Unmasked Estep 
Score: -8144364.500000 Penalty: 3834.352295
	Iteration 58Q: 3 clusters Score -8144364 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -8144378.000000 Penalty: 3834.352295
	Iteration 59Q: 3 clusters Score -8144378 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 117530 members 
Entering Unmasked Estep 
Score: -8144376.000000 Penalty: 3834.352295
	Iteration 60F: 3 clusters Score -8144376 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 117779 members 
Entering Unmasked Estep 
Score: -8144448.500000 Penalty: 3834.352295
	Iteration 61Q: 3 clusters Score -8144448 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -8144480.000000 Penalty: 3834.352295
	Iteration 62Q: 3 clusters Score -8144480 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 118338 members 
Entering Unmasked Estep 
Score: -8144496.500000 Penalty: 3834.352295
	Iteration 63Q: 3 clusters Score -8144496 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 118633 members 
Entering Unmasked Estep 
Score: -8144550.500000 Penalty: 3834.352295
	Iteration 64Q: 3 clusters Score -8144550 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 118910 members 
Entering Unmasked Estep 
Score: -8144627.000000 Penalty: 3834.352295
	Iteration 65Q: 3 clusters Score -8144627 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
Score: -8144721.500000 Penalty: 3834.352295
	Iteration 66Q: 3 clusters Score -8144722 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 119463 members 
Entering Unmasked Estep 
Score: -8144786.000000 Penalty: 3834.352295
	Iteration 67Q: 3 clusters Score -8144786 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -8144848.500000 Penalty: 3834.352295
	Iteration 68Q: 3 clusters Score -8144848 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 120014 members 
Entering Unmasked Estep 
Score: -8144915.000000 Penalty: 3834.352295
	Iteration 69Q: 3 clusters Score -8144915 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 120285 members 
Entering Unmasked Estep 
Score: -8144998.500000 Penalty: 3834.352295
	Iteration 70Q: 3 clusters Score -8144998 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 120517 members 
Entering Unmasked Estep 
Score: -8145069.000000 Penalty: 3834.352295
	Iteration 71Q: 3 clusters Score -8145069 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 120779 members 
Entering Unmasked Estep 
Score: -8145157.000000 Penalty: 3834.352295
	Iteration 72Q: 3 clusters Score -8145157 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 121012 members 
Entering Unmasked Estep 
Score: -8145251.000000 Penalty: 3834.352295
	Iteration 73Q: 3 clusters Score -8145251 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -8145310.500000 Penalty: 3834.352295
	Iteration 74Q: 3 clusters Score -8145310 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 121465 members 
Entering Unmasked Estep 
Score: -8145389.000000 Penalty: 3834.352295
	Iteration 75Q: 3 clusters Score -8145389 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 121674 members 
Entering Unmasked Estep 
Score: -8145420.500000 Penalty: 3834.352295
	Iteration 76Q: 3 clusters Score -8145420 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 121867 members 
Entering Unmasked Estep 
Score: -8145472.000000 Penalty: 3834.352295
	Iteration 77Q: 3 clusters Score -8145472 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 122027 members 
Entering Unmasked Estep 
Score: -8145521.500000 Penalty: 3834.352295
	Iteration 78Q: 3 clusters Score -8145522 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 122183 members 
Entering Unmasked Estep 
Score: -8145556.000000 Penalty: 3834.352295
	Iteration 79Q: 3 clusters Score -8145556 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 122322 members 
Entering Unmasked Estep 
Score: -8145567.500000 Penalty: 3834.352295
	Iteration 80F: 3 clusters Score -8145568 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 122435 members 
Entering Unmasked Estep 
Score: -8145588.000000 Penalty: 3834.352295
	Iteration 81Q: 3 clusters Score -8145588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 122531 members 
Entering Unmasked Estep 
Score: -8145624.500000 Penalty: 3834.352295
	Iteration 82Q: 3 clusters Score -8145624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -8145645.000000 Penalty: 3834.352295
	Iteration 83Q: 3 clusters Score -8145645 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 122720 members 
Entering Unmasked Estep 
Score: -8145643.000000 Penalty: 3834.352295
	Iteration 84Q: 3 clusters Score -8145643 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 122790 members 
Entering Unmasked Estep 
Score: -8145653.500000 Penalty: 3834.352295
	Iteration 85Q: 3 clusters Score -8145654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 122864 members 
Entering Unmasked Estep 
Score: -8145683.000000 Penalty: 3834.352295
	Iteration 86Q: 3 clusters Score -8145683 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 122952 members 
Entering Unmasked Estep 
Score: -8145693.500000 Penalty: 3834.352295
	Iteration 87Q: 3 clusters Score -8145694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 123027 members 
Entering Unmasked Estep 
Score: -8145702.000000 Penalty: 3834.352295
	Iteration 88Q: 3 clusters Score -8145702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 123092 members 
Entering Unmasked Estep 
Score: -8145729.500000 Penalty: 3834.352295
	Iteration 89Q: 3 clusters Score -8145730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -8145741.500000 Penalty: 3834.352295
	Iteration 90Q: 3 clusters Score -8145742 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 123198 members 
Entering Unmasked Estep 
Score: -8145750.500000 Penalty: 3834.352295
	Iteration 91Q: 3 clusters Score -8145750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -8145743.500000 Penalty: 3834.352295
	Iteration 92Q: 3 clusters Score -8145744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 123284 members 
Entering Unmasked Estep 
Score: -8145745.000000 Penalty: 3834.352295
	Iteration 93Q: 3 clusters Score -8145745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 123318 members 
Entering Unmasked Estep 
Score: -8145761.000000 Penalty: 3834.352295
	Iteration 94Q: 3 clusters Score -8145761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -8145763.500000 Penalty: 3834.352295
	Iteration 95Q: 3 clusters Score -8145764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 123374 members 
Entering Unmasked Estep 
Score: -8145756.000000 Penalty: 3834.352295
	Iteration 96Q: 3 clusters Score -8145756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 123383 members 
Entering Unmasked Estep 
Score: -8145761.500000 Penalty: 3834.352295
	Iteration 97Q: 3 clusters Score -8145762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -8145759.500000 Penalty: 3834.352295
	Iteration 98Q: 3 clusters Score -8145760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 123396 members 
Entering Unmasked Estep 
Score: -8145759.000000 Penalty: 3834.352295
	Iteration 99Q: 3 clusters Score -8145759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 123403 members 
Entering Unmasked Estep 
Score: -8145756.000000 Penalty: 3834.352295
	Iteration 100F: 3 clusters Score -8145756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 123409 members 
Entering Unmasked Estep 
Score: -8145752.500000 Penalty: 3834.352295
	Iteration 101Q: 3 clusters Score -8145752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 123421 members 
Entering Unmasked Estep 
Score: -8145749.000000 Penalty: 3834.352295
	Iteration 102Q: 3 clusters Score -8145749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 123434 members 
Entering Unmasked Estep 
Score: -8145753.500000 Penalty: 3834.352295
	Iteration 103Q: 3 clusters Score -8145754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 123440 members 
Entering Unmasked Estep 
Score: -8145751.500000 Penalty: 3834.352295
	Iteration 104Q: 3 clusters Score -8145752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 123444 members 
Entering Unmasked Estep 
Score: -8145749.500000 Penalty: 3834.352295
	Iteration 105Q: 3 clusters Score -8145750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 123450 members 
Entering Unmasked Estep 
Score: -8145755.000000 Penalty: 3834.352295
	Iteration 106Q: 3 clusters Score -8145755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 123454 members 
Entering Unmasked Estep 
Score: -8145753.500000 Penalty: 3834.352295
	Iteration 107Q: 3 clusters Score -8145754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 123462 members 
Entering Unmasked Estep 
Score: -8145751.000000 Penalty: 3834.352295
	Iteration 108Q: 3 clusters Score -8145751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 123470 members 
Entering Unmasked Estep 
Score: -8145756.000000 Penalty: 3834.352295
	Iteration 109Q: 3 clusters Score -8145756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 123477 members 
Entering Unmasked Estep 
Score: -8145752.500000 Penalty: 3834.352295
	Iteration 110Q: 3 clusters Score -8145752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 123482 members 
Entering Unmasked Estep 
Score: -8145754.000000 Penalty: 3834.352295
	Iteration 111Q: 3 clusters Score -8145754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 123487 members 
Entering Unmasked Estep 
Score: -8145745.500000 Penalty: 3834.352295
	Iteration 112Q: 3 clusters Score -8145746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 123488 members 
Entering Unmasked Estep 
Score: -8145744.500000 Penalty: 3834.352295
	Iteration 113Q: 3 clusters Score -8145744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 123491 members 
Entering Unmasked Estep 
Score: -8145751.500000 Penalty: 3834.352295
	Iteration 114Q: 3 clusters Score -8145752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 123493 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8145749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 123496 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8145750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -8145747.000000 Penalty: 3834.352295
	Iteration 117Q: 3 clusters Score -8145747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 123499 members 
Entering Unmasked Estep 
Score: -8145746.500000 Penalty: 3834.352295
	Iteration 118Q: 3 clusters Score -8145746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 123500 members 
Entering Unmasked Estep 
Score: -8145754.500000 Penalty: 3834.352295
	Iteration 119Q: 3 clusters Score -8145754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 123501 members 
Entering Unmasked Estep 
Score: -8145753.000000 Penalty: 3834.352295
	Iteration 120F: 3 clusters Score -8145753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 12542 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 33629 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 82368 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 14 contains 9486 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 13052 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 58640 members 
Mstep: Class 20 contains 14140 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 32295 members 
Mstep: Class 23 contains 123501 members 
Entering Unmasked Estep 
Score: -26910170.000000 Penalty: 48720.890625
Splitting cluster 14 changes total score from -26906364.000000 to -26910170.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (7208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Entering Unmasked Estep 
Score: -428273.750000 Penalty: 1443.478882
	Iteration 0F: 2 clusters Score -428273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -422882.687500 Penalty: 2886.957764
	Iteration 0F: 3 clusters Score -422882.7 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -424478.000000 Penalty: 2886.957764
	Iteration 1F: 3 clusters Score -424478 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -424744.687500 Penalty: 2886.957764
	Iteration 2F: 3 clusters Score -424744.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -425007.437500 Penalty: 2886.957764
	Iteration 3F: 3 clusters Score -425007.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -425306.281250 Penalty: 2886.957764
	Iteration 4F: 3 clusters Score -425306.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -425627.937500 Penalty: 2886.957764
	Iteration 5F: 3 clusters Score -425627.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -425975.812500 Penalty: 2886.957764
	Iteration 6F: 3 clusters Score -425975.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -426354.218750 Penalty: 2886.957764
	Iteration 7F: 3 clusters Score -426354.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -426723.906250 Penalty: 2886.957764
	Iteration 8F: 3 clusters Score -426723.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -427014.593750 Penalty: 2886.957764
	Iteration 9Q: 3 clusters Score -427014.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -427241.218750 Penalty: 2886.957764
	Iteration 10Q: 3 clusters Score -427241.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -427385.562500 Penalty: 2886.957764
	Iteration 11Q: 3 clusters Score -427385.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -427470.250000 Penalty: 2886.957764
	Iteration 12Q: 3 clusters Score -427470.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -427523.718750 Penalty: 2886.957764
	Iteration 13Q: 3 clusters Score -427523.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -427565.218750 Penalty: 2886.957764
	Iteration 14Q: 3 clusters Score -427565.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -427591.125000 Penalty: 2886.957764
	Iteration 15Q: 3 clusters Score -427591.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -427600.750000 Penalty: 2886.957764
	Iteration 16Q: 3 clusters Score -427600.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -427607.062500 Penalty: 2886.957764
	Iteration 17Q: 3 clusters Score -427607.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -427611.218750 Penalty: 2886.957764
	Iteration 18Q: 3 clusters Score -427611.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -427612.625000 Penalty: 2886.957764
	Iteration 19Q: 3 clusters Score -427612.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -427616.781250 Penalty: 2886.957764
	Iteration 20F: 3 clusters Score -427616.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -427620.656250 Penalty: 2886.957764
	Iteration 21Q: 3 clusters Score -427620.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -427623.250000 Penalty: 2886.957764
	Iteration 22Q: 3 clusters Score -427623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -427624.812500 Penalty: 2886.957764
	Iteration 23Q: 3 clusters Score -427624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -427626.375000 Penalty: 2886.957764
	Iteration 24Q: 3 clusters Score -427626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -427628.062500 Penalty: 2886.957764
	Iteration 25Q: 3 clusters Score -427628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -427628.187500 Penalty: 2886.957764
	Iteration 26Q: 3 clusters Score -427628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -427628.375000 Penalty: 2886.957764
	Iteration 27Q: 3 clusters Score -427628.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -427628.375000 Penalty: 2886.957764
	Iteration 28F: 3 clusters Score -427628.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Entering Unmasked Estep 
Score: -798767.125000 Penalty: 1539.963257
	Iteration 0F: 2 clusters Score -798767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -789691.562500 Penalty: 3079.926514
	Iteration 0F: 3 clusters Score -789691.6 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -792850.250000 Penalty: 3079.926514
	Iteration 1F: 3 clusters Score -792850.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -793297.562500 Penalty: 3079.926514
	Iteration 2F: 3 clusters Score -793297.6 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -793783.125000 Penalty: 3079.926514
	Iteration 3F: 3 clusters Score -793783.1 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -794349.187500 Penalty: 3079.926514
	Iteration 4F: 3 clusters Score -794349.2 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -795050.625000 Penalty: 3079.926514
	Iteration 5F: 3 clusters Score -795050.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -795848.500000 Penalty: 3079.926514
	Iteration 6F: 3 clusters Score -795848.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -796468.187500 Penalty: 3079.926514
	Iteration 7F: 3 clusters Score -796468.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -796846.062500 Penalty: 3079.926514
	Iteration 8Q: 3 clusters Score -796846.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -797080.937500 Penalty: 3079.926514
	Iteration 9Q: 3 clusters Score -797080.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -797244.375000 Penalty: 3079.926514
	Iteration 10Q: 3 clusters Score -797244.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -797326.625000 Penalty: 3079.926514
	Iteration 11Q: 3 clusters Score -797326.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -797374.312500 Penalty: 3079.926514
	Iteration 12Q: 3 clusters Score -797374.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -797413.000000 Penalty: 3079.926514
	Iteration 13Q: 3 clusters Score -797413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -797442.062500 Penalty: 3079.926514
	Iteration 14Q: 3 clusters Score -797442.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -797456.500000 Penalty: 3079.926514
	Iteration 15Q: 3 clusters Score -797456.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -797471.000000 Penalty: 3079.926514
	Iteration 16Q: 3 clusters Score -797471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -797482.875000 Penalty: 3079.926514
	Iteration 17Q: 3 clusters Score -797482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -797489.250000 Penalty: 3079.926514
	Iteration 18Q: 3 clusters Score -797489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -797494.437500 Penalty: 3079.926514
	Iteration 19Q: 3 clusters Score -797494.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -797500.937500 Penalty: 3079.926514
	Iteration 20F: 3 clusters Score -797500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -797509.000000 Penalty: 3079.926514
	Iteration 21Q: 3 clusters Score -797509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -797517.375000 Penalty: 3079.926514
	Iteration 22Q: 3 clusters Score -797517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -797523.187500 Penalty: 3079.926514
	Iteration 23Q: 3 clusters Score -797523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -797525.375000 Penalty: 3079.926514
	Iteration 24Q: 3 clusters Score -797525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -797530.937500 Penalty: 3079.926514
	Iteration 25Q: 3 clusters Score -797530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -797533.812500 Penalty: 3079.926514
	Iteration 26Q: 3 clusters Score -797533.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -797534.500000 Penalty: 3079.926514
	Iteration 27Q: 3 clusters Score -797534.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -797534.500000 Penalty: 3079.926514
	Iteration 28F: 3 clusters Score -797534.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -199317.187500 Penalty: 1335.202026
	Iteration 0F: 2 clusters Score -199317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -196177.000000 Penalty: 2670.404053
	Iteration 0F: 3 clusters Score -196177 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -197031.437500 Penalty: 2670.404053
	Iteration 1F: 3 clusters Score -197031.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -197210.156250 Penalty: 2670.404053
	Iteration 2F: 3 clusters Score -197210.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -197344.093750 Penalty: 2670.404053
	Iteration 3F: 3 clusters Score -197344.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -197433.015625 Penalty: 2670.404053
	Iteration 4Q: 3 clusters Score -197433 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -197510.843750 Penalty: 2670.404053
	Iteration 5Q: 3 clusters Score -197510.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -197593.125000 Penalty: 2670.404053
	Iteration 6Q: 3 clusters Score -197593.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -197673.187500 Penalty: 2670.404053
	Iteration 7Q: 3 clusters Score -197673.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -197800.703125 Penalty: 2670.404053
	Iteration 8Q: 3 clusters Score -197800.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -197956.531250 Penalty: 2670.404053
	Iteration 9Q: 3 clusters Score -197956.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -198114.125000 Penalty: 2670.404053
	Iteration 10Q: 3 clusters Score -198114.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -198317.703125 Penalty: 2670.404053
	Iteration 11Q: 3 clusters Score -198317.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -198522.671875 Penalty: 2670.404053
	Iteration 12Q: 3 clusters Score -198522.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -198687.250000 Penalty: 2670.404053
	Iteration 13Q: 3 clusters Score -198687.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -198814.625000 Penalty: 2670.404053
	Iteration 14Q: 3 clusters Score -198814.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -198890.781250 Penalty: 2670.404053
	Iteration 15Q: 3 clusters Score -198890.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -198945.546875 Penalty: 2670.404053
	Iteration 16Q: 3 clusters Score -198945.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -198978.750000 Penalty: 2670.404053
	Iteration 17Q: 3 clusters Score -198978.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -199009.265625 Penalty: 2670.404053
	Iteration 18Q: 3 clusters Score -199009.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -199037.812500 Penalty: 2670.404053
	Iteration 19Q: 3 clusters Score -199037.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -199068.359375 Penalty: 2670.404053
	Iteration 20F: 3 clusters Score -199068.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -199092.093750 Penalty: 2670.404053
	Iteration 21Q: 3 clusters Score -199092.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -199111.984375 Penalty: 2670.404053
	Iteration 22Q: 3 clusters Score -199112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -199127.984375 Penalty: 2670.404053
	Iteration 23Q: 3 clusters Score -199128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -199139.109375 Penalty: 2670.404053
	Iteration 24Q: 3 clusters Score -199139.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -199144.812500 Penalty: 2670.404053
	Iteration 25Q: 3 clusters Score -199144.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -199151.421875 Penalty: 2670.404053
	Iteration 26Q: 3 clusters Score -199151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -199154.312500 Penalty: 2670.404053
	Iteration 27Q: 3 clusters Score -199154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -199155.656250 Penalty: 2670.404053
	Iteration 28Q: 3 clusters Score -199155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -199156.734375 Penalty: 2670.404053
	Iteration 29Q: 3 clusters Score -199156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -199158.296875 Penalty: 2670.404053
	Iteration 30Q: 3 clusters Score -199158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -199159.640625 Penalty: 2670.404053
	Iteration 31Q: 3 clusters Score -199159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -199161.562500 Penalty: 2670.404053
	Iteration 32Q: 3 clusters Score -199161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -199164.671875 Penalty: 2670.404053
	Iteration 33Q: 3 clusters Score -199164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -199166.468750 Penalty: 2670.404053
	Iteration 34Q: 3 clusters Score -199166.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -199169.531250 Penalty: 2670.404053
	Iteration 35Q: 3 clusters Score -199169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -199174.203125 Penalty: 2670.404053
	Iteration 36Q: 3 clusters Score -199174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -199180.875000 Penalty: 2670.404053
	Iteration 37Q: 3 clusters Score -199180.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -199185.703125 Penalty: 2670.404053
	Iteration 38Q: 3 clusters Score -199185.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -199190.796875 Penalty: 2670.404053
	Iteration 39Q: 3 clusters Score -199190.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -199197.890625 Penalty: 2670.404053
	Iteration 40F: 3 clusters Score -199197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -199204.328125 Penalty: 2670.404053
	Iteration 41Q: 3 clusters Score -199204.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -199208.000000 Penalty: 2670.404053
	Iteration 42Q: 3 clusters Score -199208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -199213.046875 Penalty: 2670.404053
	Iteration 43Q: 3 clusters Score -199213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -199215.296875 Penalty: 2670.404053
	Iteration 44Q: 3 clusters Score -199215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -199217.765625 Penalty: 2670.404053
	Iteration 45Q: 3 clusters Score -199217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -199219.796875 Penalty: 2670.404053
	Iteration 46Q: 3 clusters Score -199219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -199219.734375 Penalty: 2670.404053
	Iteration 47Q: 3 clusters Score -199219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -199221.140625 Penalty: 2670.404053
	Iteration 48Q: 3 clusters Score -199221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -199221.359375 Penalty: 2670.404053
	Iteration 49Q: 3 clusters Score -199221.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -199221.359375 Penalty: 2670.404053
	Iteration 50F: 3 clusters Score -199221.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Entering Unmasked Estep 
Score: -3629744.500000 Penalty: 1784.115601
	Iteration 0F: 2 clusters Score -3629744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3590347.000000 Penalty: 3568.231201
	Iteration 0F: 3 clusters Score -3590347 nChanged 27726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3606785.250000 Penalty: 3568.231201
	Iteration 1F: 3 clusters Score -3606785 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3607820.500000 Penalty: 3568.231201
	Iteration 2Q: 3 clusters Score -3607820 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3609384.750000 Penalty: 3568.231201
	Iteration 3F: 3 clusters Score -3609385 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3612026.250000 Penalty: 3568.231201
	Iteration 4F: 3 clusters Score -3612026 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3615672.000000 Penalty: 3568.231201
	Iteration 5F: 3 clusters Score -3615672 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3619560.750000 Penalty: 3568.231201
	Iteration 6F: 3 clusters Score -3619561 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3622900.750000 Penalty: 3568.231201
	Iteration 7F: 3 clusters Score -3622901 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3625187.000000 Penalty: 3568.231201
	Iteration 8Q: 3 clusters Score -3625187 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3626405.500000 Penalty: 3568.231201
	Iteration 9Q: 3 clusters Score -3626406 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3627020.000000 Penalty: 3568.231201
	Iteration 10Q: 3 clusters Score -3627020 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3627387.750000 Penalty: 3568.231201
	Iteration 11Q: 3 clusters Score -3627388 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3627659.000000 Penalty: 3568.231201
	Iteration 12Q: 3 clusters Score -3627659 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3627859.750000 Penalty: 3568.231201
	Iteration 13Q: 3 clusters Score -3627860 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3628025.750000 Penalty: 3568.231201
	Iteration 14Q: 3 clusters Score -3628026 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3628135.000000 Penalty: 3568.231201
	Iteration 15Q: 3 clusters Score -3628135 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3628242.000000 Penalty: 3568.231201
	Iteration 16Q: 3 clusters Score -3628242 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3628362.500000 Penalty: 3568.231201
	Iteration 17Q: 3 clusters Score -3628362 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3628461.500000 Penalty: 3568.231201
	Iteration 18Q: 3 clusters Score -3628462 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3628558.750000 Penalty: 3568.231201
	Iteration 19Q: 3 clusters Score -3628559 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3628651.500000 Penalty: 3568.231201
	Iteration 20F: 3 clusters Score -3628652 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3628738.250000 Penalty: 3568.231201
	Iteration 21Q: 3 clusters Score -3628738 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3628834.000000 Penalty: 3568.231201
	Iteration 22Q: 3 clusters Score -3628834 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3628919.750000 Penalty: 3568.231201
	Iteration 23Q: 3 clusters Score -3628920 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3628986.250000 Penalty: 3568.231201
	Iteration 24Q: 3 clusters Score -3628986 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3629027.500000 Penalty: 3568.231201
	Iteration 25Q: 3 clusters Score -3629028 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3629063.000000 Penalty: 3568.231201
	Iteration 26Q: 3 clusters Score -3629063 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3629089.000000 Penalty: 3568.231201
	Iteration 27Q: 3 clusters Score -3629089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3629125.750000 Penalty: 3568.231201
	Iteration 28Q: 3 clusters Score -3629126 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3629142.250000 Penalty: 3568.231201
	Iteration 29Q: 3 clusters Score -3629142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3629167.500000 Penalty: 3568.231201
	Iteration 30Q: 3 clusters Score -3629168 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3629204.500000 Penalty: 3568.231201
	Iteration 31Q: 3 clusters Score -3629204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3629220.500000 Penalty: 3568.231201
	Iteration 32Q: 3 clusters Score -3629220 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3629234.000000 Penalty: 3568.231201
	Iteration 33Q: 3 clusters Score -3629234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3629258.250000 Penalty: 3568.231201
	Iteration 34Q: 3 clusters Score -3629258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3629287.000000 Penalty: 3568.231201
	Iteration 35Q: 3 clusters Score -3629287 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3629292.500000 Penalty: 3568.231201
	Iteration 36Q: 3 clusters Score -3629292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3629308.750000 Penalty: 3568.231201
	Iteration 37Q: 3 clusters Score -3629309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3629318.750000 Penalty: 3568.231201
	Iteration 38Q: 3 clusters Score -3629319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3629321.250000 Penalty: 3568.231201
	Iteration 39Q: 3 clusters Score -3629321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3629333.250000 Penalty: 3568.231201
	Iteration 40F: 3 clusters Score -3629333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3629323.250000 Penalty: 3568.231201
	Iteration 41Q: 3 clusters Score -3629323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3629334.000000 Penalty: 3568.231201
	Iteration 42Q: 3 clusters Score -3629334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3629344.250000 Penalty: 3568.231201
	Iteration 43Q: 3 clusters Score -3629344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3629339.000000 Penalty: 3568.231201
	Iteration 44Q: 3 clusters Score -3629339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3629341.750000 Penalty: 3568.231201
	Iteration 45Q: 3 clusters Score -3629342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3629343.000000 Penalty: 3568.231201
	Iteration 46Q: 3 clusters Score -3629343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3629340.750000 Penalty: 3568.231201
	Iteration 47Q: 3 clusters Score -3629341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3629348.750000 Penalty: 3568.231201
	Iteration 48Q: 3 clusters Score -3629349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3629343.500000 Penalty: 3568.231201
	Iteration 49Q: 3 clusters Score -3629344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3629347.000000 Penalty: 3568.231201
	Iteration 50Q: 3 clusters Score -3629347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3629349.500000 Penalty: 3568.231201
	Iteration 51Q: 3 clusters Score -3629350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3629349.500000 Penalty: 3568.231201
	Iteration 52F: 3 clusters Score -3629350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -840689.562500 Penalty: 1552.973877
	Iteration 0F: 2 clusters Score -840689.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -830872.875000 Penalty: 3105.947754
	Iteration 0F: 3 clusters Score -830872.9 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -834696.937500 Penalty: 3105.947754
	Iteration 1F: 3 clusters Score -834696.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -835702.750000 Penalty: 3105.947754
	Iteration 2F: 3 clusters Score -835702.8 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -836888.437500 Penalty: 3105.947754
	Iteration 3F: 3 clusters Score -836888.4 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -837839.625000 Penalty: 3105.947754
	Iteration 4F: 3 clusters Score -837839.6 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -838563.500000 Penalty: 3105.947754
	Iteration 5F: 3 clusters Score -838563.5 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -839098.250000 Penalty: 3105.947754
	Iteration 6F: 3 clusters Score -839098.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -839482.937500 Penalty: 3105.947754
	Iteration 7Q: 3 clusters Score -839482.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -839773.187500 Penalty: 3105.947754
	Iteration 8Q: 3 clusters Score -839773.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -840007.062500 Penalty: 3105.947754
	Iteration 9Q: 3 clusters Score -840007.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -840212.687500 Penalty: 3105.947754
	Iteration 10Q: 3 clusters Score -840212.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -840434.812500 Penalty: 3105.947754
	Iteration 11Q: 3 clusters Score -840434.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -840681.562500 Penalty: 3105.947754
	Iteration 12Q: 3 clusters Score -840681.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -840889.687500 Penalty: 3105.947754
	Iteration 13Q: 3 clusters Score -840889.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -841043.312500 Penalty: 3105.947754
	Iteration 14Q: 3 clusters Score -841043.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -841152.812500 Penalty: 3105.947754
	Iteration 15Q: 3 clusters Score -841152.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -841239.500000 Penalty: 3105.947754
	Iteration 16Q: 3 clusters Score -841239.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -841288.375000 Penalty: 3105.947754
	Iteration 17Q: 3 clusters Score -841288.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -841317.687500 Penalty: 3105.947754
	Iteration 18Q: 3 clusters Score -841317.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -841331.312500 Penalty: 3105.947754
	Iteration 19Q: 3 clusters Score -841331.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -841337.125000 Penalty: 3105.947754
	Iteration 20F: 3 clusters Score -841337.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -841346.312500 Penalty: 3105.947754
	Iteration 21Q: 3 clusters Score -841346.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -841350.437500 Penalty: 3105.947754
	Iteration 22Q: 3 clusters Score -841350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -841352.625000 Penalty: 3105.947754
	Iteration 23Q: 3 clusters Score -841352.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -841352.250000 Penalty: 3105.947754
	Iteration 24Q: 3 clusters Score -841352.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -841357.687500 Penalty: 3105.947754
	Iteration 25Q: 3 clusters Score -841357.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -841357.937500 Penalty: 3105.947754
	Iteration 26Q: 3 clusters Score -841357.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -841361.125000 Penalty: 3105.947754
	Iteration 27Q: 3 clusters Score -841361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -841363.750000 Penalty: 3105.947754
	Iteration 28Q: 3 clusters Score -841363.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -841367.375000 Penalty: 3105.947754
	Iteration 29Q: 3 clusters Score -841367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -841372.125000 Penalty: 3105.947754
	Iteration 30Q: 3 clusters Score -841372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -841372.812500 Penalty: 3105.947754
	Iteration 31Q: 3 clusters Score -841372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -841375.000000 Penalty: 3105.947754
	Iteration 32Q: 3 clusters Score -841375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -841374.375000 Penalty: 3105.947754
	Iteration 33Q: 3 clusters Score -841374.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -841376.875000 Penalty: 3105.947754
	Iteration 34Q: 3 clusters Score -841376.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -841376.437500 Penalty: 3105.947754
	Iteration 35Q: 3 clusters Score -841376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -841379.062500 Penalty: 3105.947754
	Iteration 36Q: 3 clusters Score -841379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -841378.812500 Penalty: 3105.947754
	Iteration 37Q: 3 clusters Score -841378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -841379.937500 Penalty: 3105.947754
	Iteration 38Q: 3 clusters Score -841379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -841380.687500 Penalty: 3105.947754
	Iteration 39Q: 3 clusters Score -841380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -841379.875000 Penalty: 3105.947754
	Iteration 40F: 3 clusters Score -841379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -841380.937500 Penalty: 3105.947754
	Iteration 41Q: 3 clusters Score -841380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -841380.750000 Penalty: 3105.947754
	Iteration 42Q: 3 clusters Score -841380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -841381.000000 Penalty: 3105.947754
	Iteration 43Q: 3 clusters Score -841381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -841382.625000 Penalty: 3105.947754
	Iteration 44Q: 3 clusters Score -841382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -841384.687500 Penalty: 3105.947754
	Iteration 45Q: 3 clusters Score -841384.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -841387.000000 Penalty: 3105.947754
	Iteration 46Q: 3 clusters Score -841387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -841385.250000 Penalty: 3105.947754
	Iteration 47Q: 3 clusters Score -841385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -841386.125000 Penalty: 3105.947754
	Iteration 48Q: 3 clusters Score -841386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -841386.937500 Penalty: 3105.947754
	Iteration 49Q: 3 clusters Score -841386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -841387.312500 Penalty: 3105.947754
	Iteration 50Q: 3 clusters Score -841387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -841386.687500 Penalty: 3105.947754
	Iteration 51Q: 3 clusters Score -841386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -841386.687500 Penalty: 3105.947754
	Iteration 52F: 3 clusters Score -841386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 12542 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 33629 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 82368 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 14 contains 9486 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 13052 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 58640 members 
Mstep: Class 20 contains 13133 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 32295 members 
Mstep: Class 23 contains 123501 members 
Mstep: Class 24 contains 1007 members 
Entering Unmasked Estep 
Score: -26910288.000000 Penalty: 50839.187500
Splitting cluster 20 changes total score from -26906364.000000 to -26910288.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (4415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Entering Unmasked Estep 
Score: -257763.062500 Penalty: 1363.823975
	Iteration 0F: 2 clusters Score -257763.1 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 2115 members 
Entering Unmasked Estep 
Score: -254186.531250 Penalty: 2727.647949
	Iteration 0F: 3 clusters Score -254186.5 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -255189.578125 Penalty: 2727.647949
	Iteration 1F: 3 clusters Score -255189.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -255469.609375 Penalty: 2727.647949
	Iteration 2F: 3 clusters Score -255469.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -255702.906250 Penalty: 2727.647949
	Iteration 3F: 3 clusters Score -255702.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -255888.625000 Penalty: 2727.647949
	Iteration 4F: 3 clusters Score -255888.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -256055.187500 Penalty: 2727.647949
	Iteration 5Q: 3 clusters Score -256055.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -256207.125000 Penalty: 2727.647949
	Iteration 6Q: 3 clusters Score -256207.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -256313.921875 Penalty: 2727.647949
	Iteration 7Q: 3 clusters Score -256313.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -256433.546875 Penalty: 2727.647949
	Iteration 8Q: 3 clusters Score -256433.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -256538.718750 Penalty: 2727.647949
	Iteration 9Q: 3 clusters Score -256538.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -256612.218750 Penalty: 2727.647949
	Iteration 10Q: 3 clusters Score -256612.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -256677.406250 Penalty: 2727.647949
	Iteration 11Q: 3 clusters Score -256677.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -256729.406250 Penalty: 2727.647949
	Iteration 12Q: 3 clusters Score -256729.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -256765.203125 Penalty: 2727.647949
	Iteration 13Q: 3 clusters Score -256765.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -256791.453125 Penalty: 2727.647949
	Iteration 14Q: 3 clusters Score -256791.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -256805.015625 Penalty: 2727.647949
	Iteration 15Q: 3 clusters Score -256805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -256816.031250 Penalty: 2727.647949
	Iteration 16Q: 3 clusters Score -256816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -256825.156250 Penalty: 2727.647949
	Iteration 17Q: 3 clusters Score -256825.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -256832.796875 Penalty: 2727.647949
	Iteration 18Q: 3 clusters Score -256832.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -256836.968750 Penalty: 2727.647949
	Iteration 19Q: 3 clusters Score -256837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -256841.375000 Penalty: 2727.647949
	Iteration 20F: 3 clusters Score -256841.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -256844.812500 Penalty: 2727.647949
	Iteration 21Q: 3 clusters Score -256844.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -256848.203125 Penalty: 2727.647949
	Iteration 22Q: 3 clusters Score -256848.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -256851.171875 Penalty: 2727.647949
	Iteration 23Q: 3 clusters Score -256851.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -256853.187500 Penalty: 2727.647949
	Iteration 24Q: 3 clusters Score -256853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -256854.250000 Penalty: 2727.647949
	Iteration 25Q: 3 clusters Score -256854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -256855.593750 Penalty: 2727.647949
	Iteration 26Q: 3 clusters Score -256855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -256856.890625 Penalty: 2727.647949
	Iteration 27Q: 3 clusters Score -256856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -256857.562500 Penalty: 2727.647949
	Iteration 28Q: 3 clusters Score -256857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -256857.828125 Penalty: 2727.647949
	Iteration 29Q: 3 clusters Score -256857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -256857.828125 Penalty: 2727.647949
	Iteration 30F: 3 clusters Score -256857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 12542 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 33629 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 82368 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 14 contains 9486 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 17 contains 13052 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 58640 members 
Mstep: Class 20 contains 13133 members 
Mstep: Class 21 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26916058.000000 Penalty: 50839.187500
Iteration 39Q: 25 clusters Score -2.691606e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 12708 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 11108 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 84606 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 16562 members 
Mstep: Class 13 contains 4675 members 
Mstep: Class 14 contains 10124 members 
Mstep: Class 15 contains 7225 members 
Mstep: Class 16 contains 3299 members 
Mstep: Class 17 contains 12931 members 
Mstep: Class 18 contains 3696 members 
Mstep: Class 19 contains 59210 members 
Mstep: Class 20 contains 13481 members 
Mstep: Class 21 contains 4492 members 
Mstep: Class 22 contains 31728 members 
Mstep: Class 23 contains 119039 members 
Mstep: Class 24 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2055.086914 but Gain 2118.296875
Score: -26921554.000000 Penalty: 48720.890625
Iteration 40F: 24 clusters Score -2.692155e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 1881 members 
Mstep: Class 3 contains 13003 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 33717 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 10938 members 
Mstep: Class 8 contains 6150 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 86556 members 
Mstep: Class 11 contains 7207 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 4627 members 
Mstep: Class 14 contains 10405 members 
Mstep: Class 15 contains 7188 members 
Mstep: Class 16 contains 3380 members 
Mstep: Class 17 contains 12554 members 
Mstep: Class 18 contains 3668 members 
Mstep: Class 19 contains 59564 members 
Mstep: Class 20 contains 13360 members 
Mstep: Class 21 contains 4372 members 
Mstep: Class 22 contains 31976 members 
Mstep: Class 23 contains 117526 members 
Mstep: Class 24 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26926424.000000 Penalty: 48720.890625
Iteration 41Q: 24 clusters Score -2.692642e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 1951 members 
Mstep: Class 3 contains 13219 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 10858 members 
Mstep: Class 8 contains 6234 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 16245 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 14 contains 10676 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 12126 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 59750 members 
Mstep: Class 20 contains 13156 members 
Mstep: Class 21 contains 4322 members 
Mstep: Class 22 contains 32053 members 
Mstep: Class 23 contains 115523 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26928432.000000 Penalty: 48720.890625
Iteration 42Q: 24 clusters Score -2.692843e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 32775 members 
Mstep: Class 6 contains 2682 members 
Mstep: Class 7 contains 10807 members 
Mstep: Class 8 contains 6334 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 90212 members 
Mstep: Class 11 contains 7799 members 
Mstep: Class 12 contains 16110 members 
Mstep: Class 13 contains 4577 members 
Mstep: Class 14 contains 10949 members 
Mstep: Class 15 contains 7124 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 3485 members 
Mstep: Class 19 contains 59737 members 
Mstep: Class 20 contains 12970 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 32071 members 
Mstep: Class 23 contains 113839 members 
Mstep: Class 24 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26930022.000000 Penalty: 48720.890625
Iteration 43Q: 24 clusters Score -2.693002e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 13512 members 
Mstep: Class 4 contains 5249 members 
Mstep: Class 5 contains 32397 members 
Mstep: Class 6 contains 2728 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 6386 members 
Mstep: Class 9 contains 6060 members 
Mstep: Class 10 contains 91701 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 15968 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 11369 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 59616 members 
Mstep: Class 20 contains 12786 members 
Mstep: Class 21 contains 4253 members 
Mstep: Class 22 contains 32019 members 
Mstep: Class 23 contains 112458 members 
Mstep: Class 24 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26931224.000000 Penalty: 48720.890625
Iteration 44Q: 24 clusters Score -2.693122e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 13628 members 
Mstep: Class 4 contains 5423 members 
Mstep: Class 5 contains 32106 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 6429 members 
Mstep: Class 9 contains 6194 members 
Mstep: Class 10 contains 93113 members 
Mstep: Class 11 contains 8164 members 
Mstep: Class 12 contains 15862 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 11586 members 
Mstep: Class 15 contains 7082 members 
Mstep: Class 16 contains 3578 members 
Mstep: Class 17 contains 11026 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 59354 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 4243 members 
Mstep: Class 22 contains 31957 members 
Mstep: Class 23 contains 111204 members 
Mstep: Class 24 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26932288.000000 Penalty: 48720.890625
Iteration 45Q: 24 clusters Score -2.693229e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 5580 members 
Mstep: Class 5 contains 31872 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 10797 members 
Mstep: Class 8 contains 6484 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 94404 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 15753 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 11906 members 
Mstep: Class 15 contains 7059 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 10673 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 59045 members 
Mstep: Class 20 contains 12494 members 
Mstep: Class 21 contains 4233 members 
Mstep: Class 22 contains 31906 members 
Mstep: Class 23 contains 110158 members 
Mstep: Class 24 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26933028.000000 Penalty: 48720.890625
Iteration 46Q: 24 clusters Score -2.693303e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 13796 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 31691 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 10792 members 
Mstep: Class 8 contains 6536 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 95508 members 
Mstep: Class 11 contains 8411 members 
Mstep: Class 12 contains 15663 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 12240 members 
Mstep: Class 15 contains 7028 members 
Mstep: Class 16 contains 3682 members 
Mstep: Class 17 contains 10330 members 
Mstep: Class 18 contains 3233 members 
Mstep: Class 19 contains 58695 members 
Mstep: Class 20 contains 12381 members 
Mstep: Class 21 contains 4220 members 
Mstep: Class 22 contains 31804 members 
Mstep: Class 23 contains 109268 members 
Mstep: Class 24 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26933786.000000 Penalty: 48720.890625
Iteration 47Q: 24 clusters Score -2.693379e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 31544 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 7 contains 10775 members 
Mstep: Class 8 contains 6565 members 
Mstep: Class 9 contains 6500 members 
Mstep: Class 10 contains 96516 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 15571 members 
Mstep: Class 13 contains 4767 members 
Mstep: Class 14 contains 12614 members 
Mstep: Class 15 contains 7011 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 9994 members 
Mstep: Class 18 contains 3192 members 
Mstep: Class 19 contains 58252 members 
Mstep: Class 20 contains 12252 members 
Mstep: Class 21 contains 4197 members 
Mstep: Class 22 contains 31720 members 
Mstep: Class 23 contains 108556 members 
Mstep: Class 24 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26934278.000000 Penalty: 48720.890625
Iteration 48Q: 24 clusters Score -2.693428e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 13912 members 
Mstep: Class 4 contains 6139 members 
Mstep: Class 5 contains 31423 members 
Mstep: Class 6 contains 2846 members 
Mstep: Class 7 contains 10782 members 
Mstep: Class 8 contains 6613 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 97430 members 
Mstep: Class 11 contains 8610 members 
Mstep: Class 12 contains 15498 members 
Mstep: Class 13 contains 4817 members 
Mstep: Class 14 contains 12982 members 
Mstep: Class 15 contains 6994 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 3141 members 
Mstep: Class 19 contains 57722 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 21 contains 4167 members 
Mstep: Class 22 contains 31623 members 
Mstep: Class 23 contains 107938 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26934680.000000 Penalty: 48720.890625
Iteration 49Q: 24 clusters Score -2.693468e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 13948 members 
Mstep: Class 4 contains 6321 members 
Mstep: Class 5 contains 31307 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 7 contains 10788 members 
Mstep: Class 8 contains 6655 members 
Mstep: Class 9 contains 6660 members 
Mstep: Class 10 contains 98284 members 
Mstep: Class 11 contains 8680 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4867 members 
Mstep: Class 14 contains 13389 members 
Mstep: Class 15 contains 6988 members 
Mstep: Class 16 contains 3772 members 
Mstep: Class 17 contains 9381 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 57132 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 4135 members 
Mstep: Class 22 contains 31517 members 
Mstep: Class 23 contains 107463 members 
Mstep: Class 24 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26935110.000000 Penalty: 48720.890625
Iteration 50Q: 24 clusters Score -2.693511e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 13963 members 
Mstep: Class 4 contains 6515 members 
Mstep: Class 5 contains 31187 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 10790 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 6718 members 
Mstep: Class 10 contains 99074 members 
Mstep: Class 11 contains 8752 members 
Mstep: Class 12 contains 15380 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13794 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 9099 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 56496 members 
Mstep: Class 20 contains 12046 members 
Mstep: Class 21 contains 4110 members 
Mstep: Class 22 contains 31414 members 
Mstep: Class 23 contains 107043 members 
Mstep: Class 24 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26935662.000000 Penalty: 48720.890625
Iteration 51Q: 24 clusters Score -2.693566e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 13948 members 
Mstep: Class 4 contains 6742 members 
Mstep: Class 5 contains 31057 members 
Mstep: Class 6 contains 2883 members 
Mstep: Class 7 contains 10794 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 6779 members 
Mstep: Class 10 contains 99813 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 15343 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 14172 members 
Mstep: Class 15 contains 6979 members 
Mstep: Class 16 contains 3830 members 
Mstep: Class 17 contains 8817 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 55862 members 
Mstep: Class 20 contains 11994 members 
Mstep: Class 21 contains 4080 members 
Mstep: Class 22 contains 31330 members 
Mstep: Class 23 contains 106701 members 
Mstep: Class 24 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26936030.000000 Penalty: 48720.890625
Iteration 52Q: 24 clusters Score -2.693603e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 13926 members 
Mstep: Class 4 contains 6984 members 
Mstep: Class 5 contains 30935 members 
Mstep: Class 6 contains 2895 members 
Mstep: Class 7 contains 10789 members 
Mstep: Class 8 contains 6749 members 
Mstep: Class 9 contains 6831 members 
Mstep: Class 10 contains 100530 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 15293 members 
Mstep: Class 13 contains 4952 members 
Mstep: Class 14 contains 14579 members 
Mstep: Class 15 contains 6978 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 8558 members 
Mstep: Class 18 contains 3015 members 
Mstep: Class 19 contains 55180 members 
Mstep: Class 20 contains 11946 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 22 contains 31256 members 
Mstep: Class 23 contains 106388 members 
Mstep: Class 24 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26936390.000000 Penalty: 48720.890625
Iteration 53Q: 24 clusters Score -2.693639e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2269 members 
Mstep: Class 3 contains 13910 members 
Mstep: Class 4 contains 7228 members 
Mstep: Class 5 contains 30828 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 10785 members 
Mstep: Class 8 contains 6761 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 101129 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 15275 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 14987 members 
Mstep: Class 15 contains 6985 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 8330 members 
Mstep: Class 18 contains 3006 members 
Mstep: Class 19 contains 54472 members 
Mstep: Class 20 contains 11900 members 
Mstep: Class 21 contains 4045 members 
Mstep: Class 22 contains 31183 members 
Mstep: Class 23 contains 106122 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26936578.000000 Penalty: 48720.890625
Iteration 54Q: 24 clusters Score -2.693658e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 13897 members 
Mstep: Class 4 contains 7457 members 
Mstep: Class 5 contains 30731 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 6761 members 
Mstep: Class 9 contains 6924 members 
Mstep: Class 10 contains 101771 members 
Mstep: Class 11 contains 9032 members 
Mstep: Class 12 contains 15248 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 15414 members 
Mstep: Class 15 contains 6975 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 8130 members 
Mstep: Class 18 contains 3001 members 
Mstep: Class 19 contains 53728 members 
Mstep: Class 20 contains 11849 members 
Mstep: Class 21 contains 4015 members 
Mstep: Class 22 contains 31129 members 
Mstep: Class 23 contains 105889 members 
Mstep: Class 24 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26936984.000000 Penalty: 48720.890625
Iteration 55Q: 24 clusters Score -2.693698e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2270 members 
Mstep: Class 3 contains 13867 members 
Mstep: Class 4 contains 7672 members 
Mstep: Class 5 contains 30632 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 6764 members 
Mstep: Class 9 contains 6958 members 
Mstep: Class 10 contains 102392 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 15226 members 
Mstep: Class 13 contains 4978 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 6972 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 7926 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 52928 members 
Mstep: Class 20 contains 11794 members 
Mstep: Class 21 contains 3994 members 
Mstep: Class 22 contains 31080 members 
Mstep: Class 23 contains 105725 members 
Mstep: Class 24 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26937314.000000 Penalty: 48720.890625
Iteration 56Q: 24 clusters Score -2.693731e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 13828 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 30546 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 10713 members 
Mstep: Class 8 contains 6772 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 103067 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 15203 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 16364 members 
Mstep: Class 15 contains 6971 members 
Mstep: Class 16 contains 3950 members 
Mstep: Class 17 contains 7741 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 52101 members 
Mstep: Class 20 contains 11722 members 
Mstep: Class 21 contains 3979 members 
Mstep: Class 22 contains 31046 members 
Mstep: Class 23 contains 105569 members 
Mstep: Class 24 contains 1770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26937580.000000 Penalty: 48720.890625
Iteration 57Q: 24 clusters Score -2.693758e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 13785 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 30461 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 10695 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 7004 members 
Mstep: Class 10 contains 103669 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 15179 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 16839 members 
Mstep: Class 15 contains 6968 members 
Mstep: Class 16 contains 3970 members 
Mstep: Class 17 contains 7569 members 
Mstep: Class 18 contains 2965 members 
Mstep: Class 19 contains 51279 members 
Mstep: Class 20 contains 11664 members 
Mstep: Class 21 contains 3967 members 
Mstep: Class 22 contains 31008 members 
Mstep: Class 23 contains 105461 members 
Mstep: Class 24 contains 1801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26937732.000000 Penalty: 48720.890625
Iteration 58Q: 24 clusters Score -2.693773e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 13742 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 30372 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 6789 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 104260 members 
Mstep: Class 11 contains 9218 members 
Mstep: Class 12 contains 15146 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 17373 members 
Mstep: Class 15 contains 6965 members 
Mstep: Class 16 contains 3978 members 
Mstep: Class 17 contains 7372 members 
Mstep: Class 18 contains 2955 members 
Mstep: Class 19 contains 50386 members 
Mstep: Class 20 contains 11626 members 
Mstep: Class 21 contains 3960 members 
Mstep: Class 22 contains 30975 members 
Mstep: Class 23 contains 105381 members 
Mstep: Class 24 contains 1823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26937938.000000 Penalty: 48720.890625
Iteration 59Q: 24 clusters Score -2.693794e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 13702 members 
Mstep: Class 4 contains 8489 members 
Mstep: Class 5 contains 30294 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 6791 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 104918 members 
Mstep: Class 11 contains 9228 members 
Mstep: Class 12 contains 15109 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 17867 members 
Mstep: Class 15 contains 6955 members 
Mstep: Class 16 contains 3988 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 2957 members 
Mstep: Class 19 contains 49469 members 
Mstep: Class 20 contains 11593 members 
Mstep: Class 21 contains 3949 members 
Mstep: Class 22 contains 30963 members 
Mstep: Class 23 contains 105299 members 
Mstep: Class 24 contains 1838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26938254.000000 Penalty: 48720.890625
Iteration 60F: 24 clusters Score -2.693825e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 13643 members 
Mstep: Class 4 contains 8733 members 
Mstep: Class 5 contains 30227 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 10636 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 7104 members 
Mstep: Class 10 contains 105555 members 
Mstep: Class 11 contains 9241 members 
Mstep: Class 12 contains 15058 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 18430 members 
Mstep: Class 15 contains 6952 members 
Mstep: Class 16 contains 4005 members 
Mstep: Class 17 contains 6999 members 
Mstep: Class 18 contains 2945 members 
Mstep: Class 19 contains 48517 members 
Mstep: Class 20 contains 11545 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 30947 members 
Mstep: Class 23 contains 105206 members 
Mstep: Class 24 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26938386.000000 Penalty: 48720.890625
Iteration 61Q: 24 clusters Score -2.693839e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2307 members 
Mstep: Class 3 contains 13610 members 
Mstep: Class 4 contains 8963 members 
Mstep: Class 5 contains 30157 members 
Mstep: Class 6 contains 2913 members 
Mstep: Class 7 contains 10613 members 
Mstep: Class 8 contains 6779 members 
Mstep: Class 9 contains 7157 members 
Mstep: Class 10 contains 106197 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 15006 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 18943 members 
Mstep: Class 15 contains 6952 members 
Mstep: Class 16 contains 4018 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 47558 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 3902 members 
Mstep: Class 22 contains 30922 members 
Mstep: Class 23 contains 105158 members 
Mstep: Class 24 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26938752.000000 Penalty: 48720.890625
Iteration 62Q: 24 clusters Score -2.693875e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 3 contains 13586 members 
Mstep: Class 4 contains 9164 members 
Mstep: Class 5 contains 30105 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 10590 members 
Mstep: Class 8 contains 6775 members 
Mstep: Class 9 contains 7198 members 
Mstep: Class 10 contains 106873 members 
Mstep: Class 11 contains 9274 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 19413 members 
Mstep: Class 15 contains 6953 members 
Mstep: Class 16 contains 4033 members 
Mstep: Class 17 contains 6641 members 
Mstep: Class 18 contains 2936 members 
Mstep: Class 19 contains 46576 members 
Mstep: Class 20 contains 11443 members 
Mstep: Class 21 contains 3894 members 
Mstep: Class 22 contains 30896 members 
Mstep: Class 23 contains 105121 members 
Mstep: Class 24 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939036.000000 Penalty: 48720.890625
Iteration 63Q: 24 clusters Score -2.693904e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 13550 members 
Mstep: Class 4 contains 9365 members 
Mstep: Class 5 contains 30056 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 10576 members 
Mstep: Class 8 contains 6771 members 
Mstep: Class 9 contains 7225 members 
Mstep: Class 10 contains 107625 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 14912 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 19871 members 
Mstep: Class 15 contains 6953 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 6473 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 45550 members 
Mstep: Class 20 contains 11380 members 
Mstep: Class 21 contains 3888 members 
Mstep: Class 22 contains 30860 members 
Mstep: Class 23 contains 105097 members 
Mstep: Class 24 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939210.000000 Penalty: 48720.890625
Iteration 64Q: 24 clusters Score -2.693921e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 13492 members 
Mstep: Class 4 contains 9555 members 
Mstep: Class 5 contains 30029 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 10557 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 108430 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 14874 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 20304 members 
Mstep: Class 15 contains 6954 members 
Mstep: Class 16 contains 4066 members 
Mstep: Class 17 contains 6315 members 
Mstep: Class 18 contains 2950 members 
Mstep: Class 19 contains 44499 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 3882 members 
Mstep: Class 22 contains 30823 members 
Mstep: Class 23 contains 105045 members 
Mstep: Class 24 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 24 clusters Score -2.693946e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 13423 members 
Mstep: Class 4 contains 9749 members 
Mstep: Class 5 contains 30012 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 6781 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 10 contains 109216 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 14830 members 
Mstep: Class 13 contains 4971 members 
Mstep: Class 14 contains 20742 members 
Mstep: Class 15 contains 6952 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 6180 members 
Mstep: Class 18 contains 2961 members 
Mstep: Class 19 contains 43452 members 
Mstep: Class 20 contains 11261 members 
Mstep: Class 21 contains 3879 members 
Mstep: Class 22 contains 30786 members 
Mstep: Class 23 contains 104988 members 
Mstep: Class 24 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 24 clusters Score -2.693982e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 13357 members 
Mstep: Class 4 contains 9957 members 
Mstep: Class 5 contains 29997 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 110011 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 14792 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 21182 members 
Mstep: Class 15 contains 6946 members 
Mstep: Class 16 contains 4082 members 
Mstep: Class 17 contains 6048 members 
Mstep: Class 18 contains 2969 members 
Mstep: Class 19 contains 42366 members 
Mstep: Class 20 contains 11197 members 
Mstep: Class 21 contains 3875 members 
Mstep: Class 22 contains 30748 members 
Mstep: Class 23 contains 104936 members 
Mstep: Class 24 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940162.000000 Penalty: 48720.890625
Iteration 67Q: 24 clusters Score -2.694016e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 13279 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 29990 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 10528 members 
Mstep: Class 8 contains 6788 members 
Mstep: Class 9 contains 7336 members 
Mstep: Class 10 contains 110811 members 
Mstep: Class 11 contains 9328 members 
Mstep: Class 12 contains 14734 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 21625 members 
Mstep: Class 15 contains 6944 members 
Mstep: Class 16 contains 4095 members 
Mstep: Class 17 contains 5929 members 
Mstep: Class 18 contains 2973 members 
Mstep: Class 19 contains 41318 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 3866 members 
Mstep: Class 22 contains 30713 members 
Mstep: Class 23 contains 104878 members 
Mstep: Class 24 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940440.000000 Penalty: 48720.890625
Iteration 68Q: 24 clusters Score -2.694044e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 13207 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 29978 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 10518 members 
Mstep: Class 8 contains 6788 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 111607 members 
Mstep: Class 11 contains 9349 members 
Mstep: Class 12 contains 14685 members 
Mstep: Class 13 contains 4962 members 
Mstep: Class 14 contains 22009 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 4110 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 18 contains 2978 members 
Mstep: Class 19 contains 40281 members 
Mstep: Class 20 contains 11026 members 
Mstep: Class 21 contains 3849 members 
Mstep: Class 22 contains 30679 members 
Mstep: Class 23 contains 104836 members 
Mstep: Class 24 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940712.000000 Penalty: 48720.890625
Iteration 69Q: 24 clusters Score -2.694071e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 13148 members 
Mstep: Class 4 contains 10553 members 
Mstep: Class 5 contains 29969 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 10500 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 7385 members 
Mstep: Class 10 contains 112431 members 
Mstep: Class 11 contains 9368 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 22365 members 
Mstep: Class 15 contains 6938 members 
Mstep: Class 16 contains 4122 members 
Mstep: Class 17 contains 5776 members 
Mstep: Class 18 contains 2984 members 
Mstep: Class 19 contains 39198 members 
Mstep: Class 20 contains 10929 members 
Mstep: Class 21 contains 3836 members 
Mstep: Class 22 contains 30652 members 
Mstep: Class 23 contains 104815 members 
Mstep: Class 24 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941044.000000 Penalty: 48720.890625
Iteration 70Q: 24 clusters Score -2.694104e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 13089 members 
Mstep: Class 4 contains 10755 members 
Mstep: Class 5 contains 29961 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 6782 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 113297 members 
Mstep: Class 11 contains 9383 members 
Mstep: Class 12 contains 14587 members 
Mstep: Class 13 contains 4949 members 
Mstep: Class 14 contains 22704 members 
Mstep: Class 15 contains 6932 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 5713 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 38083 members 
Mstep: Class 20 contains 10831 members 
Mstep: Class 21 contains 3826 members 
Mstep: Class 22 contains 30619 members 
Mstep: Class 23 contains 104806 members 
Mstep: Class 24 contains 1893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941248.000000 Penalty: 48720.890625
Iteration 71Q: 24 clusters Score -2.694125e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 13018 members 
Mstep: Class 4 contains 10929 members 
Mstep: Class 5 contains 29946 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 10456 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 7434 members 
Mstep: Class 10 contains 114174 members 
Mstep: Class 11 contains 9394 members 
Mstep: Class 12 contains 14535 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 23049 members 
Mstep: Class 15 contains 6931 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 2993 members 
Mstep: Class 19 contains 37041 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 30581 members 
Mstep: Class 23 contains 104790 members 
Mstep: Class 24 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941660.000000 Penalty: 48720.890625
Iteration 72Q: 24 clusters Score -2.694166e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2324 members 
Mstep: Class 3 contains 12950 members 
Mstep: Class 4 contains 11081 members 
Mstep: Class 5 contains 29932 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 10427 members 
Mstep: Class 8 contains 6781 members 
Mstep: Class 9 contains 7451 members 
Mstep: Class 10 contains 115126 members 
Mstep: Class 11 contains 9410 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 23363 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 4174 members 
Mstep: Class 17 contains 5597 members 
Mstep: Class 18 contains 2997 members 
Mstep: Class 19 contains 35991 members 
Mstep: Class 20 contains 10572 members 
Mstep: Class 21 contains 3815 members 
Mstep: Class 22 contains 30552 members 
Mstep: Class 23 contains 104772 members 
Mstep: Class 24 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941956.000000 Penalty: 48720.890625
Iteration 73Q: 24 clusters Score -2.694196e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 11215 members 
Mstep: Class 5 contains 29921 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 10399 members 
Mstep: Class 8 contains 6771 members 
Mstep: Class 9 contains 7471 members 
Mstep: Class 10 contains 116159 members 
Mstep: Class 11 contains 9421 members 
Mstep: Class 12 contains 14414 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 23677 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 3003 members 
Mstep: Class 19 contains 34919 members 
Mstep: Class 20 contains 10431 members 
Mstep: Class 21 contains 3810 members 
Mstep: Class 22 contains 30519 members 
Mstep: Class 23 contains 104748 members 
Mstep: Class 24 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942264.000000 Penalty: 48720.890625
Iteration 74Q: 24 clusters Score -2.694226e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 12786 members 
Mstep: Class 4 contains 11359 members 
Mstep: Class 5 contains 29913 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 10368 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 7481 members 
Mstep: Class 10 contains 117308 members 
Mstep: Class 11 contains 9427 members 
Mstep: Class 12 contains 14351 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 23937 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 5475 members 
Mstep: Class 18 contains 3002 members 
Mstep: Class 19 contains 33843 members 
Mstep: Class 20 contains 10253 members 
Mstep: Class 21 contains 3807 members 
Mstep: Class 22 contains 30484 members 
Mstep: Class 23 contains 104700 members 
Mstep: Class 24 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942582.000000 Penalty: 48720.890625
Iteration 75Q: 24 clusters Score -2.694258e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2337 members 
Mstep: Class 3 contains 12678 members 
Mstep: Class 4 contains 11505 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 10 contains 118476 members 
Mstep: Class 11 contains 9427 members 
Mstep: Class 12 contains 14279 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 24158 members 
Mstep: Class 15 contains 6933 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 3000 members 
Mstep: Class 19 contains 32807 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 3802 members 
Mstep: Class 22 contains 30450 members 
Mstep: Class 23 contains 104653 members 
Mstep: Class 24 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942756.000000 Penalty: 48720.890625
Iteration 76Q: 24 clusters Score -2.694276e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 11648 members 
Mstep: Class 5 contains 29904 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 10296 members 
Mstep: Class 8 contains 6768 members 
Mstep: Class 9 contains 7502 members 
Mstep: Class 10 contains 119636 members 
Mstep: Class 11 contains 9431 members 
Mstep: Class 12 contains 14195 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 24354 members 
Mstep: Class 15 contains 6935 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 5375 members 
Mstep: Class 18 contains 3005 members 
Mstep: Class 19 contains 31869 members 
Mstep: Class 20 contains 9849 members 
Mstep: Class 21 contains 3793 members 
Mstep: Class 22 contains 30424 members 
Mstep: Class 23 contains 104621 members 
Mstep: Class 24 contains 1895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943112.000000 Penalty: 48720.890625
Iteration 77Q: 24 clusters Score -2.694311e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2350 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 11759 members 
Mstep: Class 5 contains 29900 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 10232 members 
Mstep: Class 8 contains 6769 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 120883 members 
Mstep: Class 11 contains 9446 members 
Mstep: Class 12 contains 14105 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 24518 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 5341 members 
Mstep: Class 18 contains 3008 members 
Mstep: Class 19 contains 30932 members 
Mstep: Class 20 contains 9604 members 
Mstep: Class 21 contains 3785 members 
Mstep: Class 22 contains 30410 members 
Mstep: Class 23 contains 104588 members 
Mstep: Class 24 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943410.000000 Penalty: 48720.890625
Iteration 78Q: 24 clusters Score -2.694341e+07 nChanged 2046
Entering ConstructFrom: 
Score: -26943410.000000 Penalty: 48720.890625
Entering ConstructFrom: 
Trying to split cluster 2 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -135194.218750 Penalty: 1261.836060
	Iteration 0F: 2 clusters Score -135194.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -132857.609375 Penalty: 2523.672119
	Iteration 0F: 3 clusters Score -132857.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -133395.781250 Penalty: 2523.672119
	Iteration 1F: 3 clusters Score -133395.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -133569.406250 Penalty: 2523.672119
	Iteration 2F: 3 clusters Score -133569.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -133727.515625 Penalty: 2523.672119
	Iteration 3F: 3 clusters Score -133727.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -133899.046875 Penalty: 2523.672119
	Iteration 4F: 3 clusters Score -133899 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134089.843750 Penalty: 2523.672119
	Iteration 5F: 3 clusters Score -134089.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -134299.609375 Penalty: 2523.672119
	Iteration 6F: 3 clusters Score -134299.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -134456.750000 Penalty: 2523.672119
	Iteration 7F: 3 clusters Score -134456.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -134596.968750 Penalty: 2523.672119
	Iteration 8Q: 3 clusters Score -134597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -134687.750000 Penalty: 2523.672119
	Iteration 9Q: 3 clusters Score -134687.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -134730.031250 Penalty: 2523.672119
	Iteration 10Q: 3 clusters Score -134730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -134746.218750 Penalty: 2523.672119
	Iteration 11Q: 3 clusters Score -134746.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -134753.359375 Penalty: 2523.672119
	Iteration 12Q: 3 clusters Score -134753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -134758.171875 Penalty: 2523.672119
	Iteration 13Q: 3 clusters Score -134758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -134761.437500 Penalty: 2523.672119
	Iteration 14Q: 3 clusters Score -134761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -134763.359375 Penalty: 2523.672119
	Iteration 15Q: 3 clusters Score -134763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -134764.750000 Penalty: 2523.672119
	Iteration 16Q: 3 clusters Score -134764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -134765.062500 Penalty: 2523.672119
	Iteration 17Q: 3 clusters Score -134765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -134765.656250 Penalty: 2523.672119
	Iteration 18Q: 3 clusters Score -134765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -134765.890625 Penalty: 2523.672119
	Iteration 19Q: 3 clusters Score -134765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -134765.890625 Penalty: 2523.672119
	Iteration 20F: 3 clusters Score -134765.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Entering Unmasked Estep 
Score: -774346.500000 Penalty: 1530.794922
	Iteration 0F: 2 clusters Score -774346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -765684.062500 Penalty: 3061.589844
	Iteration 0F: 3 clusters Score -765684.1 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -768668.062500 Penalty: 3061.589844
	Iteration 1F: 3 clusters Score -768668.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -768965.000000 Penalty: 3061.589844
	Iteration 2F: 3 clusters Score -768965 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -769225.187500 Penalty: 3061.589844
	Iteration 3Q: 3 clusters Score -769225.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -769476.687500 Penalty: 3061.589844
	Iteration 4Q: 3 clusters Score -769476.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -769680.625000 Penalty: 3061.589844
	Iteration 5Q: 3 clusters Score -769680.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -769865.250000 Penalty: 3061.589844
	Iteration 6Q: 3 clusters Score -769865.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -770045.437500 Penalty: 3061.589844
	Iteration 7Q: 3 clusters Score -770045.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -770229.562500 Penalty: 3061.589844
	Iteration 8Q: 3 clusters Score -770229.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -770444.562500 Penalty: 3061.589844
	Iteration 9Q: 3 clusters Score -770444.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -770652.500000 Penalty: 3061.589844
	Iteration 10Q: 3 clusters Score -770652.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -770886.875000 Penalty: 3061.589844
	Iteration 11Q: 3 clusters Score -770886.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -771103.750000 Penalty: 3061.589844
	Iteration 12Q: 3 clusters Score -771103.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -771298.687500 Penalty: 3061.589844
	Iteration 13Q: 3 clusters Score -771298.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -771500.000000 Penalty: 3061.589844
	Iteration 14Q: 3 clusters Score -771500 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -771658.562500 Penalty: 3061.589844
	Iteration 15Q: 3 clusters Score -771658.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -771769.500000 Penalty: 3061.589844
	Iteration 16Q: 3 clusters Score -771769.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -771863.125000 Penalty: 3061.589844
	Iteration 17Q: 3 clusters Score -771863.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -771926.312500 Penalty: 3061.589844
	Iteration 18Q: 3 clusters Score -771926.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -771987.812500 Penalty: 3061.589844
	Iteration 19Q: 3 clusters Score -771987.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -772038.500000 Penalty: 3061.589844
	Iteration 20F: 3 clusters Score -772038.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -772072.437500 Penalty: 3061.589844
	Iteration 21Q: 3 clusters Score -772072.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -772099.562500 Penalty: 3061.589844
	Iteration 22Q: 3 clusters Score -772099.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -772124.875000 Penalty: 3061.589844
	Iteration 23Q: 3 clusters Score -772124.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -772146.125000 Penalty: 3061.589844
	Iteration 24Q: 3 clusters Score -772146.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -772165.250000 Penalty: 3061.589844
	Iteration 25Q: 3 clusters Score -772165.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -772184.500000 Penalty: 3061.589844
	Iteration 26Q: 3 clusters Score -772184.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -772202.625000 Penalty: 3061.589844
	Iteration 27Q: 3 clusters Score -772202.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -772224.375000 Penalty: 3061.589844
	Iteration 28Q: 3 clusters Score -772224.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -772239.625000 Penalty: 3061.589844
	Iteration 29Q: 3 clusters Score -772239.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -772264.687500 Penalty: 3061.589844
	Iteration 30Q: 3 clusters Score -772264.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -772290.375000 Penalty: 3061.589844
	Iteration 31Q: 3 clusters Score -772290.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -772315.125000 Penalty: 3061.589844
	Iteration 32Q: 3 clusters Score -772315.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -772331.812500 Penalty: 3061.589844
	Iteration 33Q: 3 clusters Score -772331.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -772354.375000 Penalty: 3061.589844
	Iteration 34Q: 3 clusters Score -772354.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -772370.687500 Penalty: 3061.589844
	Iteration 35Q: 3 clusters Score -772370.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -772396.812500 Penalty: 3061.589844
	Iteration 36Q: 3 clusters Score -772396.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -772419.062500 Penalty: 3061.589844
	Iteration 37Q: 3 clusters Score -772419.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -772452.437500 Penalty: 3061.589844
	Iteration 38Q: 3 clusters Score -772452.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -772493.937500 Penalty: 3061.589844
	Iteration 39Q: 3 clusters Score -772493.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -772539.125000 Penalty: 3061.589844
	Iteration 40F: 3 clusters Score -772539.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -772595.625000 Penalty: 3061.589844
	Iteration 41Q: 3 clusters Score -772595.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -772651.750000 Penalty: 3061.589844
	Iteration 42Q: 3 clusters Score -772651.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -772701.937500 Penalty: 3061.589844
	Iteration 43Q: 3 clusters Score -772701.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -772758.562500 Penalty: 3061.589844
	Iteration 44Q: 3 clusters Score -772758.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -772822.125000 Penalty: 3061.589844
	Iteration 45Q: 3 clusters Score -772822.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -772875.375000 Penalty: 3061.589844
	Iteration 46Q: 3 clusters Score -772875.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -772920.875000 Penalty: 3061.589844
	Iteration 47Q: 3 clusters Score -772920.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -772955.375000 Penalty: 3061.589844
	Iteration 48Q: 3 clusters Score -772955.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -772990.750000 Penalty: 3061.589844
	Iteration 49Q: 3 clusters Score -772990.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -773023.750000 Penalty: 3061.589844
	Iteration 50Q: 3 clusters Score -773023.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -773053.000000 Penalty: 3061.589844
	Iteration 51Q: 3 clusters Score -773053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -773077.625000 Penalty: 3061.589844
	Iteration 52Q: 3 clusters Score -773077.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -773101.875000 Penalty: 3061.589844
	Iteration 53Q: 3 clusters Score -773101.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -773136.937500 Penalty: 3061.589844
	Iteration 54Q: 3 clusters Score -773136.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -773170.187500 Penalty: 3061.589844
	Iteration 55Q: 3 clusters Score -773170.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -773202.375000 Penalty: 3061.589844
	Iteration 56Q: 3 clusters Score -773202.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -773238.375000 Penalty: 3061.589844
	Iteration 57Q: 3 clusters Score -773238.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -773268.562500 Penalty: 3061.589844
	Iteration 58Q: 3 clusters Score -773268.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -773299.875000 Penalty: 3061.589844
	Iteration 59Q: 3 clusters Score -773299.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -773340.000000 Penalty: 3061.589844
	Iteration 60F: 3 clusters Score -773340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -773369.437500 Penalty: 3061.589844
	Iteration 61Q: 3 clusters Score -773369.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -773405.937500 Penalty: 3061.589844
	Iteration 62Q: 3 clusters Score -773405.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -773436.750000 Penalty: 3061.589844
	Iteration 63Q: 3 clusters Score -773436.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -773462.875000 Penalty: 3061.589844
	Iteration 64Q: 3 clusters Score -773462.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -773485.250000 Penalty: 3061.589844
	Iteration 65Q: 3 clusters Score -773485.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -773510.625000 Penalty: 3061.589844
	Iteration 66Q: 3 clusters Score -773510.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -773529.000000 Penalty: 3061.589844
	Iteration 67Q: 3 clusters Score -773529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -773542.875000 Penalty: 3061.589844
	Iteration 68Q: 3 clusters Score -773542.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -773547.500000 Penalty: 3061.589844
	Iteration 69Q: 3 clusters Score -773547.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -773553.187500 Penalty: 3061.589844
	Iteration 70Q: 3 clusters Score -773553.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -773556.500000 Penalty: 3061.589844
	Iteration 71Q: 3 clusters Score -773556.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -773558.125000 Penalty: 3061.589844
	Iteration 72Q: 3 clusters Score -773558.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -773559.125000 Penalty: 3061.589844
	Iteration 73Q: 3 clusters Score -773559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -773561.250000 Penalty: 3061.589844
	Iteration 74Q: 3 clusters Score -773561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -773560.437500 Penalty: 3061.589844
	Iteration 75Q: 3 clusters Score -773560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -773560.437500 Penalty: 3061.589844
	Iteration 76F: 3 clusters Score -773560.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Entering Unmasked Estep 
Score: -750379.812500 Penalty: 1524.441772
	Iteration 0F: 2 clusters Score -750379.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -742029.125000 Penalty: 3048.883545
	Iteration 0F: 3 clusters Score -742029.1 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -744818.625000 Penalty: 3048.883545
	Iteration 1F: 3 clusters Score -744818.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -745095.812500 Penalty: 3048.883545
	Iteration 2F: 3 clusters Score -745095.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -745304.000000 Penalty: 3048.883545
	Iteration 3Q: 3 clusters Score -745304 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -745509.937500 Penalty: 3048.883545
	Iteration 4Q: 3 clusters Score -745509.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -745724.937500 Penalty: 3048.883545
	Iteration 5Q: 3 clusters Score -745724.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -745975.625000 Penalty: 3048.883545
	Iteration 6Q: 3 clusters Score -745975.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -746346.812500 Penalty: 3048.883545
	Iteration 7Q: 3 clusters Score -746346.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -746811.375000 Penalty: 3048.883545
	Iteration 8F: 3 clusters Score -746811.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -747310.875000 Penalty: 3048.883545
	Iteration 9F: 3 clusters Score -747310.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -747759.937500 Penalty: 3048.883545
	Iteration 10F: 3 clusters Score -747759.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -748092.562500 Penalty: 3048.883545
	Iteration 11Q: 3 clusters Score -748092.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -748305.750000 Penalty: 3048.883545
	Iteration 12Q: 3 clusters Score -748305.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -748447.687500 Penalty: 3048.883545
	Iteration 13Q: 3 clusters Score -748447.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -748534.687500 Penalty: 3048.883545
	Iteration 14Q: 3 clusters Score -748534.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -748591.125000 Penalty: 3048.883545
	Iteration 15Q: 3 clusters Score -748591.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -748632.000000 Penalty: 3048.883545
	Iteration 16Q: 3 clusters Score -748632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -748669.000000 Penalty: 3048.883545
	Iteration 17Q: 3 clusters Score -748669 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -748712.312500 Penalty: 3048.883545
	Iteration 18Q: 3 clusters Score -748712.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -748764.562500 Penalty: 3048.883545
	Iteration 19Q: 3 clusters Score -748764.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -748799.562500 Penalty: 3048.883545
	Iteration 20F: 3 clusters Score -748799.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -748829.500000 Penalty: 3048.883545
	Iteration 21Q: 3 clusters Score -748829.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -748851.125000 Penalty: 3048.883545
	Iteration 22Q: 3 clusters Score -748851.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -748875.687500 Penalty: 3048.883545
	Iteration 23Q: 3 clusters Score -748875.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -748893.750000 Penalty: 3048.883545
	Iteration 24Q: 3 clusters Score -748893.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -748909.750000 Penalty: 3048.883545
	Iteration 25Q: 3 clusters Score -748909.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -748922.375000 Penalty: 3048.883545
	Iteration 26Q: 3 clusters Score -748922.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -748934.375000 Penalty: 3048.883545
	Iteration 27Q: 3 clusters Score -748934.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -748945.625000 Penalty: 3048.883545
	Iteration 28Q: 3 clusters Score -748945.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -748952.062500 Penalty: 3048.883545
	Iteration 29Q: 3 clusters Score -748952.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -748963.562500 Penalty: 3048.883545
	Iteration 30Q: 3 clusters Score -748963.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -748971.000000 Penalty: 3048.883545
	Iteration 31Q: 3 clusters Score -748971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -748978.750000 Penalty: 3048.883545
	Iteration 32Q: 3 clusters Score -748978.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -748986.625000 Penalty: 3048.883545
	Iteration 33Q: 3 clusters Score -748986.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -748988.750000 Penalty: 3048.883545
	Iteration 34Q: 3 clusters Score -748988.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -748993.000000 Penalty: 3048.883545
	Iteration 35Q: 3 clusters Score -748993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -748997.812500 Penalty: 3048.883545
	Iteration 36Q: 3 clusters Score -748997.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -749002.062500 Penalty: 3048.883545
	Iteration 37Q: 3 clusters Score -749002.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -749005.062500 Penalty: 3048.883545
	Iteration 38Q: 3 clusters Score -749005.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -749006.312500 Penalty: 3048.883545
	Iteration 39Q: 3 clusters Score -749006.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -749010.312500 Penalty: 3048.883545
	Iteration 40F: 3 clusters Score -749010.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -749014.375000 Penalty: 3048.883545
	Iteration 41Q: 3 clusters Score -749014.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -749016.812500 Penalty: 3048.883545
	Iteration 42Q: 3 clusters Score -749016.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -749018.812500 Penalty: 3048.883545
	Iteration 43Q: 3 clusters Score -749018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -749023.000000 Penalty: 3048.883545
	Iteration 44Q: 3 clusters Score -749023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -749026.187500 Penalty: 3048.883545
	Iteration 45Q: 3 clusters Score -749026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -749027.250000 Penalty: 3048.883545
	Iteration 46Q: 3 clusters Score -749027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -749030.187500 Penalty: 3048.883545
	Iteration 47Q: 3 clusters Score -749030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -749032.437500 Penalty: 3048.883545
	Iteration 48Q: 3 clusters Score -749032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -749036.812500 Penalty: 3048.883545
	Iteration 49Q: 3 clusters Score -749036.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -749039.937500 Penalty: 3048.883545
	Iteration 50Q: 3 clusters Score -749039.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -749039.812500 Penalty: 3048.883545
	Iteration 51Q: 3 clusters Score -749039.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -749042.687500 Penalty: 3048.883545
	Iteration 52Q: 3 clusters Score -749042.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -749043.812500 Penalty: 3048.883545
	Iteration 53Q: 3 clusters Score -749043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -749043.812500 Penalty: 3048.883545
	Iteration 54F: 3 clusters Score -749043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Entering Unmasked Estep 
Score: -1827779.250000 Penalty: 1674.613403
	Iteration 0F: 2 clusters Score -1827779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1807576.125000 Penalty: 3349.226807
	Iteration 0F: 3 clusters Score -1807576 nChanged 13870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1815377.750000 Penalty: 3349.226807
	Iteration 1F: 3 clusters Score -1815378 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1815831.625000 Penalty: 3349.226807
	Iteration 2Q: 3 clusters Score -1815832 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1816259.250000 Penalty: 3349.226807
	Iteration 3Q: 3 clusters Score -1816259 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1816663.875000 Penalty: 3349.226807
	Iteration 4Q: 3 clusters Score -1816664 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1817129.000000 Penalty: 3349.226807
	Iteration 5Q: 3 clusters Score -1817129 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1817667.000000 Penalty: 3349.226807
	Iteration 6Q: 3 clusters Score -1817667 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1818286.625000 Penalty: 3349.226807
	Iteration 7Q: 3 clusters Score -1818287 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1819177.500000 Penalty: 3349.226807
	Iteration 8Q: 3 clusters Score -1819178 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1820363.625000 Penalty: 3349.226807
	Iteration 9F: 3 clusters Score -1820364 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1821702.375000 Penalty: 3349.226807
	Iteration 10F: 3 clusters Score -1821702 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1822916.875000 Penalty: 3349.226807
	Iteration 11Q: 3 clusters Score -1822917 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1823866.375000 Penalty: 3349.226807
	Iteration 12Q: 3 clusters Score -1823866 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1824501.000000 Penalty: 3349.226807
	Iteration 13Q: 3 clusters Score -1824501 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1824971.000000 Penalty: 3349.226807
	Iteration 14Q: 3 clusters Score -1824971 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1825308.500000 Penalty: 3349.226807
	Iteration 15Q: 3 clusters Score -1825308 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1825537.125000 Penalty: 3349.226807
	Iteration 16Q: 3 clusters Score -1825537 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1825707.375000 Penalty: 3349.226807
	Iteration 17Q: 3 clusters Score -1825707 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1825835.875000 Penalty: 3349.226807
	Iteration 18Q: 3 clusters Score -1825836 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1825924.625000 Penalty: 3349.226807
	Iteration 19Q: 3 clusters Score -1825925 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1825995.625000 Penalty: 3349.226807
	Iteration 20F: 3 clusters Score -1825996 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1826048.125000 Penalty: 3349.226807
	Iteration 21Q: 3 clusters Score -1826048 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1826098.250000 Penalty: 3349.226807
	Iteration 22Q: 3 clusters Score -1826098 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1826146.125000 Penalty: 3349.226807
	Iteration 23Q: 3 clusters Score -1826146 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1826182.000000 Penalty: 3349.226807
	Iteration 24Q: 3 clusters Score -1826182 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1826212.500000 Penalty: 3349.226807
	Iteration 25Q: 3 clusters Score -1826212 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1826243.625000 Penalty: 3349.226807
	Iteration 26Q: 3 clusters Score -1826244 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1826275.750000 Penalty: 3349.226807
	Iteration 27Q: 3 clusters Score -1826276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1826281.000000 Penalty: 3349.226807
	Iteration 28Q: 3 clusters Score -1826281 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1826299.750000 Penalty: 3349.226807
	Iteration 29Q: 3 clusters Score -1826300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1826312.250000 Penalty: 3349.226807
	Iteration 30Q: 3 clusters Score -1826312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1826319.250000 Penalty: 3349.226807
	Iteration 31Q: 3 clusters Score -1826319 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1826327.125000 Penalty: 3349.226807
	Iteration 32Q: 3 clusters Score -1826327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1826328.250000 Penalty: 3349.226807
	Iteration 33Q: 3 clusters Score -1826328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1826333.500000 Penalty: 3349.226807
	Iteration 34Q: 3 clusters Score -1826334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1826340.375000 Penalty: 3349.226807
	Iteration 35Q: 3 clusters Score -1826340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1826348.750000 Penalty: 3349.226807
	Iteration 36Q: 3 clusters Score -1826349 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1826348.250000 Penalty: 3349.226807
	Iteration 37Q: 3 clusters Score -1826348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1826348.250000 Penalty: 3349.226807
	Iteration 38Q: 3 clusters Score -1826348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1826356.125000 Penalty: 3349.226807
	Iteration 39Q: 3 clusters Score -1826356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1826369.875000 Penalty: 3349.226807
	Iteration 40F: 3 clusters Score -1826370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1826376.125000 Penalty: 3349.226807
	Iteration 41Q: 3 clusters Score -1826376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1826378.750000 Penalty: 3349.226807
	Iteration 42Q: 3 clusters Score -1826379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1826376.125000 Penalty: 3349.226807
	Iteration 43Q: 3 clusters Score -1826376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1826372.875000 Penalty: 3349.226807
	Iteration 44Q: 3 clusters Score -1826373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1826376.375000 Penalty: 3349.226807
	Iteration 45Q: 3 clusters Score -1826376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1826382.250000 Penalty: 3349.226807
	Iteration 46Q: 3 clusters Score -1826382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1826385.375000 Penalty: 3349.226807
	Iteration 47Q: 3 clusters Score -1826385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1826391.000000 Penalty: 3349.226807
	Iteration 48Q: 3 clusters Score -1826391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1826390.500000 Penalty: 3349.226807
	Iteration 49Q: 3 clusters Score -1826390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1826396.625000 Penalty: 3349.226807
	Iteration 50Q: 3 clusters Score -1826397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1826402.125000 Penalty: 3349.226807
	Iteration 51Q: 3 clusters Score -1826402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1826403.250000 Penalty: 3349.226807
	Iteration 52Q: 3 clusters Score -1826403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1826409.750000 Penalty: 3349.226807
	Iteration 53Q: 3 clusters Score -1826410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1826407.625000 Penalty: 3349.226807
	Iteration 54Q: 3 clusters Score -1826408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1826409.750000 Penalty: 3349.226807
	Iteration 55Q: 3 clusters Score -1826410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1826407.500000 Penalty: 3349.226807
	Iteration 56Q: 3 clusters Score -1826408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1826413.875000 Penalty: 3349.226807
	Iteration 57Q: 3 clusters Score -1826414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1826404.875000 Penalty: 3349.226807
	Iteration 58Q: 3 clusters Score -1826405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1826409.750000 Penalty: 3349.226807
	Iteration 59Q: 3 clusters Score -1826410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1826418.625000 Penalty: 3349.226807
	Iteration 60F: 3 clusters Score -1826419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1826423.625000 Penalty: 3349.226807
	Iteration 61Q: 3 clusters Score -1826424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1826427.000000 Penalty: 3349.226807
	Iteration 62Q: 3 clusters Score -1826427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1826430.750000 Penalty: 3349.226807
	Iteration 63Q: 3 clusters Score -1826431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1826433.125000 Penalty: 3349.226807
	Iteration 64Q: 3 clusters Score -1826433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1826435.625000 Penalty: 3349.226807
	Iteration 65Q: 3 clusters Score -1826436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1826448.250000 Penalty: 3349.226807
	Iteration 66Q: 3 clusters Score -1826448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1826448.875000 Penalty: 3349.226807
	Iteration 67Q: 3 clusters Score -1826449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1826448.375000 Penalty: 3349.226807
	Iteration 68Q: 3 clusters Score -1826448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1826452.000000 Penalty: 3349.226807
	Iteration 69Q: 3 clusters Score -1826452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1826453.875000 Penalty: 3349.226807
	Iteration 70Q: 3 clusters Score -1826454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1826456.375000 Penalty: 3349.226807
	Iteration 71Q: 3 clusters Score -1826456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1826457.375000 Penalty: 3349.226807
	Iteration 72Q: 3 clusters Score -1826457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1826454.375000 Penalty: 3349.226807
	Iteration 73Q: 3 clusters Score -1826454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1826453.625000 Penalty: 3349.226807
	Iteration 74Q: 3 clusters Score -1826454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1826452.375000 Penalty: 3349.226807
	Iteration 75Q: 3 clusters Score -1826452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1826449.375000 Penalty: 3349.226807
	Iteration 76Q: 3 clusters Score -1826449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1826448.625000 Penalty: 3349.226807
	Iteration 77Q: 3 clusters Score -1826449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1826448.375000 Penalty: 3349.226807
	Iteration 78Q: 3 clusters Score -1826448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1826451.500000 Penalty: 3349.226807
	Iteration 79Q: 3 clusters Score -1826452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1826450.375000 Penalty: 3349.226807
	Iteration 80F: 3 clusters Score -1826450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1826456.375000 Penalty: 3349.226807
	Iteration 81Q: 3 clusters Score -1826456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1826454.875000 Penalty: 3349.226807
	Iteration 82Q: 3 clusters Score -1826455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1826455.750000 Penalty: 3349.226807
	Iteration 83Q: 3 clusters Score -1826456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1826456.250000 Penalty: 3349.226807
	Iteration 84Q: 3 clusters Score -1826456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1826456.375000 Penalty: 3349.226807
	Iteration 85Q: 3 clusters Score -1826456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1826458.750000 Penalty: 3349.226807
	Iteration 86Q: 3 clusters Score -1826459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1826458.000000 Penalty: 3349.226807
	Iteration 87Q: 3 clusters Score -1826458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1826459.250000 Penalty: 3349.226807
	Iteration 88Q: 3 clusters Score -1826459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1826460.625000 Penalty: 3349.226807
	Iteration 89Q: 3 clusters Score -1826461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1826460.250000 Penalty: 3349.226807
	Iteration 90Q: 3 clusters Score -1826460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1826459.125000 Penalty: 3349.226807
	Iteration 91Q: 3 clusters Score -1826459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1826459.125000 Penalty: 3349.226807
	Iteration 92F: 3 clusters Score -1826459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -165156.953125 Penalty: 1296.976074
	Iteration 0F: 2 clusters Score -165157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -162507.843750 Penalty: 2593.952148
	Iteration 0F: 3 clusters Score -162507.8 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -163182.015625 Penalty: 2593.952148
	Iteration 1F: 3 clusters Score -163182 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -163389.546875 Penalty: 2593.952148
	Iteration 2F: 3 clusters Score -163389.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -163576.203125 Penalty: 2593.952148
	Iteration 3F: 3 clusters Score -163576.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -163716.578125 Penalty: 2593.952148
	Iteration 4F: 3 clusters Score -163716.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -163858.890625 Penalty: 2593.952148
	Iteration 5F: 3 clusters Score -163858.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -163981.640625 Penalty: 2593.952148
	Iteration 6Q: 3 clusters Score -163981.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -164043.625000 Penalty: 2593.952148
	Iteration 7Q: 3 clusters Score -164043.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -164084.562500 Penalty: 2593.952148
	Iteration 8Q: 3 clusters Score -164084.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -164113.093750 Penalty: 2593.952148
	Iteration 9Q: 3 clusters Score -164113.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -164135.906250 Penalty: 2593.952148
	Iteration 10Q: 3 clusters Score -164135.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -164149.046875 Penalty: 2593.952148
	Iteration 11Q: 3 clusters Score -164149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -164161.000000 Penalty: 2593.952148
	Iteration 12Q: 3 clusters Score -164161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -164174.093750 Penalty: 2593.952148
	Iteration 13Q: 3 clusters Score -164174.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -164191.890625 Penalty: 2593.952148
	Iteration 14Q: 3 clusters Score -164191.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -164209.500000 Penalty: 2593.952148
	Iteration 15Q: 3 clusters Score -164209.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -164228.203125 Penalty: 2593.952148
	Iteration 16Q: 3 clusters Score -164228.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -164241.671875 Penalty: 2593.952148
	Iteration 17Q: 3 clusters Score -164241.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -164250.718750 Penalty: 2593.952148
	Iteration 18Q: 3 clusters Score -164250.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -164259.656250 Penalty: 2593.952148
	Iteration 19Q: 3 clusters Score -164259.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -164264.046875 Penalty: 2593.952148
	Iteration 20F: 3 clusters Score -164264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -164265.046875 Penalty: 2593.952148
	Iteration 21Q: 3 clusters Score -164265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -164265.562500 Penalty: 2593.952148
	Iteration 22Q: 3 clusters Score -164265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -164266.968750 Penalty: 2593.952148
	Iteration 23Q: 3 clusters Score -164267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -164269.640625 Penalty: 2593.952148
	Iteration 24Q: 3 clusters Score -164269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -164270.796875 Penalty: 2593.952148
	Iteration 25Q: 3 clusters Score -164270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -164271.562500 Penalty: 2593.952148
	Iteration 26Q: 3 clusters Score -164271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -164272.531250 Penalty: 2593.952148
	Iteration 27Q: 3 clusters Score -164272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -164273.156250 Penalty: 2593.952148
	Iteration 28Q: 3 clusters Score -164273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -164274.234375 Penalty: 2593.952148
	Iteration 29Q: 3 clusters Score -164274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -164274.265625 Penalty: 2593.952148
	Iteration 30Q: 3 clusters Score -164274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -164275.187500 Penalty: 2593.952148
	Iteration 31Q: 3 clusters Score -164275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -164276.187500 Penalty: 2593.952148
	Iteration 32Q: 3 clusters Score -164276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -164276.375000 Penalty: 2593.952148
	Iteration 33Q: 3 clusters Score -164276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -164276.375000 Penalty: 2593.952148
	Iteration 34F: 3 clusters Score -164276.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Entering Unmasked Estep 
Score: -636462.312500 Penalty: 1499.275635
	Iteration 0F: 2 clusters Score -636462.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -629130.125000 Penalty: 2998.551270
	Iteration 0F: 3 clusters Score -629130.1 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -631501.625000 Penalty: 2998.551270
	Iteration 1F: 3 clusters Score -631501.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -631686.500000 Penalty: 2998.551270
	Iteration 2F: 3 clusters Score -631686.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -631820.062500 Penalty: 2998.551270
	Iteration 3Q: 3 clusters Score -631820.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -631914.875000 Penalty: 2998.551270
	Iteration 4Q: 3 clusters Score -631914.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -632002.312500 Penalty: 2998.551270
	Iteration 5Q: 3 clusters Score -632002.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -632083.500000 Penalty: 2998.551270
	Iteration 6Q: 3 clusters Score -632083.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -632169.437500 Penalty: 2998.551270
	Iteration 7Q: 3 clusters Score -632169.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -632250.000000 Penalty: 2998.551270
	Iteration 8Q: 3 clusters Score -632250 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -632346.375000 Penalty: 2998.551270
	Iteration 9Q: 3 clusters Score -632346.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -632448.062500 Penalty: 2998.551270
	Iteration 10Q: 3 clusters Score -632448.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -632565.937500 Penalty: 2998.551270
	Iteration 11Q: 3 clusters Score -632565.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -632705.312500 Penalty: 2998.551270
	Iteration 12Q: 3 clusters Score -632705.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -632890.000000 Penalty: 2998.551270
	Iteration 13Q: 3 clusters Score -632890 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -633108.062500 Penalty: 2998.551270
	Iteration 14Q: 3 clusters Score -633108.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -633401.250000 Penalty: 2998.551270
	Iteration 15Q: 3 clusters Score -633401.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -633753.625000 Penalty: 2998.551270
	Iteration 16Q: 3 clusters Score -633753.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -634119.187500 Penalty: 2998.551270
	Iteration 17Q: 3 clusters Score -634119.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -634429.875000 Penalty: 2998.551270
	Iteration 18Q: 3 clusters Score -634429.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -634663.687500 Penalty: 2998.551270
	Iteration 19Q: 3 clusters Score -634663.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -634818.250000 Penalty: 2998.551270
	Iteration 20F: 3 clusters Score -634818.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -634926.375000 Penalty: 2998.551270
	Iteration 21Q: 3 clusters Score -634926.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -634997.812500 Penalty: 2998.551270
	Iteration 22Q: 3 clusters Score -634997.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -635040.000000 Penalty: 2998.551270
	Iteration 23Q: 3 clusters Score -635040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -635077.125000 Penalty: 2998.551270
	Iteration 24Q: 3 clusters Score -635077.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -635095.625000 Penalty: 2998.551270
	Iteration 25Q: 3 clusters Score -635095.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -635115.375000 Penalty: 2998.551270
	Iteration 26Q: 3 clusters Score -635115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -635120.062500 Penalty: 2998.551270
	Iteration 27Q: 3 clusters Score -635120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -635122.562500 Penalty: 2998.551270
	Iteration 28Q: 3 clusters Score -635122.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -635132.937500 Penalty: 2998.551270
	Iteration 29Q: 3 clusters Score -635132.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -635139.750000 Penalty: 2998.551270
	Iteration 30Q: 3 clusters Score -635139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -635142.437500 Penalty: 2998.551270
	Iteration 31Q: 3 clusters Score -635142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -635143.062500 Penalty: 2998.551270
	Iteration 32Q: 3 clusters Score -635143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -635143.062500 Penalty: 2998.551270
	Iteration 33F: 3 clusters Score -635143.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Entering Unmasked Estep 
Score: -347410.875000 Penalty: 1433.051392
	Iteration 0F: 2 clusters Score -347410.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -342356.625000 Penalty: 2866.102783
	Iteration 0F: 3 clusters Score -342356.6 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -344184.656250 Penalty: 2866.102783
	Iteration 1F: 3 clusters Score -344184.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -344610.156250 Penalty: 2866.102783
	Iteration 2F: 3 clusters Score -344610.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -345006.406250 Penalty: 2866.102783
	Iteration 3F: 3 clusters Score -345006.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -345369.968750 Penalty: 2866.102783
	Iteration 4F: 3 clusters Score -345370 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -345772.562500 Penalty: 2866.102783
	Iteration 5F: 3 clusters Score -345772.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -346113.500000 Penalty: 2866.102783
	Iteration 6F: 3 clusters Score -346113.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -346423.625000 Penalty: 2866.102783
	Iteration 7Q: 3 clusters Score -346423.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -346673.375000 Penalty: 2866.102783
	Iteration 8Q: 3 clusters Score -346673.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -346871.375000 Penalty: 2866.102783
	Iteration 9Q: 3 clusters Score -346871.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -347002.187500 Penalty: 2866.102783
	Iteration 10Q: 3 clusters Score -347002.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -347085.218750 Penalty: 2866.102783
	Iteration 11Q: 3 clusters Score -347085.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -347156.437500 Penalty: 2866.102783
	Iteration 12Q: 3 clusters Score -347156.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -347219.687500 Penalty: 2866.102783
	Iteration 13Q: 3 clusters Score -347219.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -347265.906250 Penalty: 2866.102783
	Iteration 14Q: 3 clusters Score -347265.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -347293.781250 Penalty: 2866.102783
	Iteration 15Q: 3 clusters Score -347293.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -347318.406250 Penalty: 2866.102783
	Iteration 16Q: 3 clusters Score -347318.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -347332.593750 Penalty: 2866.102783
	Iteration 17Q: 3 clusters Score -347332.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -347337.750000 Penalty: 2866.102783
	Iteration 18Q: 3 clusters Score -347337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -347341.875000 Penalty: 2866.102783
	Iteration 19Q: 3 clusters Score -347341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -347342.843750 Penalty: 2866.102783
	Iteration 20F: 3 clusters Score -347342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -347343.968750 Penalty: 2866.102783
	Iteration 21Q: 3 clusters Score -347344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -347345.593750 Penalty: 2866.102783
	Iteration 22Q: 3 clusters Score -347345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -347345.250000 Penalty: 2866.102783
	Iteration 23Q: 3 clusters Score -347345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -347345.250000 Penalty: 2866.102783
	Iteration 24F: 3 clusters Score -347345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -450255.593750 Penalty: 1450.234985
	Iteration 0F: 2 clusters Score -450255.6 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 3809 members 
Entering Unmasked Estep 
Score: -444605.812500 Penalty: 2900.469971
	Iteration 0F: 3 clusters Score -444605.8 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -446462.750000 Penalty: 2900.469971
	Iteration 1F: 3 clusters Score -446462.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -446881.468750 Penalty: 2900.469971
	Iteration 2F: 3 clusters Score -446881.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -447242.406250 Penalty: 2900.469971
	Iteration 3F: 3 clusters Score -447242.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -447559.968750 Penalty: 2900.469971
	Iteration 4F: 3 clusters Score -447560 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -447888.718750 Penalty: 2900.469971
	Iteration 5F: 3 clusters Score -447888.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -448209.218750 Penalty: 2900.469971
	Iteration 6F: 3 clusters Score -448209.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -448519.843750 Penalty: 2900.469971
	Iteration 7Q: 3 clusters Score -448519.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -448761.093750 Penalty: 2900.469971
	Iteration 8Q: 3 clusters Score -448761.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -448936.468750 Penalty: 2900.469971
	Iteration 9Q: 3 clusters Score -448936.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -449065.093750 Penalty: 2900.469971
	Iteration 10Q: 3 clusters Score -449065.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -449150.468750 Penalty: 2900.469971
	Iteration 11Q: 3 clusters Score -449150.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -449213.218750 Penalty: 2900.469971
	Iteration 12Q: 3 clusters Score -449213.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -449281.531250 Penalty: 2900.469971
	Iteration 13Q: 3 clusters Score -449281.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -449336.437500 Penalty: 2900.469971
	Iteration 14Q: 3 clusters Score -449336.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -449377.156250 Penalty: 2900.469971
	Iteration 15Q: 3 clusters Score -449377.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -449405.875000 Penalty: 2900.469971
	Iteration 16Q: 3 clusters Score -449405.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -449423.875000 Penalty: 2900.469971
	Iteration 17Q: 3 clusters Score -449423.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -449448.937500 Penalty: 2900.469971
	Iteration 18Q: 3 clusters Score -449448.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -449473.500000 Penalty: 2900.469971
	Iteration 19Q: 3 clusters Score -449473.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -449502.531250 Penalty: 2900.469971
	Iteration 20F: 3 clusters Score -449502.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -449520.000000 Penalty: 2900.469971
	Iteration 21Q: 3 clusters Score -449520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -449526.312500 Penalty: 2900.469971
	Iteration 22Q: 3 clusters Score -449526.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -449529.625000 Penalty: 2900.469971
	Iteration 23Q: 3 clusters Score -449529.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -449534.218750 Penalty: 2900.469971
	Iteration 24Q: 3 clusters Score -449534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -449534.968750 Penalty: 2900.469971
	Iteration 25Q: 3 clusters Score -449535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -449535.281250 Penalty: 2900.469971
	Iteration 26Q: 3 clusters Score -449535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -449536.343750 Penalty: 2900.469971
	Iteration 27Q: 3 clusters Score -449536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -449538.375000 Penalty: 2900.469971
	Iteration 28Q: 3 clusters Score -449538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -449538.062500 Penalty: 2900.469971
	Iteration 29Q: 3 clusters Score -449538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -449539.125000 Penalty: 2900.469971
	Iteration 30Q: 3 clusters Score -449539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -449539.125000 Penalty: 2900.469971
	Iteration 31F: 3 clusters Score -449539.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122198 members 
Entering Unmasked Estep 
Score: -7476906.000000 Penalty: 1903.427124
	Iteration 0F: 2 clusters Score -7476906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -7394609.000000 Penalty: 3806.854248
	Iteration 0F: 3 clusters Score -7394609 nChanged 58884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -7429195.000000 Penalty: 3806.854248
	Iteration 1F: 3 clusters Score -7429195 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -7430267.500000 Penalty: 3806.854248
	Iteration 2Q: 3 clusters Score -7430268 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -7431941.500000 Penalty: 3806.854248
	Iteration 3Q: 3 clusters Score -7431942 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -7434927.000000 Penalty: 3806.854248
	Iteration 4F: 3 clusters Score -7434927 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -7440177.500000 Penalty: 3806.854248
	Iteration 5F: 3 clusters Score -7440178 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -7448250.000000 Penalty: 3806.854248
	Iteration 6F: 3 clusters Score -7448250 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 102353 members 
Entering Unmasked Estep 
Score: -7457701.500000 Penalty: 3806.854248
	Iteration 7F: 3 clusters Score -7457702 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 110192 members 
Entering Unmasked Estep 
Score: -7465904.000000 Penalty: 3806.854248
	Iteration 8F: 3 clusters Score -7465904 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 114867 members 
Entering Unmasked Estep 
Score: -7470834.000000 Penalty: 3806.854248
	Iteration 9Q: 3 clusters Score -7470834 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
Score: -7473187.000000 Penalty: 3806.854248
	Iteration 10Q: 3 clusters Score -7473187 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 118027 members 
Entering Unmasked Estep 
Score: -7474430.000000 Penalty: 3806.854248
	Iteration 11Q: 3 clusters Score -7474430 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -7475158.500000 Penalty: 3806.854248
	Iteration 12Q: 3 clusters Score -7475158 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 118628 members 
Entering Unmasked Estep 
Score: -7475602.000000 Penalty: 3806.854248
	Iteration 13Q: 3 clusters Score -7475602 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -7475886.000000 Penalty: 3806.854248
	Iteration 14Q: 3 clusters Score -7475886 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 118613 members 
Entering Unmasked Estep 
Score: -7476018.500000 Penalty: 3806.854248
	Iteration 15Q: 3 clusters Score -7476018 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 118533 members 
Entering Unmasked Estep 
Score: -7476118.000000 Penalty: 3806.854248
	Iteration 16Q: 3 clusters Score -7476118 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -7476182.000000 Penalty: 3806.854248
	Iteration 17Q: 3 clusters Score -7476182 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 118324 members 
Entering Unmasked Estep 
Score: -7476261.500000 Penalty: 3806.854248
	Iteration 18Q: 3 clusters Score -7476262 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -7476291.000000 Penalty: 3806.854248
	Iteration 19Q: 3 clusters Score -7476291 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 118109 members 
Entering Unmasked Estep 
Score: -7476325.000000 Penalty: 3806.854248
	Iteration 20F: 3 clusters Score -7476325 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 118037 members 
Entering Unmasked Estep 
Score: -7476360.500000 Penalty: 3806.854248
	Iteration 21Q: 3 clusters Score -7476360 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 117977 members 
Entering Unmasked Estep 
Score: -7476387.000000 Penalty: 3806.854248
	Iteration 22Q: 3 clusters Score -7476387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 117929 members 
Entering Unmasked Estep 
Score: -7476414.000000 Penalty: 3806.854248
	Iteration 23Q: 3 clusters Score -7476414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -7476425.000000 Penalty: 3806.854248
	Iteration 24Q: 3 clusters Score -7476425 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 117845 members 
Entering Unmasked Estep 
Score: -7476438.000000 Penalty: 3806.854248
	Iteration 25Q: 3 clusters Score -7476438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 117800 members 
Entering Unmasked Estep 
Score: -7476446.500000 Penalty: 3806.854248
	Iteration 26Q: 3 clusters Score -7476446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 117760 members 
Entering Unmasked Estep 
Score: -7476462.000000 Penalty: 3806.854248
	Iteration 27Q: 3 clusters Score -7476462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 117722 members 
Entering Unmasked Estep 
Score: -7476466.500000 Penalty: 3806.854248
	Iteration 28Q: 3 clusters Score -7476466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 117689 members 
Entering Unmasked Estep 
Score: -7476464.500000 Penalty: 3806.854248
	Iteration 29Q: 3 clusters Score -7476464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -7476473.000000 Penalty: 3806.854248
	Iteration 30Q: 3 clusters Score -7476473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 117637 members 
Entering Unmasked Estep 
Score: -7476485.500000 Penalty: 3806.854248
	Iteration 31Q: 3 clusters Score -7476486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 117617 members 
Entering Unmasked Estep 
Score: -7476493.500000 Penalty: 3806.854248
	Iteration 32Q: 3 clusters Score -7476494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 117596 members 
Entering Unmasked Estep 
Score: -7476506.000000 Penalty: 3806.854248
	Iteration 33Q: 3 clusters Score -7476506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 117576 members 
Entering Unmasked Estep 
Score: -7476505.000000 Penalty: 3806.854248
	Iteration 34Q: 3 clusters Score -7476505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 117553 members 
Entering Unmasked Estep 
Score: -7476509.000000 Penalty: 3806.854248
	Iteration 35Q: 3 clusters Score -7476509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 117525 members 
Entering Unmasked Estep 
Score: -7476518.000000 Penalty: 3806.854248
	Iteration 36Q: 3 clusters Score -7476518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 117489 members 
Entering Unmasked Estep 
Score: -7476541.000000 Penalty: 3806.854248
	Iteration 37Q: 3 clusters Score -7476541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
Score: -7476541.000000 Penalty: 3806.854248
	Iteration 38Q: 3 clusters Score -7476541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 117424 members 
Entering Unmasked Estep 
Score: -7476541.500000 Penalty: 3806.854248
	Iteration 39Q: 3 clusters Score -7476542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 117399 members 
Entering Unmasked Estep 
Score: -7476534.500000 Penalty: 3806.854248
	Iteration 40F: 3 clusters Score -7476534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 117364 members 
Entering Unmasked Estep 
Score: -7476528.500000 Penalty: 3806.854248
	Iteration 41Q: 3 clusters Score -7476528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -7476539.000000 Penalty: 3806.854248
	Iteration 42Q: 3 clusters Score -7476539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 117279 members 
Entering Unmasked Estep 
Score: -7476546.000000 Penalty: 3806.854248
	Iteration 43Q: 3 clusters Score -7476546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 117240 members 
Entering Unmasked Estep 
Score: -7476556.500000 Penalty: 3806.854248
	Iteration 44Q: 3 clusters Score -7476556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -7476557.500000 Penalty: 3806.854248
	Iteration 45Q: 3 clusters Score -7476558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 117158 members 
Entering Unmasked Estep 
Score: -7476573.500000 Penalty: 3806.854248
	Iteration 46Q: 3 clusters Score -7476574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -7476562.500000 Penalty: 3806.854248
	Iteration 47Q: 3 clusters Score -7476562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 117081 members 
Entering Unmasked Estep 
Score: -7476559.000000 Penalty: 3806.854248
	Iteration 48Q: 3 clusters Score -7476559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -7476575.000000 Penalty: 3806.854248
	Iteration 49Q: 3 clusters Score -7476575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 117026 members 
Entering Unmasked Estep 
Score: -7476588.000000 Penalty: 3806.854248
	Iteration 50Q: 3 clusters Score -7476588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 117002 members 
Entering Unmasked Estep 
Score: -7476594.500000 Penalty: 3806.854248
	Iteration 51Q: 3 clusters Score -7476594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 116979 members 
Entering Unmasked Estep 
Score: -7476590.000000 Penalty: 3806.854248
	Iteration 52Q: 3 clusters Score -7476590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 116952 members 
Entering Unmasked Estep 
Score: -7476616.500000 Penalty: 3806.854248
	Iteration 53Q: 3 clusters Score -7476616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 116927 members 
Entering Unmasked Estep 
Score: -7476624.500000 Penalty: 3806.854248
	Iteration 54Q: 3 clusters Score -7476624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -7476621.500000 Penalty: 3806.854248
	Iteration 55Q: 3 clusters Score -7476622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 116882 members 
Entering Unmasked Estep 
Score: -7476631.500000 Penalty: 3806.854248
	Iteration 56Q: 3 clusters Score -7476632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 116863 members 
Entering Unmasked Estep 
Score: -7476626.500000 Penalty: 3806.854248
	Iteration 57Q: 3 clusters Score -7476626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 116844 members 
Entering Unmasked Estep 
Score: -7476653.000000 Penalty: 3806.854248
	Iteration 58Q: 3 clusters Score -7476653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 116828 members 
Entering Unmasked Estep 
Score: -7476649.000000 Penalty: 3806.854248
	Iteration 59Q: 3 clusters Score -7476649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
Score: -7476652.000000 Penalty: 3806.854248
	Iteration 60F: 3 clusters Score -7476652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -7476645.000000 Penalty: 3806.854248
	Iteration 61Q: 3 clusters Score -7476645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 116774 members 
Entering Unmasked Estep 
Score: -7476635.500000 Penalty: 3806.854248
	Iteration 62Q: 3 clusters Score -7476636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 116758 members 
Entering Unmasked Estep 
Score: -7476629.500000 Penalty: 3806.854248
	Iteration 63Q: 3 clusters Score -7476630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 116744 members 
Entering Unmasked Estep 
Score: -7476630.500000 Penalty: 3806.854248
	Iteration 64Q: 3 clusters Score -7476630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 116731 members 
Entering Unmasked Estep 
Score: -7476637.500000 Penalty: 3806.854248
	Iteration 65Q: 3 clusters Score -7476638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 116721 members 
Entering Unmasked Estep 
Score: -7476633.500000 Penalty: 3806.854248
	Iteration 66Q: 3 clusters Score -7476634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 116713 members 
Entering Unmasked Estep 
Score: -7476639.500000 Penalty: 3806.854248
	Iteration 67Q: 3 clusters Score -7476640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 116702 members 
Entering Unmasked Estep 
Score: -7476644.000000 Penalty: 3806.854248
	Iteration 68Q: 3 clusters Score -7476644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 116688 members 
Entering Unmasked Estep 
Score: -7476627.000000 Penalty: 3806.854248
	Iteration 69Q: 3 clusters Score -7476627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -7476631.000000 Penalty: 3806.854248
	Iteration 70Q: 3 clusters Score -7476631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 116672 members 
Entering Unmasked Estep 
Score: -7476631.500000 Penalty: 3806.854248
	Iteration 71Q: 3 clusters Score -7476632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 116666 members 
Entering Unmasked Estep 
Score: -7476630.500000 Penalty: 3806.854248
	Iteration 72Q: 3 clusters Score -7476630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 116657 members 
Entering Unmasked Estep 
Score: -7476631.500000 Penalty: 3806.854248
	Iteration 73Q: 3 clusters Score -7476632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 116650 members 
Entering Unmasked Estep 
Score: -7476638.500000 Penalty: 3806.854248
	Iteration 74Q: 3 clusters Score -7476638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -7476641.000000 Penalty: 3806.854248
	Iteration 75Q: 3 clusters Score -7476641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 116634 members 
Entering Unmasked Estep 
Score: -7476638.500000 Penalty: 3806.854248
	Iteration 76Q: 3 clusters Score -7476638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -7476633.000000 Penalty: 3806.854248
	Iteration 77Q: 3 clusters Score -7476633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -7476627.500000 Penalty: 3806.854248
	Iteration 78Q: 3 clusters Score -7476628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 116621 members 
Entering Unmasked Estep 
Score: -7476628.500000 Penalty: 3806.854248
	Iteration 79Q: 3 clusters Score -7476628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -7476628.500000 Penalty: 3806.854248
	Iteration 80F: 3 clusters Score -7476628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 116604 members 
Entering Unmasked Estep 
Score: -7476623.000000 Penalty: 3806.854248
	Iteration 81Q: 3 clusters Score -7476623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 116587 members 
Entering Unmasked Estep 
Score: -7476624.500000 Penalty: 3806.854248
	Iteration 82Q: 3 clusters Score -7476624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 116565 members 
Entering Unmasked Estep 
Score: -7476627.000000 Penalty: 3806.854248
	Iteration 83Q: 3 clusters Score -7476627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 116552 members 
Entering Unmasked Estep 
Score: -7476626.000000 Penalty: 3806.854248
	Iteration 84Q: 3 clusters Score -7476626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 116544 members 
Entering Unmasked Estep 
Score: -7476626.000000 Penalty: 3806.854248
	Iteration 85Q: 3 clusters Score -7476626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -7476625.500000 Penalty: 3806.854248
	Iteration 86Q: 3 clusters Score -7476626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 116520 members 
Entering Unmasked Estep 
Score: -7476629.500000 Penalty: 3806.854248
	Iteration 87Q: 3 clusters Score -7476630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -7476630.500000 Penalty: 3806.854248
	Iteration 88Q: 3 clusters Score -7476630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 116489 members 
Entering Unmasked Estep 
Score: -7476631.000000 Penalty: 3806.854248
	Iteration 89Q: 3 clusters Score -7476631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 116465 members 
Entering Unmasked Estep 
Score: -7476621.000000 Penalty: 3806.854248
	Iteration 90Q: 3 clusters Score -7476621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 116444 members 
Entering Unmasked Estep 
Score: -7476620.500000 Penalty: 3806.854248
	Iteration 91Q: 3 clusters Score -7476620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 116431 members 
Entering Unmasked Estep 
Score: -7476633.000000 Penalty: 3806.854248
	Iteration 92Q: 3 clusters Score -7476633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 116417 members 
Entering Unmasked Estep 
Score: -7476636.500000 Penalty: 3806.854248
	Iteration 93Q: 3 clusters Score -7476636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 116407 members 
Entering Unmasked Estep 
Score: -7476637.500000 Penalty: 3806.854248
	Iteration 94Q: 3 clusters Score -7476638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 116401 members 
Entering Unmasked Estep 
Score: -7476632.000000 Penalty: 3806.854248
	Iteration 95Q: 3 clusters Score -7476632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 116391 members 
Entering Unmasked Estep 
Score: -7476627.500000 Penalty: 3806.854248
	Iteration 96Q: 3 clusters Score -7476628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 116381 members 
Entering Unmasked Estep 
Score: -7476634.000000 Penalty: 3806.854248
	Iteration 97Q: 3 clusters Score -7476634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -7476638.000000 Penalty: 3806.854248
	Iteration 98Q: 3 clusters Score -7476638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 116355 members 
Entering Unmasked Estep 
Score: -7476631.500000 Penalty: 3806.854248
	Iteration 99Q: 3 clusters Score -7476632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 116343 members 
Entering Unmasked Estep 
Score: -7476635.500000 Penalty: 3806.854248
	Iteration 100F: 3 clusters Score -7476636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 116335 members 
Entering Unmasked Estep 
Score: -7476638.500000 Penalty: 3806.854248
	Iteration 101Q: 3 clusters Score -7476638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 116327 members 
Entering Unmasked Estep 
Score: -7476644.500000 Penalty: 3806.854248
	Iteration 102Q: 3 clusters Score -7476644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 116316 members 
Entering Unmasked Estep 
Score: -7476644.000000 Penalty: 3806.854248
	Iteration 103Q: 3 clusters Score -7476644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -7476650.500000 Penalty: 3806.854248
	Iteration 104Q: 3 clusters Score -7476650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 116288 members 
Entering Unmasked Estep 
Score: -7476642.500000 Penalty: 3806.854248
	Iteration 105Q: 3 clusters Score -7476642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 116263 members 
Entering Unmasked Estep 
Score: -7476641.000000 Penalty: 3806.854248
	Iteration 106Q: 3 clusters Score -7476641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -7476646.000000 Penalty: 3806.854248
	Iteration 107Q: 3 clusters Score -7476646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 116228 members 
Entering Unmasked Estep 
Score: -7476649.000000 Penalty: 3806.854248
	Iteration 108Q: 3 clusters Score -7476649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 116213 members 
Entering Unmasked Estep 
Score: -7476654.000000 Penalty: 3806.854248
	Iteration 109Q: 3 clusters Score -7476654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 116199 members 
Entering Unmasked Estep 
Score: -7476642.000000 Penalty: 3806.854248
	Iteration 110Q: 3 clusters Score -7476642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 116185 members 
Entering Unmasked Estep 
Score: -7476648.000000 Penalty: 3806.854248
	Iteration 111Q: 3 clusters Score -7476648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -7476655.500000 Penalty: 3806.854248
	Iteration 112Q: 3 clusters Score -7476656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 116145 members 
Entering Unmasked Estep 
Score: -7476658.500000 Penalty: 3806.854248
	Iteration 113Q: 3 clusters Score -7476658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 116126 members 
Entering Unmasked Estep 
Score: -7476664.500000 Penalty: 3806.854248
	Iteration 114Q: 3 clusters Score -7476664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -7476662.500000 Penalty: 3806.854248
	Iteration 115Q: 3 clusters Score -7476662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 116084 members 
Entering Unmasked Estep 
Score: -7476658.500000 Penalty: 3806.854248
	Iteration 116Q: 3 clusters Score -7476658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 116067 members 
Entering Unmasked Estep 
Score: -7476654.500000 Penalty: 3806.854248
	Iteration 117Q: 3 clusters Score -7476654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 116055 members 
Entering Unmasked Estep 
Score: -7476656.500000 Penalty: 3806.854248
	Iteration 118Q: 3 clusters Score -7476656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 116047 members 
Entering Unmasked Estep 
Score: -7476660.000000 Penalty: 3806.854248
	Iteration 119Q: 3 clusters Score -7476660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 116041 members 
Entering Unmasked Estep 
Score: -7476658.000000 Penalty: 3806.854248
	Iteration 120F: 3 clusters Score -7476658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -7476652.000000 Penalty: 3806.854248
	Iteration 121Q: 3 clusters Score -7476652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 116030 members 
Entering Unmasked Estep 
Score: -7476655.000000 Penalty: 3806.854248
	Iteration 122Q: 3 clusters Score -7476655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
Score: -7476659.500000 Penalty: 3806.854248
	Iteration 123Q: 3 clusters Score -7476660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
Score: -7476661.000000 Penalty: 3806.854248
	Iteration 124Q: 3 clusters Score -7476661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -7476661.500000 Penalty: 3806.854248
	Iteration 125Q: 3 clusters Score -7476662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -7476672.500000 Penalty: 3806.854248
	Iteration 126Q: 3 clusters Score -7476672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
Score: -7476672.500000 Penalty: 3806.854248
	Iteration 127Q: 3 clusters Score -7476672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 115970 members 
Entering Unmasked Estep 
Score: -7476658.000000 Penalty: 3806.854248
	Iteration 128Q: 3 clusters Score -7476658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 115965 members 
Entering Unmasked Estep 
Score: -7476659.500000 Penalty: 3806.854248
	Iteration 129Q: 3 clusters Score -7476660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 115960 members 
Entering Unmasked Estep 
Score: -7476651.000000 Penalty: 3806.854248
	Iteration 130Q: 3 clusters Score -7476651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 115959 members 
Entering Unmasked Estep 
Score: -7476652.000000 Penalty: 3806.854248
	Iteration 131Q: 3 clusters Score -7476652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -7476657.000000 Penalty: 3806.854248
	Iteration 132Q: 3 clusters Score -7476657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -7476659.000000 Penalty: 3806.854248
	Iteration 133Q: 3 clusters Score -7476659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 115951 members 
Entering Unmasked Estep 
Score: -7476660.500000 Penalty: 3806.854248
	Iteration 134Q: 3 clusters Score -7476660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 115946 members 
Entering Unmasked Estep 
Score: -7476661.500000 Penalty: 3806.854248
	Iteration 135Q: 3 clusters Score -7476662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -7476658.500000 Penalty: 3806.854248
	Iteration 136Q: 3 clusters Score -7476658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 115935 members 
Entering Unmasked Estep 
Score: -7476660.500000 Penalty: 3806.854248
	Iteration 137Q: 3 clusters Score -7476660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 115924 members 
Entering Unmasked Estep 
Score: -7476655.000000 Penalty: 3806.854248
	Iteration 138Q: 3 clusters Score -7476655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 115912 members 
Entering Unmasked Estep 
Score: -7476664.500000 Penalty: 3806.854248
	Iteration 139Q: 3 clusters Score -7476664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 115898 members 
Entering Unmasked Estep 
Score: -7476666.500000 Penalty: 3806.854248
	Iteration 140F: 3 clusters Score -7476666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 115885 members 
Entering Unmasked Estep 
Score: -7476658.000000 Penalty: 3806.854248
	Iteration 141Q: 3 clusters Score -7476658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 115871 members 
Entering Unmasked Estep 
Score: -7476666.500000 Penalty: 3806.854248
	Iteration 142Q: 3 clusters Score -7476666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -7476668.000000 Penalty: 3806.854248
	Iteration 143Q: 3 clusters Score -7476668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 115846 members 
Entering Unmasked Estep 
Score: -7476670.500000 Penalty: 3806.854248
	Iteration 144Q: 3 clusters Score -7476670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 115830 members 
Entering Unmasked Estep 
Score: -7476668.500000 Penalty: 3806.854248
	Iteration 145Q: 3 clusters Score -7476668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 115813 members 
Entering Unmasked Estep 
Score: -7476670.500000 Penalty: 3806.854248
	Iteration 146Q: 3 clusters Score -7476670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 115796 members 
Entering Unmasked Estep 
Score: -7476670.500000 Penalty: 3806.854248
	Iteration 147Q: 3 clusters Score -7476670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 115776 members 
Entering Unmasked Estep 
Score: -7476673.500000 Penalty: 3806.854248
	Iteration 148Q: 3 clusters Score -7476674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 115752 members 
Entering Unmasked Estep 
Score: -7476686.000000 Penalty: 3806.854248
	Iteration 149Q: 3 clusters Score -7476686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -7476683.000000 Penalty: 3806.854248
	Iteration 150Q: 3 clusters Score -7476683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 115702 members 
Entering Unmasked Estep 
Score: -7476677.500000 Penalty: 3806.854248
	Iteration 151Q: 3 clusters Score -7476678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -7476672.500000 Penalty: 3806.854248
	Iteration 152Q: 3 clusters Score -7476672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 115653 members 
Entering Unmasked Estep 
Score: -7476673.000000 Penalty: 3806.854248
	Iteration 153Q: 3 clusters Score -7476673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -7476672.500000 Penalty: 3806.854248
	Iteration 154Q: 3 clusters Score -7476672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 115591 members 
Entering Unmasked Estep 
Score: -7476672.000000 Penalty: 3806.854248
	Iteration 155Q: 3 clusters Score -7476672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 115560 members 
Entering Unmasked Estep 
Score: -7476677.500000 Penalty: 3806.854248
	Iteration 156Q: 3 clusters Score -7476678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 115526 members 
Entering Unmasked Estep 
Score: -7476677.000000 Penalty: 3806.854248
	Iteration 157Q: 3 clusters Score -7476677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 115499 members 
Entering Unmasked Estep 
Score: -7476694.000000 Penalty: 3806.854248
	Iteration 158Q: 3 clusters Score -7476694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -7476693.000000 Penalty: 3806.854248
	Iteration 159Q: 3 clusters Score -7476693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 115445 members 
Entering Unmasked Estep 
Score: -7476683.500000 Penalty: 3806.854248
	Iteration 160F: 3 clusters Score -7476684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 115420 members 
Entering Unmasked Estep 
Score: -7476686.500000 Penalty: 3806.854248
	Iteration 161Q: 3 clusters Score -7476686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -7476686.000000 Penalty: 3806.854248
	Iteration 162Q: 3 clusters Score -7476686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 115382 members 
Entering Unmasked Estep 
Score: -7476695.500000 Penalty: 3806.854248
	Iteration 163Q: 3 clusters Score -7476696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 115361 members 
Entering Unmasked Estep 
Score: -7476702.000000 Penalty: 3806.854248
	Iteration 164Q: 3 clusters Score -7476702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 115341 members 
Entering Unmasked Estep 
Score: -7476715.000000 Penalty: 3806.854248
	Iteration 165Q: 3 clusters Score -7476715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -7476704.000000 Penalty: 3806.854248
	Iteration 166Q: 3 clusters Score -7476704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 115293 members 
Entering Unmasked Estep 
Score: -7476711.000000 Penalty: 3806.854248
	Iteration 167Q: 3 clusters Score -7476711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 115265 members 
Entering Unmasked Estep 
Score: -7476705.000000 Penalty: 3806.854248
	Iteration 168Q: 3 clusters Score -7476705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -7476714.500000 Penalty: 3806.854248
	Iteration 169Q: 3 clusters Score -7476714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -7476710.000000 Penalty: 3806.854248
	Iteration 170Q: 3 clusters Score -7476710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -7476718.000000 Penalty: 3806.854248
	Iteration 171Q: 3 clusters Score -7476718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 115203 members 
Entering Unmasked Estep 
Score: -7476711.000000 Penalty: 3806.854248
	Iteration 172Q: 3 clusters Score -7476711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 115193 members 
Entering Unmasked Estep 
Score: -7476717.000000 Penalty: 3806.854248
	Iteration 173Q: 3 clusters Score -7476717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 115184 members 
Entering Unmasked Estep 
Score: -7476712.000000 Penalty: 3806.854248
	Iteration 174Q: 3 clusters Score -7476712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 115171 members 
Entering Unmasked Estep 
Score: -7476716.000000 Penalty: 3806.854248
	Iteration 175Q: 3 clusters Score -7476716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 115155 members 
Entering Unmasked Estep 
Score: -7476727.000000 Penalty: 3806.854248
	Iteration 176Q: 3 clusters Score -7476727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -7476733.500000 Penalty: 3806.854248
	Iteration 177Q: 3 clusters Score -7476734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 115115 members 
Entering Unmasked Estep 
Score: -7476738.000000 Penalty: 3806.854248
	Iteration 178Q: 3 clusters Score -7476738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 115092 members 
Entering Unmasked Estep 
Score: -7476738.500000 Penalty: 3806.854248
	Iteration 179Q: 3 clusters Score -7476738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -7476728.000000 Penalty: 3806.854248
	Iteration 180F: 3 clusters Score -7476728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -7476726.500000 Penalty: 3806.854248
	Iteration 181Q: 3 clusters Score -7476726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -7476727.500000 Penalty: 3806.854248
	Iteration 182Q: 3 clusters Score -7476728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -7476735.000000 Penalty: 3806.854248
	Iteration 183Q: 3 clusters Score -7476735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 114957 members 
Entering Unmasked Estep 
Score: -7476724.500000 Penalty: 3806.854248
	Iteration 184Q: 3 clusters Score -7476724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -7476721.000000 Penalty: 3806.854248
	Iteration 185Q: 3 clusters Score -7476721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 114874 members 
Entering Unmasked Estep 
Score: -7476708.000000 Penalty: 3806.854248
	Iteration 186Q: 3 clusters Score -7476708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 114835 members 
Entering Unmasked Estep 
Score: -7476720.500000 Penalty: 3806.854248
	Iteration 187Q: 3 clusters Score -7476720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 114795 members 
Entering Unmasked Estep 
Score: -7476715.500000 Penalty: 3806.854248
	Iteration 188Q: 3 clusters Score -7476716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 114750 members 
Entering Unmasked Estep 
Score: -7476729.000000 Penalty: 3806.854248
	Iteration 189Q: 3 clusters Score -7476729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 114705 members 
Entering Unmasked Estep 
Score: -7476735.500000 Penalty: 3806.854248
	Iteration 190Q: 3 clusters Score -7476736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 114665 members 
Entering Unmasked Estep 
Score: -7476741.500000 Penalty: 3806.854248
	Iteration 191Q: 3 clusters Score -7476742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -7476756.000000 Penalty: 3806.854248
	Iteration 192Q: 3 clusters Score -7476756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 114563 members 
Entering Unmasked Estep 
Score: -7476772.000000 Penalty: 3806.854248
	Iteration 193Q: 3 clusters Score -7476772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 114497 members 
Entering Unmasked Estep 
Score: -7476771.500000 Penalty: 3806.854248
	Iteration 194Q: 3 clusters Score -7476772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -7476781.500000 Penalty: 3806.854248
	Iteration 195Q: 3 clusters Score -7476782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -7476789.000000 Penalty: 3806.854248
	Iteration 196Q: 3 clusters Score -7476789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -7476787.000000 Penalty: 3806.854248
	Iteration 197Q: 3 clusters Score -7476787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 114301 members 
Entering Unmasked Estep 
Score: -7476796.000000 Penalty: 3806.854248
	Iteration 198Q: 3 clusters Score -7476796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 114260 members 
Entering Unmasked Estep 
Score: -7476811.500000 Penalty: 3806.854248
	Iteration 199Q: 3 clusters Score -7476812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 114222 members 
Entering Unmasked Estep 
Score: -7476816.500000 Penalty: 3806.854248
	Iteration 200F: 3 clusters Score -7476816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -7476819.000000 Penalty: 3806.854248
	Iteration 201Q: 3 clusters Score -7476819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 114128 members 
Entering Unmasked Estep 
Score: -7476814.000000 Penalty: 3806.854248
	Iteration 202Q: 3 clusters Score -7476814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -7476796.000000 Penalty: 3806.854248
	Iteration 203Q: 3 clusters Score -7476796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 114046 members 
Entering Unmasked Estep 
Score: -7476806.000000 Penalty: 3806.854248
	Iteration 204Q: 3 clusters Score -7476806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 114003 members 
Entering Unmasked Estep 
Score: -7476809.000000 Penalty: 3806.854248
	Iteration 205Q: 3 clusters Score -7476809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 113965 members 
Entering Unmasked Estep 
Score: -7476807.500000 Penalty: 3806.854248
	Iteration 206Q: 3 clusters Score -7476808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 113934 members 
Entering Unmasked Estep 
Score: -7476805.500000 Penalty: 3806.854248
	Iteration 207Q: 3 clusters Score -7476806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -7476818.000000 Penalty: 3806.854248
	Iteration 208Q: 3 clusters Score -7476818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -7476812.000000 Penalty: 3806.854248
	Iteration 209Q: 3 clusters Score -7476812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -7476819.500000 Penalty: 3806.854248
	Iteration 210Q: 3 clusters Score -7476820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 113741 members 
Entering Unmasked Estep 
Score: -7476847.500000 Penalty: 3806.854248
	Iteration 211Q: 3 clusters Score -7476848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 113699 members 
Entering Unmasked Estep 
Score: -7476853.500000 Penalty: 3806.854248
	Iteration 212Q: 3 clusters Score -7476854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 113662 members 
Entering Unmasked Estep 
Score: -7476854.500000 Penalty: 3806.854248
	Iteration 213Q: 3 clusters Score -7476854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -7476846.000000 Penalty: 3806.854248
	Iteration 214Q: 3 clusters Score -7476846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -7476850.000000 Penalty: 3806.854248
	Iteration 215Q: 3 clusters Score -7476850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -7476857.500000 Penalty: 3806.854248
	Iteration 216Q: 3 clusters Score -7476858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -7476855.500000 Penalty: 3806.854248
	Iteration 217Q: 3 clusters Score -7476856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 113463 members 
Entering Unmasked Estep 
Score: -7476871.500000 Penalty: 3806.854248
	Iteration 218Q: 3 clusters Score -7476872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 113426 members 
Entering Unmasked Estep 
Score: -7476863.000000 Penalty: 3806.854248
	Iteration 219Q: 3 clusters Score -7476863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -7476859.000000 Penalty: 3806.854248
	Iteration 220F: 3 clusters Score -7476859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 113340 members 
Entering Unmasked Estep 
Score: -7476878.500000 Penalty: 3806.854248
	Iteration 221Q: 3 clusters Score -7476878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 113298 members 
Entering Unmasked Estep 
Score: -7476877.500000 Penalty: 3806.854248
	Iteration 222Q: 3 clusters Score -7476878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 113258 members 
Entering Unmasked Estep 
Score: -7476884.000000 Penalty: 3806.854248
	Iteration 223Q: 3 clusters Score -7476884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -7476898.500000 Penalty: 3806.854248
	Iteration 224Q: 3 clusters Score -7476898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -7476901.500000 Penalty: 3806.854248
	Iteration 225Q: 3 clusters Score -7476902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 113121 members 
Entering Unmasked Estep 
Score: -7476911.500000 Penalty: 3806.854248
	Iteration 226Q: 3 clusters Score -7476912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -7476916.000000 Penalty: 3806.854248
	Iteration 227Q: 3 clusters Score -7476916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -7476917.000000 Penalty: 3806.854248
	Iteration 228Q: 3 clusters Score -7476917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 112954 members 
Entering Unmasked Estep 
Score: -7476907.500000 Penalty: 3806.854248
	Iteration 229Q: 3 clusters Score -7476908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 112892 members 
Entering Unmasked Estep 
Score: -7476926.500000 Penalty: 3806.854248
	Iteration 230Q: 3 clusters Score -7476926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 112819 members 
Entering Unmasked Estep 
Score: -7476922.500000 Penalty: 3806.854248
	Iteration 231Q: 3 clusters Score -7476922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 112751 members 
Entering Unmasked Estep 
Score: -7476946.500000 Penalty: 3806.854248
	Iteration 232Q: 3 clusters Score -7476946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 112691 members 
Entering Unmasked Estep 
Score: -7476956.000000 Penalty: 3806.854248
	Iteration 233Q: 3 clusters Score -7476956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 112634 members 
Entering Unmasked Estep 
Score: -7476959.500000 Penalty: 3806.854248
	Iteration 234Q: 3 clusters Score -7476960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -7476964.000000 Penalty: 3806.854248
	Iteration 235Q: 3 clusters Score -7476964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 112528 members 
Entering Unmasked Estep 
Score: -7476962.000000 Penalty: 3806.854248
	Iteration 236Q: 3 clusters Score -7476962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 112477 members 
Entering Unmasked Estep 
Score: -7476971.500000 Penalty: 3806.854248
	Iteration 237Q: 3 clusters Score -7476972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 112427 members 
Entering Unmasked Estep 
Score: -7476981.000000 Penalty: 3806.854248
	Iteration 238Q: 3 clusters Score -7476981 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 112375 members 
Entering Unmasked Estep 
Score: -7476975.500000 Penalty: 3806.854248
	Iteration 239Q: 3 clusters Score -7476976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 112325 members 
Entering Unmasked Estep 
Score: -7476980.000000 Penalty: 3806.854248
	Iteration 240F: 3 clusters Score -7476980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 112268 members 
Entering Unmasked Estep 
Score: -7476980.500000 Penalty: 3806.854248
	Iteration 241Q: 3 clusters Score -7476980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -7477000.000000 Penalty: 3806.854248
	Iteration 242Q: 3 clusters Score -7477000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 112154 members 
Entering Unmasked Estep 
Score: -7476996.000000 Penalty: 3806.854248
	Iteration 243Q: 3 clusters Score -7476996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 112101 members 
Entering Unmasked Estep 
Score: -7476977.000000 Penalty: 3806.854248
	Iteration 244Q: 3 clusters Score -7476977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -7476975.000000 Penalty: 3806.854248
	Iteration 245Q: 3 clusters Score -7476975 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 111983 members 
Entering Unmasked Estep 
Score: -7476973.500000 Penalty: 3806.854248
	Iteration 246Q: 3 clusters Score -7476974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 111920 members 
Entering Unmasked Estep 
Score: -7476970.000000 Penalty: 3806.854248
	Iteration 247Q: 3 clusters Score -7476970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 111848 members 
Entering Unmasked Estep 
Score: -7476964.000000 Penalty: 3806.854248
	Iteration 248Q: 3 clusters Score -7476964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -7476980.500000 Penalty: 3806.854248
	Iteration 249Q: 3 clusters Score -7476980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 111704 members 
Entering Unmasked Estep 
Score: -7476990.500000 Penalty: 3806.854248
	Iteration 250Q: 3 clusters Score -7476990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -7476966.500000 Penalty: 3806.854248
	Iteration 251Q: 3 clusters Score -7476966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 111560 members 
Entering Unmasked Estep 
Score: -7476960.000000 Penalty: 3806.854248
	Iteration 252Q: 3 clusters Score -7476960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 111499 members 
Entering Unmasked Estep 
Score: -7476978.500000 Penalty: 3806.854248
	Iteration 253Q: 3 clusters Score -7476978 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 111423 members 
Entering Unmasked Estep 
Score: -7477003.500000 Penalty: 3806.854248
	Iteration 254Q: 3 clusters Score -7477004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 111343 members 
Entering Unmasked Estep 
Score: -7477004.000000 Penalty: 3806.854248
	Iteration 255Q: 3 clusters Score -7477004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -7477024.000000 Penalty: 3806.854248
	Iteration 256Q: 3 clusters Score -7477024 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -7477034.500000 Penalty: 3806.854248
	Iteration 257Q: 3 clusters Score -7477034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -7477037.000000 Penalty: 3806.854248
	Iteration 258Q: 3 clusters Score -7477037 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -7477049.000000 Penalty: 3806.854248
	Iteration 259Q: 3 clusters Score -7477049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -7477042.000000 Penalty: 3806.854248
	Iteration 260F: 3 clusters Score -7477042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 110861 members 
Entering Unmasked Estep 
Score: -7477029.000000 Penalty: 3806.854248
	Iteration 261Q: 3 clusters Score -7477029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 110803 members 
Entering Unmasked Estep 
Score: -7477037.500000 Penalty: 3806.854248
	Iteration 262Q: 3 clusters Score -7477038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -7477026.500000 Penalty: 3806.854248
	Iteration 263Q: 3 clusters Score -7477026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -7477036.000000 Penalty: 3806.854248
	Iteration 264Q: 3 clusters Score -7477036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -7477030.000000 Penalty: 3806.854248
	Iteration 265Q: 3 clusters Score -7477030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -7477036.000000 Penalty: 3806.854248
	Iteration 266Q: 3 clusters Score -7477036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 110502 members 
Entering Unmasked Estep 
Score: -7477031.000000 Penalty: 3806.854248
	Iteration 267Q: 3 clusters Score -7477031 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 110422 members 
Entering Unmasked Estep 
Score: -7477042.000000 Penalty: 3806.854248
	Iteration 268Q: 3 clusters Score -7477042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -7477048.000000 Penalty: 3806.854248
	Iteration 269Q: 3 clusters Score -7477048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 110275 members 
Entering Unmasked Estep 
Score: -7477047.000000 Penalty: 3806.854248
	Iteration 270Q: 3 clusters Score -7477047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 110213 members 
Entering Unmasked Estep 
Score: -7477036.500000 Penalty: 3806.854248
	Iteration 271Q: 3 clusters Score -7477036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 110142 members 
Entering Unmasked Estep 
Score: -7477037.500000 Penalty: 3806.854248
	Iteration 272Q: 3 clusters Score -7477038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 110070 members 
Entering Unmasked Estep 
Score: -7477048.000000 Penalty: 3806.854248
	Iteration 273Q: 3 clusters Score -7477048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -7477042.000000 Penalty: 3806.854248
	Iteration 274Q: 3 clusters Score -7477042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -7477039.000000 Penalty: 3806.854248
	Iteration 275Q: 3 clusters Score -7477039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 109883 members 
Entering Unmasked Estep 
Score: -7477040.000000 Penalty: 3806.854248
	Iteration 276Q: 3 clusters Score -7477040 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 109815 members 
Entering Unmasked Estep 
Score: -7477058.500000 Penalty: 3806.854248
	Iteration 277Q: 3 clusters Score -7477058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 109739 members 
Entering Unmasked Estep 
Score: -7477056.500000 Penalty: 3806.854248
	Iteration 278Q: 3 clusters Score -7477056 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -7477069.500000 Penalty: 3806.854248
	Iteration 279Q: 3 clusters Score -7477070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 109570 members 
Entering Unmasked Estep 
Score: -7477084.500000 Penalty: 3806.854248
	Iteration 280F: 3 clusters Score -7477084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 109477 members 
Entering Unmasked Estep 
Score: -7477093.500000 Penalty: 3806.854248
	Iteration 281Q: 3 clusters Score -7477094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 109394 members 
Entering Unmasked Estep 
Score: -7477118.000000 Penalty: 3806.854248
	Iteration 282Q: 3 clusters Score -7477118 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 109313 members 
Entering Unmasked Estep 
Score: -7477128.500000 Penalty: 3806.854248
	Iteration 283Q: 3 clusters Score -7477128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -7477112.000000 Penalty: 3806.854248
	Iteration 284Q: 3 clusters Score -7477112 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 109154 members 
Entering Unmasked Estep 
Score: -7477112.000000 Penalty: 3806.854248
	Iteration 285Q: 3 clusters Score -7477112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -7477127.000000 Penalty: 3806.854248
	Iteration 286Q: 3 clusters Score -7477127 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -7477138.000000 Penalty: 3806.854248
	Iteration 287Q: 3 clusters Score -7477138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 108886 members 
Entering Unmasked Estep 
Score: -7477122.000000 Penalty: 3806.854248
	Iteration 288Q: 3 clusters Score -7477122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -7477133.500000 Penalty: 3806.854248
	Iteration 289Q: 3 clusters Score -7477134 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 108676 members 
Entering Unmasked Estep 
Score: -7477139.000000 Penalty: 3806.854248
	Iteration 290Q: 3 clusters Score -7477139 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -7477138.000000 Penalty: 3806.854248
	Iteration 291Q: 3 clusters Score -7477138 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 108463 members 
Entering Unmasked Estep 
Score: -7477158.000000 Penalty: 3806.854248
	Iteration 292Q: 3 clusters Score -7477158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
Score: -7477145.000000 Penalty: 3806.854248
	Iteration 293Q: 3 clusters Score -7477145 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 108282 members 
Entering Unmasked Estep 
Score: -7477142.500000 Penalty: 3806.854248
	Iteration 294Q: 3 clusters Score -7477142 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 108185 members 
Entering Unmasked Estep 
Score: -7477132.500000 Penalty: 3806.854248
	Iteration 295Q: 3 clusters Score -7477132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -7477135.000000 Penalty: 3806.854248
	Iteration 296Q: 3 clusters Score -7477135 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 108020 members 
Entering Unmasked Estep 
Score: -7477156.500000 Penalty: 3806.854248
	Iteration 297Q: 3 clusters Score -7477156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 107926 members 
Entering Unmasked Estep 
Score: -7477138.500000 Penalty: 3806.854248
	Iteration 298Q: 3 clusters Score -7477138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -7477135.500000 Penalty: 3806.854248
	Iteration 299Q: 3 clusters Score -7477136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -7477136.000000 Penalty: 3806.854248
	Iteration 300F: 3 clusters Score -7477136 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -7477162.000000 Penalty: 3806.854248
	Iteration 301Q: 3 clusters Score -7477162 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 107525 members 
Entering Unmasked Estep 
Score: -7477143.000000 Penalty: 3806.854248
	Iteration 302Q: 3 clusters Score -7477143 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -7477155.000000 Penalty: 3806.854248
	Iteration 303Q: 3 clusters Score -7477155 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 107300 members 
Entering Unmasked Estep 
Score: -7477145.500000 Penalty: 3806.854248
	Iteration 304Q: 3 clusters Score -7477146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -7477146.500000 Penalty: 3806.854248
	Iteration 305Q: 3 clusters Score -7477146 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 107047 members 
Entering Unmasked Estep 
Score: -7477162.500000 Penalty: 3806.854248
	Iteration 306Q: 3 clusters Score -7477162 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 106920 members 
Entering Unmasked Estep 
Score: -7477174.000000 Penalty: 3806.854248
	Iteration 307Q: 3 clusters Score -7477174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -7477195.500000 Penalty: 3806.854248
	Iteration 308Q: 3 clusters Score -7477196 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
Score: -7477222.500000 Penalty: 3806.854248
	Iteration 309Q: 3 clusters Score -7477222 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 106515 members 
Entering Unmasked Estep 
Score: -7477223.500000 Penalty: 3806.854248
	Iteration 310Q: 3 clusters Score -7477224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -7477242.500000 Penalty: 3806.854248
	Iteration 311Q: 3 clusters Score -7477242 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 106204 members 
Entering Unmasked Estep 
Score: -7477254.500000 Penalty: 3806.854248
	Iteration 312Q: 3 clusters Score -7477254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -7477286.000000 Penalty: 3806.854248
	Iteration 313Q: 3 clusters Score -7477286 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -7477299.500000 Penalty: 3806.854248
	Iteration 314Q: 3 clusters Score -7477300 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -7477298.500000 Penalty: 3806.854248
	Iteration 315Q: 3 clusters Score -7477298 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -7477329.000000 Penalty: 3806.854248
	Iteration 316Q: 3 clusters Score -7477329 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 105589 members 
Entering Unmasked Estep 
Score: -7477318.500000 Penalty: 3806.854248
	Iteration 317Q: 3 clusters Score -7477318 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -7477315.000000 Penalty: 3806.854248
	Iteration 318Q: 3 clusters Score -7477315 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 105390 members 
Entering Unmasked Estep 
Score: -7477306.500000 Penalty: 3806.854248
	Iteration 319Q: 3 clusters Score -7477306 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -7477300.500000 Penalty: 3806.854248
	Iteration 320F: 3 clusters Score -7477300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 105209 members 
Entering Unmasked Estep 
Score: -7477312.500000 Penalty: 3806.854248
	Iteration 321Q: 3 clusters Score -7477312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 105120 members 
Entering Unmasked Estep 
Score: -7477325.500000 Penalty: 3806.854248
	Iteration 322Q: 3 clusters Score -7477326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 105036 members 
Entering Unmasked Estep 
Score: -7477339.000000 Penalty: 3806.854248
	Iteration 323Q: 3 clusters Score -7477339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 104942 members 
Entering Unmasked Estep 
Score: -7477342.500000 Penalty: 3806.854248
	Iteration 324Q: 3 clusters Score -7477342 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 104850 members 
Entering Unmasked Estep 
Score: -7477352.000000 Penalty: 3806.854248
	Iteration 325Q: 3 clusters Score -7477352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -7477345.500000 Penalty: 3806.854248
	Iteration 326Q: 3 clusters Score -7477346 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 104670 members 
Entering Unmasked Estep 
Score: -7477353.000000 Penalty: 3806.854248
	Iteration 327Q: 3 clusters Score -7477353 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -7477376.000000 Penalty: 3806.854248
	Iteration 328Q: 3 clusters Score -7477376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 104489 members 
Entering Unmasked Estep 
Score: -7477375.000000 Penalty: 3806.854248
	Iteration 329Q: 3 clusters Score -7477375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -7477389.000000 Penalty: 3806.854248
	Iteration 330Q: 3 clusters Score -7477389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -7477388.500000 Penalty: 3806.854248
	Iteration 331Q: 3 clusters Score -7477388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -7477391.000000 Penalty: 3806.854248
	Iteration 332Q: 3 clusters Score -7477391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 104206 members 
Entering Unmasked Estep 
Score: -7477404.000000 Penalty: 3806.854248
	Iteration 333Q: 3 clusters Score -7477404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -7477394.000000 Penalty: 3806.854248
	Iteration 334Q: 3 clusters Score -7477394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 104106 members 
Entering Unmasked Estep 
Score: -7477405.000000 Penalty: 3806.854248
	Iteration 335Q: 3 clusters Score -7477405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -7477423.000000 Penalty: 3806.854248
	Iteration 336Q: 3 clusters Score -7477423 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -7477422.000000 Penalty: 3806.854248
	Iteration 337Q: 3 clusters Score -7477422 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -7477416.500000 Penalty: 3806.854248
	Iteration 338Q: 3 clusters Score -7477416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
Score: -7477423.500000 Penalty: 3806.854248
	Iteration 339Q: 3 clusters Score -7477424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -7477419.500000 Penalty: 3806.854248
	Iteration 340F: 3 clusters Score -7477420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 103742 members 
Entering Unmasked Estep 
Score: -7477433.500000 Penalty: 3806.854248
	Iteration 341Q: 3 clusters Score -7477434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 103682 members 
Entering Unmasked Estep 
Score: -7477425.500000 Penalty: 3806.854248
	Iteration 342Q: 3 clusters Score -7477426 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -7477414.000000 Penalty: 3806.854248
	Iteration 343Q: 3 clusters Score -7477414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -7477419.000000 Penalty: 3806.854248
	Iteration 344Q: 3 clusters Score -7477419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 103495 members 
Entering Unmasked Estep 
Score: -7477421.500000 Penalty: 3806.854248
	Iteration 345Q: 3 clusters Score -7477422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 103456 members 
Entering Unmasked Estep 
Score: -7477424.500000 Penalty: 3806.854248
	Iteration 346Q: 3 clusters Score -7477424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 103412 members 
Entering Unmasked Estep 
Score: -7477438.000000 Penalty: 3806.854248
	Iteration 347Q: 3 clusters Score -7477438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 103374 members 
Entering Unmasked Estep 
Score: -7477448.500000 Penalty: 3806.854248
	Iteration 348Q: 3 clusters Score -7477448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 103330 members 
Entering Unmasked Estep 
Score: -7477446.500000 Penalty: 3806.854248
	Iteration 349Q: 3 clusters Score -7477446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -7477446.000000 Penalty: 3806.854248
	Iteration 350Q: 3 clusters Score -7477446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 103252 members 
Entering Unmasked Estep 
Score: -7477429.500000 Penalty: 3806.854248
	Iteration 351Q: 3 clusters Score -7477430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -7477441.000000 Penalty: 3806.854248
	Iteration 352Q: 3 clusters Score -7477441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -7477438.500000 Penalty: 3806.854248
	Iteration 353Q: 3 clusters Score -7477438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 103145 members 
Entering Unmasked Estep 
Score: -7477433.000000 Penalty: 3806.854248
	Iteration 354Q: 3 clusters Score -7477433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -7477433.500000 Penalty: 3806.854248
	Iteration 355Q: 3 clusters Score -7477434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -7477436.500000 Penalty: 3806.854248
	Iteration 356Q: 3 clusters Score -7477436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -7477430.000000 Penalty: 3806.854248
	Iteration 357Q: 3 clusters Score -7477430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -7477414.000000 Penalty: 3806.854248
	Iteration 358Q: 3 clusters Score -7477414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 102998 members 
Entering Unmasked Estep 
Score: -7477421.500000 Penalty: 3806.854248
	Iteration 359Q: 3 clusters Score -7477422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -7477423.000000 Penalty: 3806.854248
	Iteration 360F: 3 clusters Score -7477423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -7477434.000000 Penalty: 3806.854248
	Iteration 361Q: 3 clusters Score -7477434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -7477431.500000 Penalty: 3806.854248
	Iteration 362Q: 3 clusters Score -7477432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -7477430.500000 Penalty: 3806.854248
	Iteration 363Q: 3 clusters Score -7477430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 102876 members 
Entering Unmasked Estep 
Score: -7477432.500000 Penalty: 3806.854248
	Iteration 364Q: 3 clusters Score -7477432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 102865 members 
Entering Unmasked Estep 
Score: -7477431.000000 Penalty: 3806.854248
	Iteration 365Q: 3 clusters Score -7477431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 102846 members 
Entering Unmasked Estep 
Score: -7477437.500000 Penalty: 3806.854248
	Iteration 366Q: 3 clusters Score -7477438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 102832 members 
Entering Unmasked Estep 
Score: -7477437.500000 Penalty: 3806.854248
	Iteration 367Q: 3 clusters Score -7477438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 102824 members 
Entering Unmasked Estep 
Score: -7477436.000000 Penalty: 3806.854248
	Iteration 368Q: 3 clusters Score -7477436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 102818 members 
Entering Unmasked Estep 
Score: -7477439.500000 Penalty: 3806.854248
	Iteration 369Q: 3 clusters Score -7477440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -7477440.000000 Penalty: 3806.854248
	Iteration 370Q: 3 clusters Score -7477440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 102809 members 
Entering Unmasked Estep 
Score: -7477439.000000 Penalty: 3806.854248
	Iteration 371Q: 3 clusters Score -7477439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 102809 members 
Entering Unmasked Estep 
Score: -7477439.000000 Penalty: 3806.854248
	Iteration 372F: 3 clusters Score -7477439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 12336 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 29891 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 10161 members 
Mstep: Class 8 contains 6760 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 19389 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 14021 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 24658 members 
Mstep: Class 15 contains 6925 members 
Mstep: Class 16 contains 4246 members 
Mstep: Class 17 contains 5302 members 
Mstep: Class 18 contains 3013 members 
Mstep: Class 19 contains 29970 members 
Mstep: Class 20 contains 9367 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 30388 members 
Mstep: Class 23 contains 104544 members 
Mstep: Class 24 contains 1890 members 
Entering Unmasked Estep 
Score: -26943816.000000 Penalty: 50839.187500
Splitting cluster 10 changes total score from -26943410.000000 to -26943816.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (9463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Entering Unmasked Estep 
Score: -570786.375000 Penalty: 1487.711060
	Iteration 0F: 2 clusters Score -570786.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -563955.375000 Penalty: 2975.422119
	Iteration 0F: 3 clusters Score -563955.4 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -566164.375000 Penalty: 2975.422119
	Iteration 1F: 3 clusters Score -566164.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -566488.250000 Penalty: 2975.422119
	Iteration 2F: 3 clusters Score -566488.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -566766.812500 Penalty: 2975.422119
	Iteration 3F: 3 clusters Score -566766.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -567013.187500 Penalty: 2975.422119
	Iteration 4F: 3 clusters Score -567013.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -567284.875000 Penalty: 2975.422119
	Iteration 5Q: 3 clusters Score -567284.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -567534.187500 Penalty: 2975.422119
	Iteration 6Q: 3 clusters Score -567534.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -567798.500000 Penalty: 2975.422119
	Iteration 7Q: 3 clusters Score -567798.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -568027.875000 Penalty: 2975.422119
	Iteration 8Q: 3 clusters Score -568027.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -568242.812500 Penalty: 2975.422119
	Iteration 9Q: 3 clusters Score -568242.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -568401.375000 Penalty: 2975.422119
	Iteration 10Q: 3 clusters Score -568401.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -568532.187500 Penalty: 2975.422119
	Iteration 11Q: 3 clusters Score -568532.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -568637.625000 Penalty: 2975.422119
	Iteration 12Q: 3 clusters Score -568637.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -568719.875000 Penalty: 2975.422119
	Iteration 13Q: 3 clusters Score -568719.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -568798.312500 Penalty: 2975.422119
	Iteration 14Q: 3 clusters Score -568798.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -568857.625000 Penalty: 2975.422119
	Iteration 15Q: 3 clusters Score -568857.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -568903.875000 Penalty: 2975.422119
	Iteration 16Q: 3 clusters Score -568903.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -568948.187500 Penalty: 2975.422119
	Iteration 17Q: 3 clusters Score -568948.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -568975.000000 Penalty: 2975.422119
	Iteration 18Q: 3 clusters Score -568975 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -569001.375000 Penalty: 2975.422119
	Iteration 19Q: 3 clusters Score -569001.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -569024.750000 Penalty: 2975.422119
	Iteration 20F: 3 clusters Score -569024.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -569050.375000 Penalty: 2975.422119
	Iteration 21Q: 3 clusters Score -569050.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -569078.375000 Penalty: 2975.422119
	Iteration 22Q: 3 clusters Score -569078.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -569106.000000 Penalty: 2975.422119
	Iteration 23Q: 3 clusters Score -569106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -569140.187500 Penalty: 2975.422119
	Iteration 24Q: 3 clusters Score -569140.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -569184.750000 Penalty: 2975.422119
	Iteration 25Q: 3 clusters Score -569184.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -569229.500000 Penalty: 2975.422119
	Iteration 26Q: 3 clusters Score -569229.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -569277.375000 Penalty: 2975.422119
	Iteration 27Q: 3 clusters Score -569277.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -569317.625000 Penalty: 2975.422119
	Iteration 28Q: 3 clusters Score -569317.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -569354.125000 Penalty: 2975.422119
	Iteration 29Q: 3 clusters Score -569354.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -569395.687500 Penalty: 2975.422119
	Iteration 30Q: 3 clusters Score -569395.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -569431.812500 Penalty: 2975.422119
	Iteration 31Q: 3 clusters Score -569431.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -569468.062500 Penalty: 2975.422119
	Iteration 32Q: 3 clusters Score -569468.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -569497.875000 Penalty: 2975.422119
	Iteration 33Q: 3 clusters Score -569497.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -569527.375000 Penalty: 2975.422119
	Iteration 34Q: 3 clusters Score -569527.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -569553.500000 Penalty: 2975.422119
	Iteration 35Q: 3 clusters Score -569553.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -569569.062500 Penalty: 2975.422119
	Iteration 36Q: 3 clusters Score -569569.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -569577.437500 Penalty: 2975.422119
	Iteration 37Q: 3 clusters Score -569577.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -569587.312500 Penalty: 2975.422119
	Iteration 38Q: 3 clusters Score -569587.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -569593.562500 Penalty: 2975.422119
	Iteration 39Q: 3 clusters Score -569593.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -569601.250000 Penalty: 2975.422119
	Iteration 40F: 3 clusters Score -569601.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -569605.312500 Penalty: 2975.422119
	Iteration 41Q: 3 clusters Score -569605.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -569608.437500 Penalty: 2975.422119
	Iteration 42Q: 3 clusters Score -569608.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -569609.312500 Penalty: 2975.422119
	Iteration 43Q: 3 clusters Score -569609.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -569612.812500 Penalty: 2975.422119
	Iteration 44Q: 3 clusters Score -569612.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -569615.312500 Penalty: 2975.422119
	Iteration 45Q: 3 clusters Score -569615.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -569615.937500 Penalty: 2975.422119
	Iteration 46Q: 3 clusters Score -569615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -569617.500000 Penalty: 2975.422119
	Iteration 47Q: 3 clusters Score -569617.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -569619.812500 Penalty: 2975.422119
	Iteration 48Q: 3 clusters Score -569619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -569619.875000 Penalty: 2975.422119
	Iteration 49Q: 3 clusters Score -569619.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -569621.687500 Penalty: 2975.422119
	Iteration 50Q: 3 clusters Score -569621.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -569623.750000 Penalty: 2975.422119
	Iteration 51Q: 3 clusters Score -569623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -569624.250000 Penalty: 2975.422119
	Iteration 52Q: 3 clusters Score -569624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -569622.125000 Penalty: 2975.422119
	Iteration 53Q: 3 clusters Score -569622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -569622.187500 Penalty: 2975.422119
	Iteration 54Q: 3 clusters Score -569622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -569624.312500 Penalty: 2975.422119
	Iteration 55Q: 3 clusters Score -569624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -569625.375000 Penalty: 2975.422119
	Iteration 56Q: 3 clusters Score -569625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -569624.312500 Penalty: 2975.422119
	Iteration 57Q: 3 clusters Score -569624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -569624.937500 Penalty: 2975.422119
	Iteration 58Q: 3 clusters Score -569624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -569624.937500 Penalty: 2975.422119
	Iteration 59F: 3 clusters Score -569624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Entering Unmasked Estep 
Score: -877027.875000 Penalty: 1551.600586
	Iteration 0F: 2 clusters Score -877027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -867204.375000 Penalty: 3103.201172
	Iteration 0F: 3 clusters Score -867204.4 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -870569.437500 Penalty: 3103.201172
	Iteration 1F: 3 clusters Score -870569.4 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -870863.375000 Penalty: 3103.201172
	Iteration 2F: 3 clusters Score -870863.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -871109.812500 Penalty: 3103.201172
	Iteration 3Q: 3 clusters Score -871109.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -871388.000000 Penalty: 3103.201172
	Iteration 4Q: 3 clusters Score -871388 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -871692.625000 Penalty: 3103.201172
	Iteration 5Q: 3 clusters Score -871692.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -872039.937500 Penalty: 3103.201172
	Iteration 6Q: 3 clusters Score -872039.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -872503.250000 Penalty: 3103.201172
	Iteration 7F: 3 clusters Score -872503.2 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -873078.375000 Penalty: 3103.201172
	Iteration 8F: 3 clusters Score -873078.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -873635.187500 Penalty: 3103.201172
	Iteration 9Q: 3 clusters Score -873635.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -874126.500000 Penalty: 3103.201172
	Iteration 10Q: 3 clusters Score -874126.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -874554.437500 Penalty: 3103.201172
	Iteration 11Q: 3 clusters Score -874554.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -874832.687500 Penalty: 3103.201172
	Iteration 12Q: 3 clusters Score -874832.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -874997.562500 Penalty: 3103.201172
	Iteration 13Q: 3 clusters Score -874997.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -875121.250000 Penalty: 3103.201172
	Iteration 14Q: 3 clusters Score -875121.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -875212.125000 Penalty: 3103.201172
	Iteration 15Q: 3 clusters Score -875212.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -875277.812500 Penalty: 3103.201172
	Iteration 16Q: 3 clusters Score -875277.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -875332.375000 Penalty: 3103.201172
	Iteration 17Q: 3 clusters Score -875332.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -875368.500000 Penalty: 3103.201172
	Iteration 18Q: 3 clusters Score -875368.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -875403.187500 Penalty: 3103.201172
	Iteration 19Q: 3 clusters Score -875403.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -875436.187500 Penalty: 3103.201172
	Iteration 20F: 3 clusters Score -875436.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -875458.375000 Penalty: 3103.201172
	Iteration 21Q: 3 clusters Score -875458.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -875481.062500 Penalty: 3103.201172
	Iteration 22Q: 3 clusters Score -875481.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -875497.687500 Penalty: 3103.201172
	Iteration 23Q: 3 clusters Score -875497.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -875519.062500 Penalty: 3103.201172
	Iteration 24Q: 3 clusters Score -875519.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -875547.875000 Penalty: 3103.201172
	Iteration 25Q: 3 clusters Score -875547.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -875572.437500 Penalty: 3103.201172
	Iteration 26Q: 3 clusters Score -875572.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -875599.437500 Penalty: 3103.201172
	Iteration 27Q: 3 clusters Score -875599.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -875622.250000 Penalty: 3103.201172
	Iteration 28Q: 3 clusters Score -875622.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -875647.750000 Penalty: 3103.201172
	Iteration 29Q: 3 clusters Score -875647.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -875663.875000 Penalty: 3103.201172
	Iteration 30Q: 3 clusters Score -875663.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -875681.375000 Penalty: 3103.201172
	Iteration 31Q: 3 clusters Score -875681.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -875695.187500 Penalty: 3103.201172
	Iteration 32Q: 3 clusters Score -875695.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -875705.062500 Penalty: 3103.201172
	Iteration 33Q: 3 clusters Score -875705.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -875711.687500 Penalty: 3103.201172
	Iteration 34Q: 3 clusters Score -875711.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -875713.687500 Penalty: 3103.201172
	Iteration 35Q: 3 clusters Score -875713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -875715.937500 Penalty: 3103.201172
	Iteration 36Q: 3 clusters Score -875715.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -875717.187500 Penalty: 3103.201172
	Iteration 37Q: 3 clusters Score -875717.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -875721.687500 Penalty: 3103.201172
	Iteration 38Q: 3 clusters Score -875721.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -875726.187500 Penalty: 3103.201172
	Iteration 39Q: 3 clusters Score -875726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -875729.875000 Penalty: 3103.201172
	Iteration 40F: 3 clusters Score -875729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -875731.312500 Penalty: 3103.201172
	Iteration 41Q: 3 clusters Score -875731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -875731.187500 Penalty: 3103.201172
	Iteration 42Q: 3 clusters Score -875731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -875731.187500 Penalty: 3103.201172
	Iteration 43F: 3 clusters Score -875731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Entering Unmasked Estep 
Score: -296729.406250 Penalty: 1381.356812
	Iteration 0F: 2 clusters Score -296729.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -292731.187500 Penalty: 2762.713623
	Iteration 0F: 3 clusters Score -292731.2 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -293778.875000 Penalty: 2762.713623
	Iteration 1F: 3 clusters Score -293778.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -293946.625000 Penalty: 2762.713623
	Iteration 2F: 3 clusters Score -293946.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -294061.500000 Penalty: 2762.713623
	Iteration 3F: 3 clusters Score -294061.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -294124.781250 Penalty: 2762.713623
	Iteration 4Q: 3 clusters Score -294124.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -294162.906250 Penalty: 2762.713623
	Iteration 5Q: 3 clusters Score -294162.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -294201.593750 Penalty: 2762.713623
	Iteration 6Q: 3 clusters Score -294201.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -294241.468750 Penalty: 2762.713623
	Iteration 7Q: 3 clusters Score -294241.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -294292.875000 Penalty: 2762.713623
	Iteration 8Q: 3 clusters Score -294292.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -294353.968750 Penalty: 2762.713623
	Iteration 9Q: 3 clusters Score -294354 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -294417.000000 Penalty: 2762.713623
	Iteration 10Q: 3 clusters Score -294417 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -294479.625000 Penalty: 2762.713623
	Iteration 11Q: 3 clusters Score -294479.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -294548.968750 Penalty: 2762.713623
	Iteration 12Q: 3 clusters Score -294549 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -294606.093750 Penalty: 2762.713623
	Iteration 13Q: 3 clusters Score -294606.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -294671.718750 Penalty: 2762.713623
	Iteration 14Q: 3 clusters Score -294671.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -294740.718750 Penalty: 2762.713623
	Iteration 15Q: 3 clusters Score -294740.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -294820.312500 Penalty: 2762.713623
	Iteration 16Q: 3 clusters Score -294820.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -294885.781250 Penalty: 2762.713623
	Iteration 17Q: 3 clusters Score -294885.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -294942.718750 Penalty: 2762.713623
	Iteration 18Q: 3 clusters Score -294942.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -295000.343750 Penalty: 2762.713623
	Iteration 19Q: 3 clusters Score -295000.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -295044.656250 Penalty: 2762.713623
	Iteration 20F: 3 clusters Score -295044.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -295089.281250 Penalty: 2762.713623
	Iteration 21Q: 3 clusters Score -295089.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -295139.625000 Penalty: 2762.713623
	Iteration 22Q: 3 clusters Score -295139.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -295182.187500 Penalty: 2762.713623
	Iteration 23Q: 3 clusters Score -295182.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -295215.437500 Penalty: 2762.713623
	Iteration 24Q: 3 clusters Score -295215.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295246.718750 Penalty: 2762.713623
	Iteration 25Q: 3 clusters Score -295246.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -295272.062500 Penalty: 2762.713623
	Iteration 26Q: 3 clusters Score -295272.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -295299.656250 Penalty: 2762.713623
	Iteration 27Q: 3 clusters Score -295299.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -295327.437500 Penalty: 2762.713623
	Iteration 28Q: 3 clusters Score -295327.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -295353.500000 Penalty: 2762.713623
	Iteration 29Q: 3 clusters Score -295353.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -295377.750000 Penalty: 2762.713623
	Iteration 30Q: 3 clusters Score -295377.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -295398.375000 Penalty: 2762.713623
	Iteration 31Q: 3 clusters Score -295398.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -295413.093750 Penalty: 2762.713623
	Iteration 32Q: 3 clusters Score -295413.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -295427.812500 Penalty: 2762.713623
	Iteration 33Q: 3 clusters Score -295427.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -295440.343750 Penalty: 2762.713623
	Iteration 34Q: 3 clusters Score -295440.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -295446.875000 Penalty: 2762.713623
	Iteration 35Q: 3 clusters Score -295446.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -295452.156250 Penalty: 2762.713623
	Iteration 36Q: 3 clusters Score -295452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -295455.343750 Penalty: 2762.713623
	Iteration 37Q: 3 clusters Score -295455.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -295459.218750 Penalty: 2762.713623
	Iteration 38Q: 3 clusters Score -295459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -295461.750000 Penalty: 2762.713623
	Iteration 39Q: 3 clusters Score -295461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -295463.656250 Penalty: 2762.713623
	Iteration 40F: 3 clusters Score -295463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -295465.937500 Penalty: 2762.713623
	Iteration 41Q: 3 clusters Score -295465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -295467.406250 Penalty: 2762.713623
	Iteration 42Q: 3 clusters Score -295467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -295468.812500 Penalty: 2762.713623
	Iteration 43Q: 3 clusters Score -295468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -295473.093750 Penalty: 2762.713623
	Iteration 44Q: 3 clusters Score -295473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -295474.843750 Penalty: 2762.713623
	Iteration 45Q: 3 clusters Score -295474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -295475.250000 Penalty: 2762.713623
	Iteration 46Q: 3 clusters Score -295475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -295475.843750 Penalty: 2762.713623
	Iteration 47Q: 3 clusters Score -295475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -295475.531250 Penalty: 2762.713623
	Iteration 48Q: 3 clusters Score -295475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -295476.125000 Penalty: 2762.713623
	Iteration 49Q: 3 clusters Score -295476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -295476.906250 Penalty: 2762.713623
	Iteration 50Q: 3 clusters Score -295476.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -295478.156250 Penalty: 2762.713623
	Iteration 51Q: 3 clusters Score -295478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -295479.531250 Penalty: 2762.713623
	Iteration 52Q: 3 clusters Score -295479.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -295479.656250 Penalty: 2762.713623
	Iteration 53Q: 3 clusters Score -295479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -295479.437500 Penalty: 2762.713623
	Iteration 54Q: 3 clusters Score -295479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -295479.781250 Penalty: 2762.713623
	Iteration 55Q: 3 clusters Score -295479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -295479.781250 Penalty: 2762.713623
	Iteration 56F: 3 clusters Score -295479.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Entering Unmasked Estep 
Score: -1549897.500000 Penalty: 1643.339233
	Iteration 0F: 2 clusters Score -1549898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1533326.375000 Penalty: 3286.678467
	Iteration 0F: 3 clusters Score -1533326 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1539314.000000 Penalty: 3286.678467
	Iteration 1F: 3 clusters Score -1539314 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1539652.625000 Penalty: 3286.678467
	Iteration 2Q: 3 clusters Score -1539653 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1539992.375000 Penalty: 3286.678467
	Iteration 3Q: 3 clusters Score -1539992 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1540346.875000 Penalty: 3286.678467
	Iteration 4Q: 3 clusters Score -1540347 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1540724.000000 Penalty: 3286.678467
	Iteration 5Q: 3 clusters Score -1540724 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1541184.875000 Penalty: 3286.678467
	Iteration 6Q: 3 clusters Score -1541185 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1541790.375000 Penalty: 3286.678467
	Iteration 7F: 3 clusters Score -1541790 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1542601.750000 Penalty: 3286.678467
	Iteration 8F: 3 clusters Score -1542602 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1543662.875000 Penalty: 3286.678467
	Iteration 9F: 3 clusters Score -1543663 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1544877.750000 Penalty: 3286.678467
	Iteration 10F: 3 clusters Score -1544878 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -1546112.250000 Penalty: 3286.678467
	Iteration 11F: 3 clusters Score -1546112 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1547119.875000 Penalty: 3286.678467
	Iteration 12Q: 3 clusters Score -1547120 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -1547772.625000 Penalty: 3286.678467
	Iteration 13Q: 3 clusters Score -1547773 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -1548142.625000 Penalty: 3286.678467
	Iteration 14Q: 3 clusters Score -1548143 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -1548320.000000 Penalty: 3286.678467
	Iteration 15Q: 3 clusters Score -1548320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -1548377.250000 Penalty: 3286.678467
	Iteration 16Q: 3 clusters Score -1548377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -1548415.375000 Penalty: 3286.678467
	Iteration 17Q: 3 clusters Score -1548415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -1548440.750000 Penalty: 3286.678467
	Iteration 18Q: 3 clusters Score -1548441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -1548467.625000 Penalty: 3286.678467
	Iteration 19Q: 3 clusters Score -1548468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -1548487.125000 Penalty: 3286.678467
	Iteration 20F: 3 clusters Score -1548487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -1548503.750000 Penalty: 3286.678467
	Iteration 21Q: 3 clusters Score -1548504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -1548510.125000 Penalty: 3286.678467
	Iteration 22Q: 3 clusters Score -1548510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -1548516.500000 Penalty: 3286.678467
	Iteration 23Q: 3 clusters Score -1548516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -1548520.875000 Penalty: 3286.678467
	Iteration 24Q: 3 clusters Score -1548521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -1548526.875000 Penalty: 3286.678467
	Iteration 25Q: 3 clusters Score -1548527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -1548528.750000 Penalty: 3286.678467
	Iteration 26Q: 3 clusters Score -1548529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -1548527.875000 Penalty: 3286.678467
	Iteration 27Q: 3 clusters Score -1548528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -1548527.875000 Penalty: 3286.678467
	Iteration 28F: 3 clusters Score -1548528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Entering Unmasked Estep 
Score: -412670.187500 Penalty: 1436.970215
	Iteration 0F: 2 clusters Score -412670.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -407470.562500 Penalty: 2873.940430
	Iteration 0F: 3 clusters Score -407470.6 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -409144.562500 Penalty: 2873.940430
	Iteration 1F: 3 clusters Score -409144.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -409475.656250 Penalty: 2873.940430
	Iteration 2F: 3 clusters Score -409475.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -409824.062500 Penalty: 2873.940430
	Iteration 3F: 3 clusters Score -409824.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -410202.406250 Penalty: 2873.940430
	Iteration 4F: 3 clusters Score -410202.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -410630.812500 Penalty: 2873.940430
	Iteration 5F: 3 clusters Score -410630.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -411024.937500 Penalty: 2873.940430
	Iteration 6F: 3 clusters Score -411024.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -411307.250000 Penalty: 2873.940430
	Iteration 7F: 3 clusters Score -411307.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -411492.031250 Penalty: 2873.940430
	Iteration 8Q: 3 clusters Score -411492 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -411613.656250 Penalty: 2873.940430
	Iteration 9Q: 3 clusters Score -411613.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -411685.781250 Penalty: 2873.940430
	Iteration 10Q: 3 clusters Score -411685.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -411740.218750 Penalty: 2873.940430
	Iteration 11Q: 3 clusters Score -411740.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -411794.562500 Penalty: 2873.940430
	Iteration 12Q: 3 clusters Score -411794.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -411828.906250 Penalty: 2873.940430
	Iteration 13Q: 3 clusters Score -411828.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -411849.375000 Penalty: 2873.940430
	Iteration 14Q: 3 clusters Score -411849.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -411861.781250 Penalty: 2873.940430
	Iteration 15Q: 3 clusters Score -411861.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -411872.781250 Penalty: 2873.940430
	Iteration 16Q: 3 clusters Score -411872.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -411879.781250 Penalty: 2873.940430
	Iteration 17Q: 3 clusters Score -411879.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -411882.156250 Penalty: 2873.940430
	Iteration 18Q: 3 clusters Score -411882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -411883.250000 Penalty: 2873.940430
	Iteration 19Q: 3 clusters Score -411883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -411883.437500 Penalty: 2873.940430
	Iteration 20F: 3 clusters Score -411883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -411885.875000 Penalty: 2873.940430
	Iteration 21Q: 3 clusters Score -411885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -411887.281250 Penalty: 2873.940430
	Iteration 22Q: 3 clusters Score -411887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -411889.937500 Penalty: 2873.940430
	Iteration 23Q: 3 clusters Score -411889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -411889.937500 Penalty: 2873.940430
	Iteration 24F: 3 clusters Score -411889.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Entering Unmasked Estep 
Score: -252445.765625 Penalty: 1357.481567
	Iteration 0F: 2 clusters Score -252445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -248937.859375 Penalty: 2714.963135
	Iteration 0F: 3 clusters Score -248937.9 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -249883.406250 Penalty: 2714.963135
	Iteration 1F: 3 clusters Score -249883.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -250117.484375 Penalty: 2714.963135
	Iteration 2F: 3 clusters Score -250117.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -250260.953125 Penalty: 2714.963135
	Iteration 3F: 3 clusters Score -250261 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -250393.281250 Penalty: 2714.963135
	Iteration 4Q: 3 clusters Score -250393.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -250507.734375 Penalty: 2714.963135
	Iteration 5Q: 3 clusters Score -250507.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -250597.937500 Penalty: 2714.963135
	Iteration 6Q: 3 clusters Score -250597.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -250667.968750 Penalty: 2714.963135
	Iteration 7Q: 3 clusters Score -250668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -250738.609375 Penalty: 2714.963135
	Iteration 8Q: 3 clusters Score -250738.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -250809.750000 Penalty: 2714.963135
	Iteration 9Q: 3 clusters Score -250809.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -250879.843750 Penalty: 2714.963135
	Iteration 10Q: 3 clusters Score -250879.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -250947.203125 Penalty: 2714.963135
	Iteration 11Q: 3 clusters Score -250947.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -251003.718750 Penalty: 2714.963135
	Iteration 12Q: 3 clusters Score -251003.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -251072.593750 Penalty: 2714.963135
	Iteration 13Q: 3 clusters Score -251072.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -251114.828125 Penalty: 2714.963135
	Iteration 14Q: 3 clusters Score -251114.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -251148.062500 Penalty: 2714.963135
	Iteration 15Q: 3 clusters Score -251148.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -251173.234375 Penalty: 2714.963135
	Iteration 16Q: 3 clusters Score -251173.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -251193.343750 Penalty: 2714.963135
	Iteration 17Q: 3 clusters Score -251193.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -251209.906250 Penalty: 2714.963135
	Iteration 18Q: 3 clusters Score -251209.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -251222.171875 Penalty: 2714.963135
	Iteration 19Q: 3 clusters Score -251222.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -251231.890625 Penalty: 2714.963135
	Iteration 20F: 3 clusters Score -251231.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -251240.906250 Penalty: 2714.963135
	Iteration 21Q: 3 clusters Score -251240.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -251246.578125 Penalty: 2714.963135
	Iteration 22Q: 3 clusters Score -251246.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -251251.750000 Penalty: 2714.963135
	Iteration 23Q: 3 clusters Score -251251.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -251255.765625 Penalty: 2714.963135
	Iteration 24Q: 3 clusters Score -251255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -251259.421875 Penalty: 2714.963135
	Iteration 25Q: 3 clusters Score -251259.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -251263.562500 Penalty: 2714.963135
	Iteration 26Q: 3 clusters Score -251263.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -251265.265625 Penalty: 2714.963135
	Iteration 27Q: 3 clusters Score -251265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -251265.906250 Penalty: 2714.963135
	Iteration 28Q: 3 clusters Score -251265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -251267.187500 Penalty: 2714.963135
	Iteration 29Q: 3 clusters Score -251267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -251267.203125 Penalty: 2714.963135
	Iteration 30Q: 3 clusters Score -251267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -251268.031250 Penalty: 2714.963135
	Iteration 31Q: 3 clusters Score -251268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -251268.937500 Penalty: 2714.963135
	Iteration 32Q: 3 clusters Score -251268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -251269.281250 Penalty: 2714.963135
	Iteration 33Q: 3 clusters Score -251269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -251269.468750 Penalty: 2714.963135
	Iteration 34Q: 3 clusters Score -251269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -251269.468750 Penalty: 2714.963135
	Iteration 35F: 3 clusters Score -251269.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Entering Unmasked Estep 
Score: -321571.625000 Penalty: 1393.573853
	Iteration 0F: 2 clusters Score -321571.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -317461.250000 Penalty: 2787.147705
	Iteration 0F: 3 clusters Score -317461.2 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -318633.562500 Penalty: 2787.147705
	Iteration 1F: 3 clusters Score -318633.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -318791.406250 Penalty: 2787.147705
	Iteration 2F: 3 clusters Score -318791.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -318916.093750 Penalty: 2787.147705
	Iteration 3Q: 3 clusters Score -318916.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -319003.656250 Penalty: 2787.147705
	Iteration 4Q: 3 clusters Score -319003.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -319087.156250 Penalty: 2787.147705
	Iteration 5Q: 3 clusters Score -319087.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -319157.187500 Penalty: 2787.147705
	Iteration 6Q: 3 clusters Score -319157.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -319214.343750 Penalty: 2787.147705
	Iteration 7Q: 3 clusters Score -319214.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -319272.062500 Penalty: 2787.147705
	Iteration 8Q: 3 clusters Score -319272.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -319341.687500 Penalty: 2787.147705
	Iteration 9Q: 3 clusters Score -319341.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -319421.593750 Penalty: 2787.147705
	Iteration 10Q: 3 clusters Score -319421.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -319512.312500 Penalty: 2787.147705
	Iteration 11Q: 3 clusters Score -319512.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -319596.375000 Penalty: 2787.147705
	Iteration 12Q: 3 clusters Score -319596.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -319676.250000 Penalty: 2787.147705
	Iteration 13Q: 3 clusters Score -319676.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -319763.281250 Penalty: 2787.147705
	Iteration 14Q: 3 clusters Score -319763.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -319830.218750 Penalty: 2787.147705
	Iteration 15Q: 3 clusters Score -319830.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -319901.093750 Penalty: 2787.147705
	Iteration 16Q: 3 clusters Score -319901.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -319962.343750 Penalty: 2787.147705
	Iteration 17Q: 3 clusters Score -319962.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -320024.312500 Penalty: 2787.147705
	Iteration 18Q: 3 clusters Score -320024.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -320085.031250 Penalty: 2787.147705
	Iteration 19Q: 3 clusters Score -320085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -320140.437500 Penalty: 2787.147705
	Iteration 20F: 3 clusters Score -320140.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -320177.156250 Penalty: 2787.147705
	Iteration 21Q: 3 clusters Score -320177.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -320205.937500 Penalty: 2787.147705
	Iteration 22Q: 3 clusters Score -320205.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -320226.031250 Penalty: 2787.147705
	Iteration 23Q: 3 clusters Score -320226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -320253.781250 Penalty: 2787.147705
	Iteration 24Q: 3 clusters Score -320253.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -320273.187500 Penalty: 2787.147705
	Iteration 25Q: 3 clusters Score -320273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -320292.781250 Penalty: 2787.147705
	Iteration 26Q: 3 clusters Score -320292.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -320307.281250 Penalty: 2787.147705
	Iteration 27Q: 3 clusters Score -320307.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -320315.250000 Penalty: 2787.147705
	Iteration 28Q: 3 clusters Score -320315.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -320325.781250 Penalty: 2787.147705
	Iteration 29Q: 3 clusters Score -320325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -320329.125000 Penalty: 2787.147705
	Iteration 30Q: 3 clusters Score -320329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -320334.062500 Penalty: 2787.147705
	Iteration 31Q: 3 clusters Score -320334.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -320338.125000 Penalty: 2787.147705
	Iteration 32Q: 3 clusters Score -320338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -320342.062500 Penalty: 2787.147705
	Iteration 33Q: 3 clusters Score -320342.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -320346.437500 Penalty: 2787.147705
	Iteration 34Q: 3 clusters Score -320346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -320352.000000 Penalty: 2787.147705
	Iteration 35Q: 3 clusters Score -320352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -320354.875000 Penalty: 2787.147705
	Iteration 36Q: 3 clusters Score -320354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -320357.656250 Penalty: 2787.147705
	Iteration 37Q: 3 clusters Score -320357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -320360.656250 Penalty: 2787.147705
	Iteration 38Q: 3 clusters Score -320360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -320361.687500 Penalty: 2787.147705
	Iteration 39Q: 3 clusters Score -320361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -320363.000000 Penalty: 2787.147705
	Iteration 40F: 3 clusters Score -320363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -320363.343750 Penalty: 2787.147705
	Iteration 41Q: 3 clusters Score -320363.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -320363.343750 Penalty: 2787.147705
	Iteration 42F: 3 clusters Score -320363.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -167342.625000 Penalty: 1301.737427
	Iteration 0F: 2 clusters Score -167342.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -164611.343750 Penalty: 2603.474854
	Iteration 0F: 3 clusters Score -164611.3 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -165351.906250 Penalty: 2603.474854
	Iteration 1F: 3 clusters Score -165351.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -165534.734375 Penalty: 2603.474854
	Iteration 2F: 3 clusters Score -165534.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -165636.937500 Penalty: 2603.474854
	Iteration 3F: 3 clusters Score -165636.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -165717.953125 Penalty: 2603.474854
	Iteration 4Q: 3 clusters Score -165718 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -165795.406250 Penalty: 2603.474854
	Iteration 5Q: 3 clusters Score -165795.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -165882.390625 Penalty: 2603.474854
	Iteration 6Q: 3 clusters Score -165882.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -165966.984375 Penalty: 2603.474854
	Iteration 7Q: 3 clusters Score -165967 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -166051.984375 Penalty: 2603.474854
	Iteration 8Q: 3 clusters Score -166052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -166124.859375 Penalty: 2603.474854
	Iteration 9Q: 3 clusters Score -166124.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -166183.671875 Penalty: 2603.474854
	Iteration 10Q: 3 clusters Score -166183.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -166215.187500 Penalty: 2603.474854
	Iteration 11Q: 3 clusters Score -166215.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -166245.765625 Penalty: 2603.474854
	Iteration 12Q: 3 clusters Score -166245.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -166274.687500 Penalty: 2603.474854
	Iteration 13Q: 3 clusters Score -166274.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -166292.812500 Penalty: 2603.474854
	Iteration 14Q: 3 clusters Score -166292.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -166312.265625 Penalty: 2603.474854
	Iteration 15Q: 3 clusters Score -166312.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -166334.093750 Penalty: 2603.474854
	Iteration 16Q: 3 clusters Score -166334.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -166359.687500 Penalty: 2603.474854
	Iteration 17Q: 3 clusters Score -166359.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -166384.437500 Penalty: 2603.474854
	Iteration 18Q: 3 clusters Score -166384.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -166408.656250 Penalty: 2603.474854
	Iteration 19Q: 3 clusters Score -166408.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -166429.187500 Penalty: 2603.474854
	Iteration 20F: 3 clusters Score -166429.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -166441.656250 Penalty: 2603.474854
	Iteration 21Q: 3 clusters Score -166441.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -166456.093750 Penalty: 2603.474854
	Iteration 22Q: 3 clusters Score -166456.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -166470.328125 Penalty: 2603.474854
	Iteration 23Q: 3 clusters Score -166470.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -166484.593750 Penalty: 2603.474854
	Iteration 24Q: 3 clusters Score -166484.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -166500.437500 Penalty: 2603.474854
	Iteration 25Q: 3 clusters Score -166500.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -166514.296875 Penalty: 2603.474854
	Iteration 26Q: 3 clusters Score -166514.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -166526.609375 Penalty: 2603.474854
	Iteration 27Q: 3 clusters Score -166526.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -166542.156250 Penalty: 2603.474854
	Iteration 28Q: 3 clusters Score -166542.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -166574.484375 Penalty: 2603.474854
	Iteration 29Q: 3 clusters Score -166574.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -166623.125000 Penalty: 2603.474854
	Iteration 30Q: 3 clusters Score -166623.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -166674.453125 Penalty: 2603.474854
	Iteration 31Q: 3 clusters Score -166674.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -166702.250000 Penalty: 2603.474854
	Iteration 32Q: 3 clusters Score -166702.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -166717.250000 Penalty: 2603.474854
	Iteration 33Q: 3 clusters Score -166717.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -166731.359375 Penalty: 2603.474854
	Iteration 34Q: 3 clusters Score -166731.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -166741.546875 Penalty: 2603.474854
	Iteration 35Q: 3 clusters Score -166741.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -166749.359375 Penalty: 2603.474854
	Iteration 36Q: 3 clusters Score -166749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -166754.671875 Penalty: 2603.474854
	Iteration 37Q: 3 clusters Score -166754.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -166758.765625 Penalty: 2603.474854
	Iteration 38Q: 3 clusters Score -166758.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -166767.343750 Penalty: 2603.474854
	Iteration 39Q: 3 clusters Score -166767.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -166774.125000 Penalty: 2603.474854
	Iteration 40F: 3 clusters Score -166774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -166778.500000 Penalty: 2603.474854
	Iteration 41Q: 3 clusters Score -166778.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -166784.468750 Penalty: 2603.474854
	Iteration 42Q: 3 clusters Score -166784.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -166789.578125 Penalty: 2603.474854
	Iteration 43Q: 3 clusters Score -166789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -166791.843750 Penalty: 2603.474854
	Iteration 44Q: 3 clusters Score -166791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -166793.046875 Penalty: 2603.474854
	Iteration 45Q: 3 clusters Score -166793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -166793.937500 Penalty: 2603.474854
	Iteration 46Q: 3 clusters Score -166793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -166794.921875 Penalty: 2603.474854
	Iteration 47Q: 3 clusters Score -166794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -166796.046875 Penalty: 2603.474854
	Iteration 48Q: 3 clusters Score -166796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -166797.421875 Penalty: 2603.474854
	Iteration 49Q: 3 clusters Score -166797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -166797.593750 Penalty: 2603.474854
	Iteration 50Q: 3 clusters Score -166797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -166797.593750 Penalty: 2603.474854
	Iteration 51F: 3 clusters Score -166797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Entering Unmasked Estep 
Score: -1865423.000000 Penalty: 1675.042236
	Iteration 0F: 2 clusters Score -1865423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1845422.125000 Penalty: 3350.084473
	Iteration 0F: 3 clusters Score -1845422 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1853042.750000 Penalty: 3350.084473
	Iteration 1F: 3 clusters Score -1853043 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1853635.250000 Penalty: 3350.084473
	Iteration 2F: 3 clusters Score -1853635 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1854255.250000 Penalty: 3350.084473
	Iteration 3Q: 3 clusters Score -1854255 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1854983.375000 Penalty: 3350.084473
	Iteration 4F: 3 clusters Score -1854983 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1855956.750000 Penalty: 3350.084473
	Iteration 5F: 3 clusters Score -1855957 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -1857213.500000 Penalty: 3350.084473
	Iteration 6F: 3 clusters Score -1857214 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -1858753.000000 Penalty: 3350.084473
	Iteration 7F: 3 clusters Score -1858753 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -1860414.500000 Penalty: 3350.084473
	Iteration 8F: 3 clusters Score -1860414 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -1861785.250000 Penalty: 3350.084473
	Iteration 9Q: 3 clusters Score -1861785 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -1862603.875000 Penalty: 3350.084473
	Iteration 10Q: 3 clusters Score -1862604 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -1863004.125000 Penalty: 3350.084473
	Iteration 11Q: 3 clusters Score -1863004 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -1863217.250000 Penalty: 3350.084473
	Iteration 12Q: 3 clusters Score -1863217 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -1863349.750000 Penalty: 3350.084473
	Iteration 13Q: 3 clusters Score -1863350 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -1863463.375000 Penalty: 3350.084473
	Iteration 14Q: 3 clusters Score -1863463 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -1863537.500000 Penalty: 3350.084473
	Iteration 15Q: 3 clusters Score -1863538 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -1863602.125000 Penalty: 3350.084473
	Iteration 16Q: 3 clusters Score -1863602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -1863656.250000 Penalty: 3350.084473
	Iteration 17Q: 3 clusters Score -1863656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -1863702.375000 Penalty: 3350.084473
	Iteration 18Q: 3 clusters Score -1863702 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -1863739.250000 Penalty: 3350.084473
	Iteration 19Q: 3 clusters Score -1863739 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -1863778.250000 Penalty: 3350.084473
	Iteration 20F: 3 clusters Score -1863778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -1863820.000000 Penalty: 3350.084473
	Iteration 21Q: 3 clusters Score -1863820 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -1863851.500000 Penalty: 3350.084473
	Iteration 22Q: 3 clusters Score -1863852 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -1863888.875000 Penalty: 3350.084473
	Iteration 23Q: 3 clusters Score -1863889 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -1863910.625000 Penalty: 3350.084473
	Iteration 24Q: 3 clusters Score -1863911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -1863934.625000 Penalty: 3350.084473
	Iteration 25Q: 3 clusters Score -1863935 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -1863958.125000 Penalty: 3350.084473
	Iteration 26Q: 3 clusters Score -1863958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -1863975.500000 Penalty: 3350.084473
	Iteration 27Q: 3 clusters Score -1863976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -1863985.625000 Penalty: 3350.084473
	Iteration 28Q: 3 clusters Score -1863986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -1864000.000000 Penalty: 3350.084473
	Iteration 29Q: 3 clusters Score -1864000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -1864007.500000 Penalty: 3350.084473
	Iteration 30Q: 3 clusters Score -1864008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -1864021.000000 Penalty: 3350.084473
	Iteration 31Q: 3 clusters Score -1864021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -1864030.500000 Penalty: 3350.084473
	Iteration 32Q: 3 clusters Score -1864030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -1864039.000000 Penalty: 3350.084473
	Iteration 33Q: 3 clusters Score -1864039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -1864048.500000 Penalty: 3350.084473
	Iteration 34Q: 3 clusters Score -1864048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -1864055.500000 Penalty: 3350.084473
	Iteration 35Q: 3 clusters Score -1864056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -1864060.500000 Penalty: 3350.084473
	Iteration 36Q: 3 clusters Score -1864060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -1864075.500000 Penalty: 3350.084473
	Iteration 37Q: 3 clusters Score -1864076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -1864081.625000 Penalty: 3350.084473
	Iteration 38Q: 3 clusters Score -1864082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -1864088.625000 Penalty: 3350.084473
	Iteration 39Q: 3 clusters Score -1864089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -1864086.125000 Penalty: 3350.084473
	Iteration 40F: 3 clusters Score -1864086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -1864092.500000 Penalty: 3350.084473
	Iteration 41Q: 3 clusters Score -1864092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -1864099.875000 Penalty: 3350.084473
	Iteration 42Q: 3 clusters Score -1864100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -1864109.625000 Penalty: 3350.084473
	Iteration 43Q: 3 clusters Score -1864110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -1864111.000000 Penalty: 3350.084473
	Iteration 44Q: 3 clusters Score -1864111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -1864114.375000 Penalty: 3350.084473
	Iteration 45Q: 3 clusters Score -1864114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -1864120.500000 Penalty: 3350.084473
	Iteration 46Q: 3 clusters Score -1864120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -1864124.750000 Penalty: 3350.084473
	Iteration 47Q: 3 clusters Score -1864125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -1864126.500000 Penalty: 3350.084473
	Iteration 48Q: 3 clusters Score -1864126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -1864133.125000 Penalty: 3350.084473
	Iteration 49Q: 3 clusters Score -1864133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -1864136.125000 Penalty: 3350.084473
	Iteration 50Q: 3 clusters Score -1864136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -1864135.500000 Penalty: 3350.084473
	Iteration 51Q: 3 clusters Score -1864136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -1864140.250000 Penalty: 3350.084473
	Iteration 52Q: 3 clusters Score -1864140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -1864143.625000 Penalty: 3350.084473
	Iteration 53Q: 3 clusters Score -1864144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -1864145.875000 Penalty: 3350.084473
	Iteration 54Q: 3 clusters Score -1864146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -1864147.875000 Penalty: 3350.084473
	Iteration 55Q: 3 clusters Score -1864148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -1864147.875000 Penalty: 3350.084473
	Iteration 56F: 3 clusters Score -1864148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Entering Unmasked Estep 
Score: -566550.875000 Penalty: 1486.054077
	Iteration 0F: 2 clusters Score -566550.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -559856.687500 Penalty: 2972.108154
	Iteration 0F: 3 clusters Score -559856.7 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -561955.937500 Penalty: 2972.108154
	Iteration 1F: 3 clusters Score -561955.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -562214.125000 Penalty: 2972.108154
	Iteration 2F: 3 clusters Score -562214.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -562475.187500 Penalty: 2972.108154
	Iteration 3F: 3 clusters Score -562475.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -562749.500000 Penalty: 2972.108154
	Iteration 4Q: 3 clusters Score -562749.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -563018.250000 Penalty: 2972.108154
	Iteration 5Q: 3 clusters Score -563018.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -563262.437500 Penalty: 2972.108154
	Iteration 6Q: 3 clusters Score -563262.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -563474.937500 Penalty: 2972.108154
	Iteration 7Q: 3 clusters Score -563474.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -563685.000000 Penalty: 2972.108154
	Iteration 8Q: 3 clusters Score -563685 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -563905.187500 Penalty: 2972.108154
	Iteration 9Q: 3 clusters Score -563905.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -564120.875000 Penalty: 2972.108154
	Iteration 10Q: 3 clusters Score -564120.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -564311.437500 Penalty: 2972.108154
	Iteration 11Q: 3 clusters Score -564311.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -564465.812500 Penalty: 2972.108154
	Iteration 12Q: 3 clusters Score -564465.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -564592.937500 Penalty: 2972.108154
	Iteration 13Q: 3 clusters Score -564592.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -564711.625000 Penalty: 2972.108154
	Iteration 14Q: 3 clusters Score -564711.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -564816.250000 Penalty: 2972.108154
	Iteration 15Q: 3 clusters Score -564816.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -564882.437500 Penalty: 2972.108154
	Iteration 16Q: 3 clusters Score -564882.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -564934.875000 Penalty: 2972.108154
	Iteration 17Q: 3 clusters Score -564934.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -564974.312500 Penalty: 2972.108154
	Iteration 18Q: 3 clusters Score -564974.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -565006.375000 Penalty: 2972.108154
	Iteration 19Q: 3 clusters Score -565006.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -565042.125000 Penalty: 2972.108154
	Iteration 20F: 3 clusters Score -565042.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -565067.625000 Penalty: 2972.108154
	Iteration 21Q: 3 clusters Score -565067.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -565093.875000 Penalty: 2972.108154
	Iteration 22Q: 3 clusters Score -565093.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -565116.062500 Penalty: 2972.108154
	Iteration 23Q: 3 clusters Score -565116.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -565135.875000 Penalty: 2972.108154
	Iteration 24Q: 3 clusters Score -565135.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -565154.437500 Penalty: 2972.108154
	Iteration 25Q: 3 clusters Score -565154.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -565169.437500 Penalty: 2972.108154
	Iteration 26Q: 3 clusters Score -565169.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -565183.125000 Penalty: 2972.108154
	Iteration 27Q: 3 clusters Score -565183.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -565197.250000 Penalty: 2972.108154
	Iteration 28Q: 3 clusters Score -565197.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -565205.000000 Penalty: 2972.108154
	Iteration 29Q: 3 clusters Score -565205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -565210.937500 Penalty: 2972.108154
	Iteration 30Q: 3 clusters Score -565210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -565215.687500 Penalty: 2972.108154
	Iteration 31Q: 3 clusters Score -565215.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -565218.875000 Penalty: 2972.108154
	Iteration 32Q: 3 clusters Score -565218.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -565220.812500 Penalty: 2972.108154
	Iteration 33Q: 3 clusters Score -565220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -565222.062500 Penalty: 2972.108154
	Iteration 34Q: 3 clusters Score -565222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -565223.250000 Penalty: 2972.108154
	Iteration 35Q: 3 clusters Score -565223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -565225.125000 Penalty: 2972.108154
	Iteration 36Q: 3 clusters Score -565225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -565225.937500 Penalty: 2972.108154
	Iteration 37Q: 3 clusters Score -565225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -565226.812500 Penalty: 2972.108154
	Iteration 38Q: 3 clusters Score -565226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -565226.812500 Penalty: 2972.108154
	Iteration 39F: 3 clusters Score -565226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -220103.968750 Penalty: 1338.418335
	Iteration 0F: 2 clusters Score -220104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -216948.312500 Penalty: 2676.836670
	Iteration 0F: 3 clusters Score -216948.3 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -217800.656250 Penalty: 2676.836670
	Iteration 1F: 3 clusters Score -217800.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -218145.140625 Penalty: 2676.836670
	Iteration 2F: 3 clusters Score -218145.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -218496.093750 Penalty: 2676.836670
	Iteration 3F: 3 clusters Score -218496.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -218780.812500 Penalty: 2676.836670
	Iteration 4F: 3 clusters Score -218780.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -219022.328125 Penalty: 2676.836670
	Iteration 5F: 3 clusters Score -219022.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -219208.703125 Penalty: 2676.836670
	Iteration 6F: 3 clusters Score -219208.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -219369.671875 Penalty: 2676.836670
	Iteration 7Q: 3 clusters Score -219369.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -219494.968750 Penalty: 2676.836670
	Iteration 8Q: 3 clusters Score -219495 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -219580.593750 Penalty: 2676.836670
	Iteration 9Q: 3 clusters Score -219580.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -219642.953125 Penalty: 2676.836670
	Iteration 10Q: 3 clusters Score -219643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -219680.015625 Penalty: 2676.836670
	Iteration 11Q: 3 clusters Score -219680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -219708.921875 Penalty: 2676.836670
	Iteration 12Q: 3 clusters Score -219708.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -219724.312500 Penalty: 2676.836670
	Iteration 13Q: 3 clusters Score -219724.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -219734.187500 Penalty: 2676.836670
	Iteration 14Q: 3 clusters Score -219734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -219740.984375 Penalty: 2676.836670
	Iteration 15Q: 3 clusters Score -219741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -219745.906250 Penalty: 2676.836670
	Iteration 16Q: 3 clusters Score -219745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -219752.062500 Penalty: 2676.836670
	Iteration 17Q: 3 clusters Score -219752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -219757.125000 Penalty: 2676.836670
	Iteration 18Q: 3 clusters Score -219757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -219761.265625 Penalty: 2676.836670
	Iteration 19Q: 3 clusters Score -219761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -219762.515625 Penalty: 2676.836670
	Iteration 20F: 3 clusters Score -219762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -219763.125000 Penalty: 2676.836670
	Iteration 21Q: 3 clusters Score -219763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -219763.703125 Penalty: 2676.836670
	Iteration 22Q: 3 clusters Score -219763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -219764.359375 Penalty: 2676.836670
	Iteration 23Q: 3 clusters Score -219764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -219764.265625 Penalty: 2676.836670
	Iteration 24Q: 3 clusters Score -219764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -219764.265625 Penalty: 2676.836670
	Iteration 25F: 3 clusters Score -219764.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1851278.875000 Penalty: 1677.292969
	Iteration 0F: 2 clusters Score -1851279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1830745.500000 Penalty: 3354.585938
	Iteration 0F: 3 clusters Score -1830746 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1838912.250000 Penalty: 3354.585938
	Iteration 1F: 3 clusters Score -1838912 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1839609.125000 Penalty: 3354.585938
	Iteration 2F: 3 clusters Score -1839609 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1840375.375000 Penalty: 3354.585938
	Iteration 3F: 3 clusters Score -1840375 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1841285.500000 Penalty: 3354.585938
	Iteration 4F: 3 clusters Score -1841286 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1842283.625000 Penalty: 3354.585938
	Iteration 5F: 3 clusters Score -1842284 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1843241.125000 Penalty: 3354.585938
	Iteration 6F: 3 clusters Score -1843241 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1844294.125000 Penalty: 3354.585938
	Iteration 7F: 3 clusters Score -1844294 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -1845292.375000 Penalty: 3354.585938
	Iteration 8F: 3 clusters Score -1845292 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -1846218.125000 Penalty: 3354.585938
	Iteration 9Q: 3 clusters Score -1846218 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -1847085.125000 Penalty: 3354.585938
	Iteration 10Q: 3 clusters Score -1847085 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -1847797.750000 Penalty: 3354.585938
	Iteration 11Q: 3 clusters Score -1847798 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -1848395.125000 Penalty: 3354.585938
	Iteration 12Q: 3 clusters Score -1848395 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -1848976.375000 Penalty: 3354.585938
	Iteration 13Q: 3 clusters Score -1848976 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -1849449.125000 Penalty: 3354.585938
	Iteration 14Q: 3 clusters Score -1849449 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -1849863.125000 Penalty: 3354.585938
	Iteration 15Q: 3 clusters Score -1849863 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -1850177.250000 Penalty: 3354.585938
	Iteration 16Q: 3 clusters Score -1850177 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -1850372.875000 Penalty: 3354.585938
	Iteration 17Q: 3 clusters Score -1850373 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -1850485.500000 Penalty: 3354.585938
	Iteration 18Q: 3 clusters Score -1850486 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -1850553.625000 Penalty: 3354.585938
	Iteration 19Q: 3 clusters Score -1850554 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -1850599.625000 Penalty: 3354.585938
	Iteration 20F: 3 clusters Score -1850600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -1850635.500000 Penalty: 3354.585938
	Iteration 21Q: 3 clusters Score -1850636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -1850643.000000 Penalty: 3354.585938
	Iteration 22Q: 3 clusters Score -1850643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -1850653.625000 Penalty: 3354.585938
	Iteration 23Q: 3 clusters Score -1850654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -1850656.250000 Penalty: 3354.585938
	Iteration 24Q: 3 clusters Score -1850656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -1850664.750000 Penalty: 3354.585938
	Iteration 25Q: 3 clusters Score -1850665 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -1850670.250000 Penalty: 3354.585938
	Iteration 26Q: 3 clusters Score -1850670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -1850678.250000 Penalty: 3354.585938
	Iteration 27Q: 3 clusters Score -1850678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -1850686.250000 Penalty: 3354.585938
	Iteration 28Q: 3 clusters Score -1850686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -1850686.125000 Penalty: 3354.585938
	Iteration 29Q: 3 clusters Score -1850686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -1850697.500000 Penalty: 3354.585938
	Iteration 30Q: 3 clusters Score -1850698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -1850703.875000 Penalty: 3354.585938
	Iteration 31Q: 3 clusters Score -1850704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -1850705.875000 Penalty: 3354.585938
	Iteration 32Q: 3 clusters Score -1850706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -1850710.625000 Penalty: 3354.585938
	Iteration 33Q: 3 clusters Score -1850711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -1850709.625000 Penalty: 3354.585938
	Iteration 34Q: 3 clusters Score -1850710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -1850712.000000 Penalty: 3354.585938
	Iteration 35Q: 3 clusters Score -1850712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -1850711.500000 Penalty: 3354.585938
	Iteration 36Q: 3 clusters Score -1850712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -1850717.625000 Penalty: 3354.585938
	Iteration 37Q: 3 clusters Score -1850718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -1850717.125000 Penalty: 3354.585938
	Iteration 38Q: 3 clusters Score -1850717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -1850720.500000 Penalty: 3354.585938
	Iteration 39Q: 3 clusters Score -1850720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -1850720.625000 Penalty: 3354.585938
	Iteration 40F: 3 clusters Score -1850721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -1850721.875000 Penalty: 3354.585938
	Iteration 41Q: 3 clusters Score -1850722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -1850721.125000 Penalty: 3354.585938
	Iteration 42Q: 3 clusters Score -1850721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -1850722.125000 Penalty: 3354.585938
	Iteration 43Q: 3 clusters Score -1850722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -1850721.125000 Penalty: 3354.585938
	Iteration 44Q: 3 clusters Score -1850721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -1850721.500000 Penalty: 3354.585938
	Iteration 45Q: 3 clusters Score -1850722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -1850720.250000 Penalty: 3354.585938
	Iteration 46Q: 3 clusters Score -1850720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -1850720.250000 Penalty: 3354.585938
	Iteration 47Q: 3 clusters Score -1850720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -1850725.000000 Penalty: 3354.585938
	Iteration 48Q: 3 clusters Score -1850725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -1850722.750000 Penalty: 3354.585938
	Iteration 49Q: 3 clusters Score -1850723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -1850728.875000 Penalty: 3354.585938
	Iteration 50Q: 3 clusters Score -1850729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -1850726.000000 Penalty: 3354.585938
	Iteration 51Q: 3 clusters Score -1850726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -1850728.875000 Penalty: 3354.585938
	Iteration 52Q: 3 clusters Score -1850729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -1850729.250000 Penalty: 3354.585938
	Iteration 53Q: 3 clusters Score -1850729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -1850729.250000 Penalty: 3354.585938
	Iteration 54F: 3 clusters Score -1850729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (104544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Entering Unmasked Estep 
Score: -6443336.500000 Penalty: 1878.071533
	Iteration 0F: 2 clusters Score -6443336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -6373090.500000 Penalty: 3756.143066
	Iteration 0F: 3 clusters Score -6373090 nChanged 50131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -6402598.500000 Penalty: 3756.143066
	Iteration 1F: 3 clusters Score -6402598 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -6403220.500000 Penalty: 3756.143066
	Iteration 2Q: 3 clusters Score -6403220 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -6404054.000000 Penalty: 3756.143066
	Iteration 3Q: 3 clusters Score -6404054 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -6405038.500000 Penalty: 3756.143066
	Iteration 4Q: 3 clusters Score -6405038 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -6406401.000000 Penalty: 3756.143066
	Iteration 5Q: 3 clusters Score -6406401 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -6408662.000000 Penalty: 3756.143066
	Iteration 6Q: 3 clusters Score -6408662 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -6412129.000000 Penalty: 3756.143066
	Iteration 7F: 3 clusters Score -6412129 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -6416801.500000 Penalty: 3756.143066
	Iteration 8F: 3 clusters Score -6416802 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -6421982.500000 Penalty: 3756.143066
	Iteration 9F: 3 clusters Score -6421982 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -6426002.500000 Penalty: 3756.143066
	Iteration 10F: 3 clusters Score -6426002 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -6428537.500000 Penalty: 3756.143066
	Iteration 11Q: 3 clusters Score -6428538 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -6430265.500000 Penalty: 3756.143066
	Iteration 12Q: 3 clusters Score -6430266 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 87178 members 
Entering Unmasked Estep 
Score: -6431649.500000 Penalty: 3756.143066
	Iteration 13Q: 3 clusters Score -6431650 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 89529 members 
Entering Unmasked Estep 
Score: -6432940.000000 Penalty: 3756.143066
	Iteration 14Q: 3 clusters Score -6432940 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 91793 members 
Entering Unmasked Estep 
Score: -6434236.000000 Penalty: 3756.143066
	Iteration 15Q: 3 clusters Score -6434236 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -6435534.500000 Penalty: 3756.143066
	Iteration 16Q: 3 clusters Score -6435534 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -6436642.500000 Penalty: 3756.143066
	Iteration 17Q: 3 clusters Score -6436642 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -6437691.000000 Penalty: 3756.143066
	Iteration 18Q: 3 clusters Score -6437691 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -6438630.500000 Penalty: 3756.143066
	Iteration 19Q: 3 clusters Score -6438630 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -6439357.500000 Penalty: 3756.143066
	Iteration 20F: 3 clusters Score -6439358 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -6439967.000000 Penalty: 3756.143066
	Iteration 21Q: 3 clusters Score -6439967 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -6440478.000000 Penalty: 3756.143066
	Iteration 22Q: 3 clusters Score -6440478 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -6440900.500000 Penalty: 3756.143066
	Iteration 23Q: 3 clusters Score -6440900 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -6441141.500000 Penalty: 3756.143066
	Iteration 24Q: 3 clusters Score -6441142 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -6441316.000000 Penalty: 3756.143066
	Iteration 25Q: 3 clusters Score -6441316 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 103391 members 
Entering Unmasked Estep 
Score: -6441438.000000 Penalty: 3756.143066
	Iteration 26Q: 3 clusters Score -6441438 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -6441532.000000 Penalty: 3756.143066
	Iteration 27Q: 3 clusters Score -6441532 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -6441598.500000 Penalty: 3756.143066
	Iteration 28Q: 3 clusters Score -6441598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 103719 members 
Entering Unmasked Estep 
Score: -6441649.500000 Penalty: 3756.143066
	Iteration 29Q: 3 clusters Score -6441650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -6441677.000000 Penalty: 3756.143066
	Iteration 30Q: 3 clusters Score -6441677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -6441693.000000 Penalty: 3756.143066
	Iteration 31Q: 3 clusters Score -6441693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 103852 members 
Entering Unmasked Estep 
Score: -6441729.000000 Penalty: 3756.143066
	Iteration 32Q: 3 clusters Score -6441729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -6441757.000000 Penalty: 3756.143066
	Iteration 33Q: 3 clusters Score -6441757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -6441782.500000 Penalty: 3756.143066
	Iteration 34Q: 3 clusters Score -6441782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -6441799.500000 Penalty: 3756.143066
	Iteration 35Q: 3 clusters Score -6441800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 103963 members 
Entering Unmasked Estep 
Score: -6441804.500000 Penalty: 3756.143066
	Iteration 36Q: 3 clusters Score -6441804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 103973 members 
Entering Unmasked Estep 
Score: -6441804.000000 Penalty: 3756.143066
	Iteration 37Q: 3 clusters Score -6441804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -6441812.000000 Penalty: 3756.143066
	Iteration 38Q: 3 clusters Score -6441812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 103982 members 
Entering Unmasked Estep 
Score: -6441807.500000 Penalty: 3756.143066
	Iteration 39Q: 3 clusters Score -6441808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 103984 members 
Entering Unmasked Estep 
Score: -6441811.500000 Penalty: 3756.143066
	Iteration 40F: 3 clusters Score -6441812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -6441820.000000 Penalty: 3756.143066
	Iteration 41Q: 3 clusters Score -6441820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 103995 members 
Entering Unmasked Estep 
Score: -6441827.000000 Penalty: 3756.143066
	Iteration 42Q: 3 clusters Score -6441827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 103998 members 
Entering Unmasked Estep 
Score: -6441832.500000 Penalty: 3756.143066
	Iteration 43Q: 3 clusters Score -6441832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -6441835.000000 Penalty: 3756.143066
	Iteration 44Q: 3 clusters Score -6441835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 104003 members 
Entering Unmasked Estep 
Score: -6441833.000000 Penalty: 3756.143066
	Iteration 45Q: 3 clusters Score -6441833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -6441829.000000 Penalty: 3756.143066
	Iteration 46Q: 3 clusters Score -6441829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -6441833.500000 Penalty: 3756.143066
	Iteration 47Q: 3 clusters Score -6441834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -6441838.000000 Penalty: 3756.143066
	Iteration 48Q: 3 clusters Score -6441838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -6441839.000000 Penalty: 3756.143066
	Iteration 49Q: 3 clusters Score -6441839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -6441839.000000 Penalty: 3756.143066
	Iteration 50F: 3 clusters Score -6441839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -106944.820312 Penalty: 1225.953979
	Iteration 0F: 2 clusters Score -106944.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -104943.187500 Penalty: 2451.907959
	Iteration 0F: 3 clusters Score -104943.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -105352.039062 Penalty: 2451.907959
	Iteration 1F: 3 clusters Score -105352 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -105451.742188 Penalty: 2451.907959
	Iteration 2F: 3 clusters Score -105451.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -105504.046875 Penalty: 2451.907959
	Iteration 3Q: 3 clusters Score -105504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -105548.695312 Penalty: 2451.907959
	Iteration 4Q: 3 clusters Score -105548.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -105587.046875 Penalty: 2451.907959
	Iteration 5Q: 3 clusters Score -105587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -105624.445312 Penalty: 2451.907959
	Iteration 6Q: 3 clusters Score -105624.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -105654.921875 Penalty: 2451.907959
	Iteration 7Q: 3 clusters Score -105654.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -105690.664062 Penalty: 2451.907959
	Iteration 8Q: 3 clusters Score -105690.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -105713.984375 Penalty: 2451.907959
	Iteration 9Q: 3 clusters Score -105714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -105735.437500 Penalty: 2451.907959
	Iteration 10Q: 3 clusters Score -105735.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -105761.875000 Penalty: 2451.907959
	Iteration 11Q: 3 clusters Score -105761.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -105792.234375 Penalty: 2451.907959
	Iteration 12Q: 3 clusters Score -105792.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -105814.093750 Penalty: 2451.907959
	Iteration 13Q: 3 clusters Score -105814.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -105837.296875 Penalty: 2451.907959
	Iteration 14Q: 3 clusters Score -105837.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -105854.789062 Penalty: 2451.907959
	Iteration 15Q: 3 clusters Score -105854.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -105865.773438 Penalty: 2451.907959
	Iteration 16Q: 3 clusters Score -105865.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -105876.460938 Penalty: 2451.907959
	Iteration 17Q: 3 clusters Score -105876.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -105893.289062 Penalty: 2451.907959
	Iteration 18Q: 3 clusters Score -105893.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -105913.328125 Penalty: 2451.907959
	Iteration 19Q: 3 clusters Score -105913.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -105934.257812 Penalty: 2451.907959
	Iteration 20F: 3 clusters Score -105934.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -105955.750000 Penalty: 2451.907959
	Iteration 21Q: 3 clusters Score -105955.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -105973.281250 Penalty: 2451.907959
	Iteration 22Q: 3 clusters Score -105973.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -105986.289062 Penalty: 2451.907959
	Iteration 23Q: 3 clusters Score -105986.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -105998.609375 Penalty: 2451.907959
	Iteration 24Q: 3 clusters Score -105998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -106009.929688 Penalty: 2451.907959
	Iteration 25Q: 3 clusters Score -106009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -106014.398438 Penalty: 2451.907959
	Iteration 26Q: 3 clusters Score -106014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -106017.546875 Penalty: 2451.907959
	Iteration 27Q: 3 clusters Score -106017.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -106020.210938 Penalty: 2451.907959
	Iteration 28Q: 3 clusters Score -106020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -106024.718750 Penalty: 2451.907959
	Iteration 29Q: 3 clusters Score -106024.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -106029.804688 Penalty: 2451.907959
	Iteration 30Q: 3 clusters Score -106029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -106033.867188 Penalty: 2451.907959
	Iteration 31Q: 3 clusters Score -106033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -106038.492188 Penalty: 2451.907959
	Iteration 32Q: 3 clusters Score -106038.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -106042.796875 Penalty: 2451.907959
	Iteration 33Q: 3 clusters Score -106042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -106045.234375 Penalty: 2451.907959
	Iteration 34Q: 3 clusters Score -106045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -106046.054688 Penalty: 2451.907959
	Iteration 35Q: 3 clusters Score -106046.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -106046.054688 Penalty: 2451.907959
	Iteration 36F: 3 clusters Score -106046.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 12336 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 29891 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 10161 members 
Mstep: Class 8 contains 6760 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 19389 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 14021 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 24658 members 
Mstep: Class 15 contains 6925 members 
Mstep: Class 16 contains 4246 members 
Mstep: Class 17 contains 5302 members 
Mstep: Class 18 contains 3013 members 
Mstep: Class 19 contains 29970 members 
Mstep: Class 20 contains 9367 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 30388 members 
Mstep: Class 23 contains 104544 members 
Mstep: Class 24 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945550.000000 Penalty: 50839.187500
Iteration 79Q: 25 clusters Score -2.694555e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 3 contains 12435 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 10281 members 
Mstep: Class 8 contains 6794 members 
Mstep: Class 9 contains 7560 members 
Mstep: Class 10 contains 19942 members 
Mstep: Class 11 contains 9478 members 
Mstep: Class 12 contains 14208 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 25188 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 4248 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 30052 members 
Mstep: Class 20 contains 9416 members 
Mstep: Class 21 contains 3784 members 
Mstep: Class 22 contains 30420 members 
Mstep: Class 23 contains 104893 members 
Mstep: Class 24 contains 1893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947092.000000 Penalty: 50839.187500
Iteration 80F: 25 clusters Score -2.694709e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 2361 members 
Mstep: Class 3 contains 12204 members 
Mstep: Class 4 contains 12411 members 
Mstep: Class 5 contains 29859 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 10188 members 
Mstep: Class 8 contains 6789 members 
Mstep: Class 9 contains 7577 members 
Mstep: Class 10 contains 20432 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 14177 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 25261 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 4248 members 
Mstep: Class 17 contains 5221 members 
Mstep: Class 18 contains 3026 members 
Mstep: Class 19 contains 29079 members 
Mstep: Class 20 contains 8731 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 30408 members 
Mstep: Class 23 contains 104681 members 
Mstep: Class 24 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26948322.000000 Penalty: 50839.187500
Iteration 81Q: 25 clusters Score -2.694832e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 12618 members 
Mstep: Class 5 contains 29824 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 10125 members 
Mstep: Class 8 contains 6793 members 
Mstep: Class 9 contains 7589 members 
Mstep: Class 10 contains 20979 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 14152 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 25308 members 
Mstep: Class 15 contains 6874 members 
Mstep: Class 16 contains 4253 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 3026 members 
Mstep: Class 19 contains 28170 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 3769 members 
Mstep: Class 22 contains 30366 members 
Mstep: Class 23 contains 104549 members 
Mstep: Class 24 contains 1880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949648.000000 Penalty: 50839.187500
Iteration 82Q: 25 clusters Score -2.694965e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 104346 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 3 contains 11773 members 
Mstep: Class 4 contains 12879 members 
Mstep: Class 5 contains 29798 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 10071 members 
Mstep: Class 8 contains 6786 members 
Mstep: Class 9 contains 7602 members 
Mstep: Class 10 contains 21511 members 
Mstep: Class 11 contains 9376 members 
Mstep: Class 12 contains 14078 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 25317 members 
Mstep: Class 15 contains 6857 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 5115 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 27277 members 
Mstep: Class 20 contains 7795 members 
Mstep: Class 21 contains 3764 members 
Mstep: Class 22 contains 30332 members 
Mstep: Class 23 contains 104434 members 
Mstep: Class 24 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950340.000000 Penalty: 50839.187500
Iteration 83Q: 25 clusters Score -2.695034e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 2376 members 
Mstep: Class 3 contains 11554 members 
Mstep: Class 4 contains 13117 members 
Mstep: Class 5 contains 29772 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 10021 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 22018 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 14010 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 25297 members 
Mstep: Class 15 contains 6842 members 
Mstep: Class 16 contains 4260 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 26466 members 
Mstep: Class 20 contains 7454 members 
Mstep: Class 21 contains 3757 members 
Mstep: Class 22 contains 30297 members 
Mstep: Class 23 contains 104287 members 
Mstep: Class 24 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950984.000000 Penalty: 50839.187500
Iteration 84Q: 25 clusters Score -2.695098e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 2376 members 
Mstep: Class 3 contains 11339 members 
Mstep: Class 4 contains 13362 members 
Mstep: Class 5 contains 29746 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 9976 members 
Mstep: Class 8 contains 6771 members 
Mstep: Class 9 contains 7619 members 
Mstep: Class 10 contains 22514 members 
Mstep: Class 11 contains 9312 members 
Mstep: Class 12 contains 13940 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 25263 members 
Mstep: Class 15 contains 6832 members 
Mstep: Class 16 contains 4260 members 
Mstep: Class 17 contains 5045 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 25720 members 
Mstep: Class 20 contains 7208 members 
Mstep: Class 21 contains 3741 members 
Mstep: Class 22 contains 30258 members 
Mstep: Class 23 contains 104171 members 
Mstep: Class 24 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951248.000000 Penalty: 50839.187500
Iteration 85Q: 25 clusters Score -2.695125e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 11153 members 
Mstep: Class 4 contains 13597 members 
Mstep: Class 5 contains 29718 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 9943 members 
Mstep: Class 8 contains 6767 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 22974 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 13879 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 25200 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 4263 members 
Mstep: Class 17 contains 5011 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 25056 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 3727 members 
Mstep: Class 22 contains 30217 members 
Mstep: Class 23 contains 104049 members 
Mstep: Class 24 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951618.000000 Penalty: 50839.187500
Iteration 86Q: 25 clusters Score -2.695162e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 11006 members 
Mstep: Class 4 contains 13806 members 
Mstep: Class 5 contains 29699 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 6753 members 
Mstep: Class 9 contains 7639 members 
Mstep: Class 10 contains 23412 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 25131 members 
Mstep: Class 15 contains 6810 members 
Mstep: Class 16 contains 4263 members 
Mstep: Class 17 contains 4987 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 24456 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 3722 members 
Mstep: Class 22 contains 30185 members 
Mstep: Class 23 contains 103950 members 
Mstep: Class 24 contains 1828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951870.000000 Penalty: 50839.187500
Iteration 87Q: 25 clusters Score -2.695187e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 10863 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 29678 members 
Mstep: Class 6 contains 2929 members 
Mstep: Class 7 contains 9879 members 
Mstep: Class 8 contains 6748 members 
Mstep: Class 9 contains 7647 members 
Mstep: Class 10 contains 23829 members 
Mstep: Class 11 contains 9247 members 
Mstep: Class 12 contains 13763 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 25075 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 4263 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 23915 members 
Mstep: Class 20 contains 6775 members 
Mstep: Class 21 contains 3717 members 
Mstep: Class 22 contains 30167 members 
Mstep: Class 23 contains 103889 members 
Mstep: Class 24 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952138.000000 Penalty: 50839.187500
Iteration 88Q: 25 clusters Score -2.695214e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 10748 members 
Mstep: Class 4 contains 14176 members 
Mstep: Class 5 contains 29659 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 9847 members 
Mstep: Class 8 contains 6743 members 
Mstep: Class 9 contains 7651 members 
Mstep: Class 10 contains 24214 members 
Mstep: Class 11 contains 9237 members 
Mstep: Class 12 contains 13730 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 25025 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 16 contains 4264 members 
Mstep: Class 17 contains 4953 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 23467 members 
Mstep: Class 20 contains 6704 members 
Mstep: Class 21 contains 3716 members 
Mstep: Class 22 contains 30143 members 
Mstep: Class 23 contains 103800 members 
Mstep: Class 24 contains 1805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952242.000000 Penalty: 50839.187500
Iteration 89Q: 25 clusters Score -2.695224e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 10660 members 
Mstep: Class 4 contains 14325 members 
Mstep: Class 5 contains 29643 members 
Mstep: Class 6 contains 2929 members 
Mstep: Class 7 contains 9807 members 
Mstep: Class 8 contains 6736 members 
Mstep: Class 9 contains 7654 members 
Mstep: Class 10 contains 24562 members 
Mstep: Class 11 contains 9224 members 
Mstep: Class 12 contains 13708 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 24969 members 
Mstep: Class 15 contains 6789 members 
Mstep: Class 16 contains 4266 members 
Mstep: Class 17 contains 4932 members 
Mstep: Class 18 contains 3047 members 
Mstep: Class 19 contains 23063 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 3710 members 
Mstep: Class 22 contains 30120 members 
Mstep: Class 23 contains 103737 members 
Mstep: Class 24 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952298.000000 Penalty: 50839.187500
Iteration 90Q: 25 clusters Score -2.69523e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 29617 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 9786 members 
Mstep: Class 8 contains 6731 members 
Mstep: Class 9 contains 7653 members 
Mstep: Class 10 contains 24868 members 
Mstep: Class 11 contains 9206 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 24912 members 
Mstep: Class 15 contains 6785 members 
Mstep: Class 16 contains 4268 members 
Mstep: Class 17 contains 4926 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 22690 members 
Mstep: Class 20 contains 6625 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 22 contains 30108 members 
Mstep: Class 23 contains 103694 members 
Mstep: Class 24 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952588.000000 Penalty: 50839.187500
Iteration 91Q: 25 clusters Score -2.695259e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 109331 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 10530 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 9760 members 
Mstep: Class 8 contains 6732 members 
Mstep: Class 9 contains 7655 members 
Mstep: Class 10 contains 25115 members 
Mstep: Class 11 contains 9194 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 6779 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 4915 members 
Mstep: Class 18 contains 3060 members 
Mstep: Class 19 contains 22351 members 
Mstep: Class 20 contains 6599 members 
Mstep: Class 21 contains 3701 members 
Mstep: Class 22 contains 30100 members 
Mstep: Class 23 contains 103652 members 
Mstep: Class 24 contains 1772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952616.000000 Penalty: 50839.187500
Iteration 92Q: 25 clusters Score -2.695262e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 10462 members 
Mstep: Class 4 contains 14683 members 
Mstep: Class 5 contains 29587 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 9730 members 
Mstep: Class 8 contains 6735 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 25336 members 
Mstep: Class 11 contains 9183 members 
Mstep: Class 12 contains 13661 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 24820 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 4272 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 3061 members 
Mstep: Class 19 contains 22050 members 
Mstep: Class 20 contains 6581 members 
Mstep: Class 21 contains 3699 members 
Mstep: Class 22 contains 30097 members 
Mstep: Class 23 contains 103628 members 
Mstep: Class 24 contains 1770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952620.000000 Penalty: 50839.187500
Iteration 93Q: 25 clusters Score -2.695262e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 109684 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 10419 members 
Mstep: Class 4 contains 14800 members 
Mstep: Class 5 contains 29569 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 9716 members 
Mstep: Class 8 contains 6736 members 
Mstep: Class 9 contains 7668 members 
Mstep: Class 10 contains 25530 members 
Mstep: Class 11 contains 9172 members 
Mstep: Class 12 contains 13642 members 
Mstep: Class 13 contains 4949 members 
Mstep: Class 14 contains 24776 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 4277 members 
Mstep: Class 17 contains 4889 members 
Mstep: Class 18 contains 3063 members 
Mstep: Class 19 contains 21771 members 
Mstep: Class 20 contains 6581 members 
Mstep: Class 21 contains 3698 members 
Mstep: Class 22 contains 30089 members 
Mstep: Class 23 contains 103615 members 
Mstep: Class 24 contains 1765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952648.000000 Penalty: 50839.187500
Iteration 94Q: 25 clusters Score -2.695265e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 109837 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 10385 members 
Mstep: Class 4 contains 14895 members 
Mstep: Class 5 contains 29556 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 9706 members 
Mstep: Class 8 contains 6735 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 25702 members 
Mstep: Class 11 contains 9162 members 
Mstep: Class 12 contains 13631 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 24724 members 
Mstep: Class 15 contains 6768 members 
Mstep: Class 16 contains 4283 members 
Mstep: Class 17 contains 4881 members 
Mstep: Class 18 contains 3073 members 
Mstep: Class 19 contains 21523 members 
Mstep: Class 20 contains 6579 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 30083 members 
Mstep: Class 23 contains 103593 members 
Mstep: Class 24 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952630.000000 Penalty: 50839.187500
Iteration 95Q: 25 clusters Score -2.695263e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 109965 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 29542 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 9693 members 
Mstep: Class 8 contains 6733 members 
Mstep: Class 9 contains 7662 members 
Mstep: Class 10 contains 25862 members 
Mstep: Class 11 contains 9156 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 24666 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 4286 members 
Mstep: Class 17 contains 4869 members 
Mstep: Class 18 contains 3073 members 
Mstep: Class 19 contains 21314 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 3684 members 
Mstep: Class 22 contains 30077 members 
Mstep: Class 23 contains 103583 members 
Mstep: Class 24 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952652.000000 Penalty: 50839.187500
Iteration 96Q: 25 clusters Score -2.695265e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110079 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 4 contains 15055 members 
Mstep: Class 5 contains 29533 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 9690 members 
Mstep: Class 8 contains 6729 members 
Mstep: Class 9 contains 7669 members 
Mstep: Class 10 contains 25994 members 
Mstep: Class 11 contains 9152 members 
Mstep: Class 12 contains 13595 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 24627 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 4286 members 
Mstep: Class 17 contains 4856 members 
Mstep: Class 18 contains 3076 members 
Mstep: Class 19 contains 21120 members 
Mstep: Class 20 contains 6585 members 
Mstep: Class 21 contains 3677 members 
Mstep: Class 22 contains 30067 members 
Mstep: Class 23 contains 103577 members 
Mstep: Class 24 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952648.000000 Penalty: 50839.187500
Iteration 97Q: 25 clusters Score -2.695265e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110199 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 10310 members 
Mstep: Class 4 contains 15117 members 
Mstep: Class 5 contains 29528 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 9674 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 7675 members 
Mstep: Class 10 contains 26108 members 
Mstep: Class 11 contains 9145 members 
Mstep: Class 12 contains 13580 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 24590 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 4286 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 20947 members 
Mstep: Class 20 contains 6589 members 
Mstep: Class 21 contains 3670 members 
Mstep: Class 22 contains 30061 members 
Mstep: Class 23 contains 103564 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952674.000000 Penalty: 50839.187500
Iteration 98Q: 25 clusters Score -2.695267e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 10292 members 
Mstep: Class 4 contains 15170 members 
Mstep: Class 5 contains 29528 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 9662 members 
Mstep: Class 8 contains 6724 members 
Mstep: Class 9 contains 7677 members 
Mstep: Class 10 contains 26208 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 4962 members 
Mstep: Class 14 contains 24560 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 4286 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 20786 members 
Mstep: Class 20 contains 6589 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 30054 members 
Mstep: Class 23 contains 103550 members 
Mstep: Class 24 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952678.000000 Penalty: 50839.187500
Iteration 99Q: 25 clusters Score -2.695268e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 10270 members 
Mstep: Class 4 contains 15222 members 
Mstep: Class 5 contains 29525 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 6724 members 
Mstep: Class 9 contains 7677 members 
Mstep: Class 10 contains 26282 members 
Mstep: Class 11 contains 9128 members 
Mstep: Class 12 contains 13555 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 24535 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 4838 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 20644 members 
Mstep: Class 20 contains 6586 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 30048 members 
Mstep: Class 23 contains 103541 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952690.000000 Penalty: 50839.187500
Iteration 100F: 25 clusters Score -2.695269e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110485 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 10256 members 
Mstep: Class 4 contains 15273 members 
Mstep: Class 5 contains 29518 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 9651 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 7678 members 
Mstep: Class 10 contains 26361 members 
Mstep: Class 11 contains 9119 members 
Mstep: Class 12 contains 13554 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 24513 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 4828 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 20532 members 
Mstep: Class 20 contains 6584 members 
Mstep: Class 21 contains 3665 members 
Mstep: Class 22 contains 30045 members 
Mstep: Class 23 contains 103538 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952706.000000 Penalty: 50839.187500
Iteration 101Q: 25 clusters Score -2.695271e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 10238 members 
Mstep: Class 4 contains 15327 members 
Mstep: Class 5 contains 29513 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 9644 members 
Mstep: Class 8 contains 6720 members 
Mstep: Class 9 contains 7687 members 
Mstep: Class 10 contains 26434 members 
Mstep: Class 11 contains 9106 members 
Mstep: Class 12 contains 13553 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 24478 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 20428 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 30038 members 
Mstep: Class 23 contains 103543 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952730.000000 Penalty: 50839.187500
Iteration 102Q: 25 clusters Score -2.695273e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 10223 members 
Mstep: Class 4 contains 15383 members 
Mstep: Class 5 contains 29505 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 9642 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 26494 members 
Mstep: Class 11 contains 9097 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 24428 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 4293 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 20342 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 30026 members 
Mstep: Class 23 contains 103549 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952780.000000 Penalty: 50839.187500
Iteration 103Q: 25 clusters Score -2.695278e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110657 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 10208 members 
Mstep: Class 4 contains 15440 members 
Mstep: Class 5 contains 29498 members 
Mstep: Class 6 contains 2915 members 
Mstep: Class 7 contains 9642 members 
Mstep: Class 8 contains 6718 members 
Mstep: Class 9 contains 7707 members 
Mstep: Class 10 contains 26549 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 13538 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 14 contains 24388 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 20251 members 
Mstep: Class 20 contains 6585 members 
Mstep: Class 21 contains 3641 members 
Mstep: Class 22 contains 30017 members 
Mstep: Class 23 contains 103563 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952750.000000 Penalty: 50839.187500
Iteration 104Q: 25 clusters Score -2.695275e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110734 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 10189 members 
Mstep: Class 4 contains 15485 members 
Mstep: Class 5 contains 29494 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 6718 members 
Mstep: Class 9 contains 7706 members 
Mstep: Class 10 contains 26595 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 14 contains 24349 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 20167 members 
Mstep: Class 20 contains 6585 members 
Mstep: Class 21 contains 3633 members 
Mstep: Class 22 contains 30018 members 
Mstep: Class 23 contains 103564 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952794.000000 Penalty: 50839.187500
Iteration 105Q: 25 clusters Score -2.695279e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 15530 members 
Mstep: Class 5 contains 29488 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 7710 members 
Mstep: Class 10 contains 26626 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 14 contains 24332 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 4296 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 20091 members 
Mstep: Class 20 contains 6585 members 
Mstep: Class 21 contains 3629 members 
Mstep: Class 22 contains 30012 members 
Mstep: Class 23 contains 103569 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952780.000000 Penalty: 50839.187500
Iteration 106Q: 25 clusters Score -2.695278e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110852 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 10169 members 
Mstep: Class 4 contains 15565 members 
Mstep: Class 5 contains 29487 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 6713 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 26656 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 13533 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 24309 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 20011 members 
Mstep: Class 20 contains 6586 members 
Mstep: Class 21 contains 3626 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 103570 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952818.000000 Penalty: 50839.187500
Iteration 107Q: 25 clusters Score -2.695282e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 10161 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 29486 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 7718 members 
Mstep: Class 10 contains 26682 members 
Mstep: Class 11 contains 9060 members 
Mstep: Class 12 contains 13532 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 24283 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 19935 members 
Mstep: Class 20 contains 6586 members 
Mstep: Class 21 contains 3620 members 
Mstep: Class 22 contains 30001 members 
Mstep: Class 23 contains 103571 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 25 clusters Score -2.695279e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10151 members 
Mstep: Class 4 contains 15622 members 
Mstep: Class 5 contains 29486 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 7725 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 9056 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 24257 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 20 contains 6586 members 
Mstep: Class 21 contains 3615 members 
Mstep: Class 22 contains 29995 members 
Mstep: Class 23 contains 103571 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 25 clusters Score -2.69528e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111065 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10138 members 
Mstep: Class 4 contains 15639 members 
Mstep: Class 5 contains 29486 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9631 members 
Mstep: Class 8 contains 6707 members 
Mstep: Class 9 contains 7728 members 
Mstep: Class 10 contains 26732 members 
Mstep: Class 11 contains 9043 members 
Mstep: Class 12 contains 13529 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 24236 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 19800 members 
Mstep: Class 20 contains 6588 members 
Mstep: Class 21 contains 3611 members 
Mstep: Class 22 contains 29992 members 
Mstep: Class 23 contains 103572 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 25 clusters Score -2.695279e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111137 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 10131 members 
Mstep: Class 4 contains 15656 members 
Mstep: Class 5 contains 29486 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9631 members 
Mstep: Class 8 contains 6705 members 
Mstep: Class 9 contains 7732 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 9031 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 24216 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 4800 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 19731 members 
Mstep: Class 20 contains 6589 members 
Mstep: Class 21 contains 3610 members 
Mstep: Class 22 contains 29991 members 
Mstep: Class 23 contains 103573 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 25 clusters Score -2.695283e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 10126 members 
Mstep: Class 4 contains 15674 members 
Mstep: Class 5 contains 29485 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 7730 members 
Mstep: Class 10 contains 26778 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 4976 members 
Mstep: Class 14 contains 24194 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 4800 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 19667 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 3609 members 
Mstep: Class 22 contains 29989 members 
Mstep: Class 23 contains 103566 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 25 clusters Score -2.695285e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 10121 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 29483 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 7731 members 
Mstep: Class 10 contains 26793 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 24181 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4296 members 
Mstep: Class 17 contains 4800 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 19622 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 3606 members 
Mstep: Class 22 contains 29987 members 
Mstep: Class 23 contains 103556 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952796.000000 Penalty: 50839.187500
Iteration 113Q: 25 clusters Score -2.69528e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 10118 members 
Mstep: Class 4 contains 15717 members 
Mstep: Class 5 contains 29481 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 7731 members 
Mstep: Class 10 contains 26814 members 
Mstep: Class 11 contains 9010 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24177 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 19582 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 3605 members 
Mstep: Class 22 contains 29984 members 
Mstep: Class 23 contains 103547 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952820.000000 Penalty: 50839.187500
Iteration 114Q: 25 clusters Score -2.695282e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 29481 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9632 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 7732 members 
Mstep: Class 10 contains 26830 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 13526 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24171 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19547 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 3601 members 
Mstep: Class 22 contains 29983 members 
Mstep: Class 23 contains 103540 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952810.000000 Penalty: 50839.187500
Iteration 115Q: 25 clusters Score -2.695281e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111312 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 10108 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 29482 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9629 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 7733 members 
Mstep: Class 10 contains 26848 members 
Mstep: Class 11 contains 9003 members 
Mstep: Class 12 contains 13524 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24159 members 
Mstep: Class 15 contains 6740 members 
Mstep: Class 16 contains 4299 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 19518 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 3601 members 
Mstep: Class 22 contains 29979 members 
Mstep: Class 23 contains 103539 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952830.000000 Penalty: 50839.187500
Iteration 116Q: 25 clusters Score -2.695283e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 10105 members 
Mstep: Class 4 contains 15779 members 
Mstep: Class 5 contains 29482 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9629 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 7733 members 
Mstep: Class 10 contains 26856 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 13523 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24141 members 
Mstep: Class 15 contains 6740 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 19486 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 3600 members 
Mstep: Class 22 contains 29977 members 
Mstep: Class 23 contains 103539 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952820.000000 Penalty: 50839.187500
Iteration 117Q: 25 clusters Score -2.695282e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111376 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 10107 members 
Mstep: Class 4 contains 15803 members 
Mstep: Class 5 contains 29481 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9627 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 7733 members 
Mstep: Class 10 contains 26869 members 
Mstep: Class 11 contains 8998 members 
Mstep: Class 12 contains 13520 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24130 members 
Mstep: Class 15 contains 6738 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4797 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 19439 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 3600 members 
Mstep: Class 22 contains 29972 members 
Mstep: Class 23 contains 103541 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952834.000000 Penalty: 50839.187500
Iteration 118Q: 25 clusters Score -2.695283e+07 nChanged 126
Entering ConstructFrom: 
Score: -26952834.000000 Penalty: 50839.187500
Entering ConstructFrom: 
Trying to split cluster 1 (111393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111393 members 
Entering Unmasked Estep 
Score: -6833746.000000 Penalty: 1888.383301
	Iteration 0F: 2 clusters Score -6833746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -6759094.500000 Penalty: 3776.766602
	Iteration 0F: 3 clusters Score -6759094 nChanged 53221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -6790834.000000 Penalty: 3776.766602
	Iteration 1F: 3 clusters Score -6790834 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -6792413.000000 Penalty: 3776.766602
	Iteration 2Q: 3 clusters Score -6792413 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -6795214.500000 Penalty: 3776.766602
	Iteration 3F: 3 clusters Score -6795214 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -6800149.500000 Penalty: 3776.766602
	Iteration 4F: 3 clusters Score -6800150 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -6807639.000000 Penalty: 3776.766602
	Iteration 5F: 3 clusters Score -6807639 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -6816551.500000 Penalty: 3776.766602
	Iteration 6F: 3 clusters Score -6816552 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 101554 members 
Entering Unmasked Estep 
Score: -6823813.000000 Penalty: 3776.766602
	Iteration 7F: 3 clusters Score -6823813 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 106037 members 
Entering Unmasked Estep 
Score: -6828222.500000 Penalty: 3776.766602
	Iteration 8Q: 3 clusters Score -6828222 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -6830389.500000 Penalty: 3776.766602
	Iteration 9Q: 3 clusters Score -6830390 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -6831413.500000 Penalty: 3776.766602
	Iteration 10Q: 3 clusters Score -6831414 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -6831906.000000 Penalty: 3776.766602
	Iteration 11Q: 3 clusters Score -6831906 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 109892 members 
Entering Unmasked Estep 
Score: -6832140.000000 Penalty: 3776.766602
	Iteration 12Q: 3 clusters Score -6832140 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 109959 members 
Entering Unmasked Estep 
Score: -6832246.500000 Penalty: 3776.766602
	Iteration 13Q: 3 clusters Score -6832246 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 109996 members 
Entering Unmasked Estep 
Score: -6832321.500000 Penalty: 3776.766602
	Iteration 14Q: 3 clusters Score -6832322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -6832361.000000 Penalty: 3776.766602
	Iteration 15Q: 3 clusters Score -6832361 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 110011 members 
Entering Unmasked Estep 
Score: -6832395.000000 Penalty: 3776.766602
	Iteration 16Q: 3 clusters Score -6832395 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 110011 members 
Entering Unmasked Estep 
Score: -6832409.500000 Penalty: 3776.766602
	Iteration 17Q: 3 clusters Score -6832410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 110024 members 
Entering Unmasked Estep 
Score: -6832431.000000 Penalty: 3776.766602
	Iteration 18Q: 3 clusters Score -6832431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 110041 members 
Entering Unmasked Estep 
Score: -6832441.000000 Penalty: 3776.766602
	Iteration 19Q: 3 clusters Score -6832441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 110040 members 
Entering Unmasked Estep 
Score: -6832453.500000 Penalty: 3776.766602
	Iteration 20F: 3 clusters Score -6832454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 110048 members 
Entering Unmasked Estep 
Score: -6832455.000000 Penalty: 3776.766602
	Iteration 21Q: 3 clusters Score -6832455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 110047 members 
Entering Unmasked Estep 
Score: -6832467.000000 Penalty: 3776.766602
	Iteration 22Q: 3 clusters Score -6832467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 110045 members 
Entering Unmasked Estep 
Score: -6832483.000000 Penalty: 3776.766602
	Iteration 23Q: 3 clusters Score -6832483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 110044 members 
Entering Unmasked Estep 
Score: -6832484.000000 Penalty: 3776.766602
	Iteration 24Q: 3 clusters Score -6832484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 110048 members 
Entering Unmasked Estep 
Score: -6832478.500000 Penalty: 3776.766602
	Iteration 25Q: 3 clusters Score -6832478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 110045 members 
Entering Unmasked Estep 
Score: -6832483.000000 Penalty: 3776.766602
	Iteration 26Q: 3 clusters Score -6832483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 110043 members 
Entering Unmasked Estep 
Score: -6832485.000000 Penalty: 3776.766602
	Iteration 27Q: 3 clusters Score -6832485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 110041 members 
Entering Unmasked Estep 
Score: -6832487.000000 Penalty: 3776.766602
	Iteration 28Q: 3 clusters Score -6832487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 110044 members 
Entering Unmasked Estep 
Score: -6832487.500000 Penalty: 3776.766602
	Iteration 29Q: 3 clusters Score -6832488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 110048 members 
Entering Unmasked Estep 
Score: -6832494.000000 Penalty: 3776.766602
	Iteration 30Q: 3 clusters Score -6832494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 110050 members 
Entering Unmasked Estep 
Score: -6832507.000000 Penalty: 3776.766602
	Iteration 31Q: 3 clusters Score -6832507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 110050 members 
Entering Unmasked Estep 
Score: -6832505.500000 Penalty: 3776.766602
	Iteration 32Q: 3 clusters Score -6832506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -6832508.000000 Penalty: 3776.766602
	Iteration 33Q: 3 clusters Score -6832508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -6832505.000000 Penalty: 3776.766602
	Iteration 34Q: 3 clusters Score -6832505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -6832505.500000 Penalty: 3776.766602
	Iteration 35Q: 3 clusters Score -6832506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 110049 members 
Entering Unmasked Estep 
Score: -6832501.500000 Penalty: 3776.766602
	Iteration 36Q: 3 clusters Score -6832502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 110052 members 
Entering Unmasked Estep 
Score: -6832509.000000 Penalty: 3776.766602
	Iteration 37Q: 3 clusters Score -6832509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -6832512.500000 Penalty: 3776.766602
	Iteration 38Q: 3 clusters Score -6832512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -6832512.000000 Penalty: 3776.766602
	Iteration 39Q: 3 clusters Score -6832512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -6832512.000000 Penalty: 3776.766602
	Iteration 40F: 3 clusters Score -6832512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -138175.859375 Penalty: 1265.314697
	Iteration 0F: 2 clusters Score -138175.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -135873.906250 Penalty: 2530.629395
	Iteration 0F: 3 clusters Score -135873.9 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -136407.062500 Penalty: 2530.629395
	Iteration 1F: 3 clusters Score -136407.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -136586.671875 Penalty: 2530.629395
	Iteration 2F: 3 clusters Score -136586.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -136700.296875 Penalty: 2530.629395
	Iteration 3F: 3 clusters Score -136700.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -136777.218750 Penalty: 2530.629395
	Iteration 4Q: 3 clusters Score -136777.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -136841.531250 Penalty: 2530.629395
	Iteration 5Q: 3 clusters Score -136841.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -136918.359375 Penalty: 2530.629395
	Iteration 6Q: 3 clusters Score -136918.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -136998.812500 Penalty: 2530.629395
	Iteration 7Q: 3 clusters Score -136998.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -137091.015625 Penalty: 2530.629395
	Iteration 8Q: 3 clusters Score -137091 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -137189.281250 Penalty: 2530.629395
	Iteration 9Q: 3 clusters Score -137189.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -137305.484375 Penalty: 2530.629395
	Iteration 10Q: 3 clusters Score -137305.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -137382.890625 Penalty: 2530.629395
	Iteration 11Q: 3 clusters Score -137382.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -137442.187500 Penalty: 2530.629395
	Iteration 12Q: 3 clusters Score -137442.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -137467.656250 Penalty: 2530.629395
	Iteration 13Q: 3 clusters Score -137467.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -137488.343750 Penalty: 2530.629395
	Iteration 14Q: 3 clusters Score -137488.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -137505.187500 Penalty: 2530.629395
	Iteration 15Q: 3 clusters Score -137505.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -137513.937500 Penalty: 2530.629395
	Iteration 16Q: 3 clusters Score -137513.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -137519.640625 Penalty: 2530.629395
	Iteration 17Q: 3 clusters Score -137519.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -137523.968750 Penalty: 2530.629395
	Iteration 18Q: 3 clusters Score -137524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -137527.234375 Penalty: 2530.629395
	Iteration 19Q: 3 clusters Score -137527.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -137531.406250 Penalty: 2530.629395
	Iteration 20F: 3 clusters Score -137531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -137533.468750 Penalty: 2530.629395
	Iteration 21Q: 3 clusters Score -137533.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -137534.062500 Penalty: 2530.629395
	Iteration 22Q: 3 clusters Score -137534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -137534.281250 Penalty: 2530.629395
	Iteration 23Q: 3 clusters Score -137534.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -137534.281250 Penalty: 2530.629395
	Iteration 24F: 3 clusters Score -137534.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Entering Unmasked Estep 
Score: -635348.000000 Penalty: 1498.506226
	Iteration 0F: 2 clusters Score -635348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -628161.937500 Penalty: 2997.012451
	Iteration 0F: 3 clusters Score -628161.9 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -630587.750000 Penalty: 2997.012451
	Iteration 1F: 3 clusters Score -630587.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -630837.625000 Penalty: 2997.012451
	Iteration 2F: 3 clusters Score -630837.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -631017.937500 Penalty: 2997.012451
	Iteration 3Q: 3 clusters Score -631017.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -631174.625000 Penalty: 2997.012451
	Iteration 4Q: 3 clusters Score -631174.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -631324.375000 Penalty: 2997.012451
	Iteration 5Q: 3 clusters Score -631324.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -631483.187500 Penalty: 2997.012451
	Iteration 6Q: 3 clusters Score -631483.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -631650.375000 Penalty: 2997.012451
	Iteration 7Q: 3 clusters Score -631650.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -631855.625000 Penalty: 2997.012451
	Iteration 8Q: 3 clusters Score -631855.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -632087.812500 Penalty: 2997.012451
	Iteration 9Q: 3 clusters Score -632087.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -632407.062500 Penalty: 2997.012451
	Iteration 10Q: 3 clusters Score -632407.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -632728.500000 Penalty: 2997.012451
	Iteration 11Q: 3 clusters Score -632728.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -633071.312500 Penalty: 2997.012451
	Iteration 12Q: 3 clusters Score -633071.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -633376.312500 Penalty: 2997.012451
	Iteration 13Q: 3 clusters Score -633376.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -633640.312500 Penalty: 2997.012451
	Iteration 14Q: 3 clusters Score -633640.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -633815.000000 Penalty: 2997.012451
	Iteration 15Q: 3 clusters Score -633815 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -633923.687500 Penalty: 2997.012451
	Iteration 16Q: 3 clusters Score -633923.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -634009.187500 Penalty: 2997.012451
	Iteration 17Q: 3 clusters Score -634009.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -634072.875000 Penalty: 2997.012451
	Iteration 18Q: 3 clusters Score -634072.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -634111.937500 Penalty: 2997.012451
	Iteration 19Q: 3 clusters Score -634111.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -634136.375000 Penalty: 2997.012451
	Iteration 20F: 3 clusters Score -634136.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -634157.937500 Penalty: 2997.012451
	Iteration 21Q: 3 clusters Score -634157.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -634178.250000 Penalty: 2997.012451
	Iteration 22Q: 3 clusters Score -634178.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -634191.125000 Penalty: 2997.012451
	Iteration 23Q: 3 clusters Score -634191.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -634202.000000 Penalty: 2997.012451
	Iteration 24Q: 3 clusters Score -634202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -634210.875000 Penalty: 2997.012451
	Iteration 25Q: 3 clusters Score -634210.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -634228.375000 Penalty: 2997.012451
	Iteration 26Q: 3 clusters Score -634228.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -634252.500000 Penalty: 2997.012451
	Iteration 27Q: 3 clusters Score -634252.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -634261.500000 Penalty: 2997.012451
	Iteration 28Q: 3 clusters Score -634261.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -634270.500000 Penalty: 2997.012451
	Iteration 29Q: 3 clusters Score -634270.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -634280.437500 Penalty: 2997.012451
	Iteration 30Q: 3 clusters Score -634280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -634286.250000 Penalty: 2997.012451
	Iteration 31Q: 3 clusters Score -634286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -634290.562500 Penalty: 2997.012451
	Iteration 32Q: 3 clusters Score -634290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -634296.250000 Penalty: 2997.012451
	Iteration 33Q: 3 clusters Score -634296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -634302.562500 Penalty: 2997.012451
	Iteration 34Q: 3 clusters Score -634302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -634307.000000 Penalty: 2997.012451
	Iteration 35Q: 3 clusters Score -634307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -634312.375000 Penalty: 2997.012451
	Iteration 36Q: 3 clusters Score -634312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -634316.375000 Penalty: 2997.012451
	Iteration 37Q: 3 clusters Score -634316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -634319.500000 Penalty: 2997.012451
	Iteration 38Q: 3 clusters Score -634319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -634324.250000 Penalty: 2997.012451
	Iteration 39Q: 3 clusters Score -634324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -634364.687500 Penalty: 2997.012451
	Iteration 40F: 3 clusters Score -634364.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -634471.000000 Penalty: 2997.012451
	Iteration 41Q: 3 clusters Score -634471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -634565.187500 Penalty: 2997.012451
	Iteration 42Q: 3 clusters Score -634565.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -634602.812500 Penalty: 2997.012451
	Iteration 43Q: 3 clusters Score -634602.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -634629.750000 Penalty: 2997.012451
	Iteration 44Q: 3 clusters Score -634629.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -634648.750000 Penalty: 2997.012451
	Iteration 45Q: 3 clusters Score -634648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -634656.937500 Penalty: 2997.012451
	Iteration 46Q: 3 clusters Score -634656.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -634660.250000 Penalty: 2997.012451
	Iteration 47Q: 3 clusters Score -634660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -634667.500000 Penalty: 2997.012451
	Iteration 48Q: 3 clusters Score -634667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -634671.625000 Penalty: 2997.012451
	Iteration 49Q: 3 clusters Score -634671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -634676.062500 Penalty: 2997.012451
	Iteration 50Q: 3 clusters Score -634676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -634679.812500 Penalty: 2997.012451
	Iteration 51Q: 3 clusters Score -634679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -634681.437500 Penalty: 2997.012451
	Iteration 52Q: 3 clusters Score -634681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -634683.187500 Penalty: 2997.012451
	Iteration 53Q: 3 clusters Score -634683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -634685.750000 Penalty: 2997.012451
	Iteration 54Q: 3 clusters Score -634685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -634685.687500 Penalty: 2997.012451
	Iteration 55Q: 3 clusters Score -634685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -634685.187500 Penalty: 2997.012451
	Iteration 56Q: 3 clusters Score -634685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -634698.937500 Penalty: 2997.012451
	Iteration 57F: 3 clusters Score -634698.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -634710.062500 Penalty: 2997.012451
	Iteration 58Q: 3 clusters Score -634710.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -634719.250000 Penalty: 2997.012451
	Iteration 59Q: 3 clusters Score -634719.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -634731.062500 Penalty: 2997.012451
	Iteration 60F: 3 clusters Score -634731.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -634743.187500 Penalty: 2997.012451
	Iteration 61Q: 3 clusters Score -634743.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -634751.937500 Penalty: 2997.012451
	Iteration 62Q: 3 clusters Score -634751.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -634758.812500 Penalty: 2997.012451
	Iteration 63Q: 3 clusters Score -634758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -634764.062500 Penalty: 2997.012451
	Iteration 64Q: 3 clusters Score -634764.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -634766.125000 Penalty: 2997.012451
	Iteration 65Q: 3 clusters Score -634766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -634767.375000 Penalty: 2997.012451
	Iteration 66Q: 3 clusters Score -634767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -634770.625000 Penalty: 2997.012451
	Iteration 67Q: 3 clusters Score -634770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -634773.000000 Penalty: 2997.012451
	Iteration 68Q: 3 clusters Score -634773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -634772.000000 Penalty: 2997.012451
	Iteration 69Q: 3 clusters Score -634772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -634773.812500 Penalty: 2997.012451
	Iteration 70Q: 3 clusters Score -634773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -634775.812500 Penalty: 2997.012451
	Iteration 71Q: 3 clusters Score -634775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -634775.812500 Penalty: 2997.012451
	Iteration 72F: 3 clusters Score -634775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Entering Unmasked Estep 
Score: -996206.750000 Penalty: 1571.309814
	Iteration 0F: 2 clusters Score -996206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -985368.625000 Penalty: 3142.619629
	Iteration 0F: 3 clusters Score -985368.6 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -989184.625000 Penalty: 3142.619629
	Iteration 1F: 3 clusters Score -989184.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -989456.875000 Penalty: 3142.619629
	Iteration 2Q: 3 clusters Score -989456.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -989665.812500 Penalty: 3142.619629
	Iteration 3Q: 3 clusters Score -989665.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -989876.875000 Penalty: 3142.619629
	Iteration 4Q: 3 clusters Score -989876.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -990096.625000 Penalty: 3142.619629
	Iteration 5Q: 3 clusters Score -990096.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -990288.875000 Penalty: 3142.619629
	Iteration 6Q: 3 clusters Score -990288.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -990483.750000 Penalty: 3142.619629
	Iteration 7Q: 3 clusters Score -990483.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -990683.375000 Penalty: 3142.619629
	Iteration 8Q: 3 clusters Score -990683.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -990856.125000 Penalty: 3142.619629
	Iteration 9Q: 3 clusters Score -990856.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -991039.312500 Penalty: 3142.619629
	Iteration 10Q: 3 clusters Score -991039.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -991231.937500 Penalty: 3142.619629
	Iteration 11Q: 3 clusters Score -991231.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -991445.500000 Penalty: 3142.619629
	Iteration 12Q: 3 clusters Score -991445.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -991647.812500 Penalty: 3142.619629
	Iteration 13Q: 3 clusters Score -991647.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -991854.687500 Penalty: 3142.619629
	Iteration 14Q: 3 clusters Score -991854.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -992042.500000 Penalty: 3142.619629
	Iteration 15Q: 3 clusters Score -992042.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -992191.250000 Penalty: 3142.619629
	Iteration 16Q: 3 clusters Score -992191.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -992305.375000 Penalty: 3142.619629
	Iteration 17Q: 3 clusters Score -992305.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -992417.062500 Penalty: 3142.619629
	Iteration 18Q: 3 clusters Score -992417.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -992519.937500 Penalty: 3142.619629
	Iteration 19Q: 3 clusters Score -992519.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -992611.125000 Penalty: 3142.619629
	Iteration 20F: 3 clusters Score -992611.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -992703.187500 Penalty: 3142.619629
	Iteration 21Q: 3 clusters Score -992703.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -992786.250000 Penalty: 3142.619629
	Iteration 22Q: 3 clusters Score -992786.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -992851.687500 Penalty: 3142.619629
	Iteration 23Q: 3 clusters Score -992851.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -992908.312500 Penalty: 3142.619629
	Iteration 24Q: 3 clusters Score -992908.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -992961.750000 Penalty: 3142.619629
	Iteration 25Q: 3 clusters Score -992961.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -993012.312500 Penalty: 3142.619629
	Iteration 26Q: 3 clusters Score -993012.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -993072.250000 Penalty: 3142.619629
	Iteration 27Q: 3 clusters Score -993072.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -993143.000000 Penalty: 3142.619629
	Iteration 28Q: 3 clusters Score -993143 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -993215.812500 Penalty: 3142.619629
	Iteration 29Q: 3 clusters Score -993215.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -993268.812500 Penalty: 3142.619629
	Iteration 30Q: 3 clusters Score -993268.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -993311.437500 Penalty: 3142.619629
	Iteration 31Q: 3 clusters Score -993311.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -993357.937500 Penalty: 3142.619629
	Iteration 32Q: 3 clusters Score -993357.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -993408.250000 Penalty: 3142.619629
	Iteration 33Q: 3 clusters Score -993408.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -993446.937500 Penalty: 3142.619629
	Iteration 34Q: 3 clusters Score -993446.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -993483.687500 Penalty: 3142.619629
	Iteration 35Q: 3 clusters Score -993483.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -993522.125000 Penalty: 3142.619629
	Iteration 36Q: 3 clusters Score -993522.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -993562.437500 Penalty: 3142.619629
	Iteration 37Q: 3 clusters Score -993562.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -993602.375000 Penalty: 3142.619629
	Iteration 38Q: 3 clusters Score -993602.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -993643.250000 Penalty: 3142.619629
	Iteration 39Q: 3 clusters Score -993643.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -993685.125000 Penalty: 3142.619629
	Iteration 40F: 3 clusters Score -993685.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -993729.062500 Penalty: 3142.619629
	Iteration 41Q: 3 clusters Score -993729.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -993772.062500 Penalty: 3142.619629
	Iteration 42Q: 3 clusters Score -993772.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -993818.437500 Penalty: 3142.619629
	Iteration 43Q: 3 clusters Score -993818.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -993860.187500 Penalty: 3142.619629
	Iteration 44Q: 3 clusters Score -993860.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -993904.062500 Penalty: 3142.619629
	Iteration 45Q: 3 clusters Score -993904.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -993948.687500 Penalty: 3142.619629
	Iteration 46Q: 3 clusters Score -993948.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -994003.750000 Penalty: 3142.619629
	Iteration 47Q: 3 clusters Score -994003.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -994058.500000 Penalty: 3142.619629
	Iteration 48Q: 3 clusters Score -994058.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -994099.750000 Penalty: 3142.619629
	Iteration 49Q: 3 clusters Score -994099.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -994148.937500 Penalty: 3142.619629
	Iteration 50Q: 3 clusters Score -994148.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -994188.375000 Penalty: 3142.619629
	Iteration 51Q: 3 clusters Score -994188.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -994227.375000 Penalty: 3142.619629
	Iteration 52Q: 3 clusters Score -994227.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -994267.812500 Penalty: 3142.619629
	Iteration 53Q: 3 clusters Score -994267.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -994304.187500 Penalty: 3142.619629
	Iteration 54Q: 3 clusters Score -994304.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -994338.937500 Penalty: 3142.619629
	Iteration 55Q: 3 clusters Score -994338.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -994369.250000 Penalty: 3142.619629
	Iteration 56Q: 3 clusters Score -994369.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -994402.125000 Penalty: 3142.619629
	Iteration 57Q: 3 clusters Score -994402.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -994433.187500 Penalty: 3142.619629
	Iteration 58Q: 3 clusters Score -994433.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -994459.500000 Penalty: 3142.619629
	Iteration 59Q: 3 clusters Score -994459.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -994482.500000 Penalty: 3142.619629
	Iteration 60F: 3 clusters Score -994482.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -994503.625000 Penalty: 3142.619629
	Iteration 61Q: 3 clusters Score -994503.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -994526.125000 Penalty: 3142.619629
	Iteration 62Q: 3 clusters Score -994526.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -994544.500000 Penalty: 3142.619629
	Iteration 63Q: 3 clusters Score -994544.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -994564.812500 Penalty: 3142.619629
	Iteration 64Q: 3 clusters Score -994564.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -994585.812500 Penalty: 3142.619629
	Iteration 65Q: 3 clusters Score -994585.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -994605.562500 Penalty: 3142.619629
	Iteration 66Q: 3 clusters Score -994605.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -994624.500000 Penalty: 3142.619629
	Iteration 67Q: 3 clusters Score -994624.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -994638.937500 Penalty: 3142.619629
	Iteration 68Q: 3 clusters Score -994638.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -994659.250000 Penalty: 3142.619629
	Iteration 69Q: 3 clusters Score -994659.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -994688.187500 Penalty: 3142.619629
	Iteration 70Q: 3 clusters Score -994688.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -994706.812500 Penalty: 3142.619629
	Iteration 71Q: 3 clusters Score -994706.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -994728.625000 Penalty: 3142.619629
	Iteration 72Q: 3 clusters Score -994728.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -994745.562500 Penalty: 3142.619629
	Iteration 73Q: 3 clusters Score -994745.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -994761.312500 Penalty: 3142.619629
	Iteration 74Q: 3 clusters Score -994761.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -994780.437500 Penalty: 3142.619629
	Iteration 75Q: 3 clusters Score -994780.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -994791.750000 Penalty: 3142.619629
	Iteration 76Q: 3 clusters Score -994791.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -994804.937500 Penalty: 3142.619629
	Iteration 77Q: 3 clusters Score -994804.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -994817.750000 Penalty: 3142.619629
	Iteration 78Q: 3 clusters Score -994817.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -994834.437500 Penalty: 3142.619629
	Iteration 79Q: 3 clusters Score -994834.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -994848.625000 Penalty: 3142.619629
	Iteration 80F: 3 clusters Score -994848.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -994851.937500 Penalty: 3142.619629
	Iteration 81Q: 3 clusters Score -994851.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -994860.500000 Penalty: 3142.619629
	Iteration 82Q: 3 clusters Score -994860.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -994870.312500 Penalty: 3142.619629
	Iteration 83Q: 3 clusters Score -994870.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -994872.312500 Penalty: 3142.619629
	Iteration 84Q: 3 clusters Score -994872.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -994876.500000 Penalty: 3142.619629
	Iteration 85Q: 3 clusters Score -994876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -994878.250000 Penalty: 3142.619629
	Iteration 86Q: 3 clusters Score -994878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -994880.437500 Penalty: 3142.619629
	Iteration 87Q: 3 clusters Score -994880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -994881.437500 Penalty: 3142.619629
	Iteration 88Q: 3 clusters Score -994881.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -994886.062500 Penalty: 3142.619629
	Iteration 89Q: 3 clusters Score -994886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -994889.812500 Penalty: 3142.619629
	Iteration 90Q: 3 clusters Score -994889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -994891.375000 Penalty: 3142.619629
	Iteration 91Q: 3 clusters Score -994891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -994894.000000 Penalty: 3142.619629
	Iteration 92Q: 3 clusters Score -994894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -994894.625000 Penalty: 3142.619629
	Iteration 93Q: 3 clusters Score -994894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -994895.437500 Penalty: 3142.619629
	Iteration 94Q: 3 clusters Score -994895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -994896.000000 Penalty: 3142.619629
	Iteration 95Q: 3 clusters Score -994896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -994895.437500 Penalty: 3142.619629
	Iteration 96Q: 3 clusters Score -994895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -994895.312500 Penalty: 3142.619629
	Iteration 97Q: 3 clusters Score -994895.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -994895.375000 Penalty: 3142.619629
	Iteration 98Q: 3 clusters Score -994895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -994898.500000 Penalty: 3142.619629
	Iteration 99Q: 3 clusters Score -994898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -994897.437500 Penalty: 3142.619629
	Iteration 100F: 3 clusters Score -994897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -994899.437500 Penalty: 3142.619629
	Iteration 101Q: 3 clusters Score -994899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -994900.187500 Penalty: 3142.619629
	Iteration 102Q: 3 clusters Score -994900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -994899.937500 Penalty: 3142.619629
	Iteration 103Q: 3 clusters Score -994899.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -994901.375000 Penalty: 3142.619629
	Iteration 104Q: 3 clusters Score -994901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -994901.375000 Penalty: 3142.619629
	Iteration 105F: 3 clusters Score -994901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Entering Unmasked Estep 
Score: -1802918.375000 Penalty: 1672.368896
	Iteration 0F: 2 clusters Score -1802918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1783043.625000 Penalty: 3344.737793
	Iteration 0F: 3 clusters Score -1783044 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1790573.750000 Penalty: 3344.737793
	Iteration 1F: 3 clusters Score -1790574 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1790976.625000 Penalty: 3344.737793
	Iteration 2Q: 3 clusters Score -1790977 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1791504.750000 Penalty: 3344.737793
	Iteration 3Q: 3 clusters Score -1791505 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1792247.750000 Penalty: 3344.737793
	Iteration 4F: 3 clusters Score -1792248 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1793447.125000 Penalty: 3344.737793
	Iteration 5F: 3 clusters Score -1793447 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1795095.625000 Penalty: 3344.737793
	Iteration 6F: 3 clusters Score -1795096 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1797045.750000 Penalty: 3344.737793
	Iteration 7F: 3 clusters Score -1797046 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1798841.500000 Penalty: 3344.737793
	Iteration 8F: 3 clusters Score -1798842 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1800075.750000 Penalty: 3344.737793
	Iteration 9Q: 3 clusters Score -1800076 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1800780.375000 Penalty: 3344.737793
	Iteration 10Q: 3 clusters Score -1800780 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1801109.250000 Penalty: 3344.737793
	Iteration 11Q: 3 clusters Score -1801109 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1801292.000000 Penalty: 3344.737793
	Iteration 12Q: 3 clusters Score -1801292 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1801396.375000 Penalty: 3344.737793
	Iteration 13Q: 3 clusters Score -1801396 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1801468.750000 Penalty: 3344.737793
	Iteration 14Q: 3 clusters Score -1801469 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1801497.000000 Penalty: 3344.737793
	Iteration 15Q: 3 clusters Score -1801497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1801520.250000 Penalty: 3344.737793
	Iteration 16Q: 3 clusters Score -1801520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1801544.125000 Penalty: 3344.737793
	Iteration 17Q: 3 clusters Score -1801544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1801562.375000 Penalty: 3344.737793
	Iteration 18Q: 3 clusters Score -1801562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1801567.500000 Penalty: 3344.737793
	Iteration 19Q: 3 clusters Score -1801568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1801570.500000 Penalty: 3344.737793
	Iteration 20F: 3 clusters Score -1801570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1801571.750000 Penalty: 3344.737793
	Iteration 21Q: 3 clusters Score -1801572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1801575.000000 Penalty: 3344.737793
	Iteration 22Q: 3 clusters Score -1801575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1801573.000000 Penalty: 3344.737793
	Iteration 23Q: 3 clusters Score -1801573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1801574.875000 Penalty: 3344.737793
	Iteration 24Q: 3 clusters Score -1801575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1801575.375000 Penalty: 3344.737793
	Iteration 25Q: 3 clusters Score -1801575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1801577.250000 Penalty: 3344.737793
	Iteration 26Q: 3 clusters Score -1801577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1801577.000000 Penalty: 3344.737793
	Iteration 27Q: 3 clusters Score -1801577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1801580.750000 Penalty: 3344.737793
	Iteration 28Q: 3 clusters Score -1801581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1801580.750000 Penalty: 3344.737793
	Iteration 29F: 3 clusters Score -1801581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -164285.093750 Penalty: 1296.308350
	Iteration 0F: 2 clusters Score -164285.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -161599.281250 Penalty: 2592.616699
	Iteration 0F: 3 clusters Score -161599.3 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -162317.593750 Penalty: 2592.616699
	Iteration 1F: 3 clusters Score -162317.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -162470.000000 Penalty: 2592.616699
	Iteration 2F: 3 clusters Score -162470 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -162573.109375 Penalty: 2592.616699
	Iteration 3F: 3 clusters Score -162573.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -162659.609375 Penalty: 2592.616699
	Iteration 4Q: 3 clusters Score -162659.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -162742.187500 Penalty: 2592.616699
	Iteration 5Q: 3 clusters Score -162742.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -162814.281250 Penalty: 2592.616699
	Iteration 6Q: 3 clusters Score -162814.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -162884.484375 Penalty: 2592.616699
	Iteration 7Q: 3 clusters Score -162884.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -162944.968750 Penalty: 2592.616699
	Iteration 8Q: 3 clusters Score -162945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -162983.718750 Penalty: 2592.616699
	Iteration 9Q: 3 clusters Score -162983.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -163029.250000 Penalty: 2592.616699
	Iteration 10Q: 3 clusters Score -163029.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -163095.796875 Penalty: 2592.616699
	Iteration 11Q: 3 clusters Score -163095.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -163161.093750 Penalty: 2592.616699
	Iteration 12Q: 3 clusters Score -163161.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -163235.859375 Penalty: 2592.616699
	Iteration 13Q: 3 clusters Score -163235.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -163307.312500 Penalty: 2592.616699
	Iteration 14Q: 3 clusters Score -163307.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -163342.875000 Penalty: 2592.616699
	Iteration 15Q: 3 clusters Score -163342.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -163368.250000 Penalty: 2592.616699
	Iteration 16Q: 3 clusters Score -163368.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -163379.078125 Penalty: 2592.616699
	Iteration 17Q: 3 clusters Score -163379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -163384.671875 Penalty: 2592.616699
	Iteration 18Q: 3 clusters Score -163384.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -163390.453125 Penalty: 2592.616699
	Iteration 19Q: 3 clusters Score -163390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -163390.859375 Penalty: 2592.616699
	Iteration 20F: 3 clusters Score -163390.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Entering Unmasked Estep 
Score: -602874.812500 Penalty: 1490.486206
	Iteration 0F: 2 clusters Score -602874.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -595877.187500 Penalty: 2980.972412
	Iteration 0F: 3 clusters Score -595877.2 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -598077.250000 Penalty: 2980.972412
	Iteration 1F: 3 clusters Score -598077.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -598274.125000 Penalty: 2980.972412
	Iteration 2F: 3 clusters Score -598274.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -598429.250000 Penalty: 2980.972412
	Iteration 3Q: 3 clusters Score -598429.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -598553.187500 Penalty: 2980.972412
	Iteration 4Q: 3 clusters Score -598553.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -598666.812500 Penalty: 2980.972412
	Iteration 5Q: 3 clusters Score -598666.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -598761.375000 Penalty: 2980.972412
	Iteration 6Q: 3 clusters Score -598761.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -598852.750000 Penalty: 2980.972412
	Iteration 7Q: 3 clusters Score -598852.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -598964.125000 Penalty: 2980.972412
	Iteration 8Q: 3 clusters Score -598964.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -599080.562500 Penalty: 2980.972412
	Iteration 9Q: 3 clusters Score -599080.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -599234.875000 Penalty: 2980.972412
	Iteration 10Q: 3 clusters Score -599234.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -599418.125000 Penalty: 2980.972412
	Iteration 11Q: 3 clusters Score -599418.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -599636.312500 Penalty: 2980.972412
	Iteration 12Q: 3 clusters Score -599636.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -599886.062500 Penalty: 2980.972412
	Iteration 13Q: 3 clusters Score -599886.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -600164.062500 Penalty: 2980.972412
	Iteration 14Q: 3 clusters Score -600164.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -600475.500000 Penalty: 2980.972412
	Iteration 15Q: 3 clusters Score -600475.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -600725.687500 Penalty: 2980.972412
	Iteration 16Q: 3 clusters Score -600725.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -600931.875000 Penalty: 2980.972412
	Iteration 17Q: 3 clusters Score -600931.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -601098.562500 Penalty: 2980.972412
	Iteration 18Q: 3 clusters Score -601098.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -601197.687500 Penalty: 2980.972412
	Iteration 19Q: 3 clusters Score -601197.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -601292.625000 Penalty: 2980.972412
	Iteration 20F: 3 clusters Score -601292.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -601354.000000 Penalty: 2980.972412
	Iteration 21Q: 3 clusters Score -601354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -601397.875000 Penalty: 2980.972412
	Iteration 22Q: 3 clusters Score -601397.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -601422.500000 Penalty: 2980.972412
	Iteration 23Q: 3 clusters Score -601422.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -601439.000000 Penalty: 2980.972412
	Iteration 24Q: 3 clusters Score -601439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -601456.125000 Penalty: 2980.972412
	Iteration 25Q: 3 clusters Score -601456.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -601464.875000 Penalty: 2980.972412
	Iteration 26Q: 3 clusters Score -601464.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -601473.750000 Penalty: 2980.972412
	Iteration 27Q: 3 clusters Score -601473.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -601483.000000 Penalty: 2980.972412
	Iteration 28Q: 3 clusters Score -601483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -601492.187500 Penalty: 2980.972412
	Iteration 29Q: 3 clusters Score -601492.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -601496.625000 Penalty: 2980.972412
	Iteration 30Q: 3 clusters Score -601496.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -601501.125000 Penalty: 2980.972412
	Iteration 31Q: 3 clusters Score -601501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -601504.937500 Penalty: 2980.972412
	Iteration 32Q: 3 clusters Score -601504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -601506.750000 Penalty: 2980.972412
	Iteration 33Q: 3 clusters Score -601506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -601507.812500 Penalty: 2980.972412
	Iteration 34Q: 3 clusters Score -601507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -601512.375000 Penalty: 2980.972412
	Iteration 35Q: 3 clusters Score -601512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -601517.250000 Penalty: 2980.972412
	Iteration 36Q: 3 clusters Score -601517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -601521.000000 Penalty: 2980.972412
	Iteration 37Q: 3 clusters Score -601521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -601525.375000 Penalty: 2980.972412
	Iteration 38Q: 3 clusters Score -601525.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -601533.250000 Penalty: 2980.972412
	Iteration 39Q: 3 clusters Score -601533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -601535.562500 Penalty: 2980.972412
	Iteration 40F: 3 clusters Score -601535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -601539.750000 Penalty: 2980.972412
	Iteration 41Q: 3 clusters Score -601539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -601544.625000 Penalty: 2980.972412
	Iteration 42Q: 3 clusters Score -601544.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -601551.312500 Penalty: 2980.972412
	Iteration 43Q: 3 clusters Score -601551.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -601557.687500 Penalty: 2980.972412
	Iteration 44Q: 3 clusters Score -601557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -601564.750000 Penalty: 2980.972412
	Iteration 45Q: 3 clusters Score -601564.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -601574.875000 Penalty: 2980.972412
	Iteration 46Q: 3 clusters Score -601574.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -601579.437500 Penalty: 2980.972412
	Iteration 47Q: 3 clusters Score -601579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -601584.062500 Penalty: 2980.972412
	Iteration 48Q: 3 clusters Score -601584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -601584.562500 Penalty: 2980.972412
	Iteration 49Q: 3 clusters Score -601584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -601584.562500 Penalty: 2980.972412
	Iteration 50F: 3 clusters Score -601584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Entering Unmasked Estep 
Score: -344408.937500 Penalty: 1431.699707
	Iteration 0F: 2 clusters Score -344408.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -339372.062500 Penalty: 2863.399414
	Iteration 0F: 3 clusters Score -339372.1 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -341035.375000 Penalty: 2863.399414
	Iteration 1F: 3 clusters Score -341035.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -341375.656250 Penalty: 2863.399414
	Iteration 2F: 3 clusters Score -341375.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -341648.812500 Penalty: 2863.399414
	Iteration 3F: 3 clusters Score -341648.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -341929.406250 Penalty: 2863.399414
	Iteration 4F: 3 clusters Score -341929.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -342253.906250 Penalty: 2863.399414
	Iteration 5F: 3 clusters Score -342253.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -342598.531250 Penalty: 2863.399414
	Iteration 6F: 3 clusters Score -342598.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -343007.937500 Penalty: 2863.399414
	Iteration 7F: 3 clusters Score -343007.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -343387.468750 Penalty: 2863.399414
	Iteration 8F: 3 clusters Score -343387.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -343646.687500 Penalty: 2863.399414
	Iteration 9Q: 3 clusters Score -343646.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -343843.750000 Penalty: 2863.399414
	Iteration 10Q: 3 clusters Score -343843.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -344027.343750 Penalty: 2863.399414
	Iteration 11Q: 3 clusters Score -344027.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -344158.937500 Penalty: 2863.399414
	Iteration 12Q: 3 clusters Score -344158.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -344231.687500 Penalty: 2863.399414
	Iteration 13Q: 3 clusters Score -344231.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -344264.156250 Penalty: 2863.399414
	Iteration 14Q: 3 clusters Score -344264.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -344276.125000 Penalty: 2863.399414
	Iteration 15Q: 3 clusters Score -344276.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -344286.937500 Penalty: 2863.399414
	Iteration 16Q: 3 clusters Score -344286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -344290.437500 Penalty: 2863.399414
	Iteration 17Q: 3 clusters Score -344290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -344294.687500 Penalty: 2863.399414
	Iteration 18Q: 3 clusters Score -344294.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -344295.968750 Penalty: 2863.399414
	Iteration 19Q: 3 clusters Score -344296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -344296.062500 Penalty: 2863.399414
	Iteration 20F: 3 clusters Score -344296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Entering Unmasked Estep 
Score: -463349.843750 Penalty: 1454.861450
	Iteration 0F: 2 clusters Score -463349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -457720.250000 Penalty: 2909.722900
	Iteration 0F: 3 clusters Score -457720.2 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -459454.218750 Penalty: 2909.722900
	Iteration 1F: 3 clusters Score -459454.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -459741.406250 Penalty: 2909.722900
	Iteration 2F: 3 clusters Score -459741.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -459956.656250 Penalty: 2909.722900
	Iteration 3F: 3 clusters Score -459956.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -460124.906250 Penalty: 2909.722900
	Iteration 4Q: 3 clusters Score -460124.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -460296.375000 Penalty: 2909.722900
	Iteration 5Q: 3 clusters Score -460296.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -460501.843750 Penalty: 2909.722900
	Iteration 6Q: 3 clusters Score -460501.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -460719.906250 Penalty: 2909.722900
	Iteration 7Q: 3 clusters Score -460719.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -460927.812500 Penalty: 2909.722900
	Iteration 8Q: 3 clusters Score -460927.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -461120.312500 Penalty: 2909.722900
	Iteration 9Q: 3 clusters Score -461120.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -461269.562500 Penalty: 2909.722900
	Iteration 10Q: 3 clusters Score -461269.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -461364.468750 Penalty: 2909.722900
	Iteration 11Q: 3 clusters Score -461364.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -461438.500000 Penalty: 2909.722900
	Iteration 12Q: 3 clusters Score -461438.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -461501.250000 Penalty: 2909.722900
	Iteration 13Q: 3 clusters Score -461501.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -461549.000000 Penalty: 2909.722900
	Iteration 14Q: 3 clusters Score -461549 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -461592.750000 Penalty: 2909.722900
	Iteration 15Q: 3 clusters Score -461592.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -461634.187500 Penalty: 2909.722900
	Iteration 16Q: 3 clusters Score -461634.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -461674.156250 Penalty: 2909.722900
	Iteration 17Q: 3 clusters Score -461674.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -461713.156250 Penalty: 2909.722900
	Iteration 18Q: 3 clusters Score -461713.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -461756.656250 Penalty: 2909.722900
	Iteration 19Q: 3 clusters Score -461756.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -461805.406250 Penalty: 2909.722900
	Iteration 20F: 3 clusters Score -461805.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -461848.781250 Penalty: 2909.722900
	Iteration 21Q: 3 clusters Score -461848.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -461905.406250 Penalty: 2909.722900
	Iteration 22Q: 3 clusters Score -461905.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -461968.843750 Penalty: 2909.722900
	Iteration 23Q: 3 clusters Score -461968.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -462026.968750 Penalty: 2909.722900
	Iteration 24Q: 3 clusters Score -462027 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -462086.062500 Penalty: 2909.722900
	Iteration 25Q: 3 clusters Score -462086.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -462141.843750 Penalty: 2909.722900
	Iteration 26Q: 3 clusters Score -462141.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -462188.968750 Penalty: 2909.722900
	Iteration 27Q: 3 clusters Score -462189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -462235.218750 Penalty: 2909.722900
	Iteration 28Q: 3 clusters Score -462235.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -462279.406250 Penalty: 2909.722900
	Iteration 29Q: 3 clusters Score -462279.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -462309.625000 Penalty: 2909.722900
	Iteration 30Q: 3 clusters Score -462309.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -462328.343750 Penalty: 2909.722900
	Iteration 31Q: 3 clusters Score -462328.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -462348.781250 Penalty: 2909.722900
	Iteration 32Q: 3 clusters Score -462348.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -462367.125000 Penalty: 2909.722900
	Iteration 33Q: 3 clusters Score -462367.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -462380.281250 Penalty: 2909.722900
	Iteration 34Q: 3 clusters Score -462380.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -462392.125000 Penalty: 2909.722900
	Iteration 35Q: 3 clusters Score -462392.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -462404.718750 Penalty: 2909.722900
	Iteration 36Q: 3 clusters Score -462404.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -462412.718750 Penalty: 2909.722900
	Iteration 37Q: 3 clusters Score -462412.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -462417.250000 Penalty: 2909.722900
	Iteration 38Q: 3 clusters Score -462417.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -462425.593750 Penalty: 2909.722900
	Iteration 39Q: 3 clusters Score -462425.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -462438.562500 Penalty: 2909.722900
	Iteration 40F: 3 clusters Score -462438.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -462454.218750 Penalty: 2909.722900
	Iteration 41Q: 3 clusters Score -462454.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -462468.625000 Penalty: 2909.722900
	Iteration 42Q: 3 clusters Score -462468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -462477.156250 Penalty: 2909.722900
	Iteration 43Q: 3 clusters Score -462477.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -462484.250000 Penalty: 2909.722900
	Iteration 44Q: 3 clusters Score -462484.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -462489.187500 Penalty: 2909.722900
	Iteration 45Q: 3 clusters Score -462489.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -462492.531250 Penalty: 2909.722900
	Iteration 46Q: 3 clusters Score -462492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -462495.187500 Penalty: 2909.722900
	Iteration 47Q: 3 clusters Score -462495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -462499.625000 Penalty: 2909.722900
	Iteration 48Q: 3 clusters Score -462499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -462505.250000 Penalty: 2909.722900
	Iteration 49Q: 3 clusters Score -462505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -462506.812500 Penalty: 2909.722900
	Iteration 50Q: 3 clusters Score -462506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -462509.406250 Penalty: 2909.722900
	Iteration 51Q: 3 clusters Score -462509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -462508.468750 Penalty: 2909.722900
	Iteration 52Q: 3 clusters Score -462508.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -462511.625000 Penalty: 2909.722900
	Iteration 53Q: 3 clusters Score -462511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -462516.437500 Penalty: 2909.722900
	Iteration 54Q: 3 clusters Score -462516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -462518.468750 Penalty: 2909.722900
	Iteration 55Q: 3 clusters Score -462518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -462519.750000 Penalty: 2909.722900
	Iteration 56Q: 3 clusters Score -462519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -462523.156250 Penalty: 2909.722900
	Iteration 57Q: 3 clusters Score -462523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -462528.437500 Penalty: 2909.722900
	Iteration 58Q: 3 clusters Score -462528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -462529.593750 Penalty: 2909.722900
	Iteration 59Q: 3 clusters Score -462529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -462531.250000 Penalty: 2909.722900
	Iteration 60F: 3 clusters Score -462531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -462533.812500 Penalty: 2909.722900
	Iteration 61Q: 3 clusters Score -462533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -462535.781250 Penalty: 2909.722900
	Iteration 62Q: 3 clusters Score -462535.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -462535.781250 Penalty: 2909.722900
	Iteration 63F: 3 clusters Score -462535.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Entering Unmasked Estep 
Score: -1679944.625000 Penalty: 1657.378052
	Iteration 0F: 2 clusters Score -1679945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1661924.000000 Penalty: 3314.756104
	Iteration 0F: 3 clusters Score -1661924 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1668958.250000 Penalty: 3314.756104
	Iteration 1F: 3 clusters Score -1668958 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1669569.375000 Penalty: 3314.756104
	Iteration 2F: 3 clusters Score -1669569 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1670345.625000 Penalty: 3314.756104
	Iteration 3F: 3 clusters Score -1670346 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1671456.250000 Penalty: 3314.756104
	Iteration 4F: 3 clusters Score -1671456 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1673045.375000 Penalty: 3314.756104
	Iteration 5F: 3 clusters Score -1673045 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1674866.375000 Penalty: 3314.756104
	Iteration 6F: 3 clusters Score -1674866 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1676398.000000 Penalty: 3314.756104
	Iteration 7F: 3 clusters Score -1676398 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1677355.125000 Penalty: 3314.756104
	Iteration 8Q: 3 clusters Score -1677355 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1677861.750000 Penalty: 3314.756104
	Iteration 9Q: 3 clusters Score -1677862 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1678150.000000 Penalty: 3314.756104
	Iteration 10Q: 3 clusters Score -1678150 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1678313.250000 Penalty: 3314.756104
	Iteration 11Q: 3 clusters Score -1678313 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1678393.875000 Penalty: 3314.756104
	Iteration 12Q: 3 clusters Score -1678394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1678462.000000 Penalty: 3314.756104
	Iteration 13Q: 3 clusters Score -1678462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1678514.625000 Penalty: 3314.756104
	Iteration 14Q: 3 clusters Score -1678515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1678547.250000 Penalty: 3314.756104
	Iteration 15Q: 3 clusters Score -1678547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1678571.375000 Penalty: 3314.756104
	Iteration 16Q: 3 clusters Score -1678571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1678586.250000 Penalty: 3314.756104
	Iteration 17Q: 3 clusters Score -1678586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1678599.250000 Penalty: 3314.756104
	Iteration 18Q: 3 clusters Score -1678599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1678613.875000 Penalty: 3314.756104
	Iteration 19Q: 3 clusters Score -1678614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1678626.000000 Penalty: 3314.756104
	Iteration 20F: 3 clusters Score -1678626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1678633.000000 Penalty: 3314.756104
	Iteration 21Q: 3 clusters Score -1678633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1678639.500000 Penalty: 3314.756104
	Iteration 22Q: 3 clusters Score -1678640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1678647.750000 Penalty: 3314.756104
	Iteration 23Q: 3 clusters Score -1678648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1678650.500000 Penalty: 3314.756104
	Iteration 24Q: 3 clusters Score -1678650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1678655.500000 Penalty: 3314.756104
	Iteration 25Q: 3 clusters Score -1678656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1678667.625000 Penalty: 3314.756104
	Iteration 26Q: 3 clusters Score -1678668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1678675.750000 Penalty: 3314.756104
	Iteration 27Q: 3 clusters Score -1678676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1678680.250000 Penalty: 3314.756104
	Iteration 28Q: 3 clusters Score -1678680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1678682.750000 Penalty: 3314.756104
	Iteration 29Q: 3 clusters Score -1678683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1678682.000000 Penalty: 3314.756104
	Iteration 30Q: 3 clusters Score -1678682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1678684.250000 Penalty: 3314.756104
	Iteration 31Q: 3 clusters Score -1678684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1678687.750000 Penalty: 3314.756104
	Iteration 32Q: 3 clusters Score -1678688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1678692.750000 Penalty: 3314.756104
	Iteration 33Q: 3 clusters Score -1678693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1678695.125000 Penalty: 3314.756104
	Iteration 34Q: 3 clusters Score -1678695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1678696.375000 Penalty: 3314.756104
	Iteration 35Q: 3 clusters Score -1678696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1678701.375000 Penalty: 3314.756104
	Iteration 36Q: 3 clusters Score -1678701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1678702.125000 Penalty: 3314.756104
	Iteration 37Q: 3 clusters Score -1678702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1678702.125000 Penalty: 3314.756104
	Iteration 38F: 3 clusters Score -1678702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Entering Unmasked Estep 
Score: -541952.500000 Penalty: 1479.468994
	Iteration 0F: 2 clusters Score -541952.5 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 4464 members 
Entering Unmasked Estep 
Score: -535381.312500 Penalty: 2958.937988
	Iteration 0F: 3 clusters Score -535381.3 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -537472.125000 Penalty: 2958.937988
	Iteration 1F: 3 clusters Score -537472.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -537731.125000 Penalty: 2958.937988
	Iteration 2F: 3 clusters Score -537731.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -537975.937500 Penalty: 2958.937988
	Iteration 3F: 3 clusters Score -537975.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -538172.812500 Penalty: 2958.937988
	Iteration 4Q: 3 clusters Score -538172.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -538373.937500 Penalty: 2958.937988
	Iteration 5Q: 3 clusters Score -538373.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -538618.937500 Penalty: 2958.937988
	Iteration 6Q: 3 clusters Score -538618.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -538919.125000 Penalty: 2958.937988
	Iteration 7Q: 3 clusters Score -538919.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -539268.250000 Penalty: 2958.937988
	Iteration 8Q: 3 clusters Score -539268.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -539589.812500 Penalty: 2958.937988
	Iteration 9Q: 3 clusters Score -539589.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -539843.312500 Penalty: 2958.937988
	Iteration 10Q: 3 clusters Score -539843.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -540057.812500 Penalty: 2958.937988
	Iteration 11Q: 3 clusters Score -540057.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -540222.625000 Penalty: 2958.937988
	Iteration 12Q: 3 clusters Score -540222.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -540360.812500 Penalty: 2958.937988
	Iteration 13Q: 3 clusters Score -540360.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -540454.750000 Penalty: 2958.937988
	Iteration 14Q: 3 clusters Score -540454.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -540528.062500 Penalty: 2958.937988
	Iteration 15Q: 3 clusters Score -540528.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -540592.187500 Penalty: 2958.937988
	Iteration 16Q: 3 clusters Score -540592.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -540642.187500 Penalty: 2958.937988
	Iteration 17Q: 3 clusters Score -540642.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -540682.875000 Penalty: 2958.937988
	Iteration 18Q: 3 clusters Score -540682.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -540727.625000 Penalty: 2958.937988
	Iteration 19Q: 3 clusters Score -540727.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -540777.062500 Penalty: 2958.937988
	Iteration 20F: 3 clusters Score -540777.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -540810.437500 Penalty: 2958.937988
	Iteration 21Q: 3 clusters Score -540810.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -540835.000000 Penalty: 2958.937988
	Iteration 22Q: 3 clusters Score -540835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -540855.750000 Penalty: 2958.937988
	Iteration 23Q: 3 clusters Score -540855.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -540873.812500 Penalty: 2958.937988
	Iteration 24Q: 3 clusters Score -540873.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -540879.750000 Penalty: 2958.937988
	Iteration 25Q: 3 clusters Score -540879.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -540887.937500 Penalty: 2958.937988
	Iteration 26Q: 3 clusters Score -540887.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -540897.750000 Penalty: 2958.937988
	Iteration 27Q: 3 clusters Score -540897.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -540911.250000 Penalty: 2958.937988
	Iteration 28Q: 3 clusters Score -540911.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -540920.625000 Penalty: 2958.937988
	Iteration 29Q: 3 clusters Score -540920.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -540927.937500 Penalty: 2958.937988
	Iteration 30Q: 3 clusters Score -540927.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -540932.250000 Penalty: 2958.937988
	Iteration 31Q: 3 clusters Score -540932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -540933.562500 Penalty: 2958.937988
	Iteration 32Q: 3 clusters Score -540933.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -540938.312500 Penalty: 2958.937988
	Iteration 33Q: 3 clusters Score -540938.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -540941.812500 Penalty: 2958.937988
	Iteration 34Q: 3 clusters Score -540941.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -540945.625000 Penalty: 2958.937988
	Iteration 35Q: 3 clusters Score -540945.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -540950.750000 Penalty: 2958.937988
	Iteration 36Q: 3 clusters Score -540950.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -540953.875000 Penalty: 2958.937988
	Iteration 37Q: 3 clusters Score -540953.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -540957.937500 Penalty: 2958.937988
	Iteration 38Q: 3 clusters Score -540957.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -540959.750000 Penalty: 2958.937988
	Iteration 39Q: 3 clusters Score -540959.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -540960.875000 Penalty: 2958.937988
	Iteration 40F: 3 clusters Score -540960.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -540963.125000 Penalty: 2958.937988
	Iteration 41Q: 3 clusters Score -540963.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -540965.812500 Penalty: 2958.937988
	Iteration 42Q: 3 clusters Score -540965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -540966.625000 Penalty: 2958.937988
	Iteration 43Q: 3 clusters Score -540966.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -540967.875000 Penalty: 2958.937988
	Iteration 44Q: 3 clusters Score -540967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -540967.562500 Penalty: 2958.937988
	Iteration 45Q: 3 clusters Score -540967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -540967.000000 Penalty: 2958.937988
	Iteration 46Q: 3 clusters Score -540967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -540968.562500 Penalty: 2958.937988
	Iteration 47Q: 3 clusters Score -540968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -540967.437500 Penalty: 2958.937988
	Iteration 48Q: 3 clusters Score -540967.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -540968.125000 Penalty: 2958.937988
	Iteration 49Q: 3 clusters Score -540968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -540968.125000 Penalty: 2958.937988
	Iteration 50F: 3 clusters Score -540968.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Entering Unmasked Estep 
Score: -845691.187500 Penalty: 1545.663940
	Iteration 0F: 2 clusters Score -845691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -836285.687500 Penalty: 3091.327881
	Iteration 0F: 3 clusters Score -836285.7 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -839422.562500 Penalty: 3091.327881
	Iteration 1F: 3 clusters Score -839422.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -839711.500000 Penalty: 3091.327881
	Iteration 2F: 3 clusters Score -839711.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -839939.437500 Penalty: 3091.327881
	Iteration 3Q: 3 clusters Score -839939.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -840119.062500 Penalty: 3091.327881
	Iteration 4Q: 3 clusters Score -840119.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -840269.687500 Penalty: 3091.327881
	Iteration 5Q: 3 clusters Score -840269.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -840411.687500 Penalty: 3091.327881
	Iteration 6Q: 3 clusters Score -840411.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -840577.812500 Penalty: 3091.327881
	Iteration 7Q: 3 clusters Score -840577.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -840791.375000 Penalty: 3091.327881
	Iteration 8Q: 3 clusters Score -840791.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -841114.687500 Penalty: 3091.327881
	Iteration 9Q: 3 clusters Score -841114.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -841550.625000 Penalty: 3091.327881
	Iteration 10F: 3 clusters Score -841550.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -842109.812500 Penalty: 3091.327881
	Iteration 11F: 3 clusters Score -842109.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -842676.687500 Penalty: 3091.327881
	Iteration 12F: 3 clusters Score -842676.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -843242.500000 Penalty: 3091.327881
	Iteration 13Q: 3 clusters Score -843242.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -843690.062500 Penalty: 3091.327881
	Iteration 14Q: 3 clusters Score -843690.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -843956.750000 Penalty: 3091.327881
	Iteration 15Q: 3 clusters Score -843956.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -844117.437500 Penalty: 3091.327881
	Iteration 16Q: 3 clusters Score -844117.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -844189.687500 Penalty: 3091.327881
	Iteration 17Q: 3 clusters Score -844189.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -844239.812500 Penalty: 3091.327881
	Iteration 18Q: 3 clusters Score -844239.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -844273.125000 Penalty: 3091.327881
	Iteration 19Q: 3 clusters Score -844273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -844292.250000 Penalty: 3091.327881
	Iteration 20F: 3 clusters Score -844292.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -844302.750000 Penalty: 3091.327881
	Iteration 21Q: 3 clusters Score -844302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -844308.937500 Penalty: 3091.327881
	Iteration 22Q: 3 clusters Score -844308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -844310.750000 Penalty: 3091.327881
	Iteration 23Q: 3 clusters Score -844310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -844311.000000 Penalty: 3091.327881
	Iteration 24Q: 3 clusters Score -844311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -844312.375000 Penalty: 3091.327881
	Iteration 25Q: 3 clusters Score -844312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -844312.375000 Penalty: 3091.327881
	Iteration 26F: 3 clusters Score -844312.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Entering Unmasked Estep 
Score: -300589.625000 Penalty: 1383.359985
	Iteration 0F: 2 clusters Score -300589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -296712.031250 Penalty: 2766.719971
	Iteration 0F: 3 clusters Score -296712 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -297750.718750 Penalty: 2766.719971
	Iteration 1F: 3 clusters Score -297750.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -297913.250000 Penalty: 2766.719971
	Iteration 2F: 3 clusters Score -297913.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -298041.406250 Penalty: 2766.719971
	Iteration 3F: 3 clusters Score -298041.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -298144.562500 Penalty: 2766.719971
	Iteration 4Q: 3 clusters Score -298144.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -298221.468750 Penalty: 2766.719971
	Iteration 5Q: 3 clusters Score -298221.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -298284.000000 Penalty: 2766.719971
	Iteration 6Q: 3 clusters Score -298284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -298329.531250 Penalty: 2766.719971
	Iteration 7Q: 3 clusters Score -298329.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -298366.375000 Penalty: 2766.719971
	Iteration 8Q: 3 clusters Score -298366.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -298409.593750 Penalty: 2766.719971
	Iteration 9Q: 3 clusters Score -298409.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -298455.000000 Penalty: 2766.719971
	Iteration 10Q: 3 clusters Score -298455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -298500.937500 Penalty: 2766.719971
	Iteration 11Q: 3 clusters Score -298500.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -298548.875000 Penalty: 2766.719971
	Iteration 12Q: 3 clusters Score -298548.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -298602.375000 Penalty: 2766.719971
	Iteration 13Q: 3 clusters Score -298602.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -298642.218750 Penalty: 2766.719971
	Iteration 14Q: 3 clusters Score -298642.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -298683.750000 Penalty: 2766.719971
	Iteration 15Q: 3 clusters Score -298683.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -298729.843750 Penalty: 2766.719971
	Iteration 16Q: 3 clusters Score -298729.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -298779.500000 Penalty: 2766.719971
	Iteration 17Q: 3 clusters Score -298779.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -298836.937500 Penalty: 2766.719971
	Iteration 18Q: 3 clusters Score -298836.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -298890.968750 Penalty: 2766.719971
	Iteration 19Q: 3 clusters Score -298891 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -298945.968750 Penalty: 2766.719971
	Iteration 20F: 3 clusters Score -298946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -298995.937500 Penalty: 2766.719971
	Iteration 21Q: 3 clusters Score -298995.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -299039.375000 Penalty: 2766.719971
	Iteration 22Q: 3 clusters Score -299039.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -299078.218750 Penalty: 2766.719971
	Iteration 23Q: 3 clusters Score -299078.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -299109.812500 Penalty: 2766.719971
	Iteration 24Q: 3 clusters Score -299109.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -299136.562500 Penalty: 2766.719971
	Iteration 25Q: 3 clusters Score -299136.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -299161.031250 Penalty: 2766.719971
	Iteration 26Q: 3 clusters Score -299161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -299185.562500 Penalty: 2766.719971
	Iteration 27Q: 3 clusters Score -299185.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -299209.625000 Penalty: 2766.719971
	Iteration 28Q: 3 clusters Score -299209.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -299228.562500 Penalty: 2766.719971
	Iteration 29Q: 3 clusters Score -299228.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -299239.781250 Penalty: 2766.719971
	Iteration 30Q: 3 clusters Score -299239.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -299247.781250 Penalty: 2766.719971
	Iteration 31Q: 3 clusters Score -299247.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -299254.312500 Penalty: 2766.719971
	Iteration 32Q: 3 clusters Score -299254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -299259.625000 Penalty: 2766.719971
	Iteration 33Q: 3 clusters Score -299259.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -299266.312500 Penalty: 2766.719971
	Iteration 34Q: 3 clusters Score -299266.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -299270.562500 Penalty: 2766.719971
	Iteration 35Q: 3 clusters Score -299270.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -299274.156250 Penalty: 2766.719971
	Iteration 36Q: 3 clusters Score -299274.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -299278.781250 Penalty: 2766.719971
	Iteration 37Q: 3 clusters Score -299278.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -299283.656250 Penalty: 2766.719971
	Iteration 38Q: 3 clusters Score -299283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -299287.906250 Penalty: 2766.719971
	Iteration 39Q: 3 clusters Score -299287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -299290.468750 Penalty: 2766.719971
	Iteration 40F: 3 clusters Score -299290.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -299291.468750 Penalty: 2766.719971
	Iteration 41Q: 3 clusters Score -299291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -299293.468750 Penalty: 2766.719971
	Iteration 42Q: 3 clusters Score -299293.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -299295.718750 Penalty: 2766.719971
	Iteration 43Q: 3 clusters Score -299295.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -299298.562500 Penalty: 2766.719971
	Iteration 44Q: 3 clusters Score -299298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -299302.718750 Penalty: 2766.719971
	Iteration 45Q: 3 clusters Score -299302.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -299304.875000 Penalty: 2766.719971
	Iteration 46Q: 3 clusters Score -299304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -299305.781250 Penalty: 2766.719971
	Iteration 47Q: 3 clusters Score -299305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -299305.781250 Penalty: 2766.719971
	Iteration 48Q: 3 clusters Score -299305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -299305.781250 Penalty: 2766.719971
	Iteration 49F: 3 clusters Score -299305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Entering Unmasked Estep 
Score: -1515031.125000 Penalty: 1639.761230
	Iteration 0F: 2 clusters Score -1515031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1498624.000000 Penalty: 3279.522461
	Iteration 0F: 3 clusters Score -1498624 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1504719.625000 Penalty: 3279.522461
	Iteration 1F: 3 clusters Score -1504720 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1505041.750000 Penalty: 3279.522461
	Iteration 2Q: 3 clusters Score -1505042 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1505301.625000 Penalty: 3279.522461
	Iteration 3Q: 3 clusters Score -1505302 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1505541.500000 Penalty: 3279.522461
	Iteration 4Q: 3 clusters Score -1505542 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1505717.500000 Penalty: 3279.522461
	Iteration 5Q: 3 clusters Score -1505718 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1505875.125000 Penalty: 3279.522461
	Iteration 6Q: 3 clusters Score -1505875 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1506031.875000 Penalty: 3279.522461
	Iteration 7Q: 3 clusters Score -1506032 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1506185.625000 Penalty: 3279.522461
	Iteration 8Q: 3 clusters Score -1506186 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1506328.125000 Penalty: 3279.522461
	Iteration 9Q: 3 clusters Score -1506328 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1506466.000000 Penalty: 3279.522461
	Iteration 10Q: 3 clusters Score -1506466 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1506603.125000 Penalty: 3279.522461
	Iteration 11Q: 3 clusters Score -1506603 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1506727.125000 Penalty: 3279.522461
	Iteration 12Q: 3 clusters Score -1506727 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1506860.750000 Penalty: 3279.522461
	Iteration 13Q: 3 clusters Score -1506861 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1506981.875000 Penalty: 3279.522461
	Iteration 14Q: 3 clusters Score -1506982 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1507134.375000 Penalty: 3279.522461
	Iteration 15Q: 3 clusters Score -1507134 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1507308.625000 Penalty: 3279.522461
	Iteration 16Q: 3 clusters Score -1507309 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1507503.125000 Penalty: 3279.522461
	Iteration 17Q: 3 clusters Score -1507503 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1507743.750000 Penalty: 3279.522461
	Iteration 18Q: 3 clusters Score -1507744 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1508044.000000 Penalty: 3279.522461
	Iteration 19Q: 3 clusters Score -1508044 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1508426.875000 Penalty: 3279.522461
	Iteration 20F: 3 clusters Score -1508427 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1508925.375000 Penalty: 3279.522461
	Iteration 21Q: 3 clusters Score -1508925 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1509540.875000 Penalty: 3279.522461
	Iteration 22Q: 3 clusters Score -1509541 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -1510170.000000 Penalty: 3279.522461
	Iteration 23Q: 3 clusters Score -1510170 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1510739.500000 Penalty: 3279.522461
	Iteration 24Q: 3 clusters Score -1510740 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -1511072.750000 Penalty: 3279.522461
	Iteration 25Q: 3 clusters Score -1511073 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1511320.750000 Penalty: 3279.522461
	Iteration 26Q: 3 clusters Score -1511321 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1511550.250000 Penalty: 3279.522461
	Iteration 27Q: 3 clusters Score -1511550 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -1511739.250000 Penalty: 3279.522461
	Iteration 28Q: 3 clusters Score -1511739 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -1511892.125000 Penalty: 3279.522461
	Iteration 29Q: 3 clusters Score -1511892 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -1512037.875000 Penalty: 3279.522461
	Iteration 30Q: 3 clusters Score -1512038 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -1512210.000000 Penalty: 3279.522461
	Iteration 31Q: 3 clusters Score -1512210 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -1512403.750000 Penalty: 3279.522461
	Iteration 32Q: 3 clusters Score -1512404 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -1512581.375000 Penalty: 3279.522461
	Iteration 33Q: 3 clusters Score -1512581 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -1512752.000000 Penalty: 3279.522461
	Iteration 34Q: 3 clusters Score -1512752 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -1512905.750000 Penalty: 3279.522461
	Iteration 35Q: 3 clusters Score -1512906 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -1513035.125000 Penalty: 3279.522461
	Iteration 36Q: 3 clusters Score -1513035 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -1513130.750000 Penalty: 3279.522461
	Iteration 37Q: 3 clusters Score -1513131 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -1513200.875000 Penalty: 3279.522461
	Iteration 38Q: 3 clusters Score -1513201 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -1513261.875000 Penalty: 3279.522461
	Iteration 39Q: 3 clusters Score -1513262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -1513303.125000 Penalty: 3279.522461
	Iteration 40F: 3 clusters Score -1513303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -1513338.875000 Penalty: 3279.522461
	Iteration 41Q: 3 clusters Score -1513339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -1513376.375000 Penalty: 3279.522461
	Iteration 42Q: 3 clusters Score -1513376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -1513399.500000 Penalty: 3279.522461
	Iteration 43Q: 3 clusters Score -1513400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -1513425.250000 Penalty: 3279.522461
	Iteration 44Q: 3 clusters Score -1513425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -1513444.500000 Penalty: 3279.522461
	Iteration 45Q: 3 clusters Score -1513444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -1513459.000000 Penalty: 3279.522461
	Iteration 46Q: 3 clusters Score -1513459 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -1513474.375000 Penalty: 3279.522461
	Iteration 47Q: 3 clusters Score -1513474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -1513487.875000 Penalty: 3279.522461
	Iteration 48Q: 3 clusters Score -1513488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -1513497.500000 Penalty: 3279.522461
	Iteration 49Q: 3 clusters Score -1513498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -1513508.250000 Penalty: 3279.522461
	Iteration 50Q: 3 clusters Score -1513508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -1513521.750000 Penalty: 3279.522461
	Iteration 51Q: 3 clusters Score -1513522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -1513528.500000 Penalty: 3279.522461
	Iteration 52Q: 3 clusters Score -1513528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -1513540.250000 Penalty: 3279.522461
	Iteration 53Q: 3 clusters Score -1513540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -1513554.875000 Penalty: 3279.522461
	Iteration 54Q: 3 clusters Score -1513555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -1513565.125000 Penalty: 3279.522461
	Iteration 55Q: 3 clusters Score -1513565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -1513569.000000 Penalty: 3279.522461
	Iteration 56Q: 3 clusters Score -1513569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -1513580.750000 Penalty: 3279.522461
	Iteration 57Q: 3 clusters Score -1513581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -1513592.000000 Penalty: 3279.522461
	Iteration 58Q: 3 clusters Score -1513592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -1513598.750000 Penalty: 3279.522461
	Iteration 59Q: 3 clusters Score -1513599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -1513607.750000 Penalty: 3279.522461
	Iteration 60F: 3 clusters Score -1513608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -1513614.125000 Penalty: 3279.522461
	Iteration 61Q: 3 clusters Score -1513614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -1513618.250000 Penalty: 3279.522461
	Iteration 62Q: 3 clusters Score -1513618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -1513625.625000 Penalty: 3279.522461
	Iteration 63Q: 3 clusters Score -1513626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -1513626.375000 Penalty: 3279.522461
	Iteration 64Q: 3 clusters Score -1513626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -1513624.375000 Penalty: 3279.522461
	Iteration 65Q: 3 clusters Score -1513624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -1513625.000000 Penalty: 3279.522461
	Iteration 66Q: 3 clusters Score -1513625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -1513625.000000 Penalty: 3279.522461
	Iteration 67F: 3 clusters Score -1513625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Entering Unmasked Estep 
Score: -401350.593750 Penalty: 1432.497559
	Iteration 0F: 2 clusters Score -401350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -396372.468750 Penalty: 2864.995117
	Iteration 0F: 3 clusters Score -396372.5 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -397857.593750 Penalty: 2864.995117
	Iteration 1F: 3 clusters Score -397857.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -398063.187500 Penalty: 2864.995117
	Iteration 2F: 3 clusters Score -398063.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -398261.031250 Penalty: 2864.995117
	Iteration 3F: 3 clusters Score -398261 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -398505.062500 Penalty: 2864.995117
	Iteration 4F: 3 clusters Score -398505.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -398701.937500 Penalty: 2864.995117
	Iteration 5F: 3 clusters Score -398701.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -398915.812500 Penalty: 2864.995117
	Iteration 6Q: 3 clusters Score -398915.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -399146.906250 Penalty: 2864.995117
	Iteration 7F: 3 clusters Score -399146.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -399385.500000 Penalty: 2864.995117
	Iteration 8F: 3 clusters Score -399385.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -399584.375000 Penalty: 2864.995117
	Iteration 9Q: 3 clusters Score -399584.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -399753.656250 Penalty: 2864.995117
	Iteration 10Q: 3 clusters Score -399753.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -399914.156250 Penalty: 2864.995117
	Iteration 11Q: 3 clusters Score -399914.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -400051.437500 Penalty: 2864.995117
	Iteration 12Q: 3 clusters Score -400051.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -400141.875000 Penalty: 2864.995117
	Iteration 13Q: 3 clusters Score -400141.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -400230.750000 Penalty: 2864.995117
	Iteration 14Q: 3 clusters Score -400230.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -400295.125000 Penalty: 2864.995117
	Iteration 15Q: 3 clusters Score -400295.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -400338.687500 Penalty: 2864.995117
	Iteration 16Q: 3 clusters Score -400338.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -400370.375000 Penalty: 2864.995117
	Iteration 17Q: 3 clusters Score -400370.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -400389.531250 Penalty: 2864.995117
	Iteration 18Q: 3 clusters Score -400389.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -400408.187500 Penalty: 2864.995117
	Iteration 19Q: 3 clusters Score -400408.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -400425.875000 Penalty: 2864.995117
	Iteration 20F: 3 clusters Score -400425.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -400442.031250 Penalty: 2864.995117
	Iteration 21Q: 3 clusters Score -400442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -400458.250000 Penalty: 2864.995117
	Iteration 22Q: 3 clusters Score -400458.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -400471.718750 Penalty: 2864.995117
	Iteration 23Q: 3 clusters Score -400471.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -400478.312500 Penalty: 2864.995117
	Iteration 24Q: 3 clusters Score -400478.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -400487.531250 Penalty: 2864.995117
	Iteration 25Q: 3 clusters Score -400487.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -400492.593750 Penalty: 2864.995117
	Iteration 26Q: 3 clusters Score -400492.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -400500.937500 Penalty: 2864.995117
	Iteration 27Q: 3 clusters Score -400500.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -400514.593750 Penalty: 2864.995117
	Iteration 28Q: 3 clusters Score -400514.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -400522.281250 Penalty: 2864.995117
	Iteration 29Q: 3 clusters Score -400522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -400524.656250 Penalty: 2864.995117
	Iteration 30Q: 3 clusters Score -400524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -400526.937500 Penalty: 2864.995117
	Iteration 31Q: 3 clusters Score -400526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -400527.250000 Penalty: 2864.995117
	Iteration 32Q: 3 clusters Score -400527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -400527.968750 Penalty: 2864.995117
	Iteration 33Q: 3 clusters Score -400528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -400527.968750 Penalty: 2864.995117
	Iteration 34F: 3 clusters Score -400528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -255444.125000 Penalty: 1359.459473
	Iteration 0F: 2 clusters Score -255444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -251896.843750 Penalty: 2718.918945
	Iteration 0F: 3 clusters Score -251896.8 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -252880.437500 Penalty: 2718.918945
	Iteration 1F: 3 clusters Score -252880.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -253058.281250 Penalty: 2718.918945
	Iteration 2F: 3 clusters Score -253058.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -253160.421875 Penalty: 2718.918945
	Iteration 3Q: 3 clusters Score -253160.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -253243.906250 Penalty: 2718.918945
	Iteration 4Q: 3 clusters Score -253243.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -253327.750000 Penalty: 2718.918945
	Iteration 5Q: 3 clusters Score -253327.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -253393.546875 Penalty: 2718.918945
	Iteration 6Q: 3 clusters Score -253393.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -253447.421875 Penalty: 2718.918945
	Iteration 7Q: 3 clusters Score -253447.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -253504.343750 Penalty: 2718.918945
	Iteration 8Q: 3 clusters Score -253504.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -253562.937500 Penalty: 2718.918945
	Iteration 9Q: 3 clusters Score -253562.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -253628.843750 Penalty: 2718.918945
	Iteration 10Q: 3 clusters Score -253628.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -253690.718750 Penalty: 2718.918945
	Iteration 11Q: 3 clusters Score -253690.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -253754.421875 Penalty: 2718.918945
	Iteration 12Q: 3 clusters Score -253754.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -253840.203125 Penalty: 2718.918945
	Iteration 13Q: 3 clusters Score -253840.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -253933.312500 Penalty: 2718.918945
	Iteration 14Q: 3 clusters Score -253933.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -254030.968750 Penalty: 2718.918945
	Iteration 15Q: 3 clusters Score -254031 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -254104.828125 Penalty: 2718.918945
	Iteration 16Q: 3 clusters Score -254104.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -254172.531250 Penalty: 2718.918945
	Iteration 17Q: 3 clusters Score -254172.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -254231.625000 Penalty: 2718.918945
	Iteration 18Q: 3 clusters Score -254231.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -254282.000000 Penalty: 2718.918945
	Iteration 19Q: 3 clusters Score -254282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -254328.281250 Penalty: 2718.918945
	Iteration 20F: 3 clusters Score -254328.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -254362.781250 Penalty: 2718.918945
	Iteration 21Q: 3 clusters Score -254362.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -254405.703125 Penalty: 2718.918945
	Iteration 22Q: 3 clusters Score -254405.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -254441.421875 Penalty: 2718.918945
	Iteration 23Q: 3 clusters Score -254441.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -254467.843750 Penalty: 2718.918945
	Iteration 24Q: 3 clusters Score -254467.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -254480.656250 Penalty: 2718.918945
	Iteration 25Q: 3 clusters Score -254480.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -254490.015625 Penalty: 2718.918945
	Iteration 26Q: 3 clusters Score -254490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -254496.109375 Penalty: 2718.918945
	Iteration 27Q: 3 clusters Score -254496.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -254501.703125 Penalty: 2718.918945
	Iteration 28Q: 3 clusters Score -254501.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -254504.296875 Penalty: 2718.918945
	Iteration 29Q: 3 clusters Score -254504.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -254506.312500 Penalty: 2718.918945
	Iteration 30Q: 3 clusters Score -254506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -254507.312500 Penalty: 2718.918945
	Iteration 31Q: 3 clusters Score -254507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -254508.859375 Penalty: 2718.918945
	Iteration 32Q: 3 clusters Score -254508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254510.359375 Penalty: 2718.918945
	Iteration 33Q: 3 clusters Score -254510.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -254512.109375 Penalty: 2718.918945
	Iteration 34Q: 3 clusters Score -254512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -254512.000000 Penalty: 2718.918945
	Iteration 35Q: 3 clusters Score -254512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -254512.000000 Penalty: 2718.918945
	Iteration 36F: 3 clusters Score -254512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Entering Unmasked Estep 
Score: -290725.312500 Penalty: 1377.342529
	Iteration 0F: 2 clusters Score -290725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -286847.343750 Penalty: 2754.685059
	Iteration 0F: 3 clusters Score -286847.3 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -287923.625000 Penalty: 2754.685059
	Iteration 1F: 3 clusters Score -287923.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -288102.781250 Penalty: 2754.685059
	Iteration 2F: 3 clusters Score -288102.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -288247.281250 Penalty: 2754.685059
	Iteration 3F: 3 clusters Score -288247.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -288371.906250 Penalty: 2754.685059
	Iteration 4Q: 3 clusters Score -288371.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -288470.031250 Penalty: 2754.685059
	Iteration 5Q: 3 clusters Score -288470 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -288553.375000 Penalty: 2754.685059
	Iteration 6Q: 3 clusters Score -288553.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -288639.000000 Penalty: 2754.685059
	Iteration 7Q: 3 clusters Score -288639 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -288729.562500 Penalty: 2754.685059
	Iteration 8Q: 3 clusters Score -288729.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -288835.187500 Penalty: 2754.685059
	Iteration 9Q: 3 clusters Score -288835.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -288944.375000 Penalty: 2754.685059
	Iteration 10Q: 3 clusters Score -288944.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -289023.343750 Penalty: 2754.685059
	Iteration 11Q: 3 clusters Score -289023.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -289083.937500 Penalty: 2754.685059
	Iteration 12Q: 3 clusters Score -289083.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -289122.750000 Penalty: 2754.685059
	Iteration 13Q: 3 clusters Score -289122.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -289156.593750 Penalty: 2754.685059
	Iteration 14Q: 3 clusters Score -289156.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -289186.125000 Penalty: 2754.685059
	Iteration 15Q: 3 clusters Score -289186.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -289218.531250 Penalty: 2754.685059
	Iteration 16Q: 3 clusters Score -289218.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -289244.718750 Penalty: 2754.685059
	Iteration 17Q: 3 clusters Score -289244.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -289288.437500 Penalty: 2754.685059
	Iteration 18Q: 3 clusters Score -289288.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -289338.843750 Penalty: 2754.685059
	Iteration 19Q: 3 clusters Score -289338.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -289375.562500 Penalty: 2754.685059
	Iteration 20F: 3 clusters Score -289375.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -289404.562500 Penalty: 2754.685059
	Iteration 21Q: 3 clusters Score -289404.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -289429.218750 Penalty: 2754.685059
	Iteration 22Q: 3 clusters Score -289429.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -289446.406250 Penalty: 2754.685059
	Iteration 23Q: 3 clusters Score -289446.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -289457.718750 Penalty: 2754.685059
	Iteration 24Q: 3 clusters Score -289457.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -289470.593750 Penalty: 2754.685059
	Iteration 25Q: 3 clusters Score -289470.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -289482.468750 Penalty: 2754.685059
	Iteration 26Q: 3 clusters Score -289482.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -289493.062500 Penalty: 2754.685059
	Iteration 27Q: 3 clusters Score -289493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -289498.718750 Penalty: 2754.685059
	Iteration 28Q: 3 clusters Score -289498.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -289503.250000 Penalty: 2754.685059
	Iteration 29Q: 3 clusters Score -289503.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -289506.843750 Penalty: 2754.685059
	Iteration 30Q: 3 clusters Score -289506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -289507.281250 Penalty: 2754.685059
	Iteration 31Q: 3 clusters Score -289507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -289508.781250 Penalty: 2754.685059
	Iteration 32Q: 3 clusters Score -289508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -289509.375000 Penalty: 2754.685059
	Iteration 33Q: 3 clusters Score -289509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -289510.968750 Penalty: 2754.685059
	Iteration 34Q: 3 clusters Score -289511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -289510.906250 Penalty: 2754.685059
	Iteration 35Q: 3 clusters Score -289510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -289511.343750 Penalty: 2754.685059
	Iteration 36Q: 3 clusters Score -289511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -289511.968750 Penalty: 2754.685059
	Iteration 37Q: 3 clusters Score -289512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -289511.968750 Penalty: 2754.685059
	Iteration 38F: 3 clusters Score -289512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -172743.421875 Penalty: 1306.729614
	Iteration 0F: 2 clusters Score -172743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -169998.078125 Penalty: 2613.459229
	Iteration 0F: 3 clusters Score -169998.1 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -170629.046875 Penalty: 2613.459229
	Iteration 1F: 3 clusters Score -170629 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -170797.281250 Penalty: 2613.459229
	Iteration 2F: 3 clusters Score -170797.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -170909.703125 Penalty: 2613.459229
	Iteration 3F: 3 clusters Score -170909.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -170995.843750 Penalty: 2613.459229
	Iteration 4Q: 3 clusters Score -170995.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -171059.265625 Penalty: 2613.459229
	Iteration 5Q: 3 clusters Score -171059.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -171121.640625 Penalty: 2613.459229
	Iteration 6Q: 3 clusters Score -171121.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -171192.906250 Penalty: 2613.459229
	Iteration 7Q: 3 clusters Score -171192.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -171286.671875 Penalty: 2613.459229
	Iteration 8Q: 3 clusters Score -171286.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -171386.953125 Penalty: 2613.459229
	Iteration 9Q: 3 clusters Score -171387 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -171511.234375 Penalty: 2613.459229
	Iteration 10Q: 3 clusters Score -171511.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -171630.515625 Penalty: 2613.459229
	Iteration 11Q: 3 clusters Score -171630.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -171701.015625 Penalty: 2613.459229
	Iteration 12Q: 3 clusters Score -171701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -171747.718750 Penalty: 2613.459229
	Iteration 13Q: 3 clusters Score -171747.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -171787.234375 Penalty: 2613.459229
	Iteration 14Q: 3 clusters Score -171787.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -171814.656250 Penalty: 2613.459229
	Iteration 15Q: 3 clusters Score -171814.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -171843.296875 Penalty: 2613.459229
	Iteration 16Q: 3 clusters Score -171843.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -171862.890625 Penalty: 2613.459229
	Iteration 17Q: 3 clusters Score -171862.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -171880.312500 Penalty: 2613.459229
	Iteration 18Q: 3 clusters Score -171880.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -171892.984375 Penalty: 2613.459229
	Iteration 19Q: 3 clusters Score -171893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -171900.593750 Penalty: 2613.459229
	Iteration 20F: 3 clusters Score -171900.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -171908.031250 Penalty: 2613.459229
	Iteration 21Q: 3 clusters Score -171908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -171912.281250 Penalty: 2613.459229
	Iteration 22Q: 3 clusters Score -171912.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -171917.843750 Penalty: 2613.459229
	Iteration 23Q: 3 clusters Score -171917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -171920.062500 Penalty: 2613.459229
	Iteration 24Q: 3 clusters Score -171920.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -171923.718750 Penalty: 2613.459229
	Iteration 25Q: 3 clusters Score -171923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -171925.765625 Penalty: 2613.459229
	Iteration 26Q: 3 clusters Score -171925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -171927.265625 Penalty: 2613.459229
	Iteration 27Q: 3 clusters Score -171927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -171927.968750 Penalty: 2613.459229
	Iteration 28Q: 3 clusters Score -171928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -171928.359375 Penalty: 2613.459229
	Iteration 29Q: 3 clusters Score -171928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -171929.468750 Penalty: 2613.459229
	Iteration 30Q: 3 clusters Score -171929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -171930.656250 Penalty: 2613.459229
	Iteration 31Q: 3 clusters Score -171930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -171931.671875 Penalty: 2613.459229
	Iteration 32Q: 3 clusters Score -171931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -171932.109375 Penalty: 2613.459229
	Iteration 33Q: 3 clusters Score -171932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -171932.156250 Penalty: 2613.459229
	Iteration 34Q: 3 clusters Score -171932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -171932.156250 Penalty: 2613.459229
	Iteration 35F: 3 clusters Score -171932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Entering Unmasked Estep 
Score: -1213377.250000 Penalty: 1604.392334
	Iteration 0F: 2 clusters Score -1213377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1200163.375000 Penalty: 3208.784668
	Iteration 0F: 3 clusters Score -1200163 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1204912.125000 Penalty: 3208.784668
	Iteration 1F: 3 clusters Score -1204912 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1205218.125000 Penalty: 3208.784668
	Iteration 2Q: 3 clusters Score -1205218 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1205517.625000 Penalty: 3208.784668
	Iteration 3Q: 3 clusters Score -1205518 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1205903.375000 Penalty: 3208.784668
	Iteration 4Q: 3 clusters Score -1205903 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1206421.000000 Penalty: 3208.784668
	Iteration 5Q: 3 clusters Score -1206421 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1207130.875000 Penalty: 3208.784668
	Iteration 6F: 3 clusters Score -1207131 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1208025.250000 Penalty: 3208.784668
	Iteration 7F: 3 clusters Score -1208025 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1208987.125000 Penalty: 3208.784668
	Iteration 8F: 3 clusters Score -1208987 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1209840.875000 Penalty: 3208.784668
	Iteration 9F: 3 clusters Score -1209841 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1210378.375000 Penalty: 3208.784668
	Iteration 10Q: 3 clusters Score -1210378 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1210621.875000 Penalty: 3208.784668
	Iteration 11Q: 3 clusters Score -1210622 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1210794.375000 Penalty: 3208.784668
	Iteration 12Q: 3 clusters Score -1210794 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1210922.625000 Penalty: 3208.784668
	Iteration 13Q: 3 clusters Score -1210923 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1211018.750000 Penalty: 3208.784668
	Iteration 14Q: 3 clusters Score -1211019 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1211106.875000 Penalty: 3208.784668
	Iteration 15Q: 3 clusters Score -1211107 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1211180.250000 Penalty: 3208.784668
	Iteration 16Q: 3 clusters Score -1211180 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1211231.750000 Penalty: 3208.784668
	Iteration 17Q: 3 clusters Score -1211232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1211271.125000 Penalty: 3208.784668
	Iteration 18Q: 3 clusters Score -1211271 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1211304.750000 Penalty: 3208.784668
	Iteration 19Q: 3 clusters Score -1211305 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1211338.750000 Penalty: 3208.784668
	Iteration 20F: 3 clusters Score -1211339 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1211365.875000 Penalty: 3208.784668
	Iteration 21Q: 3 clusters Score -1211366 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1211400.000000 Penalty: 3208.784668
	Iteration 22Q: 3 clusters Score -1211400 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1211429.750000 Penalty: 3208.784668
	Iteration 23Q: 3 clusters Score -1211430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1211454.500000 Penalty: 3208.784668
	Iteration 24Q: 3 clusters Score -1211454 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1211480.250000 Penalty: 3208.784668
	Iteration 25Q: 3 clusters Score -1211480 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1211506.125000 Penalty: 3208.784668
	Iteration 26Q: 3 clusters Score -1211506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1211541.375000 Penalty: 3208.784668
	Iteration 27Q: 3 clusters Score -1211541 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1211563.375000 Penalty: 3208.784668
	Iteration 28Q: 3 clusters Score -1211563 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1211589.000000 Penalty: 3208.784668
	Iteration 29Q: 3 clusters Score -1211589 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1211612.625000 Penalty: 3208.784668
	Iteration 30Q: 3 clusters Score -1211613 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1211634.250000 Penalty: 3208.784668
	Iteration 31Q: 3 clusters Score -1211634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1211648.250000 Penalty: 3208.784668
	Iteration 32Q: 3 clusters Score -1211648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1211657.875000 Penalty: 3208.784668
	Iteration 33Q: 3 clusters Score -1211658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1211672.875000 Penalty: 3208.784668
	Iteration 34Q: 3 clusters Score -1211673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1211680.875000 Penalty: 3208.784668
	Iteration 35Q: 3 clusters Score -1211681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1211690.375000 Penalty: 3208.784668
	Iteration 36Q: 3 clusters Score -1211690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1211703.125000 Penalty: 3208.784668
	Iteration 37Q: 3 clusters Score -1211703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1211715.625000 Penalty: 3208.784668
	Iteration 38Q: 3 clusters Score -1211716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1211723.250000 Penalty: 3208.784668
	Iteration 39Q: 3 clusters Score -1211723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1211736.250000 Penalty: 3208.784668
	Iteration 40F: 3 clusters Score -1211736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1211748.875000 Penalty: 3208.784668
	Iteration 41Q: 3 clusters Score -1211749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1211754.000000 Penalty: 3208.784668
	Iteration 42Q: 3 clusters Score -1211754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1211761.625000 Penalty: 3208.784668
	Iteration 43Q: 3 clusters Score -1211762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1211765.250000 Penalty: 3208.784668
	Iteration 44Q: 3 clusters Score -1211765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1211771.250000 Penalty: 3208.784668
	Iteration 45Q: 3 clusters Score -1211771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1211781.250000 Penalty: 3208.784668
	Iteration 46Q: 3 clusters Score -1211781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1211788.500000 Penalty: 3208.784668
	Iteration 47Q: 3 clusters Score -1211788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1211796.625000 Penalty: 3208.784668
	Iteration 48Q: 3 clusters Score -1211797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1211801.625000 Penalty: 3208.784668
	Iteration 49Q: 3 clusters Score -1211802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1211801.250000 Penalty: 3208.784668
	Iteration 50Q: 3 clusters Score -1211801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1211807.000000 Penalty: 3208.784668
	Iteration 51Q: 3 clusters Score -1211807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1211813.875000 Penalty: 3208.784668
	Iteration 52Q: 3 clusters Score -1211814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1211819.125000 Penalty: 3208.784668
	Iteration 53Q: 3 clusters Score -1211819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1211823.250000 Penalty: 3208.784668
	Iteration 54Q: 3 clusters Score -1211823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1211831.375000 Penalty: 3208.784668
	Iteration 55Q: 3 clusters Score -1211831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1211831.625000 Penalty: 3208.784668
	Iteration 56Q: 3 clusters Score -1211832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1211841.250000 Penalty: 3208.784668
	Iteration 57Q: 3 clusters Score -1211841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1211853.500000 Penalty: 3208.784668
	Iteration 58Q: 3 clusters Score -1211854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1211859.000000 Penalty: 3208.784668
	Iteration 59Q: 3 clusters Score -1211859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1211865.250000 Penalty: 3208.784668
	Iteration 60F: 3 clusters Score -1211865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1211877.000000 Penalty: 3208.784668
	Iteration 61Q: 3 clusters Score -1211877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1211880.875000 Penalty: 3208.784668
	Iteration 62Q: 3 clusters Score -1211881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1211888.625000 Penalty: 3208.784668
	Iteration 63Q: 3 clusters Score -1211889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1211896.750000 Penalty: 3208.784668
	Iteration 64Q: 3 clusters Score -1211897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1211905.250000 Penalty: 3208.784668
	Iteration 65Q: 3 clusters Score -1211905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1211913.375000 Penalty: 3208.784668
	Iteration 66Q: 3 clusters Score -1211913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1211913.250000 Penalty: 3208.784668
	Iteration 67Q: 3 clusters Score -1211913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1211923.750000 Penalty: 3208.784668
	Iteration 68Q: 3 clusters Score -1211924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1211932.625000 Penalty: 3208.784668
	Iteration 69Q: 3 clusters Score -1211933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1211936.250000 Penalty: 3208.784668
	Iteration 70Q: 3 clusters Score -1211936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1211940.750000 Penalty: 3208.784668
	Iteration 71Q: 3 clusters Score -1211941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1211947.625000 Penalty: 3208.784668
	Iteration 72Q: 3 clusters Score -1211948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1211960.625000 Penalty: 3208.784668
	Iteration 73Q: 3 clusters Score -1211961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1211964.375000 Penalty: 3208.784668
	Iteration 74Q: 3 clusters Score -1211964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1211967.250000 Penalty: 3208.784668
	Iteration 75Q: 3 clusters Score -1211967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1211971.875000 Penalty: 3208.784668
	Iteration 76Q: 3 clusters Score -1211972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1211974.625000 Penalty: 3208.784668
	Iteration 77Q: 3 clusters Score -1211975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1211982.375000 Penalty: 3208.784668
	Iteration 78Q: 3 clusters Score -1211982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1211985.125000 Penalty: 3208.784668
	Iteration 79Q: 3 clusters Score -1211985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1211986.375000 Penalty: 3208.784668
	Iteration 80F: 3 clusters Score -1211986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1211985.500000 Penalty: 3208.784668
	Iteration 81Q: 3 clusters Score -1211986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1211988.125000 Penalty: 3208.784668
	Iteration 82Q: 3 clusters Score -1211988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1211989.000000 Penalty: 3208.784668
	Iteration 83Q: 3 clusters Score -1211989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1211989.000000 Penalty: 3208.784668
	Iteration 84Q: 3 clusters Score -1211989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1211989.000000 Penalty: 3208.784668
	Iteration 85F: 3 clusters Score -1211989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Entering Unmasked Estep 
Score: -397129.281250 Penalty: 1429.011353
	Iteration 0F: 2 clusters Score -397129.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -392173.531250 Penalty: 2858.022705
	Iteration 0F: 3 clusters Score -392173.5 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -393608.687500 Penalty: 2858.022705
	Iteration 1F: 3 clusters Score -393608.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -393767.968750 Penalty: 2858.022705
	Iteration 2F: 3 clusters Score -393768 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -393888.750000 Penalty: 2858.022705
	Iteration 3Q: 3 clusters Score -393888.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -393973.812500 Penalty: 2858.022705
	Iteration 4Q: 3 clusters Score -393973.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -394038.812500 Penalty: 2858.022705
	Iteration 5Q: 3 clusters Score -394038.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -394102.281250 Penalty: 2858.022705
	Iteration 6Q: 3 clusters Score -394102.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -394162.187500 Penalty: 2858.022705
	Iteration 7Q: 3 clusters Score -394162.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -394232.593750 Penalty: 2858.022705
	Iteration 8Q: 3 clusters Score -394232.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -394296.468750 Penalty: 2858.022705
	Iteration 9Q: 3 clusters Score -394296.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -394363.875000 Penalty: 2858.022705
	Iteration 10Q: 3 clusters Score -394363.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -394448.156250 Penalty: 2858.022705
	Iteration 11Q: 3 clusters Score -394448.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -394540.156250 Penalty: 2858.022705
	Iteration 12Q: 3 clusters Score -394540.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -394667.375000 Penalty: 2858.022705
	Iteration 13Q: 3 clusters Score -394667.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -394850.718750 Penalty: 2858.022705
	Iteration 14Q: 3 clusters Score -394850.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -395035.500000 Penalty: 2858.022705
	Iteration 15Q: 3 clusters Score -395035.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -395228.343750 Penalty: 2858.022705
	Iteration 16Q: 3 clusters Score -395228.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -395403.187500 Penalty: 2858.022705
	Iteration 17Q: 3 clusters Score -395403.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -395557.656250 Penalty: 2858.022705
	Iteration 18Q: 3 clusters Score -395557.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -395645.468750 Penalty: 2858.022705
	Iteration 19Q: 3 clusters Score -395645.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -395708.531250 Penalty: 2858.022705
	Iteration 20F: 3 clusters Score -395708.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -395748.500000 Penalty: 2858.022705
	Iteration 21Q: 3 clusters Score -395748.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -395776.718750 Penalty: 2858.022705
	Iteration 22Q: 3 clusters Score -395776.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -395797.875000 Penalty: 2858.022705
	Iteration 23Q: 3 clusters Score -395797.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -395815.781250 Penalty: 2858.022705
	Iteration 24Q: 3 clusters Score -395815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -395826.906250 Penalty: 2858.022705
	Iteration 25Q: 3 clusters Score -395826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -395833.531250 Penalty: 2858.022705
	Iteration 26Q: 3 clusters Score -395833.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -395841.375000 Penalty: 2858.022705
	Iteration 27Q: 3 clusters Score -395841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -395849.593750 Penalty: 2858.022705
	Iteration 28Q: 3 clusters Score -395849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -395857.281250 Penalty: 2858.022705
	Iteration 29Q: 3 clusters Score -395857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -395865.156250 Penalty: 2858.022705
	Iteration 30Q: 3 clusters Score -395865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -395869.906250 Penalty: 2858.022705
	Iteration 31Q: 3 clusters Score -395869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -395872.031250 Penalty: 2858.022705
	Iteration 32Q: 3 clusters Score -395872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -395874.281250 Penalty: 2858.022705
	Iteration 33Q: 3 clusters Score -395874.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -395874.281250 Penalty: 2858.022705
	Iteration 34F: 3 clusters Score -395874.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Entering Unmasked Estep 
Score: -209938.265625 Penalty: 1330.661987
	Iteration 0F: 2 clusters Score -209938.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -206863.515625 Penalty: 2661.323975
	Iteration 0F: 3 clusters Score -206863.5 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -207778.671875 Penalty: 2661.323975
	Iteration 1F: 3 clusters Score -207778.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -208139.625000 Penalty: 2661.323975
	Iteration 2F: 3 clusters Score -208139.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -208497.671875 Penalty: 2661.323975
	Iteration 3F: 3 clusters Score -208497.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -208789.750000 Penalty: 2661.323975
	Iteration 4F: 3 clusters Score -208789.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -208995.375000 Penalty: 2661.323975
	Iteration 5F: 3 clusters Score -208995.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -209118.953125 Penalty: 2661.323975
	Iteration 6Q: 3 clusters Score -209119 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -209185.343750 Penalty: 2661.323975
	Iteration 7Q: 3 clusters Score -209185.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -209237.734375 Penalty: 2661.323975
	Iteration 8Q: 3 clusters Score -209237.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -209265.187500 Penalty: 2661.323975
	Iteration 9Q: 3 clusters Score -209265.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -209297.953125 Penalty: 2661.323975
	Iteration 10Q: 3 clusters Score -209298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -209324.531250 Penalty: 2661.323975
	Iteration 11Q: 3 clusters Score -209324.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209351.093750 Penalty: 2661.323975
	Iteration 12Q: 3 clusters Score -209351.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -209371.812500 Penalty: 2661.323975
	Iteration 13Q: 3 clusters Score -209371.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -209392.109375 Penalty: 2661.323975
	Iteration 14Q: 3 clusters Score -209392.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -209407.875000 Penalty: 2661.323975
	Iteration 15Q: 3 clusters Score -209407.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -209421.250000 Penalty: 2661.323975
	Iteration 16Q: 3 clusters Score -209421.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -209433.281250 Penalty: 2661.323975
	Iteration 17Q: 3 clusters Score -209433.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -209446.015625 Penalty: 2661.323975
	Iteration 18Q: 3 clusters Score -209446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209464.031250 Penalty: 2661.323975
	Iteration 19Q: 3 clusters Score -209464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209480.593750 Penalty: 2661.323975
	Iteration 20F: 3 clusters Score -209480.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -209499.140625 Penalty: 2661.323975
	Iteration 21Q: 3 clusters Score -209499.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -209518.078125 Penalty: 2661.323975
	Iteration 22Q: 3 clusters Score -209518.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -209534.593750 Penalty: 2661.323975
	Iteration 23Q: 3 clusters Score -209534.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -209541.140625 Penalty: 2661.323975
	Iteration 24Q: 3 clusters Score -209541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209545.984375 Penalty: 2661.323975
	Iteration 25Q: 3 clusters Score -209546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -209549.890625 Penalty: 2661.323975
	Iteration 26Q: 3 clusters Score -209549.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -209556.046875 Penalty: 2661.323975
	Iteration 27Q: 3 clusters Score -209556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -209559.265625 Penalty: 2661.323975
	Iteration 28Q: 3 clusters Score -209559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -209560.046875 Penalty: 2661.323975
	Iteration 29Q: 3 clusters Score -209560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -209560.140625 Penalty: 2661.323975
	Iteration 30Q: 3 clusters Score -209560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -209560.968750 Penalty: 2661.323975
	Iteration 31Q: 3 clusters Score -209561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -209560.968750 Penalty: 2661.323975
	Iteration 32F: 3 clusters Score -209561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Entering Unmasked Estep 
Score: -1826223.000000 Penalty: 1675.031372
	Iteration 0F: 2 clusters Score -1826223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1805941.875000 Penalty: 3350.062744
	Iteration 0F: 3 clusters Score -1805942 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1813653.500000 Penalty: 3350.062744
	Iteration 1F: 3 clusters Score -1813654 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1814126.375000 Penalty: 3350.062744
	Iteration 2Q: 3 clusters Score -1814126 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1814708.875000 Penalty: 3350.062744
	Iteration 3Q: 3 clusters Score -1814709 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1815450.750000 Penalty: 3350.062744
	Iteration 4Q: 3 clusters Score -1815451 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1816329.875000 Penalty: 3350.062744
	Iteration 5F: 3 clusters Score -1816330 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1817395.000000 Penalty: 3350.062744
	Iteration 6F: 3 clusters Score -1817395 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1818691.750000 Penalty: 3350.062744
	Iteration 7F: 3 clusters Score -1818692 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1820305.500000 Penalty: 3350.062744
	Iteration 8F: 3 clusters Score -1820306 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1822089.875000 Penalty: 3350.062744
	Iteration 9F: 3 clusters Score -1822090 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1823655.250000 Penalty: 3350.062744
	Iteration 10F: 3 clusters Score -1823655 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1824494.625000 Penalty: 3350.062744
	Iteration 11Q: 3 clusters Score -1824495 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1824934.250000 Penalty: 3350.062744
	Iteration 12Q: 3 clusters Score -1824934 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1825145.125000 Penalty: 3350.062744
	Iteration 13Q: 3 clusters Score -1825145 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1825254.000000 Penalty: 3350.062744
	Iteration 14Q: 3 clusters Score -1825254 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1825314.500000 Penalty: 3350.062744
	Iteration 15Q: 3 clusters Score -1825314 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1825371.250000 Penalty: 3350.062744
	Iteration 16Q: 3 clusters Score -1825371 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1825411.875000 Penalty: 3350.062744
	Iteration 17Q: 3 clusters Score -1825412 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1825428.375000 Penalty: 3350.062744
	Iteration 18Q: 3 clusters Score -1825428 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1825451.625000 Penalty: 3350.062744
	Iteration 19Q: 3 clusters Score -1825452 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1825472.000000 Penalty: 3350.062744
	Iteration 20F: 3 clusters Score -1825472 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1825480.500000 Penalty: 3350.062744
	Iteration 21Q: 3 clusters Score -1825480 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1825490.875000 Penalty: 3350.062744
	Iteration 22Q: 3 clusters Score -1825491 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1825496.000000 Penalty: 3350.062744
	Iteration 23Q: 3 clusters Score -1825496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1825508.750000 Penalty: 3350.062744
	Iteration 24Q: 3 clusters Score -1825509 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1825512.875000 Penalty: 3350.062744
	Iteration 25Q: 3 clusters Score -1825513 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1825525.875000 Penalty: 3350.062744
	Iteration 26Q: 3 clusters Score -1825526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1825532.000000 Penalty: 3350.062744
	Iteration 27Q: 3 clusters Score -1825532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1825536.875000 Penalty: 3350.062744
	Iteration 28Q: 3 clusters Score -1825537 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1825541.750000 Penalty: 3350.062744
	Iteration 29Q: 3 clusters Score -1825542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1825552.000000 Penalty: 3350.062744
	Iteration 30Q: 3 clusters Score -1825552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1825553.750000 Penalty: 3350.062744
	Iteration 31Q: 3 clusters Score -1825554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1825553.875000 Penalty: 3350.062744
	Iteration 32Q: 3 clusters Score -1825554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1825561.500000 Penalty: 3350.062744
	Iteration 33Q: 3 clusters Score -1825562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1825560.625000 Penalty: 3350.062744
	Iteration 34Q: 3 clusters Score -1825561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1825565.625000 Penalty: 3350.062744
	Iteration 35Q: 3 clusters Score -1825566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1825565.500000 Penalty: 3350.062744
	Iteration 36Q: 3 clusters Score -1825566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1825570.125000 Penalty: 3350.062744
	Iteration 37Q: 3 clusters Score -1825570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1825572.000000 Penalty: 3350.062744
	Iteration 38Q: 3 clusters Score -1825572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1825576.250000 Penalty: 3350.062744
	Iteration 39Q: 3 clusters Score -1825576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1825578.500000 Penalty: 3350.062744
	Iteration 40F: 3 clusters Score -1825578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1825577.375000 Penalty: 3350.062744
	Iteration 41Q: 3 clusters Score -1825577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1825580.875000 Penalty: 3350.062744
	Iteration 42Q: 3 clusters Score -1825581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1825582.000000 Penalty: 3350.062744
	Iteration 43Q: 3 clusters Score -1825582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1825580.750000 Penalty: 3350.062744
	Iteration 44Q: 3 clusters Score -1825581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1825582.500000 Penalty: 3350.062744
	Iteration 45Q: 3 clusters Score -1825582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1825580.000000 Penalty: 3350.062744
	Iteration 46Q: 3 clusters Score -1825580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1825585.250000 Penalty: 3350.062744
	Iteration 47Q: 3 clusters Score -1825585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1825585.625000 Penalty: 3350.062744
	Iteration 48Q: 3 clusters Score -1825586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1825591.000000 Penalty: 3350.062744
	Iteration 49Q: 3 clusters Score -1825591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1825593.375000 Penalty: 3350.062744
	Iteration 50Q: 3 clusters Score -1825593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1825595.000000 Penalty: 3350.062744
	Iteration 51Q: 3 clusters Score -1825595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1825595.500000 Penalty: 3350.062744
	Iteration 52Q: 3 clusters Score -1825596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1825591.000000 Penalty: 3350.062744
	Iteration 53Q: 3 clusters Score -1825591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1825592.500000 Penalty: 3350.062744
	Iteration 54Q: 3 clusters Score -1825592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1825590.625000 Penalty: 3350.062744
	Iteration 55Q: 3 clusters Score -1825591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1825592.875000 Penalty: 3350.062744
	Iteration 56Q: 3 clusters Score -1825593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1825597.000000 Penalty: 3350.062744
	Iteration 57Q: 3 clusters Score -1825597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1825596.250000 Penalty: 3350.062744
	Iteration 58Q: 3 clusters Score -1825596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1825601.125000 Penalty: 3350.062744
	Iteration 59Q: 3 clusters Score -1825601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1825604.125000 Penalty: 3350.062744
	Iteration 60F: 3 clusters Score -1825604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1825608.625000 Penalty: 3350.062744
	Iteration 61Q: 3 clusters Score -1825609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1825612.625000 Penalty: 3350.062744
	Iteration 62Q: 3 clusters Score -1825613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1825611.750000 Penalty: 3350.062744
	Iteration 63Q: 3 clusters Score -1825612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1825614.000000 Penalty: 3350.062744
	Iteration 64Q: 3 clusters Score -1825614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1825618.750000 Penalty: 3350.062744
	Iteration 65Q: 3 clusters Score -1825619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1825618.625000 Penalty: 3350.062744
	Iteration 66Q: 3 clusters Score -1825619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1825626.750000 Penalty: 3350.062744
	Iteration 67Q: 3 clusters Score -1825627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1825631.250000 Penalty: 3350.062744
	Iteration 68Q: 3 clusters Score -1825631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1825640.750000 Penalty: 3350.062744
	Iteration 69Q: 3 clusters Score -1825641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1825641.750000 Penalty: 3350.062744
	Iteration 70Q: 3 clusters Score -1825642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1825639.875000 Penalty: 3350.062744
	Iteration 71Q: 3 clusters Score -1825640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1825638.875000 Penalty: 3350.062744
	Iteration 72Q: 3 clusters Score -1825639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1825642.000000 Penalty: 3350.062744
	Iteration 73Q: 3 clusters Score -1825642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1825642.000000 Penalty: 3350.062744
	Iteration 74Q: 3 clusters Score -1825642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1825643.625000 Penalty: 3350.062744
	Iteration 75Q: 3 clusters Score -1825644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1825644.375000 Penalty: 3350.062744
	Iteration 76Q: 3 clusters Score -1825644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1825646.500000 Penalty: 3350.062744
	Iteration 77Q: 3 clusters Score -1825646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1825646.375000 Penalty: 3350.062744
	Iteration 78Q: 3 clusters Score -1825646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1825647.125000 Penalty: 3350.062744
	Iteration 79Q: 3 clusters Score -1825647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1825644.125000 Penalty: 3350.062744
	Iteration 80F: 3 clusters Score -1825644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1825646.000000 Penalty: 3350.062744
	Iteration 81Q: 3 clusters Score -1825646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1825644.750000 Penalty: 3350.062744
	Iteration 82Q: 3 clusters Score -1825645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1825643.125000 Penalty: 3350.062744
	Iteration 83Q: 3 clusters Score -1825643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1825644.000000 Penalty: 3350.062744
	Iteration 84Q: 3 clusters Score -1825644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1825644.625000 Penalty: 3350.062744
	Iteration 85Q: 3 clusters Score -1825645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1825642.500000 Penalty: 3350.062744
	Iteration 86Q: 3 clusters Score -1825642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1825645.375000 Penalty: 3350.062744
	Iteration 87Q: 3 clusters Score -1825645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1825644.125000 Penalty: 3350.062744
	Iteration 88Q: 3 clusters Score -1825644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1825644.125000 Penalty: 3350.062744
	Iteration 89F: 3 clusters Score -1825644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (103535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103535 members 
Entering Unmasked Estep 
Score: -6383611.000000 Penalty: 1876.495483
	Iteration 0F: 2 clusters Score -6383611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -6313954.000000 Penalty: 3752.990967
	Iteration 0F: 3 clusters Score -6313954 nChanged 49699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -6342749.000000 Penalty: 3752.990967
	Iteration 1F: 3 clusters Score -6342749 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -6343352.500000 Penalty: 3752.990967
	Iteration 2Q: 3 clusters Score -6343352 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -6344139.000000 Penalty: 3752.990967
	Iteration 3Q: 3 clusters Score -6344139 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -6345267.500000 Penalty: 3752.990967
	Iteration 4Q: 3 clusters Score -6345268 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -6347187.000000 Penalty: 3752.990967
	Iteration 5Q: 3 clusters Score -6347187 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -6350816.500000 Penalty: 3752.990967
	Iteration 6F: 3 clusters Score -6350816 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -6357075.500000 Penalty: 3752.990967
	Iteration 7F: 3 clusters Score -6357076 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -6365879.500000 Penalty: 3752.990967
	Iteration 8F: 3 clusters Score -6365880 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95411 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -6374268.500000 Penalty: 3752.990967
	Iteration 9F: 3 clusters Score -6374268 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -6379284.500000 Penalty: 3752.990967
	Iteration 10Q: 3 clusters Score -6379284 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6381088.500000 Penalty: 3752.990967
	Iteration 11Q: 3 clusters Score -6381088 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103103 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6381680.500000 Penalty: 3752.990967
	Iteration 12Q: 3 clusters Score -6381680 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6381881.000000 Penalty: 3752.990967
	Iteration 13Q: 3 clusters Score -6381881 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6381947.000000 Penalty: 3752.990967
	Iteration 14Q: 3 clusters Score -6381947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6381978.000000 Penalty: 3752.990967
	Iteration 15Q: 3 clusters Score -6381978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103337 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6381998.000000 Penalty: 3752.990967
	Iteration 16Q: 3 clusters Score -6381998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6382007.500000 Penalty: 3752.990967
	Iteration 17Q: 3 clusters Score -6382008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6382019.500000 Penalty: 3752.990967
	Iteration 18Q: 3 clusters Score -6382020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103347 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6382030.000000 Penalty: 3752.990967
	Iteration 19Q: 3 clusters Score -6382030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103347 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6382034.000000 Penalty: 3752.990967
	Iteration 20F: 3 clusters Score -6382034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6382041.000000 Penalty: 3752.990967
	Iteration 21Q: 3 clusters Score -6382041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6382047.500000 Penalty: 3752.990967
	Iteration 22Q: 3 clusters Score -6382048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6382045.000000 Penalty: 3752.990967
	Iteration 23Q: 3 clusters Score -6382045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6382048.000000 Penalty: 3752.990967
	Iteration 24Q: 3 clusters Score -6382048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6382048.000000 Penalty: 3752.990967
	Iteration 25F: 3 clusters Score -6382048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -99041.875000 Penalty: 1213.633423
	Iteration 0F: 2 clusters Score -99041.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -97175.476562 Penalty: 2427.266846
	Iteration 0F: 3 clusters Score -97175.48 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -97571.343750 Penalty: 2427.266846
	Iteration 1F: 3 clusters Score -97571.34 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -97665.828125 Penalty: 2427.266846
	Iteration 2F: 3 clusters Score -97665.83 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -97727.562500 Penalty: 2427.266846
	Iteration 3Q: 3 clusters Score -97727.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -97764.234375 Penalty: 2427.266846
	Iteration 4Q: 3 clusters Score -97764.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -97781.875000 Penalty: 2427.266846
	Iteration 5Q: 3 clusters Score -97781.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -97789.929688 Penalty: 2427.266846
	Iteration 6Q: 3 clusters Score -97789.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -97798.984375 Penalty: 2427.266846
	Iteration 7Q: 3 clusters Score -97798.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -97806.343750 Penalty: 2427.266846
	Iteration 8Q: 3 clusters Score -97806.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -97811.640625 Penalty: 2427.266846
	Iteration 9Q: 3 clusters Score -97811.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -97813.468750 Penalty: 2427.266846
	Iteration 10Q: 3 clusters Score -97813.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -97815.718750 Penalty: 2427.266846
	Iteration 11Q: 3 clusters Score -97815.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -97818.039062 Penalty: 2427.266846
	Iteration 12Q: 3 clusters Score -97818.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -97820.296875 Penalty: 2427.266846
	Iteration 13Q: 3 clusters Score -97820.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -97825.343750 Penalty: 2427.266846
	Iteration 14Q: 3 clusters Score -97825.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -97834.062500 Penalty: 2427.266846
	Iteration 15Q: 3 clusters Score -97834.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -97837.429688 Penalty: 2427.266846
	Iteration 16Q: 3 clusters Score -97837.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -97842.609375 Penalty: 2427.266846
	Iteration 17Q: 3 clusters Score -97842.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -97849.039062 Penalty: 2427.266846
	Iteration 18Q: 3 clusters Score -97849.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -97853.304688 Penalty: 2427.266846
	Iteration 19Q: 3 clusters Score -97853.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -97857.328125 Penalty: 2427.266846
	Iteration 20F: 3 clusters Score -97857.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -97864.390625 Penalty: 2427.266846
	Iteration 21Q: 3 clusters Score -97864.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -97872.031250 Penalty: 2427.266846
	Iteration 22Q: 3 clusters Score -97872.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -97883.484375 Penalty: 2427.266846
	Iteration 23Q: 3 clusters Score -97883.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -97891.109375 Penalty: 2427.266846
	Iteration 24Q: 3 clusters Score -97891.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -97901.906250 Penalty: 2427.266846
	Iteration 25Q: 3 clusters Score -97901.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -97917.429688 Penalty: 2427.266846
	Iteration 26Q: 3 clusters Score -97917.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -97929.976562 Penalty: 2427.266846
	Iteration 27Q: 3 clusters Score -97929.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -97947.281250 Penalty: 2427.266846
	Iteration 28Q: 3 clusters Score -97947.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -97963.585938 Penalty: 2427.266846
	Iteration 29Q: 3 clusters Score -97963.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -97978.250000 Penalty: 2427.266846
	Iteration 30Q: 3 clusters Score -97978.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -97995.367188 Penalty: 2427.266846
	Iteration 31Q: 3 clusters Score -97995.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -98006.375000 Penalty: 2427.266846
	Iteration 32Q: 3 clusters Score -98006.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -98015.937500 Penalty: 2427.266846
	Iteration 33Q: 3 clusters Score -98015.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -98026.937500 Penalty: 2427.266846
	Iteration 34Q: 3 clusters Score -98026.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -98035.945312 Penalty: 2427.266846
	Iteration 35Q: 3 clusters Score -98035.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -98040.476562 Penalty: 2427.266846
	Iteration 36Q: 3 clusters Score -98040.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -98045.828125 Penalty: 2427.266846
	Iteration 37Q: 3 clusters Score -98045.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -98049.343750 Penalty: 2427.266846
	Iteration 38Q: 3 clusters Score -98049.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -98052.500000 Penalty: 2427.266846
	Iteration 39Q: 3 clusters Score -98052.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -98054.140625 Penalty: 2427.266846
	Iteration 40F: 3 clusters Score -98054.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -98055.750000 Penalty: 2427.266846
	Iteration 41Q: 3 clusters Score -98055.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -98057.648438 Penalty: 2427.266846
	Iteration 42Q: 3 clusters Score -98057.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -98059.101562 Penalty: 2427.266846
	Iteration 43Q: 3 clusters Score -98059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -98061.062500 Penalty: 2427.266846
	Iteration 44Q: 3 clusters Score -98061.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -98063.164062 Penalty: 2427.266846
	Iteration 45Q: 3 clusters Score -98063.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -98064.539062 Penalty: 2427.266846
	Iteration 46Q: 3 clusters Score -98064.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -98065.804688 Penalty: 2427.266846
	Iteration 47Q: 3 clusters Score -98065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -98067.695312 Penalty: 2427.266846
	Iteration 48Q: 3 clusters Score -98067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -98068.031250 Penalty: 2427.266846
	Iteration 49Q: 3 clusters Score -98068.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -98068.976562 Penalty: 2427.266846
	Iteration 50Q: 3 clusters Score -98068.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -98068.976562 Penalty: 2427.266846
	Iteration 51F: 3 clusters Score -98068.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111393 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 29481 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 9626 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 7731 members 
Mstep: Class 10 contains 26883 members 
Mstep: Class 11 contains 8995 members 
Mstep: Class 12 contains 13518 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24121 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4798 members 
Mstep: Class 18 contains 3107 members 
Mstep: Class 19 contains 19403 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 3600 members 
Mstep: Class 22 contains 29968 members 
Mstep: Class 23 contains 103535 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952894.000000 Penalty: 50839.187500
Iteration 119Q: 25 clusters Score -2.695289e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10110 members 
Mstep: Class 4 contains 15846 members 
Mstep: Class 5 contains 29481 members 
Mstep: Class 6 contains 2913 members 
Mstep: Class 7 contains 9628 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 26893 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 13515 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24113 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4794 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 19372 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 3600 members 
Mstep: Class 22 contains 29965 members 
Mstep: Class 23 contains 103528 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952910.000000 Penalty: 50839.187500
Iteration 120F: 25 clusters Score -2.695291e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111462 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10102 members 
Mstep: Class 4 contains 15857 members 
Mstep: Class 5 contains 29480 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9630 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 26904 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 13514 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24106 members 
Mstep: Class 15 contains 6735 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4792 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19348 members 
Mstep: Class 20 contains 6595 members 
Mstep: Class 21 contains 3600 members 
Mstep: Class 22 contains 29961 members 
Mstep: Class 23 contains 103523 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952912.000000 Penalty: 50839.187500
Iteration 121Q: 25 clusters Score -2.695291e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10098 members 
Mstep: Class 4 contains 15868 members 
Mstep: Class 5 contains 29480 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 7730 members 
Mstep: Class 10 contains 26913 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 13513 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24099 members 
Mstep: Class 15 contains 6735 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4793 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 19323 members 
Mstep: Class 20 contains 6595 members 
Mstep: Class 21 contains 3598 members 
Mstep: Class 22 contains 29959 members 
Mstep: Class 23 contains 103520 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953002.000000 Penalty: 50839.187500
Iteration 122Q: 25 clusters Score -2.6953e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111500 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10096 members 
Mstep: Class 4 contains 15878 members 
Mstep: Class 5 contains 29481 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 7734 members 
Mstep: Class 10 contains 26927 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24095 members 
Mstep: Class 15 contains 6735 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 17 contains 4791 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19301 members 
Mstep: Class 20 contains 6595 members 
Mstep: Class 21 contains 3597 members 
Mstep: Class 22 contains 29955 members 
Mstep: Class 23 contains 103514 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952982.000000 Penalty: 50839.187500
Iteration 123Q: 25 clusters Score -2.695298e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10094 members 
Mstep: Class 4 contains 15885 members 
Mstep: Class 5 contains 29481 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9636 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 7736 members 
Mstep: Class 10 contains 26939 members 
Mstep: Class 11 contains 8990 members 
Mstep: Class 12 contains 13511 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24097 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 17 contains 4787 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 6595 members 
Mstep: Class 21 contains 3596 members 
Mstep: Class 22 contains 29950 members 
Mstep: Class 23 contains 103515 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953004.000000 Penalty: 50839.187500
Iteration 124Q: 25 clusters Score -2.6953e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111537 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10092 members 
Mstep: Class 4 contains 15889 members 
Mstep: Class 5 contains 29480 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9636 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 7739 members 
Mstep: Class 10 contains 26951 members 
Mstep: Class 11 contains 8988 members 
Mstep: Class 12 contains 13508 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24094 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 17 contains 4782 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19252 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 3593 members 
Mstep: Class 22 contains 29950 members 
Mstep: Class 23 contains 103514 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953050.000000 Penalty: 50839.187500
Iteration 125Q: 25 clusters Score -2.695305e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111549 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 15896 members 
Mstep: Class 5 contains 29478 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 26964 members 
Mstep: Class 11 contains 8989 members 
Mstep: Class 12 contains 13507 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24093 members 
Mstep: Class 15 contains 6735 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4775 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 19234 members 
Mstep: Class 20 contains 6595 members 
Mstep: Class 21 contains 3591 members 
Mstep: Class 22 contains 29949 members 
Mstep: Class 23 contains 103516 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953002.000000 Penalty: 50839.187500
Iteration 126Q: 25 clusters Score -2.6953e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111559 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10092 members 
Mstep: Class 4 contains 15903 members 
Mstep: Class 5 contains 29477 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9639 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 7741 members 
Mstep: Class 10 contains 26971 members 
Mstep: Class 11 contains 8985 members 
Mstep: Class 12 contains 13504 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 24092 members 
Mstep: Class 15 contains 6734 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 6595 members 
Mstep: Class 21 contains 3590 members 
Mstep: Class 22 contains 29946 members 
Mstep: Class 23 contains 103518 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953028.000000 Penalty: 50839.187500
Iteration 127Q: 25 clusters Score -2.695303e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111563 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10093 members 
Mstep: Class 4 contains 15910 members 
Mstep: Class 5 contains 29476 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9643 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 26975 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 13 contains 4980 members 
Mstep: Class 14 contains 24092 members 
Mstep: Class 15 contains 6733 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19206 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 3589 members 
Mstep: Class 22 contains 29940 members 
Mstep: Class 23 contains 103523 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953012.000000 Penalty: 50839.187500
Iteration 128Q: 25 clusters Score -2.695301e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10091 members 
Mstep: Class 4 contains 15914 members 
Mstep: Class 5 contains 29475 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9645 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 26984 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4981 members 
Mstep: Class 14 contains 24086 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19193 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 29935 members 
Mstep: Class 23 contains 103525 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952968.000000 Penalty: 50839.187500
Iteration 129Q: 25 clusters Score -2.695297e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111593 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10089 members 
Mstep: Class 4 contains 15920 members 
Mstep: Class 5 contains 29474 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 7741 members 
Mstep: Class 10 contains 26994 members 
Mstep: Class 11 contains 8982 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 4982 members 
Mstep: Class 14 contains 24082 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19178 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 29929 members 
Mstep: Class 23 contains 103523 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952908.000000 Penalty: 50839.187500
Iteration 130Q: 25 clusters Score -2.695291e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 15925 members 
Mstep: Class 5 contains 29474 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 9645 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 27000 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 4983 members 
Mstep: Class 14 contains 24083 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 19172 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 29927 members 
Mstep: Class 23 contains 103518 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952932.000000 Penalty: 50839.187500
Iteration 131Q: 25 clusters Score -2.695293e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 15929 members 
Mstep: Class 5 contains 29474 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 9643 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 27008 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 4986 members 
Mstep: Class 14 contains 24080 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4767 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 19165 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 29925 members 
Mstep: Class 23 contains 103516 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952932.000000 Penalty: 50839.187500
Iteration 132Q: 25 clusters Score -2.695293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 15931 members 
Mstep: Class 5 contains 29474 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9643 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 27015 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4987 members 
Mstep: Class 14 contains 24077 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19152 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 29919 members 
Mstep: Class 23 contains 103518 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952928.000000 Penalty: 50839.187500
Iteration 133Q: 25 clusters Score -2.695293e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111627 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 15936 members 
Mstep: Class 5 contains 29474 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9647 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 27018 members 
Mstep: Class 11 contains 8979 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4990 members 
Mstep: Class 14 contains 24073 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 19133 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 29911 members 
Mstep: Class 23 contains 103519 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952940.000000 Penalty: 50839.187500
Iteration 134Q: 25 clusters Score -2.695294e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111638 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 15943 members 
Mstep: Class 5 contains 29474 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9647 members 
Mstep: Class 8 contains 6705 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 27027 members 
Mstep: Class 11 contains 8973 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 14 contains 24074 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4764 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 19112 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 29907 members 
Mstep: Class 23 contains 103520 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952950.000000 Penalty: 50839.187500
Iteration 135Q: 25 clusters Score -2.695295e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111654 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 15947 members 
Mstep: Class 5 contains 29474 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9650 members 
Mstep: Class 8 contains 6707 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 27034 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 14 contains 24072 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4763 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 19094 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 29900 members 
Mstep: Class 23 contains 103520 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952912.000000 Penalty: 50839.187500
Iteration 136Q: 25 clusters Score -2.695291e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111673 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 15954 members 
Mstep: Class 5 contains 29474 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9649 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 7741 members 
Mstep: Class 10 contains 27040 members 
Mstep: Class 11 contains 8967 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24069 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4758 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 19079 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 3587 members 
Mstep: Class 22 contains 29896 members 
Mstep: Class 23 contains 103518 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952986.000000 Penalty: 50839.187500
Iteration 137Q: 25 clusters Score -2.695299e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111675 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 15959 members 
Mstep: Class 5 contains 29470 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9650 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 7744 members 
Mstep: Class 10 contains 27042 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24076 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4756 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19070 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 3584 members 
Mstep: Class 22 contains 29892 members 
Mstep: Class 23 contains 103519 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952994.000000 Penalty: 50839.187500
Iteration 138Q: 25 clusters Score -2.695299e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 15964 members 
Mstep: Class 5 contains 29470 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9653 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 7745 members 
Mstep: Class 10 contains 27043 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24079 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4755 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 19057 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 3583 members 
Mstep: Class 22 contains 29889 members 
Mstep: Class 23 contains 103519 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953004.000000 Penalty: 50839.187500
Iteration 139Q: 25 clusters Score -2.6953e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111689 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10083 members 
Mstep: Class 4 contains 15969 members 
Mstep: Class 5 contains 29470 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 7745 members 
Mstep: Class 10 contains 27050 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24079 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4757 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 19049 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 3583 members 
Mstep: Class 22 contains 29882 members 
Mstep: Class 23 contains 103514 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953022.000000 Penalty: 50839.187500
Iteration 140F: 25 clusters Score -2.695302e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 15973 members 
Mstep: Class 5 contains 29472 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9660 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 7745 members 
Mstep: Class 10 contains 27054 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24076 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4759 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 19043 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 3584 members 
Mstep: Class 22 contains 29871 members 
Mstep: Class 23 contains 103509 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953028.000000 Penalty: 50839.187500
Iteration 141Q: 25 clusters Score -2.695303e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111706 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 15979 members 
Mstep: Class 5 contains 29471 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9663 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 7746 members 
Mstep: Class 10 contains 27060 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 13493 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24073 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4758 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 19039 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 3583 members 
Mstep: Class 22 contains 29864 members 
Mstep: Class 23 contains 103510 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953028.000000 Penalty: 50839.187500
Iteration 142Q: 25 clusters Score -2.695303e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111714 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 15982 members 
Mstep: Class 5 contains 29470 members 
Mstep: Class 6 contains 2910 members 
Mstep: Class 7 contains 9669 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 7746 members 
Mstep: Class 10 contains 27075 members 
Mstep: Class 11 contains 8949 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24067 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4757 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 19032 members 
Mstep: Class 20 contains 6599 members 
Mstep: Class 21 contains 3583 members 
Mstep: Class 22 contains 29859 members 
Mstep: Class 23 contains 103506 members 
Mstep: Class 24 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953034.000000 Penalty: 50839.187500
Iteration 143Q: 25 clusters Score -2.695303e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111717 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 15984 members 
Mstep: Class 5 contains 29469 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9677 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 7747 members 
Mstep: Class 10 contains 27087 members 
Mstep: Class 11 contains 8943 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24066 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4757 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 19022 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 3583 members 
Mstep: Class 22 contains 29853 members 
Mstep: Class 23 contains 103505 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953020.000000 Penalty: 50839.187500
Iteration 144Q: 25 clusters Score -2.695302e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 15985 members 
Mstep: Class 5 contains 29468 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9692 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 7750 members 
Mstep: Class 10 contains 27094 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24063 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 19017 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3582 members 
Mstep: Class 22 contains 29842 members 
Mstep: Class 23 contains 103505 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952996.000000 Penalty: 50839.187500
Iteration 145Q: 25 clusters Score -2.6953e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 15987 members 
Mstep: Class 5 contains 29467 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9704 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 7751 members 
Mstep: Class 10 contains 27102 members 
Mstep: Class 11 contains 8933 members 
Mstep: Class 12 contains 13494 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24060 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 4749 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 19012 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3579 members 
Mstep: Class 22 contains 29835 members 
Mstep: Class 23 contains 103506 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952998.000000 Penalty: 50839.187500
Iteration 146Q: 25 clusters Score -2.6953e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 15990 members 
Mstep: Class 5 contains 29466 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9714 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 7756 members 
Mstep: Class 10 contains 27109 members 
Mstep: Class 11 contains 8928 members 
Mstep: Class 12 contains 13494 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24058 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4299 members 
Mstep: Class 17 contains 4750 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 19005 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3576 members 
Mstep: Class 22 contains 29828 members 
Mstep: Class 23 contains 103507 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953030.000000 Penalty: 50839.187500
Iteration 147Q: 25 clusters Score -2.695303e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111737 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10078 members 
Mstep: Class 4 contains 15991 members 
Mstep: Class 5 contains 29466 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9716 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 7759 members 
Mstep: Class 10 contains 27115 members 
Mstep: Class 11 contains 8922 members 
Mstep: Class 12 contains 13494 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24055 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4299 members 
Mstep: Class 17 contains 4750 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 18999 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3575 members 
Mstep: Class 22 contains 29822 members 
Mstep: Class 23 contains 103508 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953034.000000 Penalty: 50839.187500
Iteration 148Q: 25 clusters Score -2.695303e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111743 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10076 members 
Mstep: Class 4 contains 15991 members 
Mstep: Class 5 contains 29467 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9715 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 27123 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 13493 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24052 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4299 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 18997 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 29822 members 
Mstep: Class 23 contains 103510 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953008.000000 Penalty: 50839.187500
Iteration 149Q: 25 clusters Score -2.695301e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111751 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 15991 members 
Mstep: Class 5 contains 29466 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9719 members 
Mstep: Class 8 contains 6715 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 27131 members 
Mstep: Class 11 contains 8905 members 
Mstep: Class 12 contains 13493 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 24049 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 18995 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 29815 members 
Mstep: Class 23 contains 103509 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952992.000000 Penalty: 50839.187500
Iteration 150Q: 25 clusters Score -2.695299e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111756 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10074 members 
Mstep: Class 4 contains 15991 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9720 members 
Mstep: Class 8 contains 6715 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 27140 members 
Mstep: Class 11 contains 8899 members 
Mstep: Class 12 contains 13493 members 
Mstep: Class 13 contains 4993 members 
Mstep: Class 14 contains 24048 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 18994 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3567 members 
Mstep: Class 22 contains 29809 members 
Mstep: Class 23 contains 103510 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952998.000000 Penalty: 50839.187500
Iteration 151Q: 25 clusters Score -2.6953e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111762 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10074 members 
Mstep: Class 4 contains 15991 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9724 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 7768 members 
Mstep: Class 10 contains 27149 members 
Mstep: Class 11 contains 8897 members 
Mstep: Class 12 contains 13492 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 24046 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 4745 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 18993 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 29803 members 
Mstep: Class 23 contains 103508 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953020.000000 Penalty: 50839.187500
Iteration 152Q: 25 clusters Score -2.695302e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111766 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10074 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9727 members 
Mstep: Class 8 contains 6713 members 
Mstep: Class 9 contains 7774 members 
Mstep: Class 10 contains 27155 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 13493 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 24045 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 18990 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 22 contains 29801 members 
Mstep: Class 23 contains 103506 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952998.000000 Penalty: 50839.187500
Iteration 153Q: 25 clusters Score -2.6953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111769 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 29464 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9729 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 7776 members 
Mstep: Class 10 contains 27156 members 
Mstep: Class 11 contains 8889 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 24044 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 4743 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 18986 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3557 members 
Mstep: Class 22 contains 29798 members 
Mstep: Class 23 contains 103506 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952984.000000 Penalty: 50839.187500
Iteration 154Q: 25 clusters Score -2.695298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111775 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9735 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 7778 members 
Mstep: Class 10 contains 27156 members 
Mstep: Class 11 contains 8889 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 24044 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4299 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 18979 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3557 members 
Mstep: Class 22 contains 29792 members 
Mstep: Class 23 contains 103504 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952978.000000 Penalty: 50839.187500
Iteration 155Q: 25 clusters Score -2.695298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111783 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9738 members 
Mstep: Class 8 contains 6713 members 
Mstep: Class 9 contains 7779 members 
Mstep: Class 10 contains 27156 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 24044 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 4743 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 18971 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3554 members 
Mstep: Class 22 contains 29787 members 
Mstep: Class 23 contains 103505 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952980.000000 Penalty: 50839.187500
Iteration 156Q: 25 clusters Score -2.695298e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111786 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 7780 members 
Mstep: Class 10 contains 27158 members 
Mstep: Class 11 contains 8890 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 24045 members 
Mstep: Class 15 contains 6733 members 
Mstep: Class 16 contains 4301 members 
Mstep: Class 17 contains 4743 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 18963 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3551 members 
Mstep: Class 22 contains 29782 members 
Mstep: Class 23 contains 103504 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952994.000000 Penalty: 50839.187500
Iteration 157Q: 25 clusters Score -2.695299e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111788 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10076 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 7782 members 
Mstep: Class 10 contains 27162 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 24046 members 
Mstep: Class 15 contains 6734 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 18958 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3550 members 
Mstep: Class 22 contains 29776 members 
Mstep: Class 23 contains 103503 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953038.000000 Penalty: 50839.187500
Iteration 158Q: 25 clusters Score -2.695304e+07 nChanged 27
Entering ConstructFrom: 
Score: -26953038.000000 Penalty: 50839.187500
Entering ConstructFrom: 
Trying to split cluster 1 (111797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111797 members 
Entering Unmasked Estep 
Score: -6858234.500000 Penalty: 1888.971558
	Iteration 0F: 2 clusters Score -6858234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -6783760.500000 Penalty: 3777.943115
	Iteration 0F: 3 clusters Score -6783760 nChanged 53351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -6815654.500000 Penalty: 3777.943115
	Iteration 1F: 3 clusters Score -6815654 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -6817075.500000 Penalty: 3777.943115
	Iteration 2Q: 3 clusters Score -6817076 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -6819162.000000 Penalty: 3777.943115
	Iteration 3Q: 3 clusters Score -6819162 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -6822573.500000 Penalty: 3777.943115
	Iteration 4F: 3 clusters Score -6822574 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -6828023.000000 Penalty: 3777.943115
	Iteration 5F: 3 clusters Score -6828023 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -6835350.000000 Penalty: 3777.943115
	Iteration 6F: 3 clusters Score -6835350 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -6843110.000000 Penalty: 3777.943115
	Iteration 7F: 3 clusters Score -6843110 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -6849051.500000 Penalty: 3777.943115
	Iteration 8F: 3 clusters Score -6849052 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -6852506.000000 Penalty: 3777.943115
	Iteration 9Q: 3 clusters Score -6852506 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -6854179.500000 Penalty: 3777.943115
	Iteration 10Q: 3 clusters Score -6854180 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -6854967.000000 Penalty: 3777.943115
	Iteration 11Q: 3 clusters Score -6854967 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -6855364.000000 Penalty: 3777.943115
	Iteration 12Q: 3 clusters Score -6855364 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97489 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6855637.500000 Penalty: 3777.943115
	Iteration 13Q: 3 clusters Score -6855638 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -6855860.000000 Penalty: 3777.943115
	Iteration 14Q: 3 clusters Score -6855860 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -6855976.000000 Penalty: 3777.943115
	Iteration 15Q: 3 clusters Score -6855976 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -6856050.000000 Penalty: 3777.943115
	Iteration 16Q: 3 clusters Score -6856050 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -6856081.500000 Penalty: 3777.943115
	Iteration 17Q: 3 clusters Score -6856082 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -6856143.500000 Penalty: 3777.943115
	Iteration 18Q: 3 clusters Score -6856144 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -6856181.500000 Penalty: 3777.943115
	Iteration 19Q: 3 clusters Score -6856182 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -6856213.000000 Penalty: 3777.943115
	Iteration 20F: 3 clusters Score -6856213 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100003 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -6856241.000000 Penalty: 3777.943115
	Iteration 21Q: 3 clusters Score -6856241 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -6856262.500000 Penalty: 3777.943115
	Iteration 22Q: 3 clusters Score -6856262 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -6856280.500000 Penalty: 3777.943115
	Iteration 23Q: 3 clusters Score -6856280 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -6856303.500000 Penalty: 3777.943115
	Iteration 24Q: 3 clusters Score -6856304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -6856329.000000 Penalty: 3777.943115
	Iteration 25Q: 3 clusters Score -6856329 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -6856350.000000 Penalty: 3777.943115
	Iteration 26Q: 3 clusters Score -6856350 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100981 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -6856368.500000 Penalty: 3777.943115
	Iteration 27Q: 3 clusters Score -6856368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -6856372.500000 Penalty: 3777.943115
	Iteration 28Q: 3 clusters Score -6856372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -6856371.500000 Penalty: 3777.943115
	Iteration 29Q: 3 clusters Score -6856372 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -6856378.500000 Penalty: 3777.943115
	Iteration 30Q: 3 clusters Score -6856378 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101429 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -6856361.000000 Penalty: 3777.943115
	Iteration 31Q: 3 clusters Score -6856361 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -6856361.000000 Penalty: 3777.943115
	Iteration 32Q: 3 clusters Score -6856361 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101670 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -6856363.000000 Penalty: 3777.943115
	Iteration 33Q: 3 clusters Score -6856363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -6856391.500000 Penalty: 3777.943115
	Iteration 34Q: 3 clusters Score -6856392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101896 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -6856407.000000 Penalty: 3777.943115
	Iteration 35Q: 3 clusters Score -6856407 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -6856425.000000 Penalty: 3777.943115
	Iteration 36Q: 3 clusters Score -6856425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -6856429.000000 Penalty: 3777.943115
	Iteration 37Q: 3 clusters Score -6856429 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6856435 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6856439 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6856457 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6856448 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6856450 nChanged 102
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Mstep: Class 1 contains 102717 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6856481 nChanged 92
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Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6856498 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6856522 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102981 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6856500 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6856499 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6856518 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103279 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6856520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6856542 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6856556 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103668 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6856564 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6856560 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103824 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6856564 nChanged 79
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Mstep: Class 1 contains 103901 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6856580 nChanged 80
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Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6856600 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104043 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6856606 nChanged 61
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Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6856606 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104165 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6856600 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6856616 nChanged 67
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Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 104363 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6856632 nChanged 51
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Mstep: Class 1 contains 104463 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6856625 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6856618 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6856632 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6856658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104801 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6856660 nChanged 57
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Mstep: Class 1 contains 104852 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6856656 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6856662 nChanged 50
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Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6856660 nChanged 48
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Mstep: Class 1 contains 104995 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 105038 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6856682 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6856684 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6856704 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6856698 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6856712 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105357 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6856702 nChanged 63
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Mstep: Class 1 contains 105420 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6856702 nChanged 69
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Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6856697 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105564 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6856692 nChanged 66
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Mstep: Class 1 contains 105630 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6856700 nChanged 79
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Mstep: Class 1 contains 105705 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6856718 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105776 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6856713 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105828 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6856722 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6856730 nChanged 53
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Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6856736 nChanged 60
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Mstep: Class 1 contains 105983 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6856746 nChanged 53
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	Iteration 95Q: 3 clusters Score -6856745 nChanged 37
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Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6856743 nChanged 41
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Mstep: Class 1 contains 106112 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 106159 members 
Mstep: Class 2 contains 5638 members 
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	Iteration 98Q: 3 clusters Score -6856741 nChanged 42
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Mstep: Class 1 contains 106197 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 106236 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6856770 nChanged 32
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Mstep: Class 1 contains 106266 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6856781 nChanged 29
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Mstep: Class 1 contains 106295 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 106319 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5450 members 
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Mstep: Class 1 contains 106375 members 
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	Iteration 105Q: 3 clusters Score -6856795 nChanged 20
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Mstep: Class 1 contains 106395 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6856794 nChanged 19
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	Iteration 108Q: 3 clusters Score -6856794 nChanged 25
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	Iteration 109Q: 3 clusters Score -6856805 nChanged 28
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6856814 nChanged 20
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	Iteration 112Q: 3 clusters Score -6856824 nChanged 18
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	Iteration 113Q: 3 clusters Score -6856832 nChanged 17
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	Iteration 114Q: 3 clusters Score -6856836 nChanged 13
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	Iteration 115Q: 3 clusters Score -6856832 nChanged 21
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	Iteration 116Q: 3 clusters Score -6856830 nChanged 22
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6856834 nChanged 19
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	Iteration 118Q: 3 clusters Score -6856830 nChanged 23
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6856841 nChanged 19
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6856852 nChanged 6
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6856850 nChanged 11
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	Iteration 125Q: 3 clusters Score -6856856 nChanged 11
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	Iteration 126Q: 3 clusters Score -6856854 nChanged 16
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6856846 nChanged 15
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6856854 nChanged 13
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	Iteration 129Q: 3 clusters Score -6856854 nChanged 14
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Mstep: Class 1 contains 106777 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6856862 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6856860 nChanged 11
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Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6856858 nChanged 11
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Mstep: Class 1 contains 106809 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6856855 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106815 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6856852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106819 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6856852 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106825 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6856859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6856859 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106828 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6856859 nChanged 1
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Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6856856 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106830 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6856862 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6856852 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106836 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6856854 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6856856 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106846 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6856852 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6856854 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106869 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6856855 nChanged 20
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Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6856855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106913 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6856854 nChanged 27
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Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6856859 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6856853 nChanged 29
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Mstep: Class 1 contains 106991 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6856852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6856850 nChanged 33
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Mstep: Class 1 contains 107055 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6856854 nChanged 30
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Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6856856 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6856855 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107125 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6856852 nChanged 21
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Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6856856 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6856858 nChanged 18
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Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6856857 nChanged 18
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Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6856870 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107213 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6856878 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6856882 nChanged 19
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6856880 nChanged 10
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	Iteration 164Q: 3 clusters Score -6856890 nChanged 10
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6856889 nChanged 13
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6856896 nChanged 12
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6856891 nChanged 16
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Mstep: Class 1 contains 107303 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6856901 nChanged 9
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6856894 nChanged 13
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Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6856914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107334 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6856906 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6856902 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107355 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6856898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107363 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6856896 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6856902 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 4414 members 
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	Iteration 176Q: 3 clusters Score -6856902 nChanged 8
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6856898 nChanged 7
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	Iteration 178Q: 3 clusters Score -6856897 nChanged 9
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Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6856905 nChanged 10
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Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 4384 members 
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	Iteration 180F: 3 clusters Score -6856904 nChanged 7
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	Iteration 181Q: 3 clusters Score -6856902 nChanged 10
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Entering Unmasked Estep 
Score: -6856914.000000 Penalty: 3777.943115
	Iteration 182Q: 3 clusters Score -6856914 nChanged 8
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6856909 nChanged 11
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Mstep: Class 1 contains 107449 members 
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	Iteration 184Q: 3 clusters Score -6856908 nChanged 14
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Mstep: Class 1 contains 107459 members 
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	Iteration 185Q: 3 clusters Score -6856908 nChanged 15
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Mstep: Class 1 contains 107470 members 
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	Iteration 186Q: 3 clusters Score -6856906 nChanged 11
Entering Unmasked Mstep 
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	Iteration 187Q: 3 clusters Score -6856896 nChanged 10
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	Iteration 188Q: 3 clusters Score -6856906 nChanged 8
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6856912 nChanged 10
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	Iteration 190Q: 3 clusters Score -6856904 nChanged 12
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6856914 nChanged 14
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	Iteration 192Q: 3 clusters Score -6856909 nChanged 13
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	Iteration 193Q: 3 clusters Score -6856914 nChanged 19
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6856908 nChanged 20
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6856911 nChanged 25
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	Iteration 196Q: 3 clusters Score -6856918 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107609 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6856922 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107632 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6856930 nChanged 19
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Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6856910 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107672 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6856914 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -6856920.000000 Penalty: 3777.943115
	Iteration 201Q: 3 clusters Score -6856920 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 4082 members 
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	Iteration 202Q: 3 clusters Score -6856922 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -6856921 nChanged 15
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Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 4050 members 
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	Iteration 204Q: 3 clusters Score -6856922 nChanged 17
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Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -6856924 nChanged 18
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Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6856916 nChanged 17
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Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6856917 nChanged 18
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Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6856922 nChanged 23
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Mstep: Class 1 contains 107824 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6856920 nChanged 18
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6856920 nChanged 19
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Mstep: Class 1 contains 107853 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6856922 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -6856917 nChanged 20
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Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -6856920 nChanged 14
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Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6856919.000000 Penalty: 3777.943115
	Iteration 214Q: 3 clusters Score -6856919 nChanged 20
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Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6856924 nChanged 15
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Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6856929.000000 Penalty: 3777.943115
	Iteration 216Q: 3 clusters Score -6856929 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -6856930 nChanged 27
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Mstep: Class 1 contains 107938 members 
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Entering Unmasked Estep 
Score: -6856940.500000 Penalty: 3777.943115
	Iteration 218Q: 3 clusters Score -6856940 nChanged 21
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Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6856948 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -6856947 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107981 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -6856949.000000 Penalty: 3777.943115
	Iteration 221Q: 3 clusters Score -6856949 nChanged 17
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Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -6856955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107996 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -6856953.500000 Penalty: 3777.943115
	Iteration 223Q: 3 clusters Score -6856954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108012 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6856954.000000 Penalty: 3777.943115
	Iteration 224Q: 3 clusters Score -6856954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -6856961.000000 Penalty: 3777.943115
	Iteration 225Q: 3 clusters Score -6856961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108035 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6856958.000000 Penalty: 3777.943115
	Iteration 226Q: 3 clusters Score -6856958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -6856963.500000 Penalty: 3777.943115
	Iteration 227Q: 3 clusters Score -6856964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108064 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -6856966.000000 Penalty: 3777.943115
	Iteration 228Q: 3 clusters Score -6856966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6856959.500000 Penalty: 3777.943115
	Iteration 229Q: 3 clusters Score -6856960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108092 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6856966.000000 Penalty: 3777.943115
	Iteration 230Q: 3 clusters Score -6856966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -6856973.500000 Penalty: 3777.943115
	Iteration 231Q: 3 clusters Score -6856974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108109 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -6856982.500000 Penalty: 3777.943115
	Iteration 232Q: 3 clusters Score -6856982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6856979.500000 Penalty: 3777.943115
	Iteration 233Q: 3 clusters Score -6856980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -6856991.000000 Penalty: 3777.943115
	Iteration 234Q: 3 clusters Score -6856991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -6856977.000000 Penalty: 3777.943115
	Iteration 235Q: 3 clusters Score -6856977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108143 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6856978.000000 Penalty: 3777.943115
	Iteration 236Q: 3 clusters Score -6856978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6856975.500000 Penalty: 3777.943115
	Iteration 237Q: 3 clusters Score -6856976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -6856977.500000 Penalty: 3777.943115
	Iteration 238Q: 3 clusters Score -6856978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6856979.500000 Penalty: 3777.943115
	Iteration 239Q: 3 clusters Score -6856980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -6856986.000000 Penalty: 3777.943115
	Iteration 240F: 3 clusters Score -6856986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -6856983.000000 Penalty: 3777.943115
	Iteration 241Q: 3 clusters Score -6856983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -6856980.500000 Penalty: 3777.943115
	Iteration 242Q: 3 clusters Score -6856980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -6856987.500000 Penalty: 3777.943115
	Iteration 243Q: 3 clusters Score -6856988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108161 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -6856991.500000 Penalty: 3777.943115
	Iteration 244Q: 3 clusters Score -6856992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -6856986.000000 Penalty: 3777.943115
	Iteration 245Q: 3 clusters Score -6856986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6856981.500000 Penalty: 3777.943115
	Iteration 246Q: 3 clusters Score -6856982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108166 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6856981.500000 Penalty: 3777.943115
	Iteration 247Q: 3 clusters Score -6856982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6856985.000000 Penalty: 3777.943115
	Iteration 248Q: 3 clusters Score -6856985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6856987.000000 Penalty: 3777.943115
	Iteration 249Q: 3 clusters Score -6856987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108174 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6856987.000000 Penalty: 3777.943115
	Iteration 250Q: 3 clusters Score -6856987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6856989.000000 Penalty: 3777.943115
	Iteration 251Q: 3 clusters Score -6856989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -6856989.000000 Penalty: 3777.943115
	Iteration 252Q: 3 clusters Score -6856989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6856993.500000 Penalty: 3777.943115
	Iteration 253Q: 3 clusters Score -6856994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6856988.000000 Penalty: 3777.943115
	Iteration 254Q: 3 clusters Score -6856988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108197 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6856985.000000 Penalty: 3777.943115
	Iteration 255Q: 3 clusters Score -6856985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108204 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6856984.500000 Penalty: 3777.943115
	Iteration 256Q: 3 clusters Score -6856984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108209 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6856978.500000 Penalty: 3777.943115
	Iteration 257Q: 3 clusters Score -6856978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108213 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6856982.000000 Penalty: 3777.943115
	Iteration 258Q: 3 clusters Score -6856982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108214 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -6856985.000000 Penalty: 3777.943115
	Iteration 259Q: 3 clusters Score -6856985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108217 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6856982.500000 Penalty: 3777.943115
	Iteration 260F: 3 clusters Score -6856982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -138115.078125 Penalty: 1265.247192
	Iteration 0F: 2 clusters Score -138115.1 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 1201 members 
Entering Unmasked Estep 
Score: -135766.906250 Penalty: 2530.494385
	Iteration 0F: 3 clusters Score -135766.9 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -136328.656250 Penalty: 2530.494385
	Iteration 1F: 3 clusters Score -136328.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -136467.625000 Penalty: 2530.494385
	Iteration 2F: 3 clusters Score -136467.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -136552.875000 Penalty: 2530.494385
	Iteration 3F: 3 clusters Score -136552.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -136635.562500 Penalty: 2530.494385
	Iteration 4Q: 3 clusters Score -136635.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -136711.562500 Penalty: 2530.494385
	Iteration 5Q: 3 clusters Score -136711.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -136800.890625 Penalty: 2530.494385
	Iteration 6Q: 3 clusters Score -136800.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -136897.703125 Penalty: 2530.494385
	Iteration 7Q: 3 clusters Score -136897.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -137025.656250 Penalty: 2530.494385
	Iteration 8Q: 3 clusters Score -137025.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -137127.031250 Penalty: 2530.494385
	Iteration 9Q: 3 clusters Score -137127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -137239.562500 Penalty: 2530.494385
	Iteration 10Q: 3 clusters Score -137239.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -137329.125000 Penalty: 2530.494385
	Iteration 11Q: 3 clusters Score -137329.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -137387.687500 Penalty: 2530.494385
	Iteration 12Q: 3 clusters Score -137387.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -137428.046875 Penalty: 2530.494385
	Iteration 13Q: 3 clusters Score -137428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -137460.500000 Penalty: 2530.494385
	Iteration 14Q: 3 clusters Score -137460.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -137488.890625 Penalty: 2530.494385
	Iteration 15Q: 3 clusters Score -137488.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -137509.468750 Penalty: 2530.494385
	Iteration 16Q: 3 clusters Score -137509.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -137530.937500 Penalty: 2530.494385
	Iteration 17Q: 3 clusters Score -137530.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -137543.640625 Penalty: 2530.494385
	Iteration 18Q: 3 clusters Score -137543.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -137558.578125 Penalty: 2530.494385
	Iteration 19Q: 3 clusters Score -137558.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -137575.453125 Penalty: 2530.494385
	Iteration 20F: 3 clusters Score -137575.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -137588.796875 Penalty: 2530.494385
	Iteration 21Q: 3 clusters Score -137588.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -137605.234375 Penalty: 2530.494385
	Iteration 22Q: 3 clusters Score -137605.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -137623.734375 Penalty: 2530.494385
	Iteration 23Q: 3 clusters Score -137623.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -137644.390625 Penalty: 2530.494385
	Iteration 24Q: 3 clusters Score -137644.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -137663.156250 Penalty: 2530.494385
	Iteration 25Q: 3 clusters Score -137663.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -137679.953125 Penalty: 2530.494385
	Iteration 26Q: 3 clusters Score -137680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -137687.875000 Penalty: 2530.494385
	Iteration 27Q: 3 clusters Score -137687.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -137698.812500 Penalty: 2530.494385
	Iteration 28Q: 3 clusters Score -137698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -137712.265625 Penalty: 2530.494385
	Iteration 29Q: 3 clusters Score -137712.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -137716.781250 Penalty: 2530.494385
	Iteration 30Q: 3 clusters Score -137716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -137720.703125 Penalty: 2530.494385
	Iteration 31Q: 3 clusters Score -137720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -137723.140625 Penalty: 2530.494385
	Iteration 32Q: 3 clusters Score -137723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -137726.703125 Penalty: 2530.494385
	Iteration 33Q: 3 clusters Score -137726.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -137729.671875 Penalty: 2530.494385
	Iteration 34Q: 3 clusters Score -137729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -137729.890625 Penalty: 2530.494385
	Iteration 35Q: 3 clusters Score -137729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -137729.890625 Penalty: 2530.494385
	Iteration 36F: 3 clusters Score -137729.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Entering Unmasked Estep 
Score: -633001.687500 Penalty: 1497.910645
	Iteration 0F: 2 clusters Score -633001.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -625863.812500 Penalty: 2995.821289
	Iteration 0F: 3 clusters Score -625863.8 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -628089.125000 Penalty: 2995.821289
	Iteration 1F: 3 clusters Score -628089.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -628419.000000 Penalty: 2995.821289
	Iteration 2F: 3 clusters Score -628419 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -628729.625000 Penalty: 2995.821289
	Iteration 3F: 3 clusters Score -628729.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -629006.500000 Penalty: 2995.821289
	Iteration 4F: 3 clusters Score -629006.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -629248.562500 Penalty: 2995.821289
	Iteration 5Q: 3 clusters Score -629248.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -629487.187500 Penalty: 2995.821289
	Iteration 6Q: 3 clusters Score -629487.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -629694.187500 Penalty: 2995.821289
	Iteration 7Q: 3 clusters Score -629694.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -629897.937500 Penalty: 2995.821289
	Iteration 8Q: 3 clusters Score -629897.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -630086.437500 Penalty: 2995.821289
	Iteration 9Q: 3 clusters Score -630086.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -630259.687500 Penalty: 2995.821289
	Iteration 10Q: 3 clusters Score -630259.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -630401.812500 Penalty: 2995.821289
	Iteration 11Q: 3 clusters Score -630401.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -630523.187500 Penalty: 2995.821289
	Iteration 12Q: 3 clusters Score -630523.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -630654.437500 Penalty: 2995.821289
	Iteration 13Q: 3 clusters Score -630654.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -630761.187500 Penalty: 2995.821289
	Iteration 14Q: 3 clusters Score -630761.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -630843.937500 Penalty: 2995.821289
	Iteration 15Q: 3 clusters Score -630843.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -630926.187500 Penalty: 2995.821289
	Iteration 16Q: 3 clusters Score -630926.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -630997.250000 Penalty: 2995.821289
	Iteration 17Q: 3 clusters Score -630997.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -631054.437500 Penalty: 2995.821289
	Iteration 18Q: 3 clusters Score -631054.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -631105.625000 Penalty: 2995.821289
	Iteration 19Q: 3 clusters Score -631105.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -631152.187500 Penalty: 2995.821289
	Iteration 20F: 3 clusters Score -631152.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -631201.125000 Penalty: 2995.821289
	Iteration 21Q: 3 clusters Score -631201.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -631251.625000 Penalty: 2995.821289
	Iteration 22Q: 3 clusters Score -631251.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -631304.250000 Penalty: 2995.821289
	Iteration 23Q: 3 clusters Score -631304.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -631353.562500 Penalty: 2995.821289
	Iteration 24Q: 3 clusters Score -631353.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -631394.562500 Penalty: 2995.821289
	Iteration 25Q: 3 clusters Score -631394.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -631435.437500 Penalty: 2995.821289
	Iteration 26Q: 3 clusters Score -631435.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -631472.125000 Penalty: 2995.821289
	Iteration 27Q: 3 clusters Score -631472.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -631509.375000 Penalty: 2995.821289
	Iteration 28Q: 3 clusters Score -631509.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -631544.500000 Penalty: 2995.821289
	Iteration 29Q: 3 clusters Score -631544.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -631580.000000 Penalty: 2995.821289
	Iteration 30Q: 3 clusters Score -631580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -631619.437500 Penalty: 2995.821289
	Iteration 31Q: 3 clusters Score -631619.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -631643.562500 Penalty: 2995.821289
	Iteration 32Q: 3 clusters Score -631643.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -631659.687500 Penalty: 2995.821289
	Iteration 33Q: 3 clusters Score -631659.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -631670.375000 Penalty: 2995.821289
	Iteration 34Q: 3 clusters Score -631670.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -631681.625000 Penalty: 2995.821289
	Iteration 35Q: 3 clusters Score -631681.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -631692.375000 Penalty: 2995.821289
	Iteration 36Q: 3 clusters Score -631692.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -631698.500000 Penalty: 2995.821289
	Iteration 37Q: 3 clusters Score -631698.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -631703.375000 Penalty: 2995.821289
	Iteration 38Q: 3 clusters Score -631703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -631707.250000 Penalty: 2995.821289
	Iteration 39Q: 3 clusters Score -631707.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -631711.500000 Penalty: 2995.821289
	Iteration 40F: 3 clusters Score -631711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -631714.937500 Penalty: 2995.821289
	Iteration 41Q: 3 clusters Score -631714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -631719.937500 Penalty: 2995.821289
	Iteration 42Q: 3 clusters Score -631719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -631721.750000 Penalty: 2995.821289
	Iteration 43Q: 3 clusters Score -631721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -631724.812500 Penalty: 2995.821289
	Iteration 44Q: 3 clusters Score -631724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -631725.437500 Penalty: 2995.821289
	Iteration 45Q: 3 clusters Score -631725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -631726.250000 Penalty: 2995.821289
	Iteration 46Q: 3 clusters Score -631726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -631728.687500 Penalty: 2995.821289
	Iteration 47Q: 3 clusters Score -631728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -631729.750000 Penalty: 2995.821289
	Iteration 48Q: 3 clusters Score -631729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -631729.750000 Penalty: 2995.821289
	Iteration 49F: 3 clusters Score -631729.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Entering Unmasked Estep 
Score: -1006224.687500 Penalty: 1572.974609
	Iteration 0F: 2 clusters Score -1006225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -995175.312500 Penalty: 3145.949219
	Iteration 0F: 3 clusters Score -995175.3 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -999022.000000 Penalty: 3145.949219
	Iteration 1F: 3 clusters Score -999022 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -999283.937500 Penalty: 3145.949219
	Iteration 2Q: 3 clusters Score -999283.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -999491.187500 Penalty: 3145.949219
	Iteration 3Q: 3 clusters Score -999491.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -999681.375000 Penalty: 3145.949219
	Iteration 4Q: 3 clusters Score -999681.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -999862.375000 Penalty: 3145.949219
	Iteration 5Q: 3 clusters Score -999862.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1000056.500000 Penalty: 3145.949219
	Iteration 6Q: 3 clusters Score -1000056 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1000233.875000 Penalty: 3145.949219
	Iteration 7Q: 3 clusters Score -1000234 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1000415.062500 Penalty: 3145.949219
	Iteration 8Q: 3 clusters Score -1000415 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1000636.125000 Penalty: 3145.949219
	Iteration 9Q: 3 clusters Score -1000636 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1000899.625000 Penalty: 3145.949219
	Iteration 10Q: 3 clusters Score -1000900 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1001240.562500 Penalty: 3145.949219
	Iteration 11Q: 3 clusters Score -1001241 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1001668.750000 Penalty: 3145.949219
	Iteration 12Q: 3 clusters Score -1001669 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1002174.625000 Penalty: 3145.949219
	Iteration 13Q: 3 clusters Score -1002175 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1002683.312500 Penalty: 3145.949219
	Iteration 14Q: 3 clusters Score -1002683 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1003165.562500 Penalty: 3145.949219
	Iteration 15Q: 3 clusters Score -1003166 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1003577.875000 Penalty: 3145.949219
	Iteration 16Q: 3 clusters Score -1003578 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1003860.812500 Penalty: 3145.949219
	Iteration 17Q: 3 clusters Score -1003861 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1004055.562500 Penalty: 3145.949219
	Iteration 18Q: 3 clusters Score -1004056 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1004198.687500 Penalty: 3145.949219
	Iteration 19Q: 3 clusters Score -1004199 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1004319.875000 Penalty: 3145.949219
	Iteration 20F: 3 clusters Score -1004320 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1004422.000000 Penalty: 3145.949219
	Iteration 21Q: 3 clusters Score -1004422 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1004499.562500 Penalty: 3145.949219
	Iteration 22Q: 3 clusters Score -1004500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1004564.437500 Penalty: 3145.949219
	Iteration 23Q: 3 clusters Score -1004564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1004609.750000 Penalty: 3145.949219
	Iteration 24Q: 3 clusters Score -1004610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1004649.187500 Penalty: 3145.949219
	Iteration 25Q: 3 clusters Score -1004649 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1004688.500000 Penalty: 3145.949219
	Iteration 26Q: 3 clusters Score -1004688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1004723.000000 Penalty: 3145.949219
	Iteration 27Q: 3 clusters Score -1004723 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1004757.375000 Penalty: 3145.949219
	Iteration 28Q: 3 clusters Score -1004757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1004781.687500 Penalty: 3145.949219
	Iteration 29Q: 3 clusters Score -1004782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1004797.187500 Penalty: 3145.949219
	Iteration 30Q: 3 clusters Score -1004797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1004820.812500 Penalty: 3145.949219
	Iteration 31Q: 3 clusters Score -1004821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1004832.000000 Penalty: 3145.949219
	Iteration 32Q: 3 clusters Score -1004832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1004849.062500 Penalty: 3145.949219
	Iteration 33Q: 3 clusters Score -1004849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1004864.937500 Penalty: 3145.949219
	Iteration 34Q: 3 clusters Score -1004865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1004877.000000 Penalty: 3145.949219
	Iteration 35Q: 3 clusters Score -1004877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1004889.000000 Penalty: 3145.949219
	Iteration 36Q: 3 clusters Score -1004889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1004901.312500 Penalty: 3145.949219
	Iteration 37Q: 3 clusters Score -1004901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1004912.562500 Penalty: 3145.949219
	Iteration 38Q: 3 clusters Score -1004913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1004919.687500 Penalty: 3145.949219
	Iteration 39Q: 3 clusters Score -1004920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1004929.312500 Penalty: 3145.949219
	Iteration 40F: 3 clusters Score -1004929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1004935.312500 Penalty: 3145.949219
	Iteration 41Q: 3 clusters Score -1004935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1004938.125000 Penalty: 3145.949219
	Iteration 42Q: 3 clusters Score -1004938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1004942.937500 Penalty: 3145.949219
	Iteration 43Q: 3 clusters Score -1004943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1004949.250000 Penalty: 3145.949219
	Iteration 44Q: 3 clusters Score -1004949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1004952.875000 Penalty: 3145.949219
	Iteration 45Q: 3 clusters Score -1004953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1004956.125000 Penalty: 3145.949219
	Iteration 46Q: 3 clusters Score -1004956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1004955.562500 Penalty: 3145.949219
	Iteration 47Q: 3 clusters Score -1004956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1004957.187500 Penalty: 3145.949219
	Iteration 48Q: 3 clusters Score -1004957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1004959.812500 Penalty: 3145.949219
	Iteration 49Q: 3 clusters Score -1004960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1004959.812500 Penalty: 3145.949219
	Iteration 50F: 3 clusters Score -1004960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Entering Unmasked Estep 
Score: -1801942.375000 Penalty: 1672.280762
	Iteration 0F: 2 clusters Score -1801942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1782174.250000 Penalty: 3344.561523
	Iteration 0F: 3 clusters Score -1782174 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1789718.000000 Penalty: 3344.561523
	Iteration 1F: 3 clusters Score -1789718 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1790159.375000 Penalty: 3344.561523
	Iteration 2Q: 3 clusters Score -1790159 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1790660.000000 Penalty: 3344.561523
	Iteration 3Q: 3 clusters Score -1790660 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1791284.000000 Penalty: 3344.561523
	Iteration 4Q: 3 clusters Score -1791284 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1792136.500000 Penalty: 3344.561523
	Iteration 5F: 3 clusters Score -1792136 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1793234.375000 Penalty: 3344.561523
	Iteration 6F: 3 clusters Score -1793234 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1794435.000000 Penalty: 3344.561523
	Iteration 7F: 3 clusters Score -1794435 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1795597.625000 Penalty: 3344.561523
	Iteration 8F: 3 clusters Score -1795598 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1796573.750000 Penalty: 3344.561523
	Iteration 9F: 3 clusters Score -1796574 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1797361.125000 Penalty: 3344.561523
	Iteration 10Q: 3 clusters Score -1797361 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1798007.625000 Penalty: 3344.561523
	Iteration 11Q: 3 clusters Score -1798008 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1798562.500000 Penalty: 3344.561523
	Iteration 12Q: 3 clusters Score -1798562 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1799017.500000 Penalty: 3344.561523
	Iteration 13Q: 3 clusters Score -1799018 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1799410.625000 Penalty: 3344.561523
	Iteration 14Q: 3 clusters Score -1799411 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1799755.750000 Penalty: 3344.561523
	Iteration 15Q: 3 clusters Score -1799756 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1800030.125000 Penalty: 3344.561523
	Iteration 16Q: 3 clusters Score -1800030 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1800218.000000 Penalty: 3344.561523
	Iteration 17Q: 3 clusters Score -1800218 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1800339.500000 Penalty: 3344.561523
	Iteration 18Q: 3 clusters Score -1800340 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1800400.750000 Penalty: 3344.561523
	Iteration 19Q: 3 clusters Score -1800401 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1800453.000000 Penalty: 3344.561523
	Iteration 20F: 3 clusters Score -1800453 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1800492.125000 Penalty: 3344.561523
	Iteration 21Q: 3 clusters Score -1800492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1800520.625000 Penalty: 3344.561523
	Iteration 22Q: 3 clusters Score -1800521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1800551.875000 Penalty: 3344.561523
	Iteration 23Q: 3 clusters Score -1800552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1800569.875000 Penalty: 3344.561523
	Iteration 24Q: 3 clusters Score -1800570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1800596.500000 Penalty: 3344.561523
	Iteration 25Q: 3 clusters Score -1800596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1800609.250000 Penalty: 3344.561523
	Iteration 26Q: 3 clusters Score -1800609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1800620.750000 Penalty: 3344.561523
	Iteration 27Q: 3 clusters Score -1800621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1800626.125000 Penalty: 3344.561523
	Iteration 28Q: 3 clusters Score -1800626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1800628.375000 Penalty: 3344.561523
	Iteration 29Q: 3 clusters Score -1800628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1800630.875000 Penalty: 3344.561523
	Iteration 30Q: 3 clusters Score -1800631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1800632.375000 Penalty: 3344.561523
	Iteration 31Q: 3 clusters Score -1800632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1800634.750000 Penalty: 3344.561523
	Iteration 32Q: 3 clusters Score -1800635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1800639.500000 Penalty: 3344.561523
	Iteration 33Q: 3 clusters Score -1800640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1800641.125000 Penalty: 3344.561523
	Iteration 34Q: 3 clusters Score -1800641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1800643.125000 Penalty: 3344.561523
	Iteration 35Q: 3 clusters Score -1800643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1800643.750000 Penalty: 3344.561523
	Iteration 36Q: 3 clusters Score -1800644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1800644.375000 Penalty: 3344.561523
	Iteration 37Q: 3 clusters Score -1800644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1800646.375000 Penalty: 3344.561523
	Iteration 38Q: 3 clusters Score -1800646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1800646.375000 Penalty: 3344.561523
	Iteration 39F: 3 clusters Score -1800646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -164102.906250 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -164102.9 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 1443 members 
Entering Unmasked Estep 
Score: -161478.593750 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -161478.6 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -162106.765625 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -162106.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -162247.265625 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -162247.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -162316.781250 Penalty: 2592.281982
	Iteration 3Q: 3 clusters Score -162316.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -162379.218750 Penalty: 2592.281982
	Iteration 4Q: 3 clusters Score -162379.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -162438.890625 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -162438.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -162494.703125 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -162494.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -162549.625000 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -162549.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -162607.875000 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -162607.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -162660.593750 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -162660.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -162707.359375 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -162707.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -162757.796875 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -162757.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -162800.000000 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -162800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -162847.640625 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -162847.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -162903.140625 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -162903.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -162969.109375 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -162969.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -163018.421875 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -163018.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -163052.546875 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -163052.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -163077.750000 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -163077.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -163095.843750 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -163095.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -163112.890625 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -163112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -163132.203125 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -163132.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163147.625000 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -163147.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -163156.812500 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -163156.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -163164.734375 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -163164.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -163173.015625 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -163173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -163180.796875 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -163180.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -163187.015625 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -163187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -163195.843750 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -163195.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163207.875000 Penalty: 2592.281982
	Iteration 29Q: 3 clusters Score -163207.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -163219.593750 Penalty: 2592.281982
	Iteration 30Q: 3 clusters Score -163219.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -163228.468750 Penalty: 2592.281982
	Iteration 31Q: 3 clusters Score -163228.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -163237.703125 Penalty: 2592.281982
	Iteration 32Q: 3 clusters Score -163237.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -163244.000000 Penalty: 2592.281982
	Iteration 33Q: 3 clusters Score -163244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -163250.718750 Penalty: 2592.281982
	Iteration 34Q: 3 clusters Score -163250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -163255.515625 Penalty: 2592.281982
	Iteration 35Q: 3 clusters Score -163255.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163258.437500 Penalty: 2592.281982
	Iteration 36Q: 3 clusters Score -163258.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -163259.468750 Penalty: 2592.281982
	Iteration 37Q: 3 clusters Score -163259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -163261.703125 Penalty: 2592.281982
	Iteration 38Q: 3 clusters Score -163261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -163266.734375 Penalty: 2592.281982
	Iteration 39Q: 3 clusters Score -163266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -163274.812500 Penalty: 2592.281982
	Iteration 40F: 3 clusters Score -163274.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -163282.453125 Penalty: 2592.281982
	Iteration 41Q: 3 clusters Score -163282.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -163291.750000 Penalty: 2592.281982
	Iteration 42Q: 3 clusters Score -163291.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -163303.562500 Penalty: 2592.281982
	Iteration 43Q: 3 clusters Score -163303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -163311.953125 Penalty: 2592.281982
	Iteration 44Q: 3 clusters Score -163312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -163317.218750 Penalty: 2592.281982
	Iteration 45Q: 3 clusters Score -163317.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -163330.765625 Penalty: 2592.281982
	Iteration 46Q: 3 clusters Score -163330.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -163338.875000 Penalty: 2592.281982
	Iteration 47Q: 3 clusters Score -163338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -163344.703125 Penalty: 2592.281982
	Iteration 48Q: 3 clusters Score -163344.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -163355.078125 Penalty: 2592.281982
	Iteration 49Q: 3 clusters Score -163355.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -163363.421875 Penalty: 2592.281982
	Iteration 50Q: 3 clusters Score -163363.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -163379.843750 Penalty: 2592.281982
	Iteration 51Q: 3 clusters Score -163379.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -163398.937500 Penalty: 2592.281982
	Iteration 52Q: 3 clusters Score -163398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -163409.234375 Penalty: 2592.281982
	Iteration 53Q: 3 clusters Score -163409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -163422.328125 Penalty: 2592.281982
	Iteration 54Q: 3 clusters Score -163422.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -163442.703125 Penalty: 2592.281982
	Iteration 55Q: 3 clusters Score -163442.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -163453.140625 Penalty: 2592.281982
	Iteration 56Q: 3 clusters Score -163453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -163458.875000 Penalty: 2592.281982
	Iteration 57Q: 3 clusters Score -163458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -163463.625000 Penalty: 2592.281982
	Iteration 58Q: 3 clusters Score -163463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -163464.265625 Penalty: 2592.281982
	Iteration 59Q: 3 clusters Score -163464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -163464.765625 Penalty: 2592.281982
	Iteration 60F: 3 clusters Score -163464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -163464.968750 Penalty: 2592.281982
	Iteration 61Q: 3 clusters Score -163465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -163464.968750 Penalty: 2592.281982
	Iteration 62F: 3 clusters Score -163465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Entering Unmasked Estep 
Score: -610107.500000 Penalty: 1492.449463
	Iteration 0F: 2 clusters Score -610107.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -603107.125000 Penalty: 2984.898926
	Iteration 0F: 3 clusters Score -603107.1 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -605232.625000 Penalty: 2984.898926
	Iteration 1F: 3 clusters Score -605232.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -605486.687500 Penalty: 2984.898926
	Iteration 2F: 3 clusters Score -605486.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -605706.125000 Penalty: 2984.898926
	Iteration 3F: 3 clusters Score -605706.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -605863.875000 Penalty: 2984.898926
	Iteration 4Q: 3 clusters Score -605863.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -606024.437500 Penalty: 2984.898926
	Iteration 5Q: 3 clusters Score -606024.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -606223.500000 Penalty: 2984.898926
	Iteration 6Q: 3 clusters Score -606223.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -606494.625000 Penalty: 2984.898926
	Iteration 7Q: 3 clusters Score -606494.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -606838.250000 Penalty: 2984.898926
	Iteration 8F: 3 clusters Score -606838.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -607225.187500 Penalty: 2984.898926
	Iteration 9F: 3 clusters Score -607225.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -607635.625000 Penalty: 2984.898926
	Iteration 10F: 3 clusters Score -607635.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -608050.937500 Penalty: 2984.898926
	Iteration 11Q: 3 clusters Score -608050.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -608343.937500 Penalty: 2984.898926
	Iteration 12Q: 3 clusters Score -608343.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -608509.187500 Penalty: 2984.898926
	Iteration 13Q: 3 clusters Score -608509.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -608601.125000 Penalty: 2984.898926
	Iteration 14Q: 3 clusters Score -608601.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -608664.187500 Penalty: 2984.898926
	Iteration 15Q: 3 clusters Score -608664.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -608701.812500 Penalty: 2984.898926
	Iteration 16Q: 3 clusters Score -608701.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -608734.000000 Penalty: 2984.898926
	Iteration 17Q: 3 clusters Score -608734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -608758.000000 Penalty: 2984.898926
	Iteration 18Q: 3 clusters Score -608758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -608774.250000 Penalty: 2984.898926
	Iteration 19Q: 3 clusters Score -608774.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -608783.937500 Penalty: 2984.898926
	Iteration 20F: 3 clusters Score -608783.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -608792.625000 Penalty: 2984.898926
	Iteration 21Q: 3 clusters Score -608792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -608799.750000 Penalty: 2984.898926
	Iteration 22Q: 3 clusters Score -608799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -608806.375000 Penalty: 2984.898926
	Iteration 23Q: 3 clusters Score -608806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -608809.437500 Penalty: 2984.898926
	Iteration 24Q: 3 clusters Score -608809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -608812.125000 Penalty: 2984.898926
	Iteration 25Q: 3 clusters Score -608812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -608812.812500 Penalty: 2984.898926
	Iteration 26Q: 3 clusters Score -608812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -608816.500000 Penalty: 2984.898926
	Iteration 27Q: 3 clusters Score -608816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -608820.000000 Penalty: 2984.898926
	Iteration 28Q: 3 clusters Score -608820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -608821.500000 Penalty: 2984.898926
	Iteration 29Q: 3 clusters Score -608821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -608825.187500 Penalty: 2984.898926
	Iteration 30Q: 3 clusters Score -608825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -608827.812500 Penalty: 2984.898926
	Iteration 31Q: 3 clusters Score -608827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -608829.812500 Penalty: 2984.898926
	Iteration 32Q: 3 clusters Score -608829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -608830.250000 Penalty: 2984.898926
	Iteration 33Q: 3 clusters Score -608830.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -608830.250000 Penalty: 2984.898926
	Iteration 34F: 3 clusters Score -608830.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Entering Unmasked Estep 
Score: -344996.343750 Penalty: 1431.990356
	Iteration 0F: 2 clusters Score -344996.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -339976.906250 Penalty: 2863.980713
	Iteration 0F: 3 clusters Score -339976.9 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -341551.750000 Penalty: 2863.980713
	Iteration 1F: 3 clusters Score -341551.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -341887.781250 Penalty: 2863.980713
	Iteration 2F: 3 clusters Score -341887.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -342208.093750 Penalty: 2863.980713
	Iteration 3F: 3 clusters Score -342208.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -342493.812500 Penalty: 2863.980713
	Iteration 4F: 3 clusters Score -342493.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -342764.812500 Penalty: 2863.980713
	Iteration 5F: 3 clusters Score -342764.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -343010.031250 Penalty: 2863.980713
	Iteration 6F: 3 clusters Score -343010 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -343199.687500 Penalty: 2863.980713
	Iteration 7Q: 3 clusters Score -343199.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -343374.187500 Penalty: 2863.980713
	Iteration 8Q: 3 clusters Score -343374.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -343541.718750 Penalty: 2863.980713
	Iteration 9Q: 3 clusters Score -343541.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -343672.812500 Penalty: 2863.980713
	Iteration 10Q: 3 clusters Score -343672.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -343742.968750 Penalty: 2863.980713
	Iteration 11Q: 3 clusters Score -343743 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -343794.593750 Penalty: 2863.980713
	Iteration 12Q: 3 clusters Score -343794.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -343837.531250 Penalty: 2863.980713
	Iteration 13Q: 3 clusters Score -343837.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -343871.875000 Penalty: 2863.980713
	Iteration 14Q: 3 clusters Score -343871.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -343902.093750 Penalty: 2863.980713
	Iteration 15Q: 3 clusters Score -343902.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -343928.750000 Penalty: 2863.980713
	Iteration 16Q: 3 clusters Score -343928.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -343953.000000 Penalty: 2863.980713
	Iteration 17Q: 3 clusters Score -343953 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -343970.593750 Penalty: 2863.980713
	Iteration 18Q: 3 clusters Score -343970.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -343983.562500 Penalty: 2863.980713
	Iteration 19Q: 3 clusters Score -343983.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -343994.562500 Penalty: 2863.980713
	Iteration 20F: 3 clusters Score -343994.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -344005.093750 Penalty: 2863.980713
	Iteration 21Q: 3 clusters Score -344005.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -344017.031250 Penalty: 2863.980713
	Iteration 22Q: 3 clusters Score -344017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -344024.500000 Penalty: 2863.980713
	Iteration 23Q: 3 clusters Score -344024.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -344030.062500 Penalty: 2863.980713
	Iteration 24Q: 3 clusters Score -344030.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -344037.843750 Penalty: 2863.980713
	Iteration 25Q: 3 clusters Score -344037.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -344046.812500 Penalty: 2863.980713
	Iteration 26Q: 3 clusters Score -344046.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -344061.531250 Penalty: 2863.980713
	Iteration 27Q: 3 clusters Score -344061.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -344081.093750 Penalty: 2863.980713
	Iteration 28Q: 3 clusters Score -344081.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -344106.906250 Penalty: 2863.980713
	Iteration 29Q: 3 clusters Score -344106.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -344128.718750 Penalty: 2863.980713
	Iteration 30Q: 3 clusters Score -344128.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -344155.000000 Penalty: 2863.980713
	Iteration 31Q: 3 clusters Score -344155 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -344186.187500 Penalty: 2863.980713
	Iteration 32Q: 3 clusters Score -344186.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -344216.625000 Penalty: 2863.980713
	Iteration 33Q: 3 clusters Score -344216.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -344253.812500 Penalty: 2863.980713
	Iteration 34Q: 3 clusters Score -344253.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -344295.000000 Penalty: 2863.980713
	Iteration 35Q: 3 clusters Score -344295 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -344342.593750 Penalty: 2863.980713
	Iteration 36Q: 3 clusters Score -344342.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -344404.937500 Penalty: 2863.980713
	Iteration 37Q: 3 clusters Score -344404.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -344476.062500 Penalty: 2863.980713
	Iteration 38Q: 3 clusters Score -344476.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -344524.718750 Penalty: 2863.980713
	Iteration 39Q: 3 clusters Score -344524.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -344564.343750 Penalty: 2863.980713
	Iteration 40F: 3 clusters Score -344564.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -344592.687500 Penalty: 2863.980713
	Iteration 41Q: 3 clusters Score -344592.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -344615.500000 Penalty: 2863.980713
	Iteration 42Q: 3 clusters Score -344615.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -344632.843750 Penalty: 2863.980713
	Iteration 43Q: 3 clusters Score -344632.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -344643.031250 Penalty: 2863.980713
	Iteration 44Q: 3 clusters Score -344643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -344647.187500 Penalty: 2863.980713
	Iteration 45Q: 3 clusters Score -344647.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -344652.562500 Penalty: 2863.980713
	Iteration 46Q: 3 clusters Score -344652.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -344657.468750 Penalty: 2863.980713
	Iteration 47Q: 3 clusters Score -344657.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -344662.968750 Penalty: 2863.980713
	Iteration 48Q: 3 clusters Score -344663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -344668.656250 Penalty: 2863.980713
	Iteration 49Q: 3 clusters Score -344668.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -344671.125000 Penalty: 2863.980713
	Iteration 50Q: 3 clusters Score -344671.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -344675.437500 Penalty: 2863.980713
	Iteration 51Q: 3 clusters Score -344675.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -344680.937500 Penalty: 2863.980713
	Iteration 52Q: 3 clusters Score -344680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -344684.750000 Penalty: 2863.980713
	Iteration 53Q: 3 clusters Score -344684.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -344690.750000 Penalty: 2863.980713
	Iteration 54Q: 3 clusters Score -344690.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -344696.031250 Penalty: 2863.980713
	Iteration 55Q: 3 clusters Score -344696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -344702.531250 Penalty: 2863.980713
	Iteration 56Q: 3 clusters Score -344702.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -344709.750000 Penalty: 2863.980713
	Iteration 57Q: 3 clusters Score -344709.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -344717.562500 Penalty: 2863.980713
	Iteration 58Q: 3 clusters Score -344717.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -344721.656250 Penalty: 2863.980713
	Iteration 59Q: 3 clusters Score -344721.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -344726.093750 Penalty: 2863.980713
	Iteration 60F: 3 clusters Score -344726.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -344730.312500 Penalty: 2863.980713
	Iteration 61Q: 3 clusters Score -344730.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -344732.937500 Penalty: 2863.980713
	Iteration 62Q: 3 clusters Score -344732.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -344737.343750 Penalty: 2863.980713
	Iteration 63Q: 3 clusters Score -344737.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -344741.250000 Penalty: 2863.980713
	Iteration 64Q: 3 clusters Score -344741.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -344742.375000 Penalty: 2863.980713
	Iteration 65Q: 3 clusters Score -344742.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -344746.375000 Penalty: 2863.980713
	Iteration 66Q: 3 clusters Score -344746.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -344748.218750 Penalty: 2863.980713
	Iteration 67Q: 3 clusters Score -344748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -344750.593750 Penalty: 2863.980713
	Iteration 68Q: 3 clusters Score -344750.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -344753.750000 Penalty: 2863.980713
	Iteration 69Q: 3 clusters Score -344753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -344758.437500 Penalty: 2863.980713
	Iteration 70Q: 3 clusters Score -344758.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -344760.375000 Penalty: 2863.980713
	Iteration 71Q: 3 clusters Score -344760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -344761.156250 Penalty: 2863.980713
	Iteration 72Q: 3 clusters Score -344761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -344762.625000 Penalty: 2863.980713
	Iteration 73Q: 3 clusters Score -344762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -344765.562500 Penalty: 2863.980713
	Iteration 74Q: 3 clusters Score -344765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -344767.718750 Penalty: 2863.980713
	Iteration 75Q: 3 clusters Score -344767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -344770.375000 Penalty: 2863.980713
	Iteration 76Q: 3 clusters Score -344770.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -344771.906250 Penalty: 2863.980713
	Iteration 77Q: 3 clusters Score -344771.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -344775.250000 Penalty: 2863.980713
	Iteration 78Q: 3 clusters Score -344775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -344775.781250 Penalty: 2863.980713
	Iteration 79Q: 3 clusters Score -344775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -344778.375000 Penalty: 2863.980713
	Iteration 80F: 3 clusters Score -344778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -344779.687500 Penalty: 2863.980713
	Iteration 81Q: 3 clusters Score -344779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -344779.875000 Penalty: 2863.980713
	Iteration 82Q: 3 clusters Score -344779.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -344780.625000 Penalty: 2863.980713
	Iteration 83Q: 3 clusters Score -344780.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -344780.656250 Penalty: 2863.980713
	Iteration 84Q: 3 clusters Score -344780.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -344781.937500 Penalty: 2863.980713
	Iteration 85Q: 3 clusters Score -344781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -344784.031250 Penalty: 2863.980713
	Iteration 86Q: 3 clusters Score -344784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -344786.562500 Penalty: 2863.980713
	Iteration 87Q: 3 clusters Score -344786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -344787.531250 Penalty: 2863.980713
	Iteration 88Q: 3 clusters Score -344787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -344786.562500 Penalty: 2863.980713
	Iteration 89Q: 3 clusters Score -344786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -344786.718750 Penalty: 2863.980713
	Iteration 90Q: 3 clusters Score -344786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -344787.718750 Penalty: 2863.980713
	Iteration 91Q: 3 clusters Score -344787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -344787.875000 Penalty: 2863.980713
	Iteration 92Q: 3 clusters Score -344787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -344788.343750 Penalty: 2863.980713
	Iteration 93Q: 3 clusters Score -344788.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -344788.156250 Penalty: 2863.980713
	Iteration 94Q: 3 clusters Score -344788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -344788.156250 Penalty: 2863.980713
	Iteration 95F: 3 clusters Score -344788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Entering Unmasked Estep 
Score: -466361.843750 Penalty: 1455.909058
	Iteration 0F: 2 clusters Score -466361.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -460598.031250 Penalty: 2911.818115
	Iteration 0F: 3 clusters Score -460598 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -462363.281250 Penalty: 2911.818115
	Iteration 1F: 3 clusters Score -462363.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -462574.437500 Penalty: 2911.818115
	Iteration 2F: 3 clusters Score -462574.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -462731.093750 Penalty: 2911.818115
	Iteration 3Q: 3 clusters Score -462731.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -462853.562500 Penalty: 2911.818115
	Iteration 4Q: 3 clusters Score -462853.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -462961.062500 Penalty: 2911.818115
	Iteration 5Q: 3 clusters Score -462961.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -463051.593750 Penalty: 2911.818115
	Iteration 6Q: 3 clusters Score -463051.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -463141.031250 Penalty: 2911.818115
	Iteration 7Q: 3 clusters Score -463141 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -463240.281250 Penalty: 2911.818115
	Iteration 8Q: 3 clusters Score -463240.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -463356.125000 Penalty: 2911.818115
	Iteration 9Q: 3 clusters Score -463356.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -463513.750000 Penalty: 2911.818115
	Iteration 10Q: 3 clusters Score -463513.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -463670.593750 Penalty: 2911.818115
	Iteration 11Q: 3 clusters Score -463670.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -463855.437500 Penalty: 2911.818115
	Iteration 12Q: 3 clusters Score -463855.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -464070.156250 Penalty: 2911.818115
	Iteration 13Q: 3 clusters Score -464070.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -464286.812500 Penalty: 2911.818115
	Iteration 14Q: 3 clusters Score -464286.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -464487.781250 Penalty: 2911.818115
	Iteration 15Q: 3 clusters Score -464487.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -464685.125000 Penalty: 2911.818115
	Iteration 16Q: 3 clusters Score -464685.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -464834.468750 Penalty: 2911.818115
	Iteration 17Q: 3 clusters Score -464834.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -464944.000000 Penalty: 2911.818115
	Iteration 18Q: 3 clusters Score -464944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -465009.718750 Penalty: 2911.818115
	Iteration 19Q: 3 clusters Score -465009.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -465063.875000 Penalty: 2911.818115
	Iteration 20F: 3 clusters Score -465063.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -465098.125000 Penalty: 2911.818115
	Iteration 21Q: 3 clusters Score -465098.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -465123.906250 Penalty: 2911.818115
	Iteration 22Q: 3 clusters Score -465123.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -465144.937500 Penalty: 2911.818115
	Iteration 23Q: 3 clusters Score -465144.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -465155.187500 Penalty: 2911.818115
	Iteration 24Q: 3 clusters Score -465155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -465160.500000 Penalty: 2911.818115
	Iteration 25Q: 3 clusters Score -465160.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -465169.281250 Penalty: 2911.818115
	Iteration 26Q: 3 clusters Score -465169.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -465176.968750 Penalty: 2911.818115
	Iteration 27Q: 3 clusters Score -465177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -465183.156250 Penalty: 2911.818115
	Iteration 28Q: 3 clusters Score -465183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -465193.593750 Penalty: 2911.818115
	Iteration 29Q: 3 clusters Score -465193.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -465200.531250 Penalty: 2911.818115
	Iteration 30Q: 3 clusters Score -465200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -465201.750000 Penalty: 2911.818115
	Iteration 31Q: 3 clusters Score -465201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -465202.156250 Penalty: 2911.818115
	Iteration 32Q: 3 clusters Score -465202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -465202.156250 Penalty: 2911.818115
	Iteration 33F: 3 clusters Score -465202.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Entering Unmasked Estep 
Score: -1697008.500000 Penalty: 1659.079712
	Iteration 0F: 2 clusters Score -1697008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1678673.375000 Penalty: 3318.159424
	Iteration 0F: 3 clusters Score -1678673 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1685456.875000 Penalty: 3318.159424
	Iteration 1F: 3 clusters Score -1685457 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1685871.125000 Penalty: 3318.159424
	Iteration 2Q: 3 clusters Score -1685871 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1686264.375000 Penalty: 3318.159424
	Iteration 3Q: 3 clusters Score -1686264 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1686741.375000 Penalty: 3318.159424
	Iteration 4Q: 3 clusters Score -1686741 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1687395.000000 Penalty: 3318.159424
	Iteration 5Q: 3 clusters Score -1687395 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1688328.875000 Penalty: 3318.159424
	Iteration 6F: 3 clusters Score -1688329 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1689568.375000 Penalty: 3318.159424
	Iteration 7F: 3 clusters Score -1689568 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1691119.500000 Penalty: 3318.159424
	Iteration 8F: 3 clusters Score -1691120 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1692758.750000 Penalty: 3318.159424
	Iteration 9F: 3 clusters Score -1692759 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1694010.875000 Penalty: 3318.159424
	Iteration 10Q: 3 clusters Score -1694011 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1694705.250000 Penalty: 3318.159424
	Iteration 11Q: 3 clusters Score -1694705 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1695118.250000 Penalty: 3318.159424
	Iteration 12Q: 3 clusters Score -1695118 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1695352.250000 Penalty: 3318.159424
	Iteration 13Q: 3 clusters Score -1695352 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1695471.000000 Penalty: 3318.159424
	Iteration 14Q: 3 clusters Score -1695471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1695538.250000 Penalty: 3318.159424
	Iteration 15Q: 3 clusters Score -1695538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1695587.875000 Penalty: 3318.159424
	Iteration 16Q: 3 clusters Score -1695588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1695621.625000 Penalty: 3318.159424
	Iteration 17Q: 3 clusters Score -1695622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1695643.875000 Penalty: 3318.159424
	Iteration 18Q: 3 clusters Score -1695644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1695666.000000 Penalty: 3318.159424
	Iteration 19Q: 3 clusters Score -1695666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1695682.875000 Penalty: 3318.159424
	Iteration 20F: 3 clusters Score -1695683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1695693.250000 Penalty: 3318.159424
	Iteration 21Q: 3 clusters Score -1695693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1695695.875000 Penalty: 3318.159424
	Iteration 22Q: 3 clusters Score -1695696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1695706.375000 Penalty: 3318.159424
	Iteration 23Q: 3 clusters Score -1695706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1695707.750000 Penalty: 3318.159424
	Iteration 24Q: 3 clusters Score -1695708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1695709.000000 Penalty: 3318.159424
	Iteration 25Q: 3 clusters Score -1695709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1695713.375000 Penalty: 3318.159424
	Iteration 26Q: 3 clusters Score -1695713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1695715.000000 Penalty: 3318.159424
	Iteration 27Q: 3 clusters Score -1695715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1695715.000000 Penalty: 3318.159424
	Iteration 28Q: 3 clusters Score -1695715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1695715.750000 Penalty: 3318.159424
	Iteration 29Q: 3 clusters Score -1695716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1695715.750000 Penalty: 3318.159424
	Iteration 30F: 3 clusters Score -1695716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Entering Unmasked Estep 
Score: -535284.750000 Penalty: 1477.451294
	Iteration 0F: 2 clusters Score -535284.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -528834.937500 Penalty: 2954.902588
	Iteration 0F: 3 clusters Score -528834.9 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -530906.125000 Penalty: 2954.902588
	Iteration 1F: 3 clusters Score -530906.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -531197.062500 Penalty: 2954.902588
	Iteration 2F: 3 clusters Score -531197.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -531480.875000 Penalty: 2954.902588
	Iteration 3F: 3 clusters Score -531480.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -531720.062500 Penalty: 2954.902588
	Iteration 4F: 3 clusters Score -531720.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -531945.875000 Penalty: 2954.902588
	Iteration 5Q: 3 clusters Score -531945.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -532192.937500 Penalty: 2954.902588
	Iteration 6Q: 3 clusters Score -532192.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -532481.437500 Penalty: 2954.902588
	Iteration 7Q: 3 clusters Score -532481.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -532770.875000 Penalty: 2954.902588
	Iteration 8Q: 3 clusters Score -532770.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -532975.500000 Penalty: 2954.902588
	Iteration 9Q: 3 clusters Score -532975.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -533087.687500 Penalty: 2954.902588
	Iteration 10Q: 3 clusters Score -533087.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -533158.312500 Penalty: 2954.902588
	Iteration 11Q: 3 clusters Score -533158.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -533203.250000 Penalty: 2954.902588
	Iteration 12Q: 3 clusters Score -533203.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -533227.062500 Penalty: 2954.902588
	Iteration 13Q: 3 clusters Score -533227.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -533244.125000 Penalty: 2954.902588
	Iteration 14Q: 3 clusters Score -533244.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -533255.625000 Penalty: 2954.902588
	Iteration 15Q: 3 clusters Score -533255.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -533265.687500 Penalty: 2954.902588
	Iteration 16Q: 3 clusters Score -533265.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -533274.875000 Penalty: 2954.902588
	Iteration 17Q: 3 clusters Score -533274.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -533280.562500 Penalty: 2954.902588
	Iteration 18Q: 3 clusters Score -533280.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -533286.687500 Penalty: 2954.902588
	Iteration 19Q: 3 clusters Score -533286.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -533290.125000 Penalty: 2954.902588
	Iteration 20F: 3 clusters Score -533290.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -533292.500000 Penalty: 2954.902588
	Iteration 21Q: 3 clusters Score -533292.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -533294.000000 Penalty: 2954.902588
	Iteration 22Q: 3 clusters Score -533294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -533293.500000 Penalty: 2954.902588
	Iteration 23Q: 3 clusters Score -533293.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -533295.500000 Penalty: 2954.902588
	Iteration 24Q: 3 clusters Score -533295.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -533295.437500 Penalty: 2954.902588
	Iteration 25Q: 3 clusters Score -533295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -533296.375000 Penalty: 2954.902588
	Iteration 26Q: 3 clusters Score -533296.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -533296.937500 Penalty: 2954.902588
	Iteration 27Q: 3 clusters Score -533296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -533297.500000 Penalty: 2954.902588
	Iteration 28Q: 3 clusters Score -533297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -533298.312500 Penalty: 2954.902588
	Iteration 29Q: 3 clusters Score -533298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -533297.500000 Penalty: 2954.902588
	Iteration 30Q: 3 clusters Score -533297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -533299.062500 Penalty: 2954.902588
	Iteration 31Q: 3 clusters Score -533299.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -533300.500000 Penalty: 2954.902588
	Iteration 32Q: 3 clusters Score -533300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -533301.500000 Penalty: 2954.902588
	Iteration 33Q: 3 clusters Score -533301.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -533303.250000 Penalty: 2954.902588
	Iteration 34Q: 3 clusters Score -533303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -533303.125000 Penalty: 2954.902588
	Iteration 35Q: 3 clusters Score -533303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -533301.750000 Penalty: 2954.902588
	Iteration 36Q: 3 clusters Score -533301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -533302.875000 Penalty: 2954.902588
	Iteration 37Q: 3 clusters Score -533302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -533302.875000 Penalty: 2954.902588
	Iteration 38F: 3 clusters Score -533302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Entering Unmasked Estep 
Score: -844569.750000 Penalty: 1545.435303
	Iteration 0F: 2 clusters Score -844569.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -835212.812500 Penalty: 3090.870605
	Iteration 0F: 3 clusters Score -835212.8 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -838417.062500 Penalty: 3090.870605
	Iteration 1F: 3 clusters Score -838417.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -838688.250000 Penalty: 3090.870605
	Iteration 2F: 3 clusters Score -838688.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -838895.625000 Penalty: 3090.870605
	Iteration 3Q: 3 clusters Score -838895.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -839091.500000 Penalty: 3090.870605
	Iteration 4Q: 3 clusters Score -839091.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -839300.625000 Penalty: 3090.870605
	Iteration 5Q: 3 clusters Score -839300.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -839549.312500 Penalty: 3090.870605
	Iteration 6Q: 3 clusters Score -839549.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -839849.437500 Penalty: 3090.870605
	Iteration 7Q: 3 clusters Score -839849.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -840221.437500 Penalty: 3090.870605
	Iteration 8Q: 3 clusters Score -840221.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -840693.062500 Penalty: 3090.870605
	Iteration 9F: 3 clusters Score -840693.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -841220.750000 Penalty: 3090.870605
	Iteration 10F: 3 clusters Score -841220.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -841766.500000 Penalty: 3090.870605
	Iteration 11Q: 3 clusters Score -841766.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -842241.500000 Penalty: 3090.870605
	Iteration 12Q: 3 clusters Score -842241.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -842581.562500 Penalty: 3090.870605
	Iteration 13Q: 3 clusters Score -842581.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -842831.062500 Penalty: 3090.870605
	Iteration 14Q: 3 clusters Score -842831.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -843013.437500 Penalty: 3090.870605
	Iteration 15Q: 3 clusters Score -843013.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -843091.500000 Penalty: 3090.870605
	Iteration 16Q: 3 clusters Score -843091.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -843131.687500 Penalty: 3090.870605
	Iteration 17Q: 3 clusters Score -843131.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -843163.812500 Penalty: 3090.870605
	Iteration 18Q: 3 clusters Score -843163.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -843191.625000 Penalty: 3090.870605
	Iteration 19Q: 3 clusters Score -843191.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -843209.625000 Penalty: 3090.870605
	Iteration 20F: 3 clusters Score -843209.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -843222.812500 Penalty: 3090.870605
	Iteration 21Q: 3 clusters Score -843222.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -843229.750000 Penalty: 3090.870605
	Iteration 22Q: 3 clusters Score -843229.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -843237.125000 Penalty: 3090.870605
	Iteration 23Q: 3 clusters Score -843237.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -843240.437500 Penalty: 3090.870605
	Iteration 24Q: 3 clusters Score -843240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -843244.125000 Penalty: 3090.870605
	Iteration 25Q: 3 clusters Score -843244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -843245.250000 Penalty: 3090.870605
	Iteration 26Q: 3 clusters Score -843245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -843247.125000 Penalty: 3090.870605
	Iteration 27Q: 3 clusters Score -843247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -843246.937500 Penalty: 3090.870605
	Iteration 28Q: 3 clusters Score -843246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -843246.937500 Penalty: 3090.870605
	Iteration 29F: 3 clusters Score -843246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -301580.000000 Penalty: 1383.881226
	Iteration 0F: 2 clusters Score -301580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -297616.718750 Penalty: 2767.762451
	Iteration 0F: 3 clusters Score -297616.7 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -298706.250000 Penalty: 2767.762451
	Iteration 1F: 3 clusters Score -298706.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -298900.125000 Penalty: 2767.762451
	Iteration 2F: 3 clusters Score -298900.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -299022.031250 Penalty: 2767.762451
	Iteration 3F: 3 clusters Score -299022 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -299095.875000 Penalty: 2767.762451
	Iteration 4Q: 3 clusters Score -299095.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -299154.187500 Penalty: 2767.762451
	Iteration 5Q: 3 clusters Score -299154.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -299209.781250 Penalty: 2767.762451
	Iteration 6Q: 3 clusters Score -299209.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -299257.406250 Penalty: 2767.762451
	Iteration 7Q: 3 clusters Score -299257.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -299290.937500 Penalty: 2767.762451
	Iteration 8Q: 3 clusters Score -299290.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -299325.906250 Penalty: 2767.762451
	Iteration 9Q: 3 clusters Score -299325.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -299363.812500 Penalty: 2767.762451
	Iteration 10Q: 3 clusters Score -299363.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -299396.156250 Penalty: 2767.762451
	Iteration 11Q: 3 clusters Score -299396.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -299424.281250 Penalty: 2767.762451
	Iteration 12Q: 3 clusters Score -299424.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -299455.218750 Penalty: 2767.762451
	Iteration 13Q: 3 clusters Score -299455.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -299492.437500 Penalty: 2767.762451
	Iteration 14Q: 3 clusters Score -299492.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -299530.093750 Penalty: 2767.762451
	Iteration 15Q: 3 clusters Score -299530.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -299568.843750 Penalty: 2767.762451
	Iteration 16Q: 3 clusters Score -299568.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -299610.218750 Penalty: 2767.762451
	Iteration 17Q: 3 clusters Score -299610.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -299646.312500 Penalty: 2767.762451
	Iteration 18Q: 3 clusters Score -299646.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -299682.000000 Penalty: 2767.762451
	Iteration 19Q: 3 clusters Score -299682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -299724.968750 Penalty: 2767.762451
	Iteration 20F: 3 clusters Score -299725 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -299782.250000 Penalty: 2767.762451
	Iteration 21Q: 3 clusters Score -299782.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -299841.031250 Penalty: 2767.762451
	Iteration 22Q: 3 clusters Score -299841 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -299898.593750 Penalty: 2767.762451
	Iteration 23Q: 3 clusters Score -299898.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -299954.093750 Penalty: 2767.762451
	Iteration 24Q: 3 clusters Score -299954.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -300013.312500 Penalty: 2767.762451
	Iteration 25Q: 3 clusters Score -300013.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -300065.437500 Penalty: 2767.762451
	Iteration 26Q: 3 clusters Score -300065.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -300109.937500 Penalty: 2767.762451
	Iteration 27Q: 3 clusters Score -300109.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -300160.281250 Penalty: 2767.762451
	Iteration 28Q: 3 clusters Score -300160.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -300206.906250 Penalty: 2767.762451
	Iteration 29Q: 3 clusters Score -300206.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -300247.218750 Penalty: 2767.762451
	Iteration 30Q: 3 clusters Score -300247.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -300280.562500 Penalty: 2767.762451
	Iteration 31Q: 3 clusters Score -300280.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -300309.156250 Penalty: 2767.762451
	Iteration 32Q: 3 clusters Score -300309.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -300335.906250 Penalty: 2767.762451
	Iteration 33Q: 3 clusters Score -300335.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -300350.093750 Penalty: 2767.762451
	Iteration 34Q: 3 clusters Score -300350.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -300361.250000 Penalty: 2767.762451
	Iteration 35Q: 3 clusters Score -300361.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -300368.281250 Penalty: 2767.762451
	Iteration 36Q: 3 clusters Score -300368.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -300374.000000 Penalty: 2767.762451
	Iteration 37Q: 3 clusters Score -300374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -300378.093750 Penalty: 2767.762451
	Iteration 38Q: 3 clusters Score -300378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -300380.906250 Penalty: 2767.762451
	Iteration 39Q: 3 clusters Score -300380.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -300386.937500 Penalty: 2767.762451
	Iteration 40F: 3 clusters Score -300386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -300390.906250 Penalty: 2767.762451
	Iteration 41Q: 3 clusters Score -300390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -300394.875000 Penalty: 2767.762451
	Iteration 42Q: 3 clusters Score -300394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -300397.375000 Penalty: 2767.762451
	Iteration 43Q: 3 clusters Score -300397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -300401.656250 Penalty: 2767.762451
	Iteration 44Q: 3 clusters Score -300401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -300402.281250 Penalty: 2767.762451
	Iteration 45Q: 3 clusters Score -300402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -300403.375000 Penalty: 2767.762451
	Iteration 46Q: 3 clusters Score -300403.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -300403.375000 Penalty: 2767.762451
	Iteration 47F: 3 clusters Score -300403.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Entering Unmasked Estep 
Score: -1510131.375000 Penalty: 1639.248413
	Iteration 0F: 2 clusters Score -1510131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1493794.500000 Penalty: 3278.496826
	Iteration 0F: 3 clusters Score -1493794 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1499792.875000 Penalty: 3278.496826
	Iteration 1F: 3 clusters Score -1499793 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1500146.250000 Penalty: 3278.496826
	Iteration 2Q: 3 clusters Score -1500146 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1500479.625000 Penalty: 3278.496826
	Iteration 3Q: 3 clusters Score -1500480 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1500849.500000 Penalty: 3278.496826
	Iteration 4Q: 3 clusters Score -1500850 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1501322.875000 Penalty: 3278.496826
	Iteration 5Q: 3 clusters Score -1501323 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1501999.625000 Penalty: 3278.496826
	Iteration 6F: 3 clusters Score -1502000 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1502974.000000 Penalty: 3278.496826
	Iteration 7F: 3 clusters Score -1502974 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1504280.000000 Penalty: 3278.496826
	Iteration 8F: 3 clusters Score -1504280 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -1505760.750000 Penalty: 3278.496826
	Iteration 9F: 3 clusters Score -1505761 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -1506947.875000 Penalty: 3278.496826
	Iteration 10F: 3 clusters Score -1506948 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -1507751.500000 Penalty: 3278.496826
	Iteration 11Q: 3 clusters Score -1507752 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -1508153.625000 Penalty: 3278.496826
	Iteration 12Q: 3 clusters Score -1508154 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -1508376.375000 Penalty: 3278.496826
	Iteration 13Q: 3 clusters Score -1508376 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -1508502.250000 Penalty: 3278.496826
	Iteration 14Q: 3 clusters Score -1508502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -1508562.500000 Penalty: 3278.496826
	Iteration 15Q: 3 clusters Score -1508562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -1508602.750000 Penalty: 3278.496826
	Iteration 16Q: 3 clusters Score -1508603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -1508643.750000 Penalty: 3278.496826
	Iteration 17Q: 3 clusters Score -1508644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -1508658.000000 Penalty: 3278.496826
	Iteration 18Q: 3 clusters Score -1508658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -1508667.125000 Penalty: 3278.496826
	Iteration 19Q: 3 clusters Score -1508667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -1508682.000000 Penalty: 3278.496826
	Iteration 20F: 3 clusters Score -1508682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -1508686.125000 Penalty: 3278.496826
	Iteration 21Q: 3 clusters Score -1508686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -1508691.125000 Penalty: 3278.496826
	Iteration 22Q: 3 clusters Score -1508691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -1508698.000000 Penalty: 3278.496826
	Iteration 23Q: 3 clusters Score -1508698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -1508698.500000 Penalty: 3278.496826
	Iteration 24Q: 3 clusters Score -1508698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -1508701.625000 Penalty: 3278.496826
	Iteration 25Q: 3 clusters Score -1508702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -1508701.625000 Penalty: 3278.496826
	Iteration 26F: 3 clusters Score -1508702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -401272.562500 Penalty: 1432.473511
	Iteration 0F: 2 clusters Score -401272.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -396188.250000 Penalty: 2864.947021
	Iteration 0F: 3 clusters Score -396188.2 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -397685.000000 Penalty: 2864.947021
	Iteration 1F: 3 clusters Score -397685 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -397978.468750 Penalty: 2864.947021
	Iteration 2F: 3 clusters Score -397978.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -398234.656250 Penalty: 2864.947021
	Iteration 3F: 3 clusters Score -398234.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -398438.593750 Penalty: 2864.947021
	Iteration 4F: 3 clusters Score -398438.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -398655.531250 Penalty: 2864.947021
	Iteration 5Q: 3 clusters Score -398655.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -398914.437500 Penalty: 2864.947021
	Iteration 6F: 3 clusters Score -398914.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -399156.875000 Penalty: 2864.947021
	Iteration 7Q: 3 clusters Score -399156.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -399416.875000 Penalty: 2864.947021
	Iteration 8Q: 3 clusters Score -399416.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -399632.468750 Penalty: 2864.947021
	Iteration 9Q: 3 clusters Score -399632.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -399786.718750 Penalty: 2864.947021
	Iteration 10Q: 3 clusters Score -399786.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -399875.375000 Penalty: 2864.947021
	Iteration 11Q: 3 clusters Score -399875.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -399937.687500 Penalty: 2864.947021
	Iteration 12Q: 3 clusters Score -399937.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -399995.250000 Penalty: 2864.947021
	Iteration 13Q: 3 clusters Score -399995.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -400047.625000 Penalty: 2864.947021
	Iteration 14Q: 3 clusters Score -400047.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -400100.812500 Penalty: 2864.947021
	Iteration 15Q: 3 clusters Score -400100.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -400145.843750 Penalty: 2864.947021
	Iteration 16Q: 3 clusters Score -400145.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -400180.875000 Penalty: 2864.947021
	Iteration 17Q: 3 clusters Score -400180.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -400206.875000 Penalty: 2864.947021
	Iteration 18Q: 3 clusters Score -400206.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -400218.375000 Penalty: 2864.947021
	Iteration 19Q: 3 clusters Score -400218.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -400228.031250 Penalty: 2864.947021
	Iteration 20F: 3 clusters Score -400228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -400239.250000 Penalty: 2864.947021
	Iteration 21Q: 3 clusters Score -400239.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -400251.843750 Penalty: 2864.947021
	Iteration 22Q: 3 clusters Score -400251.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -400265.843750 Penalty: 2864.947021
	Iteration 23Q: 3 clusters Score -400265.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -400274.000000 Penalty: 2864.947021
	Iteration 24Q: 3 clusters Score -400274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -400279.437500 Penalty: 2864.947021
	Iteration 25Q: 3 clusters Score -400279.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -400283.750000 Penalty: 2864.947021
	Iteration 26Q: 3 clusters Score -400283.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -400288.687500 Penalty: 2864.947021
	Iteration 27Q: 3 clusters Score -400288.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -400292.625000 Penalty: 2864.947021
	Iteration 28Q: 3 clusters Score -400292.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -400294.343750 Penalty: 2864.947021
	Iteration 29Q: 3 clusters Score -400294.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -400299.843750 Penalty: 2864.947021
	Iteration 30Q: 3 clusters Score -400299.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -400302.062500 Penalty: 2864.947021
	Iteration 31Q: 3 clusters Score -400302.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -400305.437500 Penalty: 2864.947021
	Iteration 32Q: 3 clusters Score -400305.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -400308.187500 Penalty: 2864.947021
	Iteration 33Q: 3 clusters Score -400308.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -400310.062500 Penalty: 2864.947021
	Iteration 34Q: 3 clusters Score -400310.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -400313.812500 Penalty: 2864.947021
	Iteration 35Q: 3 clusters Score -400313.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -400317.125000 Penalty: 2864.947021
	Iteration 36Q: 3 clusters Score -400317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -400319.312500 Penalty: 2864.947021
	Iteration 37Q: 3 clusters Score -400319.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -400321.187500 Penalty: 2864.947021
	Iteration 38Q: 3 clusters Score -400321.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -400323.875000 Penalty: 2864.947021
	Iteration 39Q: 3 clusters Score -400323.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -400327.125000 Penalty: 2864.947021
	Iteration 40F: 3 clusters Score -400327.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -400328.750000 Penalty: 2864.947021
	Iteration 41Q: 3 clusters Score -400328.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -400333.687500 Penalty: 2864.947021
	Iteration 42Q: 3 clusters Score -400333.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -400335.968750 Penalty: 2864.947021
	Iteration 43Q: 3 clusters Score -400336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -400337.593750 Penalty: 2864.947021
	Iteration 44Q: 3 clusters Score -400337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -400337.343750 Penalty: 2864.947021
	Iteration 45Q: 3 clusters Score -400337.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -400339.750000 Penalty: 2864.947021
	Iteration 46Q: 3 clusters Score -400339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -400343.906250 Penalty: 2864.947021
	Iteration 47Q: 3 clusters Score -400343.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -400347.750000 Penalty: 2864.947021
	Iteration 48Q: 3 clusters Score -400347.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -400353.468750 Penalty: 2864.947021
	Iteration 49Q: 3 clusters Score -400353.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -400355.593750 Penalty: 2864.947021
	Iteration 50Q: 3 clusters Score -400355.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -400357.875000 Penalty: 2864.947021
	Iteration 51Q: 3 clusters Score -400357.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -400360.750000 Penalty: 2864.947021
	Iteration 52Q: 3 clusters Score -400360.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -400363.062500 Penalty: 2864.947021
	Iteration 53Q: 3 clusters Score -400363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -400363.156250 Penalty: 2864.947021
	Iteration 54Q: 3 clusters Score -400363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -400363.875000 Penalty: 2864.947021
	Iteration 55Q: 3 clusters Score -400363.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -400363.968750 Penalty: 2864.947021
	Iteration 56Q: 3 clusters Score -400364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -400364.968750 Penalty: 2864.947021
	Iteration 57Q: 3 clusters Score -400365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -400364.187500 Penalty: 2864.947021
	Iteration 58Q: 3 clusters Score -400364.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -400365.906250 Penalty: 2864.947021
	Iteration 59Q: 3 clusters Score -400365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -400364.687500 Penalty: 2864.947021
	Iteration 60F: 3 clusters Score -400364.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -400365.343750 Penalty: 2864.947021
	Iteration 61Q: 3 clusters Score -400365.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -400367.531250 Penalty: 2864.947021
	Iteration 62Q: 3 clusters Score -400367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -400367.781250 Penalty: 2864.947021
	Iteration 63Q: 3 clusters Score -400367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -400369.125000 Penalty: 2864.947021
	Iteration 64Q: 3 clusters Score -400369.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -400371.000000 Penalty: 2864.947021
	Iteration 65Q: 3 clusters Score -400371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -400375.031250 Penalty: 2864.947021
	Iteration 66Q: 3 clusters Score -400375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -400377.031250 Penalty: 2864.947021
	Iteration 67Q: 3 clusters Score -400377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -400379.125000 Penalty: 2864.947021
	Iteration 68Q: 3 clusters Score -400379.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -400381.343750 Penalty: 2864.947021
	Iteration 69Q: 3 clusters Score -400381.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -400384.593750 Penalty: 2864.947021
	Iteration 70Q: 3 clusters Score -400384.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -400386.812500 Penalty: 2864.947021
	Iteration 71Q: 3 clusters Score -400386.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -400387.843750 Penalty: 2864.947021
	Iteration 72Q: 3 clusters Score -400387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -400389.968750 Penalty: 2864.947021
	Iteration 73Q: 3 clusters Score -400390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -400389.937500 Penalty: 2864.947021
	Iteration 74Q: 3 clusters Score -400389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -400391.343750 Penalty: 2864.947021
	Iteration 75Q: 3 clusters Score -400391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -400391.906250 Penalty: 2864.947021
	Iteration 76Q: 3 clusters Score -400391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -400392.625000 Penalty: 2864.947021
	Iteration 77Q: 3 clusters Score -400392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -400393.937500 Penalty: 2864.947021
	Iteration 78Q: 3 clusters Score -400393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -400394.593750 Penalty: 2864.947021
	Iteration 79Q: 3 clusters Score -400394.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -400395.750000 Penalty: 2864.947021
	Iteration 80F: 3 clusters Score -400395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -400396.406250 Penalty: 2864.947021
	Iteration 81Q: 3 clusters Score -400396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -400396.531250 Penalty: 2864.947021
	Iteration 82Q: 3 clusters Score -400396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -400396.531250 Penalty: 2864.947021
	Iteration 83F: 3 clusters Score -400396.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -255799.828125 Penalty: 1359.686279
	Iteration 0F: 2 clusters Score -255799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -252267.359375 Penalty: 2719.372559
	Iteration 0F: 3 clusters Score -252267.4 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -253246.000000 Penalty: 2719.372559
	Iteration 1F: 3 clusters Score -253246 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -253459.531250 Penalty: 2719.372559
	Iteration 2F: 3 clusters Score -253459.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -253598.828125 Penalty: 2719.372559
	Iteration 3F: 3 clusters Score -253598.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -253700.890625 Penalty: 2719.372559
	Iteration 4Q: 3 clusters Score -253700.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -253791.953125 Penalty: 2719.372559
	Iteration 5Q: 3 clusters Score -253792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -253871.015625 Penalty: 2719.372559
	Iteration 6Q: 3 clusters Score -253871 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -253956.062500 Penalty: 2719.372559
	Iteration 7Q: 3 clusters Score -253956.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -254030.671875 Penalty: 2719.372559
	Iteration 8Q: 3 clusters Score -254030.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -254096.406250 Penalty: 2719.372559
	Iteration 9Q: 3 clusters Score -254096.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -254169.281250 Penalty: 2719.372559
	Iteration 10Q: 3 clusters Score -254169.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -254276.281250 Penalty: 2719.372559
	Iteration 11Q: 3 clusters Score -254276.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -254366.687500 Penalty: 2719.372559
	Iteration 12Q: 3 clusters Score -254366.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -254445.328125 Penalty: 2719.372559
	Iteration 13Q: 3 clusters Score -254445.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -254518.390625 Penalty: 2719.372559
	Iteration 14Q: 3 clusters Score -254518.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -254557.546875 Penalty: 2719.372559
	Iteration 15Q: 3 clusters Score -254557.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -254598.031250 Penalty: 2719.372559
	Iteration 16Q: 3 clusters Score -254598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -254630.359375 Penalty: 2719.372559
	Iteration 17Q: 3 clusters Score -254630.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -254657.843750 Penalty: 2719.372559
	Iteration 18Q: 3 clusters Score -254657.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -254678.531250 Penalty: 2719.372559
	Iteration 19Q: 3 clusters Score -254678.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -254703.968750 Penalty: 2719.372559
	Iteration 20F: 3 clusters Score -254704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -254725.968750 Penalty: 2719.372559
	Iteration 21Q: 3 clusters Score -254726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -254747.250000 Penalty: 2719.372559
	Iteration 22Q: 3 clusters Score -254747.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -254762.937500 Penalty: 2719.372559
	Iteration 23Q: 3 clusters Score -254762.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -254782.609375 Penalty: 2719.372559
	Iteration 24Q: 3 clusters Score -254782.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -254801.234375 Penalty: 2719.372559
	Iteration 25Q: 3 clusters Score -254801.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -254819.765625 Penalty: 2719.372559
	Iteration 26Q: 3 clusters Score -254819.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -254831.046875 Penalty: 2719.372559
	Iteration 27Q: 3 clusters Score -254831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -254841.281250 Penalty: 2719.372559
	Iteration 28Q: 3 clusters Score -254841.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -254849.921875 Penalty: 2719.372559
	Iteration 29Q: 3 clusters Score -254849.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -254864.375000 Penalty: 2719.372559
	Iteration 30Q: 3 clusters Score -254864.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -254872.234375 Penalty: 2719.372559
	Iteration 31Q: 3 clusters Score -254872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -254875.828125 Penalty: 2719.372559
	Iteration 32Q: 3 clusters Score -254875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -254881.093750 Penalty: 2719.372559
	Iteration 33Q: 3 clusters Score -254881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -254887.734375 Penalty: 2719.372559
	Iteration 34Q: 3 clusters Score -254887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -254890.890625 Penalty: 2719.372559
	Iteration 35Q: 3 clusters Score -254890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -254893.140625 Penalty: 2719.372559
	Iteration 36Q: 3 clusters Score -254893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -254893.812500 Penalty: 2719.372559
	Iteration 37Q: 3 clusters Score -254893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -254893.812500 Penalty: 2719.372559
	Iteration 38F: 3 clusters Score -254893.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -287447.093750 Penalty: 1375.503296
	Iteration 0F: 2 clusters Score -287447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -283650.093750 Penalty: 2751.006592
	Iteration 0F: 3 clusters Score -283650.1 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -284654.875000 Penalty: 2751.006592
	Iteration 1F: 3 clusters Score -284654.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -284835.656250 Penalty: 2751.006592
	Iteration 2F: 3 clusters Score -284835.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -284975.343750 Penalty: 2751.006592
	Iteration 3F: 3 clusters Score -284975.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -285095.906250 Penalty: 2751.006592
	Iteration 4Q: 3 clusters Score -285095.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -285209.031250 Penalty: 2751.006592
	Iteration 5Q: 3 clusters Score -285209 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -285289.187500 Penalty: 2751.006592
	Iteration 6Q: 3 clusters Score -285289.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -285349.125000 Penalty: 2751.006592
	Iteration 7Q: 3 clusters Score -285349.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -285414.812500 Penalty: 2751.006592
	Iteration 8Q: 3 clusters Score -285414.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -285490.718750 Penalty: 2751.006592
	Iteration 9Q: 3 clusters Score -285490.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -285568.062500 Penalty: 2751.006592
	Iteration 10Q: 3 clusters Score -285568.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -285651.718750 Penalty: 2751.006592
	Iteration 11Q: 3 clusters Score -285651.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -285761.875000 Penalty: 2751.006592
	Iteration 12Q: 3 clusters Score -285761.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -285881.718750 Penalty: 2751.006592
	Iteration 13Q: 3 clusters Score -285881.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -285972.218750 Penalty: 2751.006592
	Iteration 14Q: 3 clusters Score -285972.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -286034.812500 Penalty: 2751.006592
	Iteration 15Q: 3 clusters Score -286034.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -286070.531250 Penalty: 2751.006592
	Iteration 16Q: 3 clusters Score -286070.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -286108.125000 Penalty: 2751.006592
	Iteration 17Q: 3 clusters Score -286108.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -286148.062500 Penalty: 2751.006592
	Iteration 18Q: 3 clusters Score -286148.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -286180.687500 Penalty: 2751.006592
	Iteration 19Q: 3 clusters Score -286180.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -286209.843750 Penalty: 2751.006592
	Iteration 20F: 3 clusters Score -286209.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -286234.812500 Penalty: 2751.006592
	Iteration 21Q: 3 clusters Score -286234.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -286260.125000 Penalty: 2751.006592
	Iteration 22Q: 3 clusters Score -286260.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -286283.218750 Penalty: 2751.006592
	Iteration 23Q: 3 clusters Score -286283.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -286296.406250 Penalty: 2751.006592
	Iteration 24Q: 3 clusters Score -286296.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -286306.531250 Penalty: 2751.006592
	Iteration 25Q: 3 clusters Score -286306.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -286313.437500 Penalty: 2751.006592
	Iteration 26Q: 3 clusters Score -286313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -286317.156250 Penalty: 2751.006592
	Iteration 27Q: 3 clusters Score -286317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -286320.125000 Penalty: 2751.006592
	Iteration 28Q: 3 clusters Score -286320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -286321.062500 Penalty: 2751.006592
	Iteration 29Q: 3 clusters Score -286321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -286321.062500 Penalty: 2751.006592
	Iteration 30Q: 3 clusters Score -286321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -286322.937500 Penalty: 2751.006592
	Iteration 31Q: 3 clusters Score -286322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -286324.562500 Penalty: 2751.006592
	Iteration 32Q: 3 clusters Score -286324.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -286324.562500 Penalty: 2751.006592
	Iteration 33F: 3 clusters Score -286324.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -172559.968750 Penalty: 1306.520264
	Iteration 0F: 2 clusters Score -172560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -169784.921875 Penalty: 2613.040527
	Iteration 0F: 3 clusters Score -169784.9 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -170590.015625 Penalty: 2613.040527
	Iteration 1F: 3 clusters Score -170590 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -170777.781250 Penalty: 2613.040527
	Iteration 2F: 3 clusters Score -170777.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -170923.625000 Penalty: 2613.040527
	Iteration 3F: 3 clusters Score -170923.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -171032.890625 Penalty: 2613.040527
	Iteration 4Q: 3 clusters Score -171032.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -171114.515625 Penalty: 2613.040527
	Iteration 5Q: 3 clusters Score -171114.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -171180.781250 Penalty: 2613.040527
	Iteration 6Q: 3 clusters Score -171180.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -171242.312500 Penalty: 2613.040527
	Iteration 7Q: 3 clusters Score -171242.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -171304.671875 Penalty: 2613.040527
	Iteration 8Q: 3 clusters Score -171304.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -171356.718750 Penalty: 2613.040527
	Iteration 9Q: 3 clusters Score -171356.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -171398.156250 Penalty: 2613.040527
	Iteration 10Q: 3 clusters Score -171398.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -171435.203125 Penalty: 2613.040527
	Iteration 11Q: 3 clusters Score -171435.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -171465.140625 Penalty: 2613.040527
	Iteration 12Q: 3 clusters Score -171465.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171486.218750 Penalty: 2613.040527
	Iteration 13Q: 3 clusters Score -171486.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171513.031250 Penalty: 2613.040527
	Iteration 14Q: 3 clusters Score -171513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -171538.078125 Penalty: 2613.040527
	Iteration 15Q: 3 clusters Score -171538.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -171557.140625 Penalty: 2613.040527
	Iteration 16Q: 3 clusters Score -171557.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -171576.562500 Penalty: 2613.040527
	Iteration 17Q: 3 clusters Score -171576.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -171588.359375 Penalty: 2613.040527
	Iteration 18Q: 3 clusters Score -171588.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -171597.062500 Penalty: 2613.040527
	Iteration 19Q: 3 clusters Score -171597.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -171608.890625 Penalty: 2613.040527
	Iteration 20F: 3 clusters Score -171608.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -171614.625000 Penalty: 2613.040527
	Iteration 21Q: 3 clusters Score -171614.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -171624.359375 Penalty: 2613.040527
	Iteration 22Q: 3 clusters Score -171624.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -171633.953125 Penalty: 2613.040527
	Iteration 23Q: 3 clusters Score -171634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -171641.703125 Penalty: 2613.040527
	Iteration 24Q: 3 clusters Score -171641.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -171657.046875 Penalty: 2613.040527
	Iteration 25Q: 3 clusters Score -171657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -171671.375000 Penalty: 2613.040527
	Iteration 26Q: 3 clusters Score -171671.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -171681.781250 Penalty: 2613.040527
	Iteration 27Q: 3 clusters Score -171681.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -171695.828125 Penalty: 2613.040527
	Iteration 28Q: 3 clusters Score -171695.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -171703.125000 Penalty: 2613.040527
	Iteration 29Q: 3 clusters Score -171703.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -171707.453125 Penalty: 2613.040527
	Iteration 30Q: 3 clusters Score -171707.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -171714.359375 Penalty: 2613.040527
	Iteration 31Q: 3 clusters Score -171714.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -171721.859375 Penalty: 2613.040527
	Iteration 32Q: 3 clusters Score -171721.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -171725.968750 Penalty: 2613.040527
	Iteration 33Q: 3 clusters Score -171726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -171729.171875 Penalty: 2613.040527
	Iteration 34Q: 3 clusters Score -171729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -171732.484375 Penalty: 2613.040527
	Iteration 35Q: 3 clusters Score -171732.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -171738.812500 Penalty: 2613.040527
	Iteration 36Q: 3 clusters Score -171738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -171744.109375 Penalty: 2613.040527
	Iteration 37Q: 3 clusters Score -171744.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -171746.671875 Penalty: 2613.040527
	Iteration 38Q: 3 clusters Score -171746.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -171750.265625 Penalty: 2613.040527
	Iteration 39Q: 3 clusters Score -171750.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -171751.484375 Penalty: 2613.040527
	Iteration 40F: 3 clusters Score -171751.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -171752.843750 Penalty: 2613.040527
	Iteration 41Q: 3 clusters Score -171752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -171754.125000 Penalty: 2613.040527
	Iteration 42Q: 3 clusters Score -171754.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -171757.750000 Penalty: 2613.040527
	Iteration 43Q: 3 clusters Score -171757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -171761.093750 Penalty: 2613.040527
	Iteration 44Q: 3 clusters Score -171761.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -171764.203125 Penalty: 2613.040527
	Iteration 45Q: 3 clusters Score -171764.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -171766.546875 Penalty: 2613.040527
	Iteration 46Q: 3 clusters Score -171766.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -171768.296875 Penalty: 2613.040527
	Iteration 47Q: 3 clusters Score -171768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -171769.843750 Penalty: 2613.040527
	Iteration 48Q: 3 clusters Score -171769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -171770.671875 Penalty: 2613.040527
	Iteration 49Q: 3 clusters Score -171770.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -171771.812500 Penalty: 2613.040527
	Iteration 50Q: 3 clusters Score -171771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -171771.812500 Penalty: 2613.040527
	Iteration 51F: 3 clusters Score -171771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Entering Unmasked Estep 
Score: -1185369.875000 Penalty: 1600.578979
	Iteration 0F: 2 clusters Score -1185370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1172448.625000 Penalty: 3201.157959
	Iteration 0F: 3 clusters Score -1172449 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1176914.250000 Penalty: 3201.157959
	Iteration 1F: 3 clusters Score -1176914 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1177195.500000 Penalty: 3201.157959
	Iteration 2Q: 3 clusters Score -1177196 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1177440.875000 Penalty: 3201.157959
	Iteration 3Q: 3 clusters Score -1177441 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1177653.875000 Penalty: 3201.157959
	Iteration 4Q: 3 clusters Score -1177654 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1177879.375000 Penalty: 3201.157959
	Iteration 5Q: 3 clusters Score -1177879 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1178173.250000 Penalty: 3201.157959
	Iteration 6Q: 3 clusters Score -1178173 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1178504.250000 Penalty: 3201.157959
	Iteration 7Q: 3 clusters Score -1178504 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1178944.500000 Penalty: 3201.157959
	Iteration 8Q: 3 clusters Score -1178944 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1179570.250000 Penalty: 3201.157959
	Iteration 9F: 3 clusters Score -1179570 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1180418.125000 Penalty: 3201.157959
	Iteration 10F: 3 clusters Score -1180418 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1181443.750000 Penalty: 3201.157959
	Iteration 11F: 3 clusters Score -1181444 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1182379.625000 Penalty: 3201.157959
	Iteration 12F: 3 clusters Score -1182380 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1183123.375000 Penalty: 3201.157959
	Iteration 13Q: 3 clusters Score -1183123 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1183572.375000 Penalty: 3201.157959
	Iteration 14Q: 3 clusters Score -1183572 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1183741.375000 Penalty: 3201.157959
	Iteration 15Q: 3 clusters Score -1183741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1183820.625000 Penalty: 3201.157959
	Iteration 16Q: 3 clusters Score -1183821 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1183871.875000 Penalty: 3201.157959
	Iteration 17Q: 3 clusters Score -1183872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1183891.125000 Penalty: 3201.157959
	Iteration 18Q: 3 clusters Score -1183891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1183900.250000 Penalty: 3201.157959
	Iteration 19Q: 3 clusters Score -1183900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1183907.500000 Penalty: 3201.157959
	Iteration 20F: 3 clusters Score -1183908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1183915.625000 Penalty: 3201.157959
	Iteration 21Q: 3 clusters Score -1183916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1183918.625000 Penalty: 3201.157959
	Iteration 22Q: 3 clusters Score -1183919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1183919.625000 Penalty: 3201.157959
	Iteration 23Q: 3 clusters Score -1183920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1183924.500000 Penalty: 3201.157959
	Iteration 24Q: 3 clusters Score -1183924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1183928.625000 Penalty: 3201.157959
	Iteration 25Q: 3 clusters Score -1183929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1183930.500000 Penalty: 3201.157959
	Iteration 26Q: 3 clusters Score -1183930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1183931.750000 Penalty: 3201.157959
	Iteration 27Q: 3 clusters Score -1183932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1183931.750000 Penalty: 3201.157959
	Iteration 28F: 3 clusters Score -1183932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Entering Unmasked Estep 
Score: -397542.500000 Penalty: 1429.183594
	Iteration 0F: 2 clusters Score -397542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -392541.718750 Penalty: 2858.367188
	Iteration 0F: 3 clusters Score -392541.7 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -393950.656250 Penalty: 2858.367188
	Iteration 1F: 3 clusters Score -393950.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -394166.625000 Penalty: 2858.367188
	Iteration 2F: 3 clusters Score -394166.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -394327.125000 Penalty: 2858.367188
	Iteration 3F: 3 clusters Score -394327.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -394475.156250 Penalty: 2858.367188
	Iteration 4Q: 3 clusters Score -394475.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -394615.000000 Penalty: 2858.367188
	Iteration 5Q: 3 clusters Score -394615 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -394757.750000 Penalty: 2858.367188
	Iteration 6Q: 3 clusters Score -394757.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -394921.937500 Penalty: 2858.367188
	Iteration 7Q: 3 clusters Score -394921.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -395118.656250 Penalty: 2858.367188
	Iteration 8Q: 3 clusters Score -395118.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -395341.312500 Penalty: 2858.367188
	Iteration 9Q: 3 clusters Score -395341.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -395589.125000 Penalty: 2858.367188
	Iteration 10Q: 3 clusters Score -395589.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -395796.375000 Penalty: 2858.367188
	Iteration 11Q: 3 clusters Score -395796.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -395952.312500 Penalty: 2858.367188
	Iteration 12Q: 3 clusters Score -395952.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -396062.562500 Penalty: 2858.367188
	Iteration 13Q: 3 clusters Score -396062.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -396150.031250 Penalty: 2858.367188
	Iteration 14Q: 3 clusters Score -396150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -396215.687500 Penalty: 2858.367188
	Iteration 15Q: 3 clusters Score -396215.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -396257.125000 Penalty: 2858.367188
	Iteration 16Q: 3 clusters Score -396257.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -396276.000000 Penalty: 2858.367188
	Iteration 17Q: 3 clusters Score -396276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -396286.406250 Penalty: 2858.367188
	Iteration 18Q: 3 clusters Score -396286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -396293.625000 Penalty: 2858.367188
	Iteration 19Q: 3 clusters Score -396293.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -396300.968750 Penalty: 2858.367188
	Iteration 20F: 3 clusters Score -396301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -396307.687500 Penalty: 2858.367188
	Iteration 21Q: 3 clusters Score -396307.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -396311.031250 Penalty: 2858.367188
	Iteration 22Q: 3 clusters Score -396311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -396313.000000 Penalty: 2858.367188
	Iteration 23Q: 3 clusters Score -396313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -396314.656250 Penalty: 2858.367188
	Iteration 24Q: 3 clusters Score -396314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -396318.156250 Penalty: 2858.367188
	Iteration 25Q: 3 clusters Score -396318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -396319.375000 Penalty: 2858.367188
	Iteration 26Q: 3 clusters Score -396319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -396319.781250 Penalty: 2858.367188
	Iteration 27Q: 3 clusters Score -396319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -396319.781250 Penalty: 2858.367188
	Iteration 28F: 3 clusters Score -396319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -206859.359375 Penalty: 1328.251831
	Iteration 0F: 2 clusters Score -206859.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -203791.171875 Penalty: 2656.503662
	Iteration 0F: 3 clusters Score -203791.2 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -204658.562500 Penalty: 2656.503662
	Iteration 1F: 3 clusters Score -204658.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -204940.265625 Penalty: 2656.503662
	Iteration 2F: 3 clusters Score -204940.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -205247.281250 Penalty: 2656.503662
	Iteration 3F: 3 clusters Score -205247.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -205547.562500 Penalty: 2656.503662
	Iteration 4F: 3 clusters Score -205547.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -205747.984375 Penalty: 2656.503662
	Iteration 5F: 3 clusters Score -205748 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -205891.046875 Penalty: 2656.503662
	Iteration 6F: 3 clusters Score -205891 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -206015.562500 Penalty: 2656.503662
	Iteration 7Q: 3 clusters Score -206015.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -206108.250000 Penalty: 2656.503662
	Iteration 8Q: 3 clusters Score -206108.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -206192.546875 Penalty: 2656.503662
	Iteration 9Q: 3 clusters Score -206192.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -206259.359375 Penalty: 2656.503662
	Iteration 10Q: 3 clusters Score -206259.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -206316.109375 Penalty: 2656.503662
	Iteration 11Q: 3 clusters Score -206316.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -206363.781250 Penalty: 2656.503662
	Iteration 12Q: 3 clusters Score -206363.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -206410.953125 Penalty: 2656.503662
	Iteration 13Q: 3 clusters Score -206411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -206439.562500 Penalty: 2656.503662
	Iteration 14Q: 3 clusters Score -206439.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -206450.171875 Penalty: 2656.503662
	Iteration 15Q: 3 clusters Score -206450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -206453.937500 Penalty: 2656.503662
	Iteration 16Q: 3 clusters Score -206453.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -206457.375000 Penalty: 2656.503662
	Iteration 17Q: 3 clusters Score -206457.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -206461.187500 Penalty: 2656.503662
	Iteration 18Q: 3 clusters Score -206461.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -206464.375000 Penalty: 2656.503662
	Iteration 19Q: 3 clusters Score -206464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -206467.671875 Penalty: 2656.503662
	Iteration 20F: 3 clusters Score -206467.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -206473.140625 Penalty: 2656.503662
	Iteration 21Q: 3 clusters Score -206473.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -206480.453125 Penalty: 2656.503662
	Iteration 22Q: 3 clusters Score -206480.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -206484.953125 Penalty: 2656.503662
	Iteration 23Q: 3 clusters Score -206485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -206490.656250 Penalty: 2656.503662
	Iteration 24Q: 3 clusters Score -206490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -206492.000000 Penalty: 2656.503662
	Iteration 25Q: 3 clusters Score -206492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -206492.000000 Penalty: 2656.503662
	Iteration 26F: 3 clusters Score -206492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Entering Unmasked Estep 
Score: -1814401.625000 Penalty: 1673.959717
	Iteration 0F: 2 clusters Score -1814402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1794497.750000 Penalty: 3347.919434
	Iteration 0F: 3 clusters Score -1794498 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1802122.500000 Penalty: 3347.919434
	Iteration 1F: 3 clusters Score -1802122 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1802803.125000 Penalty: 3347.919434
	Iteration 2Q: 3 clusters Score -1802803 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1803657.625000 Penalty: 3347.919434
	Iteration 3F: 3 clusters Score -1803658 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1804563.500000 Penalty: 3347.919434
	Iteration 4F: 3 clusters Score -1804564 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1805616.250000 Penalty: 3347.919434
	Iteration 5F: 3 clusters Score -1805616 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1806771.500000 Penalty: 3347.919434
	Iteration 6F: 3 clusters Score -1806772 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1808072.750000 Penalty: 3347.919434
	Iteration 7F: 3 clusters Score -1808073 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1809281.750000 Penalty: 3347.919434
	Iteration 8F: 3 clusters Score -1809282 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1810187.625000 Penalty: 3347.919434
	Iteration 9F: 3 clusters Score -1810188 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1810843.000000 Penalty: 3347.919434
	Iteration 10Q: 3 clusters Score -1810843 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1811368.750000 Penalty: 3347.919434
	Iteration 11Q: 3 clusters Score -1811369 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1811791.500000 Penalty: 3347.919434
	Iteration 12Q: 3 clusters Score -1811792 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1812151.000000 Penalty: 3347.919434
	Iteration 13Q: 3 clusters Score -1812151 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1812399.000000 Penalty: 3347.919434
	Iteration 14Q: 3 clusters Score -1812399 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1812569.500000 Penalty: 3347.919434
	Iteration 15Q: 3 clusters Score -1812570 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1812688.875000 Penalty: 3347.919434
	Iteration 16Q: 3 clusters Score -1812689 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1812774.875000 Penalty: 3347.919434
	Iteration 17Q: 3 clusters Score -1812775 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1812833.375000 Penalty: 3347.919434
	Iteration 18Q: 3 clusters Score -1812833 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1812870.375000 Penalty: 3347.919434
	Iteration 19Q: 3 clusters Score -1812870 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1812893.500000 Penalty: 3347.919434
	Iteration 20F: 3 clusters Score -1812894 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -1812909.625000 Penalty: 3347.919434
	Iteration 21Q: 3 clusters Score -1812910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1812924.375000 Penalty: 3347.919434
	Iteration 22Q: 3 clusters Score -1812924 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1812935.750000 Penalty: 3347.919434
	Iteration 23Q: 3 clusters Score -1812936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1812947.125000 Penalty: 3347.919434
	Iteration 24Q: 3 clusters Score -1812947 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -1812950.750000 Penalty: 3347.919434
	Iteration 25Q: 3 clusters Score -1812951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1812954.000000 Penalty: 3347.919434
	Iteration 26Q: 3 clusters Score -1812954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1812960.375000 Penalty: 3347.919434
	Iteration 27Q: 3 clusters Score -1812960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1812963.875000 Penalty: 3347.919434
	Iteration 28Q: 3 clusters Score -1812964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -1812965.500000 Penalty: 3347.919434
	Iteration 29Q: 3 clusters Score -1812966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -1812974.375000 Penalty: 3347.919434
	Iteration 30Q: 3 clusters Score -1812974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -1812976.875000 Penalty: 3347.919434
	Iteration 31Q: 3 clusters Score -1812977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -1812979.875000 Penalty: 3347.919434
	Iteration 32Q: 3 clusters Score -1812980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -1812986.750000 Penalty: 3347.919434
	Iteration 33Q: 3 clusters Score -1812987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -1812988.125000 Penalty: 3347.919434
	Iteration 34Q: 3 clusters Score -1812988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -1812995.250000 Penalty: 3347.919434
	Iteration 35Q: 3 clusters Score -1812995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1812997.375000 Penalty: 3347.919434
	Iteration 36Q: 3 clusters Score -1812997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -1813000.250000 Penalty: 3347.919434
	Iteration 37Q: 3 clusters Score -1813000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -1813000.750000 Penalty: 3347.919434
	Iteration 38Q: 3 clusters Score -1813001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1813002.875000 Penalty: 3347.919434
	Iteration 39Q: 3 clusters Score -1813003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1813006.625000 Penalty: 3347.919434
	Iteration 40F: 3 clusters Score -1813007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1813003.875000 Penalty: 3347.919434
	Iteration 41Q: 3 clusters Score -1813004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -1813007.125000 Penalty: 3347.919434
	Iteration 42Q: 3 clusters Score -1813007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1813010.500000 Penalty: 3347.919434
	Iteration 43Q: 3 clusters Score -1813010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1813011.625000 Penalty: 3347.919434
	Iteration 44Q: 3 clusters Score -1813012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1813003.500000 Penalty: 3347.919434
	Iteration 45Q: 3 clusters Score -1813004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1813017.250000 Penalty: 3347.919434
	Iteration 46Q: 3 clusters Score -1813017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -1813019.750000 Penalty: 3347.919434
	Iteration 47Q: 3 clusters Score -1813020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -1813021.375000 Penalty: 3347.919434
	Iteration 48Q: 3 clusters Score -1813021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1813017.375000 Penalty: 3347.919434
	Iteration 49Q: 3 clusters Score -1813017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1813018.250000 Penalty: 3347.919434
	Iteration 50Q: 3 clusters Score -1813018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1813019.750000 Penalty: 3347.919434
	Iteration 51Q: 3 clusters Score -1813020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -1813018.500000 Penalty: 3347.919434
	Iteration 52Q: 3 clusters Score -1813018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -1813015.125000 Penalty: 3347.919434
	Iteration 53Q: 3 clusters Score -1813015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1813023.375000 Penalty: 3347.919434
	Iteration 54Q: 3 clusters Score -1813023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1813023.875000 Penalty: 3347.919434
	Iteration 55Q: 3 clusters Score -1813024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -1813027.250000 Penalty: 3347.919434
	Iteration 56Q: 3 clusters Score -1813027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -1813029.375000 Penalty: 3347.919434
	Iteration 57Q: 3 clusters Score -1813029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1813023.625000 Penalty: 3347.919434
	Iteration 58Q: 3 clusters Score -1813024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -1813020.250000 Penalty: 3347.919434
	Iteration 59Q: 3 clusters Score -1813020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -1813021.750000 Penalty: 3347.919434
	Iteration 60F: 3 clusters Score -1813022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1813026.750000 Penalty: 3347.919434
	Iteration 61Q: 3 clusters Score -1813027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -1813027.875000 Penalty: 3347.919434
	Iteration 62Q: 3 clusters Score -1813028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1813026.500000 Penalty: 3347.919434
	Iteration 63Q: 3 clusters Score -1813026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1813030.625000 Penalty: 3347.919434
	Iteration 64Q: 3 clusters Score -1813031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1813035.625000 Penalty: 3347.919434
	Iteration 65Q: 3 clusters Score -1813036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -1813038.375000 Penalty: 3347.919434
	Iteration 66Q: 3 clusters Score -1813038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -1813036.625000 Penalty: 3347.919434
	Iteration 67Q: 3 clusters Score -1813037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -1813040.500000 Penalty: 3347.919434
	Iteration 68Q: 3 clusters Score -1813040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -1813044.250000 Penalty: 3347.919434
	Iteration 69Q: 3 clusters Score -1813044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1813040.500000 Penalty: 3347.919434
	Iteration 70Q: 3 clusters Score -1813040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -1813040.250000 Penalty: 3347.919434
	Iteration 71Q: 3 clusters Score -1813040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1813041.625000 Penalty: 3347.919434
	Iteration 72Q: 3 clusters Score -1813042 nChanged 1
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Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1813038 nChanged 2
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Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1813038 nChanged 5
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Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1813044 nChanged 7
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Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1813039 nChanged 8
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Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1813040 nChanged 17
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Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1813040 nChanged 17
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Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1813042 nChanged 16
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Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1813038 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1813040 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1813041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1813044 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1813040 nChanged 20
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Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1813044 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1813044 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1813046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1813049 nChanged 21
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Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1813050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1813046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1813051 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1813050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1813056 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1813058 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1813056 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1813058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1813058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1813060 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1813060 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1813066 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1813066 nChanged 30
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Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1813063 nChanged 27
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Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1813060 nChanged 17
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Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1813064 nChanged 15
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Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1813060 nChanged 15
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Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1813060 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1813062 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1813060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1813066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1813065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1813070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1813075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1813075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1813077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1813075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1813078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1813076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1813074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1813075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1813074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1813076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1813077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1813085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1813087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -1813090.250000 Penalty: 3347.919434
	Iteration 125Q: 3 clusters Score -1813090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -1813091.500000 Penalty: 3347.919434
	Iteration 126Q: 3 clusters Score -1813092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1813093.125000 Penalty: 3347.919434
	Iteration 127Q: 3 clusters Score -1813093 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1813093 nChanged 18
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Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1813095 nChanged 12
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Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1813094 nChanged 12
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Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1813093 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1813096 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1813095 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1813094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1813094.250000 Penalty: 3347.919434
	Iteration 135Q: 3 clusters Score -1813094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -1813096.000000 Penalty: 3347.919434
	Iteration 136Q: 3 clusters Score -1813096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1813099.125000 Penalty: 3347.919434
	Iteration 137Q: 3 clusters Score -1813099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -1813096.375000 Penalty: 3347.919434
	Iteration 138Q: 3 clusters Score -1813096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -1813101.500000 Penalty: 3347.919434
	Iteration 139Q: 3 clusters Score -1813102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -1813099.500000 Penalty: 3347.919434
	Iteration 140F: 3 clusters Score -1813100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1813100 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1813098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1813097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1813101 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1813101 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1813101 nChanged 3
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Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1813101 nChanged 3
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Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1813098 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1813100 nChanged 1
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Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1813101 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1813100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1813101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1813103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1813102 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1813102 nChanged 0
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Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
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	Iteration 156F: 3 clusters Score -1813102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (103502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103502 members 
Entering Unmasked Estep 
Score: -6381643.500000 Penalty: 1876.443726
	Iteration 0F: 2 clusters Score -6381644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6312114 nChanged 49496
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Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6341060 nChanged 3658
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Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6342041 nChanged 3949
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Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6343268 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6344858 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -6347238.000000 Penalty: 3752.887451
	Iteration 5Q: 3 clusters Score -6347238 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -6350638.500000 Penalty: 3752.887451
	Iteration 6F: 3 clusters Score -6350638 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -6354850.000000 Penalty: 3752.887451
	Iteration 7F: 3 clusters Score -6354850 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -6359349.000000 Penalty: 3752.887451
	Iteration 8F: 3 clusters Score -6359349 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -6362572.000000 Penalty: 3752.887451
	Iteration 9F: 3 clusters Score -6362572 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -6364128.000000 Penalty: 3752.887451
	Iteration 10Q: 3 clusters Score -6364128 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -6364817.000000 Penalty: 3752.887451
	Iteration 11Q: 3 clusters Score -6364817 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -6365211.500000 Penalty: 3752.887451
	Iteration 12Q: 3 clusters Score -6365212 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -6365634.500000 Penalty: 3752.887451
	Iteration 13Q: 3 clusters Score -6365634 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -6366104.000000 Penalty: 3752.887451
	Iteration 14Q: 3 clusters Score -6366104 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -6366666.500000 Penalty: 3752.887451
	Iteration 15Q: 3 clusters Score -6366666 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -6367273.000000 Penalty: 3752.887451
	Iteration 16Q: 3 clusters Score -6367273 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -6367909.000000 Penalty: 3752.887451
	Iteration 17Q: 3 clusters Score -6367909 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -6368600.000000 Penalty: 3752.887451
	Iteration 18Q: 3 clusters Score -6368600 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -6369393.500000 Penalty: 3752.887451
	Iteration 19Q: 3 clusters Score -6369394 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -6370200.000000 Penalty: 3752.887451
	Iteration 20F: 3 clusters Score -6370200 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -6370970.000000 Penalty: 3752.887451
	Iteration 21Q: 3 clusters Score -6370970 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -6371734.000000 Penalty: 3752.887451
	Iteration 22Q: 3 clusters Score -6371734 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 78842 members 
Entering Unmasked Estep 
Score: -6372428.000000 Penalty: 3752.887451
	Iteration 23Q: 3 clusters Score -6372428 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -6373051.000000 Penalty: 3752.887451
	Iteration 24Q: 3 clusters Score -6373051 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -6373592.000000 Penalty: 3752.887451
	Iteration 25Q: 3 clusters Score -6373592 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -6374083.500000 Penalty: 3752.887451
	Iteration 26Q: 3 clusters Score -6374084 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -6374440.500000 Penalty: 3752.887451
	Iteration 27Q: 3 clusters Score -6374440 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -6374725.000000 Penalty: 3752.887451
	Iteration 28Q: 3 clusters Score -6374725 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -6374970.000000 Penalty: 3752.887451
	Iteration 29Q: 3 clusters Score -6374970 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -6375213.000000 Penalty: 3752.887451
	Iteration 30Q: 3 clusters Score -6375213 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -6375458.500000 Penalty: 3752.887451
	Iteration 31Q: 3 clusters Score -6375458 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 88439 members 
Entering Unmasked Estep 
Score: -6375653.000000 Penalty: 3752.887451
	Iteration 32Q: 3 clusters Score -6375653 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -6375880.000000 Penalty: 3752.887451
	Iteration 33Q: 3 clusters Score -6375880 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -6376091.500000 Penalty: 3752.887451
	Iteration 34Q: 3 clusters Score -6376092 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -6376243.500000 Penalty: 3752.887451
	Iteration 35Q: 3 clusters Score -6376244 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -6376370.500000 Penalty: 3752.887451
	Iteration 36Q: 3 clusters Score -6376370 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -6376515.500000 Penalty: 3752.887451
	Iteration 37Q: 3 clusters Score -6376516 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -6376709.000000 Penalty: 3752.887451
	Iteration 38Q: 3 clusters Score -6376709 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -6376858.500000 Penalty: 3752.887451
	Iteration 39Q: 3 clusters Score -6376858 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 93588 members 
Entering Unmasked Estep 
Score: -6376988.500000 Penalty: 3752.887451
	Iteration 40F: 3 clusters Score -6376988 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -6377093.500000 Penalty: 3752.887451
	Iteration 41Q: 3 clusters Score -6377094 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -6377222.000000 Penalty: 3752.887451
	Iteration 42Q: 3 clusters Score -6377222 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -6377294.000000 Penalty: 3752.887451
	Iteration 43Q: 3 clusters Score -6377294 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -6377414.500000 Penalty: 3752.887451
	Iteration 44Q: 3 clusters Score -6377414 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -6377557.500000 Penalty: 3752.887451
	Iteration 45Q: 3 clusters Score -6377558 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -6377722.500000 Penalty: 3752.887451
	Iteration 46Q: 3 clusters Score -6377722 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -6377898.000000 Penalty: 3752.887451
	Iteration 47Q: 3 clusters Score -6377898 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -6378050.000000 Penalty: 3752.887451
	Iteration 48Q: 3 clusters Score -6378050 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -6378203.500000 Penalty: 3752.887451
	Iteration 49Q: 3 clusters Score -6378204 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
Score: -6378369.500000 Penalty: 3752.887451
	Iteration 50Q: 3 clusters Score -6378370 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -6378579.500000 Penalty: 3752.887451
	Iteration 51Q: 3 clusters Score -6378580 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -6378724.000000 Penalty: 3752.887451
	Iteration 52Q: 3 clusters Score -6378724 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 99994 members 
Entering Unmasked Estep 
Score: -6378888.000000 Penalty: 3752.887451
	Iteration 53Q: 3 clusters Score -6378888 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -6379011.500000 Penalty: 3752.887451
	Iteration 54Q: 3 clusters Score -6379012 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 100736 members 
Entering Unmasked Estep 
Score: -6379124.500000 Penalty: 3752.887451
	Iteration 55Q: 3 clusters Score -6379124 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -6379266.500000 Penalty: 3752.887451
	Iteration 56Q: 3 clusters Score -6379266 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -6379347.500000 Penalty: 3752.887451
	Iteration 57Q: 3 clusters Score -6379348 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -6379440.000000 Penalty: 3752.887451
	Iteration 58Q: 3 clusters Score -6379440 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -6379524.500000 Penalty: 3752.887451
	Iteration 59Q: 3 clusters Score -6379524 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 101862 members 
Entering Unmasked Estep 
Score: -6379611.000000 Penalty: 3752.887451
	Iteration 60F: 3 clusters Score -6379611 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -6379676.500000 Penalty: 3752.887451
	Iteration 61Q: 3 clusters Score -6379676 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 102139 members 
Entering Unmasked Estep 
Score: -6379718.500000 Penalty: 3752.887451
	Iteration 62Q: 3 clusters Score -6379718 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -6379757.000000 Penalty: 3752.887451
	Iteration 63Q: 3 clusters Score -6379757 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 102343 members 
Entering Unmasked Estep 
Score: -6379805.000000 Penalty: 3752.887451
	Iteration 64Q: 3 clusters Score -6379805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -6379823.500000 Penalty: 3752.887451
	Iteration 65Q: 3 clusters Score -6379824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 102464 members 
Entering Unmasked Estep 
Score: -6379849.500000 Penalty: 3752.887451
	Iteration 66Q: 3 clusters Score -6379850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -6379879.500000 Penalty: 3752.887451
	Iteration 67Q: 3 clusters Score -6379880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 102574 members 
Entering Unmasked Estep 
Score: -6379910.500000 Penalty: 3752.887451
	Iteration 68Q: 3 clusters Score -6379910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 102618 members 
Entering Unmasked Estep 
Score: -6379929.000000 Penalty: 3752.887451
	Iteration 69Q: 3 clusters Score -6379929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 102649 members 
Entering Unmasked Estep 
Score: -6379948.000000 Penalty: 3752.887451
	Iteration 70Q: 3 clusters Score -6379948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 102677 members 
Entering Unmasked Estep 
Score: -6379963.500000 Penalty: 3752.887451
	Iteration 71Q: 3 clusters Score -6379964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 102702 members 
Entering Unmasked Estep 
Score: -6379981.000000 Penalty: 3752.887451
	Iteration 72Q: 3 clusters Score -6379981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 102731 members 
Entering Unmasked Estep 
Score: -6380003.000000 Penalty: 3752.887451
	Iteration 73Q: 3 clusters Score -6380003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 102757 members 
Entering Unmasked Estep 
Score: -6380014.500000 Penalty: 3752.887451
	Iteration 74Q: 3 clusters Score -6380014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -6380026.500000 Penalty: 3752.887451
	Iteration 75Q: 3 clusters Score -6380026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -6380032.000000 Penalty: 3752.887451
	Iteration 76Q: 3 clusters Score -6380032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -6380039.500000 Penalty: 3752.887451
	Iteration 77Q: 3 clusters Score -6380040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 102812 members 
Entering Unmasked Estep 
Score: -6380046.500000 Penalty: 3752.887451
	Iteration 78Q: 3 clusters Score -6380046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 102825 members 
Entering Unmasked Estep 
Score: -6380050.000000 Penalty: 3752.887451
	Iteration 79Q: 3 clusters Score -6380050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 102835 members 
Entering Unmasked Estep 
Score: -6380058.500000 Penalty: 3752.887451
	Iteration 80F: 3 clusters Score -6380058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -6380060.500000 Penalty: 3752.887451
	Iteration 81Q: 3 clusters Score -6380060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -6380072.500000 Penalty: 3752.887451
	Iteration 82Q: 3 clusters Score -6380072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 102861 members 
Entering Unmasked Estep 
Score: -6380080.000000 Penalty: 3752.887451
	Iteration 83Q: 3 clusters Score -6380080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 102871 members 
Entering Unmasked Estep 
Score: -6380088.500000 Penalty: 3752.887451
	Iteration 84Q: 3 clusters Score -6380088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 102876 members 
Entering Unmasked Estep 
Score: -6380091.000000 Penalty: 3752.887451
	Iteration 85Q: 3 clusters Score -6380091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 102889 members 
Entering Unmasked Estep 
Score: -6380099.000000 Penalty: 3752.887451
	Iteration 86Q: 3 clusters Score -6380099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 102899 members 
Entering Unmasked Estep 
Score: -6380102.000000 Penalty: 3752.887451
	Iteration 87Q: 3 clusters Score -6380102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 102907 members 
Entering Unmasked Estep 
Score: -6380105.000000 Penalty: 3752.887451
	Iteration 88Q: 3 clusters Score -6380105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 102916 members 
Entering Unmasked Estep 
Score: -6380118.500000 Penalty: 3752.887451
	Iteration 89Q: 3 clusters Score -6380118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 102923 members 
Entering Unmasked Estep 
Score: -6380122.000000 Penalty: 3752.887451
	Iteration 90Q: 3 clusters Score -6380122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 102925 members 
Entering Unmasked Estep 
Score: -6380121.500000 Penalty: 3752.887451
	Iteration 91Q: 3 clusters Score -6380122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -6380124.000000 Penalty: 3752.887451
	Iteration 92Q: 3 clusters Score -6380124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 102927 members 
Entering Unmasked Estep 
Score: -6380123.000000 Penalty: 3752.887451
	Iteration 93Q: 3 clusters Score -6380123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -6380126.500000 Penalty: 3752.887451
	Iteration 94Q: 3 clusters Score -6380126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -6380126.500000 Penalty: 3752.887451
	Iteration 95F: 3 clusters Score -6380126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -98859.335938 Penalty: 1213.354858
	Iteration 0F: 2 clusters Score -98859.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -96939.257812 Penalty: 2426.709717
	Iteration 0F: 3 clusters Score -96939.26 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -97312.750000 Penalty: 2426.709717
	Iteration 1F: 3 clusters Score -97312.75 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -97412.414062 Penalty: 2426.709717
	Iteration 2F: 3 clusters Score -97412.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -97458.500000 Penalty: 2426.709717
	Iteration 3Q: 3 clusters Score -97458.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -97488.906250 Penalty: 2426.709717
	Iteration 4Q: 3 clusters Score -97488.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -97509.468750 Penalty: 2426.709717
	Iteration 5Q: 3 clusters Score -97509.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -97529.062500 Penalty: 2426.709717
	Iteration 6Q: 3 clusters Score -97529.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -97540.796875 Penalty: 2426.709717
	Iteration 7Q: 3 clusters Score -97540.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -97548.867188 Penalty: 2426.709717
	Iteration 8Q: 3 clusters Score -97548.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -97554.460938 Penalty: 2426.709717
	Iteration 9Q: 3 clusters Score -97554.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -97559.937500 Penalty: 2426.709717
	Iteration 10Q: 3 clusters Score -97559.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -97564.789062 Penalty: 2426.709717
	Iteration 11Q: 3 clusters Score -97564.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -97569.203125 Penalty: 2426.709717
	Iteration 12Q: 3 clusters Score -97569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -97573.835938 Penalty: 2426.709717
	Iteration 13Q: 3 clusters Score -97573.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -97575.687500 Penalty: 2426.709717
	Iteration 14Q: 3 clusters Score -97575.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -97578.093750 Penalty: 2426.709717
	Iteration 15Q: 3 clusters Score -97578.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -97579.070312 Penalty: 2426.709717
	Iteration 16Q: 3 clusters Score -97579.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -97579.609375 Penalty: 2426.709717
	Iteration 17Q: 3 clusters Score -97579.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -97580.585938 Penalty: 2426.709717
	Iteration 18Q: 3 clusters Score -97580.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -97580.890625 Penalty: 2426.709717
	Iteration 19Q: 3 clusters Score -97580.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -97580.890625 Penalty: 2426.709717
	Iteration 20F: 3 clusters Score -97580.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111797 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10076 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 27166 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4995 members 
Mstep: Class 14 contains 24045 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 18953 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3547 members 
Mstep: Class 22 contains 29771 members 
Mstep: Class 23 contains 103502 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953008.000000 Penalty: 50839.187500
Iteration 159Q: 25 clusters Score -2.695301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 29464 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9744 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 27171 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4995 members 
Mstep: Class 14 contains 24044 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 18950 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3546 members 
Mstep: Class 22 contains 29768 members 
Mstep: Class 23 contains 103501 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953018.000000 Penalty: 50839.187500
Iteration 160F: 25 clusters Score -2.695302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111806 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10074 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 29464 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9748 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 27173 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24044 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 18945 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3545 members 
Mstep: Class 22 contains 29765 members 
Mstep: Class 23 contains 103501 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953032.000000 Penalty: 50839.187500
Iteration 161Q: 25 clusters Score -2.695303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111810 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10073 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 27176 members 
Mstep: Class 11 contains 8881 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24045 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 18940 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3544 members 
Mstep: Class 22 contains 29762 members 
Mstep: Class 23 contains 103500 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953062.000000 Penalty: 50839.187500
Iteration 162Q: 25 clusters Score -2.695306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111813 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10073 members 
Mstep: Class 4 contains 15993 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6717 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 27177 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24045 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4745 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 18935 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3543 members 
Mstep: Class 22 contains 29760 members 
Mstep: Class 23 contains 103500 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953038.000000 Penalty: 50839.187500
Iteration 163Q: 25 clusters Score -2.695304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111819 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10073 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 27178 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24043 members 
Mstep: Class 15 contains 6738 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 18927 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3543 members 
Mstep: Class 22 contains 29758 members 
Mstep: Class 23 contains 103500 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953014.000000 Penalty: 50839.187500
Iteration 164Q: 25 clusters Score -2.695301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111826 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10072 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 29463 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6720 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 27180 members 
Mstep: Class 11 contains 8880 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24042 members 
Mstep: Class 15 contains 6740 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 18920 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29758 members 
Mstep: Class 23 contains 103502 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953010.000000 Penalty: 50839.187500
Iteration 165Q: 25 clusters Score -2.695301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111841 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10070 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 29463 members 
Mstep: Class 6 contains 2910 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6720 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 8876 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24040 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 18910 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29758 members 
Mstep: Class 23 contains 103501 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953008.000000 Penalty: 50839.187500
Iteration 166Q: 25 clusters Score -2.695301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10068 members 
Mstep: Class 4 contains 15996 members 
Mstep: Class 5 contains 29462 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6720 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 8876 members 
Mstep: Class 12 contains 13496 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24042 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4745 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29756 members 
Mstep: Class 23 contains 103500 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952986.000000 Penalty: 50839.187500
Iteration 167Q: 25 clusters Score -2.695299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111849 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10067 members 
Mstep: Class 4 contains 15997 members 
Mstep: Class 5 contains 29461 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6720 members 
Mstep: Class 9 contains 7782 members 
Mstep: Class 10 contains 27192 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24041 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 18903 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29756 members 
Mstep: Class 23 contains 103501 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953026.000000 Penalty: 50839.187500
Iteration 168Q: 25 clusters Score -2.695303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111853 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10067 members 
Mstep: Class 4 contains 15997 members 
Mstep: Class 5 contains 29460 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6720 members 
Mstep: Class 9 contains 7782 members 
Mstep: Class 10 contains 27196 members 
Mstep: Class 11 contains 8864 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24040 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18899 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29757 members 
Mstep: Class 23 contains 103502 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953022.000000 Penalty: 50839.187500
Iteration 169Q: 25 clusters Score -2.695302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111855 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15997 members 
Mstep: Class 5 contains 29460 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 27200 members 
Mstep: Class 11 contains 8861 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24039 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18896 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29755 members 
Mstep: Class 23 contains 103502 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953008.000000 Penalty: 50839.187500
Iteration 170Q: 25 clusters Score -2.695301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111854 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15997 members 
Mstep: Class 5 contains 29459 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6720 members 
Mstep: Class 9 contains 7784 members 
Mstep: Class 10 contains 27204 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24039 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18895 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29757 members 
Mstep: Class 23 contains 103501 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953004.000000 Penalty: 50839.187500
Iteration 171Q: 25 clusters Score -2.6953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15997 members 
Mstep: Class 5 contains 29459 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 7786 members 
Mstep: Class 10 contains 27204 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24039 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18893 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29756 members 
Mstep: Class 23 contains 103502 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953028.000000 Penalty: 50839.187500
Iteration 172Q: 25 clusters Score -2.695303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15997 members 
Mstep: Class 5 contains 29459 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 27205 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24039 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18891 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29755 members 
Mstep: Class 23 contains 103501 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953010.000000 Penalty: 50839.187500
Iteration 173Q: 25 clusters Score -2.695301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15996 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6720 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24039 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29755 members 
Mstep: Class 23 contains 103501 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953018.000000 Penalty: 50839.187500
Iteration 174Q: 25 clusters Score -2.695302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111856 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15996 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 27211 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24039 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29755 members 
Mstep: Class 23 contains 103501 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953008.000000 Penalty: 50839.187500
Iteration 175Q: 25 clusters Score -2.695301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111854 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 27214 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24039 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29755 members 
Mstep: Class 23 contains 103501 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953012.000000 Penalty: 50839.187500
Iteration 176Q: 25 clusters Score -2.695301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111853 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 27217 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24039 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29755 members 
Mstep: Class 23 contains 103499 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953016.000000 Penalty: 50839.187500
Iteration 177Q: 25 clusters Score -2.695302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111852 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 27219 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24039 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29755 members 
Mstep: Class 23 contains 103499 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953018.000000 Penalty: 50839.187500
Iteration 178Q: 25 clusters Score -2.695302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111852 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15994 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 27220 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24039 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29755 members 
Mstep: Class 23 contains 103499 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953018.000000 Penalty: 50839.187500
Iteration 179Q: 25 clusters Score -2.695302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 111851 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 15996 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 27220 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 24038 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 29755 members 
Mstep: Class 23 contains 103499 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26953016.000000 Penalty: 50839.187500
Iteration 180F: 25 clusters Score -2.695302e+07 nChanged 0
Entering ConstructFrom: 
Score: -26953016.000000 Penalty: 50839.187500
Entering ConstructFrom: 
Trying to split cluster 1 (111851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111851 members 
Entering Unmasked Estep 
Score: -6861529.500000 Penalty: 1889.049927
	Iteration 0F: 2 clusters Score -6861530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -6786671.000000 Penalty: 3778.099854
	Iteration 0F: 3 clusters Score -6786671 nChanged 53689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -6817842.500000 Penalty: 3778.099854
	Iteration 1F: 3 clusters Score -6817842 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -6818474.500000 Penalty: 3778.099854
	Iteration 2Q: 3 clusters Score -6818474 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -6819144.000000 Penalty: 3778.099854
	Iteration 3Q: 3 clusters Score -6819144 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -6819941.500000 Penalty: 3778.099854
	Iteration 4Q: 3 clusters Score -6819942 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -6820962.500000 Penalty: 3778.099854
	Iteration 5Q: 3 clusters Score -6820962 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -6822226.500000 Penalty: 3778.099854
	Iteration 6Q: 3 clusters Score -6822226 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -6823832.000000 Penalty: 3778.099854
	Iteration 7Q: 3 clusters Score -6823832 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -6826113.000000 Penalty: 3778.099854
	Iteration 8Q: 3 clusters Score -6826113 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6828897.500000 Penalty: 3778.099854
	Iteration 9Q: 3 clusters Score -6828898 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -6832755.500000 Penalty: 3778.099854
	Iteration 10F: 3 clusters Score -6832756 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -6837495.500000 Penalty: 3778.099854
	Iteration 11F: 3 clusters Score -6837496 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -6842565.000000 Penalty: 3778.099854
	Iteration 12F: 3 clusters Score -6842565 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -6846589.500000 Penalty: 3778.099854
	Iteration 13Q: 3 clusters Score -6846590 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -6849337.000000 Penalty: 3778.099854
	Iteration 14Q: 3 clusters Score -6849337 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -6851423.500000 Penalty: 3778.099854
	Iteration 15Q: 3 clusters Score -6851424 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -6853307.500000 Penalty: 3778.099854
	Iteration 16Q: 3 clusters Score -6853308 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -6855040.500000 Penalty: 3778.099854
	Iteration 17Q: 3 clusters Score -6855040 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -6856510.000000 Penalty: 3778.099854
	Iteration 18Q: 3 clusters Score -6856510 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -6857624.000000 Penalty: 3778.099854
	Iteration 19Q: 3 clusters Score -6857624 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -6858320.500000 Penalty: 3778.099854
	Iteration 20F: 3 clusters Score -6858320 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -6858662.500000 Penalty: 3778.099854
	Iteration 21Q: 3 clusters Score -6858662 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -6858960.500000 Penalty: 3778.099854
	Iteration 22Q: 3 clusters Score -6858960 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -6859137.500000 Penalty: 3778.099854
	Iteration 23Q: 3 clusters Score -6859138 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -6859306.500000 Penalty: 3778.099854
	Iteration 24Q: 3 clusters Score -6859306 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99666 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -6859402.000000 Penalty: 3778.099854
	Iteration 25Q: 3 clusters Score -6859402 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -6859458.000000 Penalty: 3778.099854
	Iteration 26Q: 3 clusters Score -6859458 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -6859533.500000 Penalty: 3778.099854
	Iteration 27Q: 3 clusters Score -6859534 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -6859565.000000 Penalty: 3778.099854
	Iteration 28Q: 3 clusters Score -6859565 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -6859602.500000 Penalty: 3778.099854
	Iteration 29Q: 3 clusters Score -6859602 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -6859643.000000 Penalty: 3778.099854
	Iteration 30Q: 3 clusters Score -6859643 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -6859629.000000 Penalty: 3778.099854
	Iteration 31Q: 3 clusters Score -6859629 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -6859611.000000 Penalty: 3778.099854
	Iteration 32Q: 3 clusters Score -6859611 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -6859636.000000 Penalty: 3778.099854
	Iteration 33Q: 3 clusters Score -6859636 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101543 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -6859646.500000 Penalty: 3778.099854
	Iteration 34Q: 3 clusters Score -6859646 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -6859649.000000 Penalty: 3778.099854
	Iteration 35Q: 3 clusters Score -6859649 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -6859686.000000 Penalty: 3778.099854
	Iteration 36Q: 3 clusters Score -6859686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -6859671.000000 Penalty: 3778.099854
	Iteration 37Q: 3 clusters Score -6859671 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -6859682.500000 Penalty: 3778.099854
	Iteration 38Q: 3 clusters Score -6859682 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -6859696.500000 Penalty: 3778.099854
	Iteration 39Q: 3 clusters Score -6859696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -6859695.500000 Penalty: 3778.099854
	Iteration 40F: 3 clusters Score -6859696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -6859709.000000 Penalty: 3778.099854
	Iteration 41Q: 3 clusters Score -6859709 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -6859733.500000 Penalty: 3778.099854
	Iteration 42Q: 3 clusters Score -6859734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102463 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -6859739.000000 Penalty: 3778.099854
	Iteration 43Q: 3 clusters Score -6859739 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -6859740.500000 Penalty: 3778.099854
	Iteration 44Q: 3 clusters Score -6859740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -6859756.500000 Penalty: 3778.099854
	Iteration 45Q: 3 clusters Score -6859756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -6859757.000000 Penalty: 3778.099854
	Iteration 46Q: 3 clusters Score -6859757 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102823 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -6859764.000000 Penalty: 3778.099854
	Iteration 47Q: 3 clusters Score -6859764 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -6859758.500000 Penalty: 3778.099854
	Iteration 48Q: 3 clusters Score -6859758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102988 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -6859766.000000 Penalty: 3778.099854
	Iteration 49Q: 3 clusters Score -6859766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103086 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -6859776.000000 Penalty: 3778.099854
	Iteration 50Q: 3 clusters Score -6859776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -6859772.500000 Penalty: 3778.099854
	Iteration 51Q: 3 clusters Score -6859772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -6859781.500000 Penalty: 3778.099854
	Iteration 52Q: 3 clusters Score -6859782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103380 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -6859785.000000 Penalty: 3778.099854
	Iteration 53Q: 3 clusters Score -6859785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -6859809.000000 Penalty: 3778.099854
	Iteration 54Q: 3 clusters Score -6859809 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -6859821.000000 Penalty: 3778.099854
	Iteration 55Q: 3 clusters Score -6859821 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -6859835.000000 Penalty: 3778.099854
	Iteration 56Q: 3 clusters Score -6859835 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -6859842.000000 Penalty: 3778.099854
	Iteration 57Q: 3 clusters Score -6859842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -6859838.500000 Penalty: 3778.099854
	Iteration 58Q: 3 clusters Score -6859838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -6859857.000000 Penalty: 3778.099854
	Iteration 59Q: 3 clusters Score -6859857 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -6859867.500000 Penalty: 3778.099854
	Iteration 60F: 3 clusters Score -6859868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -6859880.000000 Penalty: 3778.099854
	Iteration 61Q: 3 clusters Score -6859880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -6859893.500000 Penalty: 3778.099854
	Iteration 62Q: 3 clusters Score -6859894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -6859889.500000 Penalty: 3778.099854
	Iteration 63Q: 3 clusters Score -6859890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104253 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -6859877.000000 Penalty: 3778.099854
	Iteration 64Q: 3 clusters Score -6859877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104312 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -6859894.000000 Penalty: 3778.099854
	Iteration 65Q: 3 clusters Score -6859894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -6859894.500000 Penalty: 3778.099854
	Iteration 66Q: 3 clusters Score -6859894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -6859902.500000 Penalty: 3778.099854
	Iteration 67Q: 3 clusters Score -6859902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104420 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -6859908.500000 Penalty: 3778.099854
	Iteration 68Q: 3 clusters Score -6859908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -6859904.500000 Penalty: 3778.099854
	Iteration 69Q: 3 clusters Score -6859904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -6859909.000000 Penalty: 3778.099854
	Iteration 70Q: 3 clusters Score -6859909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104496 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -6859910.500000 Penalty: 3778.099854
	Iteration 71Q: 3 clusters Score -6859910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -6859911.000000 Penalty: 3778.099854
	Iteration 72Q: 3 clusters Score -6859911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104578 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -6859895.500000 Penalty: 3778.099854
	Iteration 73Q: 3 clusters Score -6859896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -6859888.000000 Penalty: 3778.099854
	Iteration 74Q: 3 clusters Score -6859888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -6859893.500000 Penalty: 3778.099854
	Iteration 75Q: 3 clusters Score -6859894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104701 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6859886.500000 Penalty: 3778.099854
	Iteration 76Q: 3 clusters Score -6859886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -6859897.000000 Penalty: 3778.099854
	Iteration 77Q: 3 clusters Score -6859897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -6859902.000000 Penalty: 3778.099854
	Iteration 78Q: 3 clusters Score -6859902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104816 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -6859909.500000 Penalty: 3778.099854
	Iteration 79Q: 3 clusters Score -6859910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -6859897.500000 Penalty: 3778.099854
	Iteration 80F: 3 clusters Score -6859898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -6859908.500000 Penalty: 3778.099854
	Iteration 81Q: 3 clusters Score -6859908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -6859928.500000 Penalty: 3778.099854
	Iteration 82Q: 3 clusters Score -6859928 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104987 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -6859942.000000 Penalty: 3778.099854
	Iteration 83Q: 3 clusters Score -6859942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105030 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6859953 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -6859939.000000 Penalty: 3778.099854
	Iteration 85Q: 3 clusters Score -6859939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6859946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -6859947.500000 Penalty: 3778.099854
	Iteration 87Q: 3 clusters Score -6859948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105194 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -6859949.500000 Penalty: 3778.099854
	Iteration 88Q: 3 clusters Score -6859950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -6859949.500000 Penalty: 3778.099854
	Iteration 89Q: 3 clusters Score -6859950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -6859951.000000 Penalty: 3778.099854
	Iteration 90Q: 3 clusters Score -6859951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6859957 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -6859965.500000 Penalty: 3778.099854
	Iteration 92Q: 3 clusters Score -6859966 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -6859980.500000 Penalty: 3778.099854
	Iteration 93Q: 3 clusters Score -6859980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -6859995.000000 Penalty: 3778.099854
	Iteration 94Q: 3 clusters Score -6859995 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105586 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6859992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -6859981.000000 Penalty: 3778.099854
	Iteration 96Q: 3 clusters Score -6859981 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -6859978.000000 Penalty: 3778.099854
	Iteration 97Q: 3 clusters Score -6859978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105789 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -6859973.500000 Penalty: 3778.099854
	Iteration 98Q: 3 clusters Score -6859974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -6859988.500000 Penalty: 3778.099854
	Iteration 99Q: 3 clusters Score -6859988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -6859989.000000 Penalty: 3778.099854
	Iteration 100F: 3 clusters Score -6859989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105951 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6859987 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6859986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106025 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -6859993.500000 Penalty: 3778.099854
	Iteration 103Q: 3 clusters Score -6859994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6860000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106115 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -6860006.500000 Penalty: 3778.099854
	Iteration 105Q: 3 clusters Score -6860006 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -6859996.500000 Penalty: 3778.099854
	Iteration 106Q: 3 clusters Score -6859996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106176 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -6860009.000000 Penalty: 3778.099854
	Iteration 107Q: 3 clusters Score -6860009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106215 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -6860015.500000 Penalty: 3778.099854
	Iteration 108Q: 3 clusters Score -6860016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106249 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -6860020.500000 Penalty: 3778.099854
	Iteration 109Q: 3 clusters Score -6860020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6860028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106304 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -6860040.000000 Penalty: 3778.099854
	Iteration 111Q: 3 clusters Score -6860040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106327 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -6860031.000000 Penalty: 3778.099854
	Iteration 112Q: 3 clusters Score -6860031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -6860041.500000 Penalty: 3778.099854
	Iteration 113Q: 3 clusters Score -6860042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6860054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106410 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -6860051.500000 Penalty: 3778.099854
	Iteration 115Q: 3 clusters Score -6860052 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106430 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6860059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6860065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6860062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106500 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6860072.500000 Penalty: 3778.099854
	Iteration 119Q: 3 clusters Score -6860072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -6860079.500000 Penalty: 3778.099854
	Iteration 120F: 3 clusters Score -6860080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106544 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6860074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106564 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -6860069.000000 Penalty: 3778.099854
	Iteration 122Q: 3 clusters Score -6860069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106580 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6860077.000000 Penalty: 3778.099854
	Iteration 123Q: 3 clusters Score -6860077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106594 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -6860073.000000 Penalty: 3778.099854
	Iteration 124Q: 3 clusters Score -6860073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106607 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -6860080.500000 Penalty: 3778.099854
	Iteration 125Q: 3 clusters Score -6860080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106625 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -6860086.000000 Penalty: 3778.099854
	Iteration 126Q: 3 clusters Score -6860086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106646 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -6860088.000000 Penalty: 3778.099854
	Iteration 127Q: 3 clusters Score -6860088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106660 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -6860100.500000 Penalty: 3778.099854
	Iteration 128Q: 3 clusters Score -6860100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -6860102.000000 Penalty: 3778.099854
	Iteration 129Q: 3 clusters Score -6860102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -6860107.500000 Penalty: 3778.099854
	Iteration 130Q: 3 clusters Score -6860108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6860108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106709 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6860107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -6860103.000000 Penalty: 3778.099854
	Iteration 133Q: 3 clusters Score -6860103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -6860104.500000 Penalty: 3778.099854
	Iteration 134Q: 3 clusters Score -6860104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -6860114.000000 Penalty: 3778.099854
	Iteration 135Q: 3 clusters Score -6860114 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6860114 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106765 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6860104 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6860100 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6860104 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6860108 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6860104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -6860105.500000 Penalty: 3778.099854
	Iteration 142Q: 3 clusters Score -6860106 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6860107 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106823 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -6860102.500000 Penalty: 3778.099854
	Iteration 144Q: 3 clusters Score -6860102 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6860104 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106835 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6860109.000000 Penalty: 3778.099854
	Iteration 146Q: 3 clusters Score -6860109 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6860107 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106857 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6860110 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -6860117.500000 Penalty: 3778.099854
	Iteration 149Q: 3 clusters Score -6860118 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -6860115.500000 Penalty: 3778.099854
	Iteration 150Q: 3 clusters Score -6860116 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6860106 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6860110 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106890 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -6860111.500000 Penalty: 3778.099854
	Iteration 153Q: 3 clusters Score -6860112 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6860115 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -6860118.500000 Penalty: 3778.099854
	Iteration 155Q: 3 clusters Score -6860118 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106953 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -6860124.500000 Penalty: 3778.099854
	Iteration 156Q: 3 clusters Score -6860124 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -6860122.500000 Penalty: 3778.099854
	Iteration 157Q: 3 clusters Score -6860122 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106987 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -6860129.500000 Penalty: 3778.099854
	Iteration 158Q: 3 clusters Score -6860130 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -6860112.500000 Penalty: 3778.099854
	Iteration 159Q: 3 clusters Score -6860112 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6860118.000000 Penalty: 3778.099854
	Iteration 160F: 3 clusters Score -6860118 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107035 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -6860122.500000 Penalty: 3778.099854
	Iteration 161Q: 3 clusters Score -6860122 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -6860124.000000 Penalty: 3778.099854
	Iteration 162Q: 3 clusters Score -6860124 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -6860128.000000 Penalty: 3778.099854
	Iteration 163Q: 3 clusters Score -6860128 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -6860132.500000 Penalty: 3778.099854
	Iteration 164Q: 3 clusters Score -6860132 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -6860131.500000 Penalty: 3778.099854
	Iteration 165Q: 3 clusters Score -6860132 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -6860127.000000 Penalty: 3778.099854
	Iteration 166Q: 3 clusters Score -6860127 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -6860121.000000 Penalty: 3778.099854
	Iteration 167Q: 3 clusters Score -6860121 nChanged 15
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Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -6860114.500000 Penalty: 3778.099854
	Iteration 168Q: 3 clusters Score -6860114 nChanged 20
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Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -6860110.500000 Penalty: 3778.099854
	Iteration 169Q: 3 clusters Score -6860110 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -6860135.500000 Penalty: 3778.099854
	Iteration 170Q: 3 clusters Score -6860136 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107178 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -6860143.500000 Penalty: 3778.099854
	Iteration 171Q: 3 clusters Score -6860144 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -6860136.500000 Penalty: 3778.099854
	Iteration 172Q: 3 clusters Score -6860136 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -6860142.000000 Penalty: 3778.099854
	Iteration 173Q: 3 clusters Score -6860142 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6860137.500000 Penalty: 3778.099854
	Iteration 174Q: 3 clusters Score -6860138 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107246 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -6860146.500000 Penalty: 3778.099854
	Iteration 175Q: 3 clusters Score -6860146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -6860150.500000 Penalty: 3778.099854
	Iteration 176Q: 3 clusters Score -6860150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -6860149.500000 Penalty: 3778.099854
	Iteration 177Q: 3 clusters Score -6860150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107298 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -6860155.500000 Penalty: 3778.099854
	Iteration 178Q: 3 clusters Score -6860156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -6860155.500000 Penalty: 3778.099854
	Iteration 179Q: 3 clusters Score -6860156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107334 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -6860149.500000 Penalty: 3778.099854
	Iteration 180F: 3 clusters Score -6860150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107346 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -6860155.000000 Penalty: 3778.099854
	Iteration 181Q: 3 clusters Score -6860155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107367 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6860164.000000 Penalty: 3778.099854
	Iteration 182Q: 3 clusters Score -6860164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107390 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -6860170.000000 Penalty: 3778.099854
	Iteration 183Q: 3 clusters Score -6860170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107410 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -6860180.500000 Penalty: 3778.099854
	Iteration 184Q: 3 clusters Score -6860180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6860174.000000 Penalty: 3778.099854
	Iteration 185Q: 3 clusters Score -6860174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107446 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -6860174.500000 Penalty: 3778.099854
	Iteration 186Q: 3 clusters Score -6860174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -6860174.500000 Penalty: 3778.099854
	Iteration 187Q: 3 clusters Score -6860174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6860166.500000 Penalty: 3778.099854
	Iteration 188Q: 3 clusters Score -6860166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -6860161.500000 Penalty: 3778.099854
	Iteration 189Q: 3 clusters Score -6860162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107523 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -6860178.000000 Penalty: 3778.099854
	Iteration 190Q: 3 clusters Score -6860178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6860170.500000 Penalty: 3778.099854
	Iteration 191Q: 3 clusters Score -6860170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -6860168.000000 Penalty: 3778.099854
	Iteration 192Q: 3 clusters Score -6860168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6860173.500000 Penalty: 3778.099854
	Iteration 193Q: 3 clusters Score -6860174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6860173.500000 Penalty: 3778.099854
	Iteration 194F: 3 clusters Score -6860174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -138114.171875 Penalty: 1265.247192
	Iteration 0F: 2 clusters Score -138114.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -135791.703125 Penalty: 2530.494385
	Iteration 0F: 3 clusters Score -135791.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -136371.656250 Penalty: 2530.494385
	Iteration 1F: 3 clusters Score -136371.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -136521.593750 Penalty: 2530.494385
	Iteration 2F: 3 clusters Score -136521.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -136659.156250 Penalty: 2530.494385
	Iteration 3F: 3 clusters Score -136659.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -136772.812500 Penalty: 2530.494385
	Iteration 4Q: 3 clusters Score -136772.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -136845.656250 Penalty: 2530.494385
	Iteration 5Q: 3 clusters Score -136845.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -136905.609375 Penalty: 2530.494385
	Iteration 6Q: 3 clusters Score -136905.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -136964.421875 Penalty: 2530.494385
	Iteration 7Q: 3 clusters Score -136964.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -137021.781250 Penalty: 2530.494385
	Iteration 8Q: 3 clusters Score -137021.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -137080.781250 Penalty: 2530.494385
	Iteration 9Q: 3 clusters Score -137080.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -137120.421875 Penalty: 2530.494385
	Iteration 10Q: 3 clusters Score -137120.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -137156.031250 Penalty: 2530.494385
	Iteration 11Q: 3 clusters Score -137156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -137178.250000 Penalty: 2530.494385
	Iteration 12Q: 3 clusters Score -137178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -137193.500000 Penalty: 2530.494385
	Iteration 13Q: 3 clusters Score -137193.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -137208.484375 Penalty: 2530.494385
	Iteration 14Q: 3 clusters Score -137208.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -137226.250000 Penalty: 2530.494385
	Iteration 15Q: 3 clusters Score -137226.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -137246.781250 Penalty: 2530.494385
	Iteration 16Q: 3 clusters Score -137246.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -137263.859375 Penalty: 2530.494385
	Iteration 17Q: 3 clusters Score -137263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -137270.562500 Penalty: 2530.494385
	Iteration 18Q: 3 clusters Score -137270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -137273.250000 Penalty: 2530.494385
	Iteration 19Q: 3 clusters Score -137273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -137274.671875 Penalty: 2530.494385
	Iteration 20F: 3 clusters Score -137274.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -137275.046875 Penalty: 2530.494385
	Iteration 21Q: 3 clusters Score -137275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -137276.421875 Penalty: 2530.494385
	Iteration 22Q: 3 clusters Score -137276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -137279.031250 Penalty: 2530.494385
	Iteration 23Q: 3 clusters Score -137279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -137281.046875 Penalty: 2530.494385
	Iteration 24Q: 3 clusters Score -137281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -137283.203125 Penalty: 2530.494385
	Iteration 25Q: 3 clusters Score -137283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -137283.859375 Penalty: 2530.494385
	Iteration 26Q: 3 clusters Score -137283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -137284.062500 Penalty: 2530.494385
	Iteration 27Q: 3 clusters Score -137284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -137284.062500 Penalty: 2530.494385
	Iteration 28F: 3 clusters Score -137284.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Entering Unmasked Estep 
Score: -632385.937500 Penalty: 1497.749268
	Iteration 0F: 2 clusters Score -632385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -625160.062500 Penalty: 2995.498535
	Iteration 0F: 3 clusters Score -625160.1 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -627449.750000 Penalty: 2995.498535
	Iteration 1F: 3 clusters Score -627449.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -627717.187500 Penalty: 2995.498535
	Iteration 2F: 3 clusters Score -627717.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -627908.937500 Penalty: 2995.498535
	Iteration 3Q: 3 clusters Score -627908.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -628106.937500 Penalty: 2995.498535
	Iteration 4Q: 3 clusters Score -628106.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -628327.187500 Penalty: 2995.498535
	Iteration 5Q: 3 clusters Score -628327.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -628596.437500 Penalty: 2995.498535
	Iteration 6Q: 3 clusters Score -628596.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -628933.000000 Penalty: 2995.498535
	Iteration 7Q: 3 clusters Score -628933 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -629367.062500 Penalty: 2995.498535
	Iteration 8F: 3 clusters Score -629367.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -629902.875000 Penalty: 2995.498535
	Iteration 9F: 3 clusters Score -629902.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -630443.937500 Penalty: 2995.498535
	Iteration 10F: 3 clusters Score -630443.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -630876.937500 Penalty: 2995.498535
	Iteration 11Q: 3 clusters Score -630876.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -631160.312500 Penalty: 2995.498535
	Iteration 12Q: 3 clusters Score -631160.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -631325.812500 Penalty: 2995.498535
	Iteration 13Q: 3 clusters Score -631325.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -631425.437500 Penalty: 2995.498535
	Iteration 14Q: 3 clusters Score -631425.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -631506.812500 Penalty: 2995.498535
	Iteration 15Q: 3 clusters Score -631506.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -631560.812500 Penalty: 2995.498535
	Iteration 16Q: 3 clusters Score -631560.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -631597.187500 Penalty: 2995.498535
	Iteration 17Q: 3 clusters Score -631597.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -631624.750000 Penalty: 2995.498535
	Iteration 18Q: 3 clusters Score -631624.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -631647.000000 Penalty: 2995.498535
	Iteration 19Q: 3 clusters Score -631647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -631660.125000 Penalty: 2995.498535
	Iteration 20F: 3 clusters Score -631660.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -631672.062500 Penalty: 2995.498535
	Iteration 21Q: 3 clusters Score -631672.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -631684.437500 Penalty: 2995.498535
	Iteration 22Q: 3 clusters Score -631684.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -631690.937500 Penalty: 2995.498535
	Iteration 23Q: 3 clusters Score -631690.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -631700.125000 Penalty: 2995.498535
	Iteration 24Q: 3 clusters Score -631700.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -631706.375000 Penalty: 2995.498535
	Iteration 25Q: 3 clusters Score -631706.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -631715.062500 Penalty: 2995.498535
	Iteration 26Q: 3 clusters Score -631715.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -631720.437500 Penalty: 2995.498535
	Iteration 27Q: 3 clusters Score -631720.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -631726.000000 Penalty: 2995.498535
	Iteration 28Q: 3 clusters Score -631726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -631728.625000 Penalty: 2995.498535
	Iteration 29Q: 3 clusters Score -631728.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -631733.250000 Penalty: 2995.498535
	Iteration 30Q: 3 clusters Score -631733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -631736.125000 Penalty: 2995.498535
	Iteration 31Q: 3 clusters Score -631736.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -631741.437500 Penalty: 2995.498535
	Iteration 32Q: 3 clusters Score -631741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -631743.687500 Penalty: 2995.498535
	Iteration 33Q: 3 clusters Score -631743.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -631746.125000 Penalty: 2995.498535
	Iteration 34Q: 3 clusters Score -631746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -631747.000000 Penalty: 2995.498535
	Iteration 35Q: 3 clusters Score -631747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -631749.375000 Penalty: 2995.498535
	Iteration 36Q: 3 clusters Score -631749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -631750.625000 Penalty: 2995.498535
	Iteration 37Q: 3 clusters Score -631750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -631752.750000 Penalty: 2995.498535
	Iteration 38Q: 3 clusters Score -631752.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -631755.750000 Penalty: 2995.498535
	Iteration 39Q: 3 clusters Score -631755.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -631756.687500 Penalty: 2995.498535
	Iteration 40F: 3 clusters Score -631756.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -631759.750000 Penalty: 2995.498535
	Iteration 41Q: 3 clusters Score -631759.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -631762.250000 Penalty: 2995.498535
	Iteration 42Q: 3 clusters Score -631762.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -631765.375000 Penalty: 2995.498535
	Iteration 43Q: 3 clusters Score -631765.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -631767.562500 Penalty: 2995.498535
	Iteration 44Q: 3 clusters Score -631767.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -631770.187500 Penalty: 2995.498535
	Iteration 45Q: 3 clusters Score -631770.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -631772.625000 Penalty: 2995.498535
	Iteration 46Q: 3 clusters Score -631772.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -631774.687500 Penalty: 2995.498535
	Iteration 47Q: 3 clusters Score -631774.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -631777.500000 Penalty: 2995.498535
	Iteration 48Q: 3 clusters Score -631777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -631780.187500 Penalty: 2995.498535
	Iteration 49Q: 3 clusters Score -631780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -631781.562500 Penalty: 2995.498535
	Iteration 50Q: 3 clusters Score -631781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -631784.875000 Penalty: 2995.498535
	Iteration 51Q: 3 clusters Score -631784.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -631786.250000 Penalty: 2995.498535
	Iteration 52Q: 3 clusters Score -631786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -631785.625000 Penalty: 2995.498535
	Iteration 53Q: 3 clusters Score -631785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -631787.187500 Penalty: 2995.498535
	Iteration 54Q: 3 clusters Score -631787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -631789.312500 Penalty: 2995.498535
	Iteration 55Q: 3 clusters Score -631789.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -631790.187500 Penalty: 2995.498535
	Iteration 56Q: 3 clusters Score -631790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -631791.437500 Penalty: 2995.498535
	Iteration 57Q: 3 clusters Score -631791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -631792.000000 Penalty: 2995.498535
	Iteration 58Q: 3 clusters Score -631792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -631793.312500 Penalty: 2995.498535
	Iteration 59Q: 3 clusters Score -631793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -631793.750000 Penalty: 2995.498535
	Iteration 60F: 3 clusters Score -631793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -631794.562500 Penalty: 2995.498535
	Iteration 61Q: 3 clusters Score -631794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -631794.812500 Penalty: 2995.498535
	Iteration 62Q: 3 clusters Score -631794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -631795.625000 Penalty: 2995.498535
	Iteration 63Q: 3 clusters Score -631795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -631795.375000 Penalty: 2995.498535
	Iteration 64Q: 3 clusters Score -631795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -631796.500000 Penalty: 2995.498535
	Iteration 65Q: 3 clusters Score -631796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -631797.625000 Penalty: 2995.498535
	Iteration 66Q: 3 clusters Score -631797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -631798.187500 Penalty: 2995.498535
	Iteration 67Q: 3 clusters Score -631798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -631798.062500 Penalty: 2995.498535
	Iteration 68Q: 3 clusters Score -631798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -631798.625000 Penalty: 2995.498535
	Iteration 69Q: 3 clusters Score -631798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -631801.000000 Penalty: 2995.498535
	Iteration 70Q: 3 clusters Score -631801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -631803.250000 Penalty: 2995.498535
	Iteration 71Q: 3 clusters Score -631803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -631803.500000 Penalty: 2995.498535
	Iteration 72Q: 3 clusters Score -631803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -631804.375000 Penalty: 2995.498535
	Iteration 73Q: 3 clusters Score -631804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -631804.687500 Penalty: 2995.498535
	Iteration 74Q: 3 clusters Score -631804.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -631807.125000 Penalty: 2995.498535
	Iteration 75Q: 3 clusters Score -631807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -631807.625000 Penalty: 2995.498535
	Iteration 76Q: 3 clusters Score -631807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -631807.625000 Penalty: 2995.498535
	Iteration 77Q: 3 clusters Score -631807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -631808.125000 Penalty: 2995.498535
	Iteration 78Q: 3 clusters Score -631808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -631808.375000 Penalty: 2995.498535
	Iteration 79Q: 3 clusters Score -631808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -631809.625000 Penalty: 2995.498535
	Iteration 80F: 3 clusters Score -631809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1006474.562500 Penalty: 1573.015259
	Iteration 0F: 2 clusters Score -1006475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -995286.187500 Penalty: 3146.030518
	Iteration 0F: 3 clusters Score -995286.2 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -999225.750000 Penalty: 3146.030518
	Iteration 1F: 3 clusters Score -999225.8 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -999536.500000 Penalty: 3146.030518
	Iteration 2F: 3 clusters Score -999536.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -999839.125000 Penalty: 3146.030518
	Iteration 3Q: 3 clusters Score -999839.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1000182.062500 Penalty: 3146.030518
	Iteration 4Q: 3 clusters Score -1000182 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1000568.750000 Penalty: 3146.030518
	Iteration 5Q: 3 clusters Score -1000569 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1001045.812500 Penalty: 3146.030518
	Iteration 6F: 3 clusters Score -1001046 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1001644.500000 Penalty: 3146.030518
	Iteration 7F: 3 clusters Score -1001644 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1002349.562500 Penalty: 3146.030518
	Iteration 8F: 3 clusters Score -1002350 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1003122.875000 Penalty: 3146.030518
	Iteration 9F: 3 clusters Score -1003123 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1003833.000000 Penalty: 3146.030518
	Iteration 10F: 3 clusters Score -1003833 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1004358.437500 Penalty: 3146.030518
	Iteration 11Q: 3 clusters Score -1004358 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1004706.625000 Penalty: 3146.030518
	Iteration 12Q: 3 clusters Score -1004707 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1004867.187500 Penalty: 3146.030518
	Iteration 13Q: 3 clusters Score -1004867 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1004970.375000 Penalty: 3146.030518
	Iteration 14Q: 3 clusters Score -1004970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1005043.250000 Penalty: 3146.030518
	Iteration 15Q: 3 clusters Score -1005043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1005097.750000 Penalty: 3146.030518
	Iteration 16Q: 3 clusters Score -1005098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1005131.437500 Penalty: 3146.030518
	Iteration 17Q: 3 clusters Score -1005131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1005149.500000 Penalty: 3146.030518
	Iteration 18Q: 3 clusters Score -1005150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1005160.750000 Penalty: 3146.030518
	Iteration 19Q: 3 clusters Score -1005161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1005170.312500 Penalty: 3146.030518
	Iteration 20F: 3 clusters Score -1005170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1005181.062500 Penalty: 3146.030518
	Iteration 21Q: 3 clusters Score -1005181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1005188.625000 Penalty: 3146.030518
	Iteration 22Q: 3 clusters Score -1005189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1005193.187500 Penalty: 3146.030518
	Iteration 23Q: 3 clusters Score -1005193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1005194.500000 Penalty: 3146.030518
	Iteration 24Q: 3 clusters Score -1005194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1005194.500000 Penalty: 3146.030518
	Iteration 25F: 3 clusters Score -1005194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Entering Unmasked Estep 
Score: -1801557.625000 Penalty: 1672.242188
	Iteration 0F: 2 clusters Score -1801558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1781797.125000 Penalty: 3344.484375
	Iteration 0F: 3 clusters Score -1781797 nChanged 13500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1789515.750000 Penalty: 3344.484375
	Iteration 1F: 3 clusters Score -1789516 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1790014.750000 Penalty: 3344.484375
	Iteration 2Q: 3 clusters Score -1790015 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1790568.750000 Penalty: 3344.484375
	Iteration 3Q: 3 clusters Score -1790569 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1791234.500000 Penalty: 3344.484375
	Iteration 4Q: 3 clusters Score -1791234 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1792002.500000 Penalty: 3344.484375
	Iteration 5Q: 3 clusters Score -1792002 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1792928.500000 Penalty: 3344.484375
	Iteration 6F: 3 clusters Score -1792928 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1793931.375000 Penalty: 3344.484375
	Iteration 7F: 3 clusters Score -1793931 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -1794938.625000 Penalty: 3344.484375
	Iteration 8F: 3 clusters Score -1794939 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -1795954.875000 Penalty: 3344.484375
	Iteration 9Q: 3 clusters Score -1795955 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -1796859.125000 Penalty: 3344.484375
	Iteration 10Q: 3 clusters Score -1796859 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -1797673.625000 Penalty: 3344.484375
	Iteration 11Q: 3 clusters Score -1797674 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -1798288.250000 Penalty: 3344.484375
	Iteration 12Q: 3 clusters Score -1798288 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -1798769.375000 Penalty: 3344.484375
	Iteration 13Q: 3 clusters Score -1798769 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -1799140.125000 Penalty: 3344.484375
	Iteration 14Q: 3 clusters Score -1799140 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -1799397.875000 Penalty: 3344.484375
	Iteration 15Q: 3 clusters Score -1799398 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -1799600.500000 Penalty: 3344.484375
	Iteration 16Q: 3 clusters Score -1799600 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -1799741.625000 Penalty: 3344.484375
	Iteration 17Q: 3 clusters Score -1799742 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -1799827.250000 Penalty: 3344.484375
	Iteration 18Q: 3 clusters Score -1799827 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -1799907.375000 Penalty: 3344.484375
	Iteration 19Q: 3 clusters Score -1799907 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -1799967.125000 Penalty: 3344.484375
	Iteration 20F: 3 clusters Score -1799967 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -1800003.125000 Penalty: 3344.484375
	Iteration 21Q: 3 clusters Score -1800003 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -1800039.000000 Penalty: 3344.484375
	Iteration 22Q: 3 clusters Score -1800039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -1800068.750000 Penalty: 3344.484375
	Iteration 23Q: 3 clusters Score -1800069 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -1800093.250000 Penalty: 3344.484375
	Iteration 24Q: 3 clusters Score -1800093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -1800117.125000 Penalty: 3344.484375
	Iteration 25Q: 3 clusters Score -1800117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -1800128.375000 Penalty: 3344.484375
	Iteration 26Q: 3 clusters Score -1800128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -1800138.125000 Penalty: 3344.484375
	Iteration 27Q: 3 clusters Score -1800138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -1800146.250000 Penalty: 3344.484375
	Iteration 28Q: 3 clusters Score -1800146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -1800160.000000 Penalty: 3344.484375
	Iteration 29Q: 3 clusters Score -1800160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -1800168.750000 Penalty: 3344.484375
	Iteration 30Q: 3 clusters Score -1800169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -1800179.875000 Penalty: 3344.484375
	Iteration 31Q: 3 clusters Score -1800180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -1800190.250000 Penalty: 3344.484375
	Iteration 32Q: 3 clusters Score -1800190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -1800202.375000 Penalty: 3344.484375
	Iteration 33Q: 3 clusters Score -1800202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -1800208.750000 Penalty: 3344.484375
	Iteration 34Q: 3 clusters Score -1800209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -1800217.500000 Penalty: 3344.484375
	Iteration 35Q: 3 clusters Score -1800218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -1800220.875000 Penalty: 3344.484375
	Iteration 36Q: 3 clusters Score -1800221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -1800226.500000 Penalty: 3344.484375
	Iteration 37Q: 3 clusters Score -1800226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -1800232.875000 Penalty: 3344.484375
	Iteration 38Q: 3 clusters Score -1800233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -1800239.500000 Penalty: 3344.484375
	Iteration 39Q: 3 clusters Score -1800240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -1800241.375000 Penalty: 3344.484375
	Iteration 40F: 3 clusters Score -1800241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -1800249.375000 Penalty: 3344.484375
	Iteration 41Q: 3 clusters Score -1800249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -1800251.375000 Penalty: 3344.484375
	Iteration 42Q: 3 clusters Score -1800251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -1800254.250000 Penalty: 3344.484375
	Iteration 43Q: 3 clusters Score -1800254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -1800257.000000 Penalty: 3344.484375
	Iteration 44Q: 3 clusters Score -1800257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -1800258.625000 Penalty: 3344.484375
	Iteration 45Q: 3 clusters Score -1800259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -1800263.375000 Penalty: 3344.484375
	Iteration 46Q: 3 clusters Score -1800263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -1800264.875000 Penalty: 3344.484375
	Iteration 47Q: 3 clusters Score -1800265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -1800265.875000 Penalty: 3344.484375
	Iteration 48Q: 3 clusters Score -1800266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -1800268.250000 Penalty: 3344.484375
	Iteration 49Q: 3 clusters Score -1800268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -1800266.875000 Penalty: 3344.484375
	Iteration 50Q: 3 clusters Score -1800267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -1800267.875000 Penalty: 3344.484375
	Iteration 51Q: 3 clusters Score -1800268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -1800269.500000 Penalty: 3344.484375
	Iteration 52Q: 3 clusters Score -1800270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -1800270.875000 Penalty: 3344.484375
	Iteration 53Q: 3 clusters Score -1800271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -1800272.625000 Penalty: 3344.484375
	Iteration 54Q: 3 clusters Score -1800273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -1800273.500000 Penalty: 3344.484375
	Iteration 55Q: 3 clusters Score -1800274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -1800275.500000 Penalty: 3344.484375
	Iteration 56Q: 3 clusters Score -1800276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -1800273.750000 Penalty: 3344.484375
	Iteration 57Q: 3 clusters Score -1800274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -1800273.750000 Penalty: 3344.484375
	Iteration 58F: 3 clusters Score -1800274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -163991.421875 Penalty: 1296.029175
	Iteration 0F: 2 clusters Score -163991.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -161359.531250 Penalty: 2592.058350
	Iteration 0F: 3 clusters Score -161359.5 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -162034.953125 Penalty: 2592.058350
	Iteration 1F: 3 clusters Score -162035 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -162180.812500 Penalty: 2592.058350
	Iteration 2F: 3 clusters Score -162180.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -162286.515625 Penalty: 2592.058350
	Iteration 3F: 3 clusters Score -162286.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -162391.265625 Penalty: 2592.058350
	Iteration 4Q: 3 clusters Score -162391.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -162481.828125 Penalty: 2592.058350
	Iteration 5Q: 3 clusters Score -162481.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -162558.859375 Penalty: 2592.058350
	Iteration 6Q: 3 clusters Score -162558.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -162643.390625 Penalty: 2592.058350
	Iteration 7Q: 3 clusters Score -162643.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -162706.015625 Penalty: 2592.058350
	Iteration 8Q: 3 clusters Score -162706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -162764.609375 Penalty: 2592.058350
	Iteration 9Q: 3 clusters Score -162764.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -162818.843750 Penalty: 2592.058350
	Iteration 10Q: 3 clusters Score -162818.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -162856.656250 Penalty: 2592.058350
	Iteration 11Q: 3 clusters Score -162856.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -162885.953125 Penalty: 2592.058350
	Iteration 12Q: 3 clusters Score -162886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -162902.453125 Penalty: 2592.058350
	Iteration 13Q: 3 clusters Score -162902.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -162914.937500 Penalty: 2592.058350
	Iteration 14Q: 3 clusters Score -162914.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -162922.437500 Penalty: 2592.058350
	Iteration 15Q: 3 clusters Score -162922.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -162926.718750 Penalty: 2592.058350
	Iteration 16Q: 3 clusters Score -162926.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -162930.593750 Penalty: 2592.058350
	Iteration 17Q: 3 clusters Score -162930.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -162936.765625 Penalty: 2592.058350
	Iteration 18Q: 3 clusters Score -162936.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -162944.781250 Penalty: 2592.058350
	Iteration 19Q: 3 clusters Score -162944.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -162959.968750 Penalty: 2592.058350
	Iteration 20F: 3 clusters Score -162960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -162980.109375 Penalty: 2592.058350
	Iteration 21Q: 3 clusters Score -162980.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -162996.656250 Penalty: 2592.058350
	Iteration 22Q: 3 clusters Score -162996.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -163012.843750 Penalty: 2592.058350
	Iteration 23Q: 3 clusters Score -163012.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -163026.781250 Penalty: 2592.058350
	Iteration 24Q: 3 clusters Score -163026.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -163040.828125 Penalty: 2592.058350
	Iteration 25Q: 3 clusters Score -163040.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -163056.453125 Penalty: 2592.058350
	Iteration 26Q: 3 clusters Score -163056.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -163067.109375 Penalty: 2592.058350
	Iteration 27Q: 3 clusters Score -163067.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -163074.218750 Penalty: 2592.058350
	Iteration 28Q: 3 clusters Score -163074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -163077.375000 Penalty: 2592.058350
	Iteration 29Q: 3 clusters Score -163077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -163078.750000 Penalty: 2592.058350
	Iteration 30Q: 3 clusters Score -163078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -163078.906250 Penalty: 2592.058350
	Iteration 31Q: 3 clusters Score -163078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -163079.343750 Penalty: 2592.058350
	Iteration 32Q: 3 clusters Score -163079.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -163080.578125 Penalty: 2592.058350
	Iteration 33Q: 3 clusters Score -163080.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -163082.562500 Penalty: 2592.058350
	Iteration 34Q: 3 clusters Score -163082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -163083.875000 Penalty: 2592.058350
	Iteration 35Q: 3 clusters Score -163083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -163085.531250 Penalty: 2592.058350
	Iteration 36Q: 3 clusters Score -163085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -163085.750000 Penalty: 2592.058350
	Iteration 37Q: 3 clusters Score -163085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -163086.515625 Penalty: 2592.058350
	Iteration 38Q: 3 clusters Score -163086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -163087.093750 Penalty: 2592.058350
	Iteration 39Q: 3 clusters Score -163087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -163087.781250 Penalty: 2592.058350
	Iteration 40F: 3 clusters Score -163087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -163087.734375 Penalty: 2592.058350
	Iteration 41Q: 3 clusters Score -163087.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -163087.734375 Penalty: 2592.058350
	Iteration 42F: 3 clusters Score -163087.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Entering Unmasked Estep 
Score: -610479.625000 Penalty: 1492.549561
	Iteration 0F: 2 clusters Score -610479.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -603548.937500 Penalty: 2985.099121
	Iteration 0F: 3 clusters Score -603548.9 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -605739.187500 Penalty: 2985.099121
	Iteration 1F: 3 clusters Score -605739.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -605940.375000 Penalty: 2985.099121
	Iteration 2F: 3 clusters Score -605940.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -606096.125000 Penalty: 2985.099121
	Iteration 3Q: 3 clusters Score -606096.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -606199.062500 Penalty: 2985.099121
	Iteration 4Q: 3 clusters Score -606199.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -606289.500000 Penalty: 2985.099121
	Iteration 5Q: 3 clusters Score -606289.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -606382.562500 Penalty: 2985.099121
	Iteration 6Q: 3 clusters Score -606382.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -606482.562500 Penalty: 2985.099121
	Iteration 7Q: 3 clusters Score -606482.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -606577.500000 Penalty: 2985.099121
	Iteration 8Q: 3 clusters Score -606577.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -606665.937500 Penalty: 2985.099121
	Iteration 9Q: 3 clusters Score -606665.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -606766.687500 Penalty: 2985.099121
	Iteration 10Q: 3 clusters Score -606766.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -606906.187500 Penalty: 2985.099121
	Iteration 11Q: 3 clusters Score -606906.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -607073.812500 Penalty: 2985.099121
	Iteration 12Q: 3 clusters Score -607073.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -607260.500000 Penalty: 2985.099121
	Iteration 13Q: 3 clusters Score -607260.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -607447.937500 Penalty: 2985.099121
	Iteration 14Q: 3 clusters Score -607447.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -607650.437500 Penalty: 2985.099121
	Iteration 15Q: 3 clusters Score -607650.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -607856.625000 Penalty: 2985.099121
	Iteration 16Q: 3 clusters Score -607856.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -608039.125000 Penalty: 2985.099121
	Iteration 17Q: 3 clusters Score -608039.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -608213.187500 Penalty: 2985.099121
	Iteration 18Q: 3 clusters Score -608213.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -608376.875000 Penalty: 2985.099121
	Iteration 19Q: 3 clusters Score -608376.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -608511.062500 Penalty: 2985.099121
	Iteration 20F: 3 clusters Score -608511.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -608644.562500 Penalty: 2985.099121
	Iteration 21Q: 3 clusters Score -608644.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -608752.125000 Penalty: 2985.099121
	Iteration 22Q: 3 clusters Score -608752.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -608833.187500 Penalty: 2985.099121
	Iteration 23Q: 3 clusters Score -608833.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -608885.625000 Penalty: 2985.099121
	Iteration 24Q: 3 clusters Score -608885.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -608918.062500 Penalty: 2985.099121
	Iteration 25Q: 3 clusters Score -608918.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -608948.687500 Penalty: 2985.099121
	Iteration 26Q: 3 clusters Score -608948.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -608971.375000 Penalty: 2985.099121
	Iteration 27Q: 3 clusters Score -608971.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -608991.750000 Penalty: 2985.099121
	Iteration 28Q: 3 clusters Score -608991.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -609012.375000 Penalty: 2985.099121
	Iteration 29Q: 3 clusters Score -609012.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -609028.687500 Penalty: 2985.099121
	Iteration 30Q: 3 clusters Score -609028.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -609050.000000 Penalty: 2985.099121
	Iteration 31Q: 3 clusters Score -609050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -609070.000000 Penalty: 2985.099121
	Iteration 32Q: 3 clusters Score -609070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -609091.312500 Penalty: 2985.099121
	Iteration 33Q: 3 clusters Score -609091.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -609106.000000 Penalty: 2985.099121
	Iteration 34Q: 3 clusters Score -609106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -609115.937500 Penalty: 2985.099121
	Iteration 35Q: 3 clusters Score -609115.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -609128.000000 Penalty: 2985.099121
	Iteration 36Q: 3 clusters Score -609128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -609139.062500 Penalty: 2985.099121
	Iteration 37Q: 3 clusters Score -609139.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -609147.562500 Penalty: 2985.099121
	Iteration 38Q: 3 clusters Score -609147.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -609154.312500 Penalty: 2985.099121
	Iteration 39Q: 3 clusters Score -609154.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -609157.000000 Penalty: 2985.099121
	Iteration 40F: 3 clusters Score -609157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -609156.500000 Penalty: 2985.099121
	Iteration 41Q: 3 clusters Score -609156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -609156.500000 Penalty: 2985.099121
	Iteration 42F: 3 clusters Score -609156.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Entering Unmasked Estep 
Score: -345156.343750 Penalty: 1432.062866
	Iteration 0F: 2 clusters Score -345156.3 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 3378 members 
Entering Unmasked Estep 
Score: -340121.875000 Penalty: 2864.125732
	Iteration 0F: 3 clusters Score -340121.9 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -341811.187500 Penalty: 2864.125732
	Iteration 1F: 3 clusters Score -341811.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -342280.968750 Penalty: 2864.125732
	Iteration 2F: 3 clusters Score -342281 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -342739.218750 Penalty: 2864.125732
	Iteration 3F: 3 clusters Score -342739.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -343163.156250 Penalty: 2864.125732
	Iteration 4F: 3 clusters Score -343163.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -343488.343750 Penalty: 2864.125732
	Iteration 5F: 3 clusters Score -343488.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -343679.593750 Penalty: 2864.125732
	Iteration 6F: 3 clusters Score -343679.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -343799.125000 Penalty: 2864.125732
	Iteration 7Q: 3 clusters Score -343799.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -343864.562500 Penalty: 2864.125732
	Iteration 8Q: 3 clusters Score -343864.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -343911.781250 Penalty: 2864.125732
	Iteration 9Q: 3 clusters Score -343911.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -343945.156250 Penalty: 2864.125732
	Iteration 10Q: 3 clusters Score -343945.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -343976.500000 Penalty: 2864.125732
	Iteration 11Q: 3 clusters Score -343976.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -344002.875000 Penalty: 2864.125732
	Iteration 12Q: 3 clusters Score -344002.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -344020.843750 Penalty: 2864.125732
	Iteration 13Q: 3 clusters Score -344020.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -344032.468750 Penalty: 2864.125732
	Iteration 14Q: 3 clusters Score -344032.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -344044.468750 Penalty: 2864.125732
	Iteration 15Q: 3 clusters Score -344044.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -344051.968750 Penalty: 2864.125732
	Iteration 16Q: 3 clusters Score -344052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -344058.968750 Penalty: 2864.125732
	Iteration 17Q: 3 clusters Score -344059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -344064.562500 Penalty: 2864.125732
	Iteration 18Q: 3 clusters Score -344064.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -344070.906250 Penalty: 2864.125732
	Iteration 19Q: 3 clusters Score -344070.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -344076.218750 Penalty: 2864.125732
	Iteration 20F: 3 clusters Score -344076.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -344081.218750 Penalty: 2864.125732
	Iteration 21Q: 3 clusters Score -344081.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -344086.593750 Penalty: 2864.125732
	Iteration 22Q: 3 clusters Score -344086.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -344090.343750 Penalty: 2864.125732
	Iteration 23Q: 3 clusters Score -344090.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -344093.656250 Penalty: 2864.125732
	Iteration 24Q: 3 clusters Score -344093.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -344093.968750 Penalty: 2864.125732
	Iteration 25Q: 3 clusters Score -344094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -344097.031250 Penalty: 2864.125732
	Iteration 26Q: 3 clusters Score -344097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -344099.125000 Penalty: 2864.125732
	Iteration 27Q: 3 clusters Score -344099.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -344102.625000 Penalty: 2864.125732
	Iteration 28Q: 3 clusters Score -344102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -344104.250000 Penalty: 2864.125732
	Iteration 29Q: 3 clusters Score -344104.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -344106.312500 Penalty: 2864.125732
	Iteration 30Q: 3 clusters Score -344106.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -344108.000000 Penalty: 2864.125732
	Iteration 31Q: 3 clusters Score -344108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -344109.656250 Penalty: 2864.125732
	Iteration 32Q: 3 clusters Score -344109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -344109.718750 Penalty: 2864.125732
	Iteration 33Q: 3 clusters Score -344109.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -344109.718750 Penalty: 2864.125732
	Iteration 34F: 3 clusters Score -344109.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Entering Unmasked Estep 
Score: -466763.531250 Penalty: 1456.055176
	Iteration 0F: 2 clusters Score -466763.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -460987.937500 Penalty: 2912.110352
	Iteration 0F: 3 clusters Score -460987.9 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -462818.468750 Penalty: 2912.110352
	Iteration 1F: 3 clusters Score -462818.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -463088.625000 Penalty: 2912.110352
	Iteration 2F: 3 clusters Score -463088.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -463309.500000 Penalty: 2912.110352
	Iteration 3F: 3 clusters Score -463309.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -463478.562500 Penalty: 2912.110352
	Iteration 4Q: 3 clusters Score -463478.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -463646.218750 Penalty: 2912.110352
	Iteration 5Q: 3 clusters Score -463646.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -463829.656250 Penalty: 2912.110352
	Iteration 6Q: 3 clusters Score -463829.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -464014.406250 Penalty: 2912.110352
	Iteration 7Q: 3 clusters Score -464014.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -464189.156250 Penalty: 2912.110352
	Iteration 8Q: 3 clusters Score -464189.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -464360.906250 Penalty: 2912.110352
	Iteration 9Q: 3 clusters Score -464360.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -464564.437500 Penalty: 2912.110352
	Iteration 10Q: 3 clusters Score -464564.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -464763.687500 Penalty: 2912.110352
	Iteration 11Q: 3 clusters Score -464763.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -464960.468750 Penalty: 2912.110352
	Iteration 12Q: 3 clusters Score -464960.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -465106.062500 Penalty: 2912.110352
	Iteration 13Q: 3 clusters Score -465106.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -465237.625000 Penalty: 2912.110352
	Iteration 14Q: 3 clusters Score -465237.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -465353.000000 Penalty: 2912.110352
	Iteration 15Q: 3 clusters Score -465353 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -465435.093750 Penalty: 2912.110352
	Iteration 16Q: 3 clusters Score -465435.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -465498.218750 Penalty: 2912.110352
	Iteration 17Q: 3 clusters Score -465498.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -465552.406250 Penalty: 2912.110352
	Iteration 18Q: 3 clusters Score -465552.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -465599.500000 Penalty: 2912.110352
	Iteration 19Q: 3 clusters Score -465599.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -465641.312500 Penalty: 2912.110352
	Iteration 20F: 3 clusters Score -465641.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -465687.875000 Penalty: 2912.110352
	Iteration 21Q: 3 clusters Score -465687.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -465724.968750 Penalty: 2912.110352
	Iteration 22Q: 3 clusters Score -465725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -465760.968750 Penalty: 2912.110352
	Iteration 23Q: 3 clusters Score -465761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -465784.062500 Penalty: 2912.110352
	Iteration 24Q: 3 clusters Score -465784.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -465801.343750 Penalty: 2912.110352
	Iteration 25Q: 3 clusters Score -465801.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -465813.531250 Penalty: 2912.110352
	Iteration 26Q: 3 clusters Score -465813.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -465829.562500 Penalty: 2912.110352
	Iteration 27Q: 3 clusters Score -465829.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -465841.281250 Penalty: 2912.110352
	Iteration 28Q: 3 clusters Score -465841.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -465849.375000 Penalty: 2912.110352
	Iteration 29Q: 3 clusters Score -465849.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -465856.375000 Penalty: 2912.110352
	Iteration 30Q: 3 clusters Score -465856.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -465859.531250 Penalty: 2912.110352
	Iteration 31Q: 3 clusters Score -465859.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -465865.312500 Penalty: 2912.110352
	Iteration 32Q: 3 clusters Score -465865.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -465872.906250 Penalty: 2912.110352
	Iteration 33Q: 3 clusters Score -465872.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -465882.656250 Penalty: 2912.110352
	Iteration 34Q: 3 clusters Score -465882.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -465889.687500 Penalty: 2912.110352
	Iteration 35Q: 3 clusters Score -465889.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -465896.906250 Penalty: 2912.110352
	Iteration 36Q: 3 clusters Score -465896.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -465899.656250 Penalty: 2912.110352
	Iteration 37Q: 3 clusters Score -465899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -465902.500000 Penalty: 2912.110352
	Iteration 38Q: 3 clusters Score -465902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -465905.218750 Penalty: 2912.110352
	Iteration 39Q: 3 clusters Score -465905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -465908.562500 Penalty: 2912.110352
	Iteration 40F: 3 clusters Score -465908.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -465913.343750 Penalty: 2912.110352
	Iteration 41Q: 3 clusters Score -465913.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -465915.281250 Penalty: 2912.110352
	Iteration 42Q: 3 clusters Score -465915.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -465916.375000 Penalty: 2912.110352
	Iteration 43Q: 3 clusters Score -465916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -465917.437500 Penalty: 2912.110352
	Iteration 44Q: 3 clusters Score -465917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -465918.906250 Penalty: 2912.110352
	Iteration 45Q: 3 clusters Score -465918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -465919.250000 Penalty: 2912.110352
	Iteration 46Q: 3 clusters Score -465919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -465919.250000 Penalty: 2912.110352
	Iteration 47F: 3 clusters Score -465919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Entering Unmasked Estep 
Score: -1700232.000000 Penalty: 1659.402466
	Iteration 0F: 2 clusters Score -1700232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1681913.375000 Penalty: 3318.804932
	Iteration 0F: 3 clusters Score -1681913 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1688989.500000 Penalty: 3318.804932
	Iteration 1F: 3 clusters Score -1688990 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1689626.375000 Penalty: 3318.804932
	Iteration 2F: 3 clusters Score -1689626 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1690514.750000 Penalty: 3318.804932
	Iteration 3F: 3 clusters Score -1690515 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1691741.875000 Penalty: 3318.804932
	Iteration 4F: 3 clusters Score -1691742 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -1693239.125000 Penalty: 3318.804932
	Iteration 5F: 3 clusters Score -1693239 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -1694958.125000 Penalty: 3318.804932
	Iteration 6F: 3 clusters Score -1694958 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -1696506.625000 Penalty: 3318.804932
	Iteration 7F: 3 clusters Score -1696507 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -1697569.250000 Penalty: 3318.804932
	Iteration 8Q: 3 clusters Score -1697569 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -1698195.000000 Penalty: 3318.804932
	Iteration 9Q: 3 clusters Score -1698195 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -1698509.125000 Penalty: 3318.804932
	Iteration 10Q: 3 clusters Score -1698509 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -1698668.250000 Penalty: 3318.804932
	Iteration 11Q: 3 clusters Score -1698668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -1698763.000000 Penalty: 3318.804932
	Iteration 12Q: 3 clusters Score -1698763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -1698817.625000 Penalty: 3318.804932
	Iteration 13Q: 3 clusters Score -1698818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -1698856.250000 Penalty: 3318.804932
	Iteration 14Q: 3 clusters Score -1698856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -1698875.875000 Penalty: 3318.804932
	Iteration 15Q: 3 clusters Score -1698876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -1698897.250000 Penalty: 3318.804932
	Iteration 16Q: 3 clusters Score -1698897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -1698911.500000 Penalty: 3318.804932
	Iteration 17Q: 3 clusters Score -1698912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -1698917.875000 Penalty: 3318.804932
	Iteration 18Q: 3 clusters Score -1698918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -1698926.500000 Penalty: 3318.804932
	Iteration 19Q: 3 clusters Score -1698926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -1698938.500000 Penalty: 3318.804932
	Iteration 20F: 3 clusters Score -1698938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -1698950.250000 Penalty: 3318.804932
	Iteration 21Q: 3 clusters Score -1698950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -1698962.125000 Penalty: 3318.804932
	Iteration 22Q: 3 clusters Score -1698962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -1698982.375000 Penalty: 3318.804932
	Iteration 23Q: 3 clusters Score -1698982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -1698996.875000 Penalty: 3318.804932
	Iteration 24Q: 3 clusters Score -1698997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -1699000.500000 Penalty: 3318.804932
	Iteration 25Q: 3 clusters Score -1699000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -1699004.750000 Penalty: 3318.804932
	Iteration 26Q: 3 clusters Score -1699005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -1699007.000000 Penalty: 3318.804932
	Iteration 27Q: 3 clusters Score -1699007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -1699007.625000 Penalty: 3318.804932
	Iteration 28Q: 3 clusters Score -1699008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -1699007.625000 Penalty: 3318.804932
	Iteration 29F: 3 clusters Score -1699008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Entering Unmasked Estep 
Score: -533526.250000 Penalty: 1476.901611
	Iteration 0F: 2 clusters Score -533526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -527134.000000 Penalty: 2953.803223
	Iteration 0F: 3 clusters Score -527134 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -529220.375000 Penalty: 2953.803223
	Iteration 1F: 3 clusters Score -529220.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -529574.125000 Penalty: 2953.803223
	Iteration 2F: 3 clusters Score -529574.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -529896.187500 Penalty: 2953.803223
	Iteration 3F: 3 clusters Score -529896.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -530206.687500 Penalty: 2953.803223
	Iteration 4F: 3 clusters Score -530206.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -530506.062500 Penalty: 2953.803223
	Iteration 5F: 3 clusters Score -530506.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -530829.062500 Penalty: 2953.803223
	Iteration 6Q: 3 clusters Score -530829.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -531186.312500 Penalty: 2953.803223
	Iteration 7Q: 3 clusters Score -531186.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -531542.875000 Penalty: 2953.803223
	Iteration 8Q: 3 clusters Score -531542.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -531847.812500 Penalty: 2953.803223
	Iteration 9Q: 3 clusters Score -531847.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -532055.437500 Penalty: 2953.803223
	Iteration 10Q: 3 clusters Score -532055.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -532204.125000 Penalty: 2953.803223
	Iteration 11Q: 3 clusters Score -532204.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -532311.562500 Penalty: 2953.803223
	Iteration 12Q: 3 clusters Score -532311.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -532376.062500 Penalty: 2953.803223
	Iteration 13Q: 3 clusters Score -532376.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -532429.250000 Penalty: 2953.803223
	Iteration 14Q: 3 clusters Score -532429.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -532455.375000 Penalty: 2953.803223
	Iteration 15Q: 3 clusters Score -532455.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -532474.812500 Penalty: 2953.803223
	Iteration 16Q: 3 clusters Score -532474.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -532488.687500 Penalty: 2953.803223
	Iteration 17Q: 3 clusters Score -532488.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -532496.562500 Penalty: 2953.803223
	Iteration 18Q: 3 clusters Score -532496.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -532501.062500 Penalty: 2953.803223
	Iteration 19Q: 3 clusters Score -532501.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -532503.562500 Penalty: 2953.803223
	Iteration 20F: 3 clusters Score -532503.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -532506.312500 Penalty: 2953.803223
	Iteration 21Q: 3 clusters Score -532506.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -532507.562500 Penalty: 2953.803223
	Iteration 22Q: 3 clusters Score -532507.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -532507.250000 Penalty: 2953.803223
	Iteration 23Q: 3 clusters Score -532507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -532508.125000 Penalty: 2953.803223
	Iteration 24Q: 3 clusters Score -532508.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -532508.125000 Penalty: 2953.803223
	Iteration 25F: 3 clusters Score -532508.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Entering Unmasked Estep 
Score: -844573.625000 Penalty: 1545.435303
	Iteration 0F: 2 clusters Score -844573.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -835147.250000 Penalty: 3090.870605
	Iteration 0F: 3 clusters Score -835147.2 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -838279.125000 Penalty: 3090.870605
	Iteration 1F: 3 clusters Score -838279.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -838537.687500 Penalty: 3090.870605
	Iteration 2F: 3 clusters Score -838537.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -838732.187500 Penalty: 3090.870605
	Iteration 3Q: 3 clusters Score -838732.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -838866.812500 Penalty: 3090.870605
	Iteration 4Q: 3 clusters Score -838866.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -838986.312500 Penalty: 3090.870605
	Iteration 5Q: 3 clusters Score -838986.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -839086.437500 Penalty: 3090.870605
	Iteration 6Q: 3 clusters Score -839086.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -839167.625000 Penalty: 3090.870605
	Iteration 7Q: 3 clusters Score -839167.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -839240.687500 Penalty: 3090.870605
	Iteration 8Q: 3 clusters Score -839240.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -839317.000000 Penalty: 3090.870605
	Iteration 9Q: 3 clusters Score -839317 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -839398.687500 Penalty: 3090.870605
	Iteration 10Q: 3 clusters Score -839398.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -839475.812500 Penalty: 3090.870605
	Iteration 11Q: 3 clusters Score -839475.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -839546.000000 Penalty: 3090.870605
	Iteration 12Q: 3 clusters Score -839546 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -839621.125000 Penalty: 3090.870605
	Iteration 13Q: 3 clusters Score -839621.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -839710.500000 Penalty: 3090.870605
	Iteration 14Q: 3 clusters Score -839710.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -839802.250000 Penalty: 3090.870605
	Iteration 15Q: 3 clusters Score -839802.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -839927.687500 Penalty: 3090.870605
	Iteration 16Q: 3 clusters Score -839927.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -840074.562500 Penalty: 3090.870605
	Iteration 17Q: 3 clusters Score -840074.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -840282.812500 Penalty: 3090.870605
	Iteration 18Q: 3 clusters Score -840282.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -840536.250000 Penalty: 3090.870605
	Iteration 19Q: 3 clusters Score -840536.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -840822.750000 Penalty: 3090.870605
	Iteration 20F: 3 clusters Score -840822.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -841081.625000 Penalty: 3090.870605
	Iteration 21Q: 3 clusters Score -841081.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -841269.812500 Penalty: 3090.870605
	Iteration 22Q: 3 clusters Score -841269.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -841397.000000 Penalty: 3090.870605
	Iteration 23Q: 3 clusters Score -841397 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -841479.437500 Penalty: 3090.870605
	Iteration 24Q: 3 clusters Score -841479.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -841547.375000 Penalty: 3090.870605
	Iteration 25Q: 3 clusters Score -841547.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -841606.437500 Penalty: 3090.870605
	Iteration 26Q: 3 clusters Score -841606.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -841668.875000 Penalty: 3090.870605
	Iteration 27Q: 3 clusters Score -841668.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -841719.562500 Penalty: 3090.870605
	Iteration 28Q: 3 clusters Score -841719.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -841780.625000 Penalty: 3090.870605
	Iteration 29Q: 3 clusters Score -841780.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -841853.875000 Penalty: 3090.870605
	Iteration 30Q: 3 clusters Score -841853.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -841932.562500 Penalty: 3090.870605
	Iteration 31Q: 3 clusters Score -841932.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -842001.312500 Penalty: 3090.870605
	Iteration 32Q: 3 clusters Score -842001.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -842081.875000 Penalty: 3090.870605
	Iteration 33Q: 3 clusters Score -842081.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -842156.000000 Penalty: 3090.870605
	Iteration 34Q: 3 clusters Score -842156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -842225.062500 Penalty: 3090.870605
	Iteration 35Q: 3 clusters Score -842225.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -842299.500000 Penalty: 3090.870605
	Iteration 36Q: 3 clusters Score -842299.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -842364.500000 Penalty: 3090.870605
	Iteration 37Q: 3 clusters Score -842364.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -842429.375000 Penalty: 3090.870605
	Iteration 38Q: 3 clusters Score -842429.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -842484.000000 Penalty: 3090.870605
	Iteration 39Q: 3 clusters Score -842484 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -842530.750000 Penalty: 3090.870605
	Iteration 40F: 3 clusters Score -842530.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -842571.250000 Penalty: 3090.870605
	Iteration 41Q: 3 clusters Score -842571.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -842612.562500 Penalty: 3090.870605
	Iteration 42Q: 3 clusters Score -842612.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -842649.875000 Penalty: 3090.870605
	Iteration 43Q: 3 clusters Score -842649.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -842679.625000 Penalty: 3090.870605
	Iteration 44Q: 3 clusters Score -842679.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -842705.500000 Penalty: 3090.870605
	Iteration 45Q: 3 clusters Score -842705.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -842737.062500 Penalty: 3090.870605
	Iteration 46Q: 3 clusters Score -842737.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -842766.250000 Penalty: 3090.870605
	Iteration 47Q: 3 clusters Score -842766.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -842783.500000 Penalty: 3090.870605
	Iteration 48Q: 3 clusters Score -842783.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -842805.187500 Penalty: 3090.870605
	Iteration 49Q: 3 clusters Score -842805.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -842824.062500 Penalty: 3090.870605
	Iteration 50Q: 3 clusters Score -842824.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -842844.687500 Penalty: 3090.870605
	Iteration 51Q: 3 clusters Score -842844.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -842868.187500 Penalty: 3090.870605
	Iteration 52Q: 3 clusters Score -842868.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -842887.437500 Penalty: 3090.870605
	Iteration 53Q: 3 clusters Score -842887.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -842914.062500 Penalty: 3090.870605
	Iteration 54Q: 3 clusters Score -842914.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -842935.687500 Penalty: 3090.870605
	Iteration 55Q: 3 clusters Score -842935.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -842963.625000 Penalty: 3090.870605
	Iteration 56Q: 3 clusters Score -842963.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -842990.250000 Penalty: 3090.870605
	Iteration 57Q: 3 clusters Score -842990.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -843017.562500 Penalty: 3090.870605
	Iteration 58Q: 3 clusters Score -843017.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -843040.500000 Penalty: 3090.870605
	Iteration 59Q: 3 clusters Score -843040.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -843060.312500 Penalty: 3090.870605
	Iteration 60F: 3 clusters Score -843060.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -843077.187500 Penalty: 3090.870605
	Iteration 61Q: 3 clusters Score -843077.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -843089.000000 Penalty: 3090.870605
	Iteration 62Q: 3 clusters Score -843089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -843105.125000 Penalty: 3090.870605
	Iteration 63Q: 3 clusters Score -843105.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -843119.250000 Penalty: 3090.870605
	Iteration 64Q: 3 clusters Score -843119.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -843127.937500 Penalty: 3090.870605
	Iteration 65Q: 3 clusters Score -843127.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -843132.437500 Penalty: 3090.870605
	Iteration 66Q: 3 clusters Score -843132.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -843142.937500 Penalty: 3090.870605
	Iteration 67Q: 3 clusters Score -843142.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -843148.625000 Penalty: 3090.870605
	Iteration 68Q: 3 clusters Score -843148.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -843158.062500 Penalty: 3090.870605
	Iteration 69Q: 3 clusters Score -843158.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -843161.875000 Penalty: 3090.870605
	Iteration 70Q: 3 clusters Score -843161.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -843165.062500 Penalty: 3090.870605
	Iteration 71Q: 3 clusters Score -843165.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -843170.937500 Penalty: 3090.870605
	Iteration 72Q: 3 clusters Score -843170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -843174.625000 Penalty: 3090.870605
	Iteration 73Q: 3 clusters Score -843174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -843175.937500 Penalty: 3090.870605
	Iteration 74Q: 3 clusters Score -843175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -843178.250000 Penalty: 3090.870605
	Iteration 75Q: 3 clusters Score -843178.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -843179.437500 Penalty: 3090.870605
	Iteration 76Q: 3 clusters Score -843179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -843181.875000 Penalty: 3090.870605
	Iteration 77Q: 3 clusters Score -843181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -843182.375000 Penalty: 3090.870605
	Iteration 78Q: 3 clusters Score -843182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -843185.312500 Penalty: 3090.870605
	Iteration 79Q: 3 clusters Score -843185.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -843185.250000 Penalty: 3090.870605
	Iteration 80F: 3 clusters Score -843185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -843187.750000 Penalty: 3090.870605
	Iteration 81Q: 3 clusters Score -843187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -843187.062500 Penalty: 3090.870605
	Iteration 82Q: 3 clusters Score -843187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -843189.000000 Penalty: 3090.870605
	Iteration 83Q: 3 clusters Score -843189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -843191.937500 Penalty: 3090.870605
	Iteration 84Q: 3 clusters Score -843191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -843193.750000 Penalty: 3090.870605
	Iteration 85Q: 3 clusters Score -843193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -843194.500000 Penalty: 3090.870605
	Iteration 86Q: 3 clusters Score -843194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -843196.500000 Penalty: 3090.870605
	Iteration 87Q: 3 clusters Score -843196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -843198.125000 Penalty: 3090.870605
	Iteration 88Q: 3 clusters Score -843198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -843204.000000 Penalty: 3090.870605
	Iteration 89Q: 3 clusters Score -843204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -843206.062500 Penalty: 3090.870605
	Iteration 90Q: 3 clusters Score -843206.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -843210.500000 Penalty: 3090.870605
	Iteration 91Q: 3 clusters Score -843210.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -843213.375000 Penalty: 3090.870605
	Iteration 92Q: 3 clusters Score -843213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -843216.250000 Penalty: 3090.870605
	Iteration 93Q: 3 clusters Score -843216.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -843224.375000 Penalty: 3090.870605
	Iteration 94Q: 3 clusters Score -843224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -843227.937500 Penalty: 3090.870605
	Iteration 95Q: 3 clusters Score -843227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -843231.312500 Penalty: 3090.870605
	Iteration 96Q: 3 clusters Score -843231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -843233.375000 Penalty: 3090.870605
	Iteration 97Q: 3 clusters Score -843233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -843236.625000 Penalty: 3090.870605
	Iteration 98Q: 3 clusters Score -843236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -843238.750000 Penalty: 3090.870605
	Iteration 99Q: 3 clusters Score -843238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -843242.750000 Penalty: 3090.870605
	Iteration 100F: 3 clusters Score -843242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -843245.437500 Penalty: 3090.870605
	Iteration 101Q: 3 clusters Score -843245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -843247.000000 Penalty: 3090.870605
	Iteration 102Q: 3 clusters Score -843247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -843246.375000 Penalty: 3090.870605
	Iteration 103Q: 3 clusters Score -843246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -843246.937500 Penalty: 3090.870605
	Iteration 104Q: 3 clusters Score -843246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -843246.937500 Penalty: 3090.870605
	Iteration 105F: 3 clusters Score -843246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -301645.500000 Penalty: 1383.913818
	Iteration 0F: 2 clusters Score -301645.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -297696.593750 Penalty: 2767.827637
	Iteration 0F: 3 clusters Score -297696.6 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -298755.000000 Penalty: 2767.827637
	Iteration 1F: 3 clusters Score -298755 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -298964.812500 Penalty: 2767.827637
	Iteration 2F: 3 clusters Score -298964.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -299119.437500 Penalty: 2767.827637
	Iteration 3F: 3 clusters Score -299119.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -299226.250000 Penalty: 2767.827637
	Iteration 4Q: 3 clusters Score -299226.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -299302.843750 Penalty: 2767.827637
	Iteration 5Q: 3 clusters Score -299302.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -299367.343750 Penalty: 2767.827637
	Iteration 6Q: 3 clusters Score -299367.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -299426.468750 Penalty: 2767.827637
	Iteration 7Q: 3 clusters Score -299426.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -299480.843750 Penalty: 2767.827637
	Iteration 8Q: 3 clusters Score -299480.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -299519.937500 Penalty: 2767.827637
	Iteration 9Q: 3 clusters Score -299519.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -299553.718750 Penalty: 2767.827637
	Iteration 10Q: 3 clusters Score -299553.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -299586.218750 Penalty: 2767.827637
	Iteration 11Q: 3 clusters Score -299586.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -299617.593750 Penalty: 2767.827637
	Iteration 12Q: 3 clusters Score -299617.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -299644.625000 Penalty: 2767.827637
	Iteration 13Q: 3 clusters Score -299644.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -299674.468750 Penalty: 2767.827637
	Iteration 14Q: 3 clusters Score -299674.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -299694.937500 Penalty: 2767.827637
	Iteration 15Q: 3 clusters Score -299694.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -299714.062500 Penalty: 2767.827637
	Iteration 16Q: 3 clusters Score -299714.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -299737.156250 Penalty: 2767.827637
	Iteration 17Q: 3 clusters Score -299737.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -299757.343750 Penalty: 2767.827637
	Iteration 18Q: 3 clusters Score -299757.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -299778.906250 Penalty: 2767.827637
	Iteration 19Q: 3 clusters Score -299778.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -299797.968750 Penalty: 2767.827637
	Iteration 20F: 3 clusters Score -299798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -299815.781250 Penalty: 2767.827637
	Iteration 21Q: 3 clusters Score -299815.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -299837.500000 Penalty: 2767.827637
	Iteration 22Q: 3 clusters Score -299837.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -299856.375000 Penalty: 2767.827637
	Iteration 23Q: 3 clusters Score -299856.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -299877.375000 Penalty: 2767.827637
	Iteration 24Q: 3 clusters Score -299877.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -299894.562500 Penalty: 2767.827637
	Iteration 25Q: 3 clusters Score -299894.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -299916.968750 Penalty: 2767.827637
	Iteration 26Q: 3 clusters Score -299917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -299940.500000 Penalty: 2767.827637
	Iteration 27Q: 3 clusters Score -299940.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -299956.031250 Penalty: 2767.827637
	Iteration 28Q: 3 clusters Score -299956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -299968.250000 Penalty: 2767.827637
	Iteration 29Q: 3 clusters Score -299968.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -299978.468750 Penalty: 2767.827637
	Iteration 30Q: 3 clusters Score -299978.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -299983.812500 Penalty: 2767.827637
	Iteration 31Q: 3 clusters Score -299983.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -299988.000000 Penalty: 2767.827637
	Iteration 32Q: 3 clusters Score -299988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -299992.593750 Penalty: 2767.827637
	Iteration 33Q: 3 clusters Score -299992.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -299995.937500 Penalty: 2767.827637
	Iteration 34Q: 3 clusters Score -299995.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -299999.750000 Penalty: 2767.827637
	Iteration 35Q: 3 clusters Score -299999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -300001.875000 Penalty: 2767.827637
	Iteration 36Q: 3 clusters Score -300001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -300004.562500 Penalty: 2767.827637
	Iteration 37Q: 3 clusters Score -300004.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -300006.468750 Penalty: 2767.827637
	Iteration 38Q: 3 clusters Score -300006.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -300006.812500 Penalty: 2767.827637
	Iteration 39Q: 3 clusters Score -300006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -300008.187500 Penalty: 2767.827637
	Iteration 40F: 3 clusters Score -300008.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -300010.531250 Penalty: 2767.827637
	Iteration 41Q: 3 clusters Score -300010.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -300011.750000 Penalty: 2767.827637
	Iteration 42Q: 3 clusters Score -300011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -300013.312500 Penalty: 2767.827637
	Iteration 43Q: 3 clusters Score -300013.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -300016.781250 Penalty: 2767.827637
	Iteration 44Q: 3 clusters Score -300016.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -300017.156250 Penalty: 2767.827637
	Iteration 45Q: 3 clusters Score -300017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -300018.562500 Penalty: 2767.827637
	Iteration 46Q: 3 clusters Score -300018.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -300021.593750 Penalty: 2767.827637
	Iteration 47Q: 3 clusters Score -300021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -300022.656250 Penalty: 2767.827637
	Iteration 48Q: 3 clusters Score -300022.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -300023.281250 Penalty: 2767.827637
	Iteration 49Q: 3 clusters Score -300023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -300024.531250 Penalty: 2767.827637
	Iteration 50Q: 3 clusters Score -300024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -300026.125000 Penalty: 2767.827637
	Iteration 51Q: 3 clusters Score -300026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -300027.906250 Penalty: 2767.827637
	Iteration 52Q: 3 clusters Score -300027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -300028.656250 Penalty: 2767.827637
	Iteration 53Q: 3 clusters Score -300028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -300029.156250 Penalty: 2767.827637
	Iteration 54Q: 3 clusters Score -300029.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -300031.437500 Penalty: 2767.827637
	Iteration 55Q: 3 clusters Score -300031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -300033.093750 Penalty: 2767.827637
	Iteration 56Q: 3 clusters Score -300033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -300035.187500 Penalty: 2767.827637
	Iteration 57Q: 3 clusters Score -300035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -300037.281250 Penalty: 2767.827637
	Iteration 58Q: 3 clusters Score -300037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -300038.312500 Penalty: 2767.827637
	Iteration 59Q: 3 clusters Score -300038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -300039.281250 Penalty: 2767.827637
	Iteration 60F: 3 clusters Score -300039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -300040.250000 Penalty: 2767.827637
	Iteration 61Q: 3 clusters Score -300040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -300042.781250 Penalty: 2767.827637
	Iteration 62Q: 3 clusters Score -300042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -300044.218750 Penalty: 2767.827637
	Iteration 63Q: 3 clusters Score -300044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -300044.187500 Penalty: 2767.827637
	Iteration 64Q: 3 clusters Score -300044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -300045.187500 Penalty: 2767.827637
	Iteration 65Q: 3 clusters Score -300045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -300047.062500 Penalty: 2767.827637
	Iteration 66Q: 3 clusters Score -300047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -300048.812500 Penalty: 2767.827637
	Iteration 67Q: 3 clusters Score -300048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -300048.593750 Penalty: 2767.827637
	Iteration 68Q: 3 clusters Score -300048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -300048.593750 Penalty: 2767.827637
	Iteration 69F: 3 clusters Score -300048.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Entering Unmasked Estep 
Score: -1509697.125000 Penalty: 1639.201050
	Iteration 0F: 2 clusters Score -1509697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1493310.000000 Penalty: 3278.402100
	Iteration 0F: 3 clusters Score -1493310 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1499335.375000 Penalty: 3278.402100
	Iteration 1F: 3 clusters Score -1499335 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1499672.500000 Penalty: 3278.402100
	Iteration 2Q: 3 clusters Score -1499672 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1500082.500000 Penalty: 3278.402100
	Iteration 3Q: 3 clusters Score -1500082 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1500654.875000 Penalty: 3278.402100
	Iteration 4F: 3 clusters Score -1500655 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1501564.875000 Penalty: 3278.402100
	Iteration 5F: 3 clusters Score -1501565 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1502851.250000 Penalty: 3278.402100
	Iteration 6F: 3 clusters Score -1502851 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1504416.125000 Penalty: 3278.402100
	Iteration 7F: 3 clusters Score -1504416 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1505948.500000 Penalty: 3278.402100
	Iteration 8F: 3 clusters Score -1505948 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1507059.625000 Penalty: 3278.402100
	Iteration 9Q: 3 clusters Score -1507060 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1507682.250000 Penalty: 3278.402100
	Iteration 10Q: 3 clusters Score -1507682 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1507969.750000 Penalty: 3278.402100
	Iteration 11Q: 3 clusters Score -1507970 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1508127.625000 Penalty: 3278.402100
	Iteration 12Q: 3 clusters Score -1508128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1508213.750000 Penalty: 3278.402100
	Iteration 13Q: 3 clusters Score -1508214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1508261.875000 Penalty: 3278.402100
	Iteration 14Q: 3 clusters Score -1508262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1508279.375000 Penalty: 3278.402100
	Iteration 15Q: 3 clusters Score -1508279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1508296.875000 Penalty: 3278.402100
	Iteration 16Q: 3 clusters Score -1508297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1508303.250000 Penalty: 3278.402100
	Iteration 17Q: 3 clusters Score -1508303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1508310.875000 Penalty: 3278.402100
	Iteration 18Q: 3 clusters Score -1508311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1508316.000000 Penalty: 3278.402100
	Iteration 19Q: 3 clusters Score -1508316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1508314.750000 Penalty: 3278.402100
	Iteration 20F: 3 clusters Score -1508315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1508315.750000 Penalty: 3278.402100
	Iteration 21Q: 3 clusters Score -1508316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1508315.875000 Penalty: 3278.402100
	Iteration 22Q: 3 clusters Score -1508316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1508316.625000 Penalty: 3278.402100
	Iteration 23Q: 3 clusters Score -1508317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1508319.875000 Penalty: 3278.402100
	Iteration 24Q: 3 clusters Score -1508320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1508324.750000 Penalty: 3278.402100
	Iteration 25Q: 3 clusters Score -1508325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1508327.000000 Penalty: 3278.402100
	Iteration 26Q: 3 clusters Score -1508327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1508329.625000 Penalty: 3278.402100
	Iteration 27Q: 3 clusters Score -1508330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1508331.000000 Penalty: 3278.402100
	Iteration 28Q: 3 clusters Score -1508331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1508332.875000 Penalty: 3278.402100
	Iteration 29Q: 3 clusters Score -1508333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1508332.875000 Penalty: 3278.402100
	Iteration 30F: 3 clusters Score -1508333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -401658.000000 Penalty: 1432.642334
	Iteration 0F: 2 clusters Score -401658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -396468.531250 Penalty: 2865.284668
	Iteration 0F: 3 clusters Score -396468.5 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -398106.906250 Penalty: 2865.284668
	Iteration 1F: 3 clusters Score -398106.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -398360.687500 Penalty: 2865.284668
	Iteration 2F: 3 clusters Score -398360.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -398583.531250 Penalty: 2865.284668
	Iteration 3F: 3 clusters Score -398583.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -398787.156250 Penalty: 2865.284668
	Iteration 4Q: 3 clusters Score -398787.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -398988.687500 Penalty: 2865.284668
	Iteration 5Q: 3 clusters Score -398988.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -399200.562500 Penalty: 2865.284668
	Iteration 6Q: 3 clusters Score -399200.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -399418.718750 Penalty: 2865.284668
	Iteration 7F: 3 clusters Score -399418.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -399614.343750 Penalty: 2865.284668
	Iteration 8Q: 3 clusters Score -399614.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -399798.218750 Penalty: 2865.284668
	Iteration 9Q: 3 clusters Score -399798.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -399959.187500 Penalty: 2865.284668
	Iteration 10Q: 3 clusters Score -399959.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -400089.125000 Penalty: 2865.284668
	Iteration 11Q: 3 clusters Score -400089.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -400180.843750 Penalty: 2865.284668
	Iteration 12Q: 3 clusters Score -400180.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -400245.562500 Penalty: 2865.284668
	Iteration 13Q: 3 clusters Score -400245.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -400307.906250 Penalty: 2865.284668
	Iteration 14Q: 3 clusters Score -400307.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -400366.500000 Penalty: 2865.284668
	Iteration 15Q: 3 clusters Score -400366.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -400421.750000 Penalty: 2865.284668
	Iteration 16Q: 3 clusters Score -400421.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -400467.093750 Penalty: 2865.284668
	Iteration 17Q: 3 clusters Score -400467.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -400513.250000 Penalty: 2865.284668
	Iteration 18Q: 3 clusters Score -400513.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -400553.000000 Penalty: 2865.284668
	Iteration 19Q: 3 clusters Score -400553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -400579.906250 Penalty: 2865.284668
	Iteration 20F: 3 clusters Score -400579.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -400601.968750 Penalty: 2865.284668
	Iteration 21Q: 3 clusters Score -400602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -400630.031250 Penalty: 2865.284668
	Iteration 22Q: 3 clusters Score -400630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -400660.625000 Penalty: 2865.284668
	Iteration 23Q: 3 clusters Score -400660.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -400683.531250 Penalty: 2865.284668
	Iteration 24Q: 3 clusters Score -400683.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -400698.843750 Penalty: 2865.284668
	Iteration 25Q: 3 clusters Score -400698.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -400709.843750 Penalty: 2865.284668
	Iteration 26Q: 3 clusters Score -400709.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -400720.593750 Penalty: 2865.284668
	Iteration 27Q: 3 clusters Score -400720.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -400732.531250 Penalty: 2865.284668
	Iteration 28Q: 3 clusters Score -400732.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -400742.781250 Penalty: 2865.284668
	Iteration 29Q: 3 clusters Score -400742.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -400753.250000 Penalty: 2865.284668
	Iteration 30Q: 3 clusters Score -400753.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -400769.406250 Penalty: 2865.284668
	Iteration 31Q: 3 clusters Score -400769.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -400784.906250 Penalty: 2865.284668
	Iteration 32Q: 3 clusters Score -400784.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -400797.218750 Penalty: 2865.284668
	Iteration 33Q: 3 clusters Score -400797.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -400812.781250 Penalty: 2865.284668
	Iteration 34Q: 3 clusters Score -400812.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -400823.406250 Penalty: 2865.284668
	Iteration 35Q: 3 clusters Score -400823.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -400828.531250 Penalty: 2865.284668
	Iteration 36Q: 3 clusters Score -400828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -400830.343750 Penalty: 2865.284668
	Iteration 37Q: 3 clusters Score -400830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -400833.593750 Penalty: 2865.284668
	Iteration 38Q: 3 clusters Score -400833.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -400835.531250 Penalty: 2865.284668
	Iteration 39Q: 3 clusters Score -400835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -400837.750000 Penalty: 2865.284668
	Iteration 40F: 3 clusters Score -400837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -400840.468750 Penalty: 2865.284668
	Iteration 41Q: 3 clusters Score -400840.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -400842.000000 Penalty: 2865.284668
	Iteration 42Q: 3 clusters Score -400842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -400843.625000 Penalty: 2865.284668
	Iteration 43Q: 3 clusters Score -400843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -400844.625000 Penalty: 2865.284668
	Iteration 44Q: 3 clusters Score -400844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -400847.281250 Penalty: 2865.284668
	Iteration 45Q: 3 clusters Score -400847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -400848.468750 Penalty: 2865.284668
	Iteration 46Q: 3 clusters Score -400848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -400850.562500 Penalty: 2865.284668
	Iteration 47Q: 3 clusters Score -400850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -400851.593750 Penalty: 2865.284668
	Iteration 48Q: 3 clusters Score -400851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -400853.687500 Penalty: 2865.284668
	Iteration 49Q: 3 clusters Score -400853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -400855.031250 Penalty: 2865.284668
	Iteration 50Q: 3 clusters Score -400855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -400857.562500 Penalty: 2865.284668
	Iteration 51Q: 3 clusters Score -400857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -400859.593750 Penalty: 2865.284668
	Iteration 52Q: 3 clusters Score -400859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -400860.593750 Penalty: 2865.284668
	Iteration 53Q: 3 clusters Score -400860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -400860.406250 Penalty: 2865.284668
	Iteration 54Q: 3 clusters Score -400860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -400861.093750 Penalty: 2865.284668
	Iteration 55Q: 3 clusters Score -400861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -400864.312500 Penalty: 2865.284668
	Iteration 56Q: 3 clusters Score -400864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -400865.250000 Penalty: 2865.284668
	Iteration 57Q: 3 clusters Score -400865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -400866.437500 Penalty: 2865.284668
	Iteration 58Q: 3 clusters Score -400866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -400866.968750 Penalty: 2865.284668
	Iteration 59Q: 3 clusters Score -400867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -400866.968750 Penalty: 2865.284668
	Iteration 60F: 3 clusters Score -400867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -255797.359375 Penalty: 1359.686279
	Iteration 0F: 2 clusters Score -255797.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -252242.328125 Penalty: 2719.372559
	Iteration 0F: 3 clusters Score -252242.3 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -253196.984375 Penalty: 2719.372559
	Iteration 1F: 3 clusters Score -253197 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -253395.234375 Penalty: 2719.372559
	Iteration 2F: 3 clusters Score -253395.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -253520.281250 Penalty: 2719.372559
	Iteration 3F: 3 clusters Score -253520.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -253598.171875 Penalty: 2719.372559
	Iteration 4Q: 3 clusters Score -253598.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -253663.703125 Penalty: 2719.372559
	Iteration 5Q: 3 clusters Score -253663.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -253727.734375 Penalty: 2719.372559
	Iteration 6Q: 3 clusters Score -253727.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -253772.500000 Penalty: 2719.372559
	Iteration 7Q: 3 clusters Score -253772.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -253816.468750 Penalty: 2719.372559
	Iteration 8Q: 3 clusters Score -253816.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -253851.703125 Penalty: 2719.372559
	Iteration 9Q: 3 clusters Score -253851.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -253880.265625 Penalty: 2719.372559
	Iteration 10Q: 3 clusters Score -253880.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -253901.546875 Penalty: 2719.372559
	Iteration 11Q: 3 clusters Score -253901.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -253920.750000 Penalty: 2719.372559
	Iteration 12Q: 3 clusters Score -253920.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -253944.156250 Penalty: 2719.372559
	Iteration 13Q: 3 clusters Score -253944.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -253967.593750 Penalty: 2719.372559
	Iteration 14Q: 3 clusters Score -253967.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -253984.359375 Penalty: 2719.372559
	Iteration 15Q: 3 clusters Score -253984.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -254000.890625 Penalty: 2719.372559
	Iteration 16Q: 3 clusters Score -254000.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -254013.281250 Penalty: 2719.372559
	Iteration 17Q: 3 clusters Score -254013.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -254026.875000 Penalty: 2719.372559
	Iteration 18Q: 3 clusters Score -254026.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -254040.578125 Penalty: 2719.372559
	Iteration 19Q: 3 clusters Score -254040.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -254051.093750 Penalty: 2719.372559
	Iteration 20F: 3 clusters Score -254051.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -254060.906250 Penalty: 2719.372559
	Iteration 21Q: 3 clusters Score -254060.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -254068.562500 Penalty: 2719.372559
	Iteration 22Q: 3 clusters Score -254068.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -254073.234375 Penalty: 2719.372559
	Iteration 23Q: 3 clusters Score -254073.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -254080.140625 Penalty: 2719.372559
	Iteration 24Q: 3 clusters Score -254080.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -254088.906250 Penalty: 2719.372559
	Iteration 25Q: 3 clusters Score -254088.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -254096.796875 Penalty: 2719.372559
	Iteration 26Q: 3 clusters Score -254096.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -254103.750000 Penalty: 2719.372559
	Iteration 27Q: 3 clusters Score -254103.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -254110.828125 Penalty: 2719.372559
	Iteration 28Q: 3 clusters Score -254110.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -254117.703125 Penalty: 2719.372559
	Iteration 29Q: 3 clusters Score -254117.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -254125.078125 Penalty: 2719.372559
	Iteration 30Q: 3 clusters Score -254125.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -254129.281250 Penalty: 2719.372559
	Iteration 31Q: 3 clusters Score -254129.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -254135.218750 Penalty: 2719.372559
	Iteration 32Q: 3 clusters Score -254135.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -254140.500000 Penalty: 2719.372559
	Iteration 33Q: 3 clusters Score -254140.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -254144.125000 Penalty: 2719.372559
	Iteration 34Q: 3 clusters Score -254144.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -254149.375000 Penalty: 2719.372559
	Iteration 35Q: 3 clusters Score -254149.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -254154.062500 Penalty: 2719.372559
	Iteration 36Q: 3 clusters Score -254154.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -254157.921875 Penalty: 2719.372559
	Iteration 37Q: 3 clusters Score -254157.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -254161.140625 Penalty: 2719.372559
	Iteration 38Q: 3 clusters Score -254161.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -254163.609375 Penalty: 2719.372559
	Iteration 39Q: 3 clusters Score -254163.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -254165.703125 Penalty: 2719.372559
	Iteration 40F: 3 clusters Score -254165.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -254168.828125 Penalty: 2719.372559
	Iteration 41Q: 3 clusters Score -254168.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -254173.500000 Penalty: 2719.372559
	Iteration 42Q: 3 clusters Score -254173.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -254183.093750 Penalty: 2719.372559
	Iteration 43Q: 3 clusters Score -254183.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -254189.796875 Penalty: 2719.372559
	Iteration 44Q: 3 clusters Score -254189.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -254195.531250 Penalty: 2719.372559
	Iteration 45Q: 3 clusters Score -254195.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -254202.093750 Penalty: 2719.372559
	Iteration 46Q: 3 clusters Score -254202.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -254205.703125 Penalty: 2719.372559
	Iteration 47Q: 3 clusters Score -254205.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -254209.578125 Penalty: 2719.372559
	Iteration 48Q: 3 clusters Score -254209.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -254213.062500 Penalty: 2719.372559
	Iteration 49Q: 3 clusters Score -254213.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -254216.265625 Penalty: 2719.372559
	Iteration 50Q: 3 clusters Score -254216.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -254218.796875 Penalty: 2719.372559
	Iteration 51Q: 3 clusters Score -254218.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -254222.656250 Penalty: 2719.372559
	Iteration 52Q: 3 clusters Score -254222.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -254228.109375 Penalty: 2719.372559
	Iteration 53Q: 3 clusters Score -254228.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -254234.671875 Penalty: 2719.372559
	Iteration 54Q: 3 clusters Score -254234.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -254245.843750 Penalty: 2719.372559
	Iteration 55Q: 3 clusters Score -254245.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -254253.953125 Penalty: 2719.372559
	Iteration 56Q: 3 clusters Score -254254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -254261.203125 Penalty: 2719.372559
	Iteration 57Q: 3 clusters Score -254261.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -254267.187500 Penalty: 2719.372559
	Iteration 58Q: 3 clusters Score -254267.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -254272.078125 Penalty: 2719.372559
	Iteration 59Q: 3 clusters Score -254272.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -254276.734375 Penalty: 2719.372559
	Iteration 60F: 3 clusters Score -254276.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -254282.000000 Penalty: 2719.372559
	Iteration 61Q: 3 clusters Score -254282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -254289.093750 Penalty: 2719.372559
	Iteration 62Q: 3 clusters Score -254289.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -254296.937500 Penalty: 2719.372559
	Iteration 63Q: 3 clusters Score -254296.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -254302.031250 Penalty: 2719.372559
	Iteration 64Q: 3 clusters Score -254302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -254307.796875 Penalty: 2719.372559
	Iteration 65Q: 3 clusters Score -254307.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -254313.875000 Penalty: 2719.372559
	Iteration 66Q: 3 clusters Score -254313.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -254320.593750 Penalty: 2719.372559
	Iteration 67Q: 3 clusters Score -254320.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -254325.359375 Penalty: 2719.372559
	Iteration 68Q: 3 clusters Score -254325.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -254331.671875 Penalty: 2719.372559
	Iteration 69Q: 3 clusters Score -254331.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -254337.421875 Penalty: 2719.372559
	Iteration 70Q: 3 clusters Score -254337.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -254342.484375 Penalty: 2719.372559
	Iteration 71Q: 3 clusters Score -254342.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -254345.250000 Penalty: 2719.372559
	Iteration 72Q: 3 clusters Score -254345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -254348.078125 Penalty: 2719.372559
	Iteration 73Q: 3 clusters Score -254348.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -254351.281250 Penalty: 2719.372559
	Iteration 74Q: 3 clusters Score -254351.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -254355.953125 Penalty: 2719.372559
	Iteration 75Q: 3 clusters Score -254356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -254358.953125 Penalty: 2719.372559
	Iteration 76Q: 3 clusters Score -254359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -254364.718750 Penalty: 2719.372559
	Iteration 77Q: 3 clusters Score -254364.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -254370.015625 Penalty: 2719.372559
	Iteration 78Q: 3 clusters Score -254370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254373.109375 Penalty: 2719.372559
	Iteration 79Q: 3 clusters Score -254373.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -254375.593750 Penalty: 2719.372559
	Iteration 80F: 3 clusters Score -254375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -254377.062500 Penalty: 2719.372559
	Iteration 81Q: 3 clusters Score -254377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -254378.500000 Penalty: 2719.372559
	Iteration 82Q: 3 clusters Score -254378.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -254380.984375 Penalty: 2719.372559
	Iteration 83Q: 3 clusters Score -254381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -254387.781250 Penalty: 2719.372559
	Iteration 84Q: 3 clusters Score -254387.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -254394.781250 Penalty: 2719.372559
	Iteration 85Q: 3 clusters Score -254394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -254399.953125 Penalty: 2719.372559
	Iteration 86Q: 3 clusters Score -254400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -254406.343750 Penalty: 2719.372559
	Iteration 87Q: 3 clusters Score -254406.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -254411.953125 Penalty: 2719.372559
	Iteration 88Q: 3 clusters Score -254412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -254418.125000 Penalty: 2719.372559
	Iteration 89Q: 3 clusters Score -254418.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -254424.171875 Penalty: 2719.372559
	Iteration 90Q: 3 clusters Score -254424.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254428.703125 Penalty: 2719.372559
	Iteration 91Q: 3 clusters Score -254428.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -254434.656250 Penalty: 2719.372559
	Iteration 92Q: 3 clusters Score -254434.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -254438.843750 Penalty: 2719.372559
	Iteration 93Q: 3 clusters Score -254438.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -254442.812500 Penalty: 2719.372559
	Iteration 94Q: 3 clusters Score -254442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -254446.093750 Penalty: 2719.372559
	Iteration 95Q: 3 clusters Score -254446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -254447.890625 Penalty: 2719.372559
	Iteration 96Q: 3 clusters Score -254447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -254448.531250 Penalty: 2719.372559
	Iteration 97Q: 3 clusters Score -254448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -254450.984375 Penalty: 2719.372559
	Iteration 98Q: 3 clusters Score -254451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -254453.687500 Penalty: 2719.372559
	Iteration 99Q: 3 clusters Score -254453.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -254455.531250 Penalty: 2719.372559
	Iteration 100F: 3 clusters Score -254455.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -254458.328125 Penalty: 2719.372559
	Iteration 101Q: 3 clusters Score -254458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -254461.828125 Penalty: 2719.372559
	Iteration 102Q: 3 clusters Score -254461.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -254466.484375 Penalty: 2719.372559
	Iteration 103Q: 3 clusters Score -254466.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -254471.937500 Penalty: 2719.372559
	Iteration 104Q: 3 clusters Score -254471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -254475.234375 Penalty: 2719.372559
	Iteration 105Q: 3 clusters Score -254475.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -254478.265625 Penalty: 2719.372559
	Iteration 106Q: 3 clusters Score -254478.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -254480.546875 Penalty: 2719.372559
	Iteration 107Q: 3 clusters Score -254480.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -254485.828125 Penalty: 2719.372559
	Iteration 108Q: 3 clusters Score -254485.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -254490.421875 Penalty: 2719.372559
	Iteration 109Q: 3 clusters Score -254490.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -254491.765625 Penalty: 2719.372559
	Iteration 110Q: 3 clusters Score -254491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -254493.296875 Penalty: 2719.372559
	Iteration 111Q: 3 clusters Score -254493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -254493.453125 Penalty: 2719.372559
	Iteration 112Q: 3 clusters Score -254493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -254494.765625 Penalty: 2719.372559
	Iteration 113Q: 3 clusters Score -254494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -254495.281250 Penalty: 2719.372559
	Iteration 114Q: 3 clusters Score -254495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -254495.437500 Penalty: 2719.372559
	Iteration 115Q: 3 clusters Score -254495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -254496.140625 Penalty: 2719.372559
	Iteration 116Q: 3 clusters Score -254496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -254496.921875 Penalty: 2719.372559
	Iteration 117Q: 3 clusters Score -254496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -254497.000000 Penalty: 2719.372559
	Iteration 118Q: 3 clusters Score -254497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -254497.515625 Penalty: 2719.372559
	Iteration 119Q: 3 clusters Score -254497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -254498.390625 Penalty: 2719.372559
	Iteration 120F: 3 clusters Score -254498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -254498.781250 Penalty: 2719.372559
	Iteration 121Q: 3 clusters Score -254498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -254498.531250 Penalty: 2719.372559
	Iteration 122Q: 3 clusters Score -254498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -254499.375000 Penalty: 2719.372559
	Iteration 123Q: 3 clusters Score -254499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -254500.609375 Penalty: 2719.372559
	Iteration 124Q: 3 clusters Score -254500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -254500.875000 Penalty: 2719.372559
	Iteration 125Q: 3 clusters Score -254500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -254501.578125 Penalty: 2719.372559
	Iteration 126Q: 3 clusters Score -254501.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -254503.375000 Penalty: 2719.372559
	Iteration 127Q: 3 clusters Score -254503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -254506.765625 Penalty: 2719.372559
	Iteration 128Q: 3 clusters Score -254506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -254511.562500 Penalty: 2719.372559
	Iteration 129Q: 3 clusters Score -254511.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -254515.734375 Penalty: 2719.372559
	Iteration 130Q: 3 clusters Score -254515.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -254520.078125 Penalty: 2719.372559
	Iteration 131Q: 3 clusters Score -254520.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -254524.656250 Penalty: 2719.372559
	Iteration 132Q: 3 clusters Score -254524.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -254529.140625 Penalty: 2719.372559
	Iteration 133Q: 3 clusters Score -254529.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -254535.890625 Penalty: 2719.372559
	Iteration 134Q: 3 clusters Score -254535.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -254541.140625 Penalty: 2719.372559
	Iteration 135Q: 3 clusters Score -254541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -254543.062500 Penalty: 2719.372559
	Iteration 136Q: 3 clusters Score -254543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -254545.359375 Penalty: 2719.372559
	Iteration 137Q: 3 clusters Score -254545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -254549.937500 Penalty: 2719.372559
	Iteration 138Q: 3 clusters Score -254549.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -254554.734375 Penalty: 2719.372559
	Iteration 139Q: 3 clusters Score -254554.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -254561.578125 Penalty: 2719.372559
	Iteration 140F: 3 clusters Score -254561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -254568.062500 Penalty: 2719.372559
	Iteration 141Q: 3 clusters Score -254568.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -254575.109375 Penalty: 2719.372559
	Iteration 142Q: 3 clusters Score -254575.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -254582.859375 Penalty: 2719.372559
	Iteration 143Q: 3 clusters Score -254582.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -254591.406250 Penalty: 2719.372559
	Iteration 144Q: 3 clusters Score -254591.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -254600.734375 Penalty: 2719.372559
	Iteration 145Q: 3 clusters Score -254600.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -254609.140625 Penalty: 2719.372559
	Iteration 146Q: 3 clusters Score -254609.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -254615.187500 Penalty: 2719.372559
	Iteration 147Q: 3 clusters Score -254615.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -254620.093750 Penalty: 2719.372559
	Iteration 148Q: 3 clusters Score -254620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -254621.421875 Penalty: 2719.372559
	Iteration 149Q: 3 clusters Score -254621.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -254622.906250 Penalty: 2719.372559
	Iteration 150Q: 3 clusters Score -254622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -254625.812500 Penalty: 2719.372559
	Iteration 151Q: 3 clusters Score -254625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -254627.421875 Penalty: 2719.372559
	Iteration 152Q: 3 clusters Score -254627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -254629.390625 Penalty: 2719.372559
	Iteration 153Q: 3 clusters Score -254629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -254630.156250 Penalty: 2719.372559
	Iteration 154Q: 3 clusters Score -254630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -254630.890625 Penalty: 2719.372559
	Iteration 155Q: 3 clusters Score -254630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -254633.578125 Penalty: 2719.372559
	Iteration 156Q: 3 clusters Score -254633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -254634.421875 Penalty: 2719.372559
	Iteration 157Q: 3 clusters Score -254634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -254635.203125 Penalty: 2719.372559
	Iteration 158Q: 3 clusters Score -254635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -254635.734375 Penalty: 2719.372559
	Iteration 159Q: 3 clusters Score -254635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -254636.562500 Penalty: 2719.372559
	Iteration 160F: 3 clusters Score -254636.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -254636.765625 Penalty: 2719.372559
	Iteration 161Q: 3 clusters Score -254636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -254636.765625 Penalty: 2719.372559
	Iteration 162F: 3 clusters Score -254636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Entering Unmasked Estep 
Score: -287668.781250 Penalty: 1375.640381
	Iteration 0F: 2 clusters Score -287668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -283818.593750 Penalty: 2751.280762
	Iteration 0F: 3 clusters Score -283818.6 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -284844.750000 Penalty: 2751.280762
	Iteration 1F: 3 clusters Score -284844.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -285007.250000 Penalty: 2751.280762
	Iteration 2F: 3 clusters Score -285007.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -285127.937500 Penalty: 2751.280762
	Iteration 3F: 3 clusters Score -285127.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -285224.843750 Penalty: 2751.280762
	Iteration 4Q: 3 clusters Score -285224.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -285300.062500 Penalty: 2751.280762
	Iteration 5Q: 3 clusters Score -285300.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -285378.593750 Penalty: 2751.280762
	Iteration 6Q: 3 clusters Score -285378.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -285461.437500 Penalty: 2751.280762
	Iteration 7Q: 3 clusters Score -285461.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -285542.562500 Penalty: 2751.280762
	Iteration 8Q: 3 clusters Score -285542.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -285631.718750 Penalty: 2751.280762
	Iteration 9Q: 3 clusters Score -285631.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -285724.343750 Penalty: 2751.280762
	Iteration 10Q: 3 clusters Score -285724.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -285806.125000 Penalty: 2751.280762
	Iteration 11Q: 3 clusters Score -285806.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -285861.156250 Penalty: 2751.280762
	Iteration 12Q: 3 clusters Score -285861.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -285914.187500 Penalty: 2751.280762
	Iteration 13Q: 3 clusters Score -285914.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -285959.062500 Penalty: 2751.280762
	Iteration 14Q: 3 clusters Score -285959.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -285989.843750 Penalty: 2751.280762
	Iteration 15Q: 3 clusters Score -285989.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -286010.156250 Penalty: 2751.280762
	Iteration 16Q: 3 clusters Score -286010.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -286027.187500 Penalty: 2751.280762
	Iteration 17Q: 3 clusters Score -286027.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -286042.968750 Penalty: 2751.280762
	Iteration 18Q: 3 clusters Score -286043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -286053.375000 Penalty: 2751.280762
	Iteration 19Q: 3 clusters Score -286053.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -286061.531250 Penalty: 2751.280762
	Iteration 20F: 3 clusters Score -286061.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -286068.750000 Penalty: 2751.280762
	Iteration 21Q: 3 clusters Score -286068.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -286074.437500 Penalty: 2751.280762
	Iteration 22Q: 3 clusters Score -286074.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -286077.781250 Penalty: 2751.280762
	Iteration 23Q: 3 clusters Score -286077.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -286080.406250 Penalty: 2751.280762
	Iteration 24Q: 3 clusters Score -286080.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -286085.625000 Penalty: 2751.280762
	Iteration 25Q: 3 clusters Score -286085.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -286089.500000 Penalty: 2751.280762
	Iteration 26Q: 3 clusters Score -286089.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -286093.093750 Penalty: 2751.280762
	Iteration 27Q: 3 clusters Score -286093.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -286097.250000 Penalty: 2751.280762
	Iteration 28Q: 3 clusters Score -286097.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -286100.000000 Penalty: 2751.280762
	Iteration 29Q: 3 clusters Score -286100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -286102.750000 Penalty: 2751.280762
	Iteration 30Q: 3 clusters Score -286102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -286103.656250 Penalty: 2751.280762
	Iteration 31Q: 3 clusters Score -286103.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -286104.531250 Penalty: 2751.280762
	Iteration 32Q: 3 clusters Score -286104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -286104.437500 Penalty: 2751.280762
	Iteration 33Q: 3 clusters Score -286104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -286105.468750 Penalty: 2751.280762
	Iteration 34Q: 3 clusters Score -286105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -286106.218750 Penalty: 2751.280762
	Iteration 35Q: 3 clusters Score -286106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -286106.937500 Penalty: 2751.280762
	Iteration 36Q: 3 clusters Score -286106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -286107.593750 Penalty: 2751.280762
	Iteration 37Q: 3 clusters Score -286107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -286108.687500 Penalty: 2751.280762
	Iteration 38Q: 3 clusters Score -286108.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -286110.000000 Penalty: 2751.280762
	Iteration 39Q: 3 clusters Score -286110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -286111.312500 Penalty: 2751.280762
	Iteration 40F: 3 clusters Score -286111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -286112.312500 Penalty: 2751.280762
	Iteration 41Q: 3 clusters Score -286112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -286113.500000 Penalty: 2751.280762
	Iteration 42Q: 3 clusters Score -286113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -286113.750000 Penalty: 2751.280762
	Iteration 43Q: 3 clusters Score -286113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -286114.250000 Penalty: 2751.280762
	Iteration 44Q: 3 clusters Score -286114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -286115.031250 Penalty: 2751.280762
	Iteration 45Q: 3 clusters Score -286115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -286115.718750 Penalty: 2751.280762
	Iteration 46Q: 3 clusters Score -286115.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -286116.562500 Penalty: 2751.280762
	Iteration 47Q: 3 clusters Score -286116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -286117.218750 Penalty: 2751.280762
	Iteration 48Q: 3 clusters Score -286117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -286117.562500 Penalty: 2751.280762
	Iteration 49Q: 3 clusters Score -286117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -286117.718750 Penalty: 2751.280762
	Iteration 50Q: 3 clusters Score -286117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -286117.593750 Penalty: 2751.280762
	Iteration 51Q: 3 clusters Score -286117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -286117.593750 Penalty: 2751.280762
	Iteration 52F: 3 clusters Score -286117.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Entering Unmasked Estep 
Score: -172721.578125 Penalty: 1306.677246
	Iteration 0F: 2 clusters Score -172721.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -169931.421875 Penalty: 2613.354492
	Iteration 0F: 3 clusters Score -169931.4 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -170655.906250 Penalty: 2613.354492
	Iteration 1F: 3 clusters Score -170655.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -170806.140625 Penalty: 2613.354492
	Iteration 2F: 3 clusters Score -170806.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -170950.921875 Penalty: 2613.354492
	Iteration 3F: 3 clusters Score -170950.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -171073.250000 Penalty: 2613.354492
	Iteration 4F: 3 clusters Score -171073.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -171175.781250 Penalty: 2613.354492
	Iteration 5Q: 3 clusters Score -171175.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -171271.250000 Penalty: 2613.354492
	Iteration 6Q: 3 clusters Score -171271.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -171342.109375 Penalty: 2613.354492
	Iteration 7Q: 3 clusters Score -171342.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -171406.218750 Penalty: 2613.354492
	Iteration 8Q: 3 clusters Score -171406.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -171458.312500 Penalty: 2613.354492
	Iteration 9Q: 3 clusters Score -171458.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -171504.328125 Penalty: 2613.354492
	Iteration 10Q: 3 clusters Score -171504.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -171532.515625 Penalty: 2613.354492
	Iteration 11Q: 3 clusters Score -171532.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -171555.562500 Penalty: 2613.354492
	Iteration 12Q: 3 clusters Score -171555.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -171576.968750 Penalty: 2613.354492
	Iteration 13Q: 3 clusters Score -171577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -171592.640625 Penalty: 2613.354492
	Iteration 14Q: 3 clusters Score -171592.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -171606.500000 Penalty: 2613.354492
	Iteration 15Q: 3 clusters Score -171606.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -171620.500000 Penalty: 2613.354492
	Iteration 16Q: 3 clusters Score -171620.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -171637.609375 Penalty: 2613.354492
	Iteration 17Q: 3 clusters Score -171637.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -171648.843750 Penalty: 2613.354492
	Iteration 18Q: 3 clusters Score -171648.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -171661.046875 Penalty: 2613.354492
	Iteration 19Q: 3 clusters Score -171661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -171672.937500 Penalty: 2613.354492
	Iteration 20F: 3 clusters Score -171672.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -171685.296875 Penalty: 2613.354492
	Iteration 21Q: 3 clusters Score -171685.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -171699.265625 Penalty: 2613.354492
	Iteration 22Q: 3 clusters Score -171699.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -171713.421875 Penalty: 2613.354492
	Iteration 23Q: 3 clusters Score -171713.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -171726.343750 Penalty: 2613.354492
	Iteration 24Q: 3 clusters Score -171726.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -171735.093750 Penalty: 2613.354492
	Iteration 25Q: 3 clusters Score -171735.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -171740.078125 Penalty: 2613.354492
	Iteration 26Q: 3 clusters Score -171740.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -171744.062500 Penalty: 2613.354492
	Iteration 27Q: 3 clusters Score -171744.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -171748.312500 Penalty: 2613.354492
	Iteration 28Q: 3 clusters Score -171748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -171751.796875 Penalty: 2613.354492
	Iteration 29Q: 3 clusters Score -171751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -171753.453125 Penalty: 2613.354492
	Iteration 30Q: 3 clusters Score -171753.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -171753.859375 Penalty: 2613.354492
	Iteration 31Q: 3 clusters Score -171753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -171754.250000 Penalty: 2613.354492
	Iteration 32Q: 3 clusters Score -171754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -171754.984375 Penalty: 2613.354492
	Iteration 33Q: 3 clusters Score -171755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -171756.468750 Penalty: 2613.354492
	Iteration 34Q: 3 clusters Score -171756.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -171756.781250 Penalty: 2613.354492
	Iteration 35Q: 3 clusters Score -171756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -171757.203125 Penalty: 2613.354492
	Iteration 36Q: 3 clusters Score -171757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -171758.218750 Penalty: 2613.354492
	Iteration 37Q: 3 clusters Score -171758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -171759.218750 Penalty: 2613.354492
	Iteration 38Q: 3 clusters Score -171759.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -171763.390625 Penalty: 2613.354492
	Iteration 39Q: 3 clusters Score -171763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -171765.609375 Penalty: 2613.354492
	Iteration 40F: 3 clusters Score -171765.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -171768.656250 Penalty: 2613.354492
	Iteration 41Q: 3 clusters Score -171768.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -171770.359375 Penalty: 2613.354492
	Iteration 42Q: 3 clusters Score -171770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -171771.750000 Penalty: 2613.354492
	Iteration 43Q: 3 clusters Score -171771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -171774.140625 Penalty: 2613.354492
	Iteration 44Q: 3 clusters Score -171774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -171776.859375 Penalty: 2613.354492
	Iteration 45Q: 3 clusters Score -171776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -171779.437500 Penalty: 2613.354492
	Iteration 46Q: 3 clusters Score -171779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -171780.984375 Penalty: 2613.354492
	Iteration 47Q: 3 clusters Score -171781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -171783.156250 Penalty: 2613.354492
	Iteration 48Q: 3 clusters Score -171783.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -171786.171875 Penalty: 2613.354492
	Iteration 49Q: 3 clusters Score -171786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -171788.015625 Penalty: 2613.354492
	Iteration 50Q: 3 clusters Score -171788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -171789.156250 Penalty: 2613.354492
	Iteration 51Q: 3 clusters Score -171789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -171790.484375 Penalty: 2613.354492
	Iteration 52Q: 3 clusters Score -171790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -171790.828125 Penalty: 2613.354492
	Iteration 53Q: 3 clusters Score -171790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -171791.140625 Penalty: 2613.354492
	Iteration 54Q: 3 clusters Score -171791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -171791.140625 Penalty: 2613.354492
	Iteration 55F: 3 clusters Score -171791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Entering Unmasked Estep 
Score: -1181480.375000 Penalty: 1600.038086
	Iteration 0F: 2 clusters Score -1181480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1168585.875000 Penalty: 3200.076172
	Iteration 0F: 3 clusters Score -1168586 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1173238.125000 Penalty: 3200.076172
	Iteration 1F: 3 clusters Score -1173238 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1173587.625000 Penalty: 3200.076172
	Iteration 2F: 3 clusters Score -1173588 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1173851.750000 Penalty: 3200.076172
	Iteration 3Q: 3 clusters Score -1173852 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1174086.875000 Penalty: 3200.076172
	Iteration 4Q: 3 clusters Score -1174087 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1174310.000000 Penalty: 3200.076172
	Iteration 5Q: 3 clusters Score -1174310 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1174516.875000 Penalty: 3200.076172
	Iteration 6Q: 3 clusters Score -1174517 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1174726.750000 Penalty: 3200.076172
	Iteration 7Q: 3 clusters Score -1174727 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1174951.500000 Penalty: 3200.076172
	Iteration 8Q: 3 clusters Score -1174952 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1175196.375000 Penalty: 3200.076172
	Iteration 9Q: 3 clusters Score -1175196 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1175500.125000 Penalty: 3200.076172
	Iteration 10Q: 3 clusters Score -1175500 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1175891.125000 Penalty: 3200.076172
	Iteration 11Q: 3 clusters Score -1175891 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1176377.625000 Penalty: 3200.076172
	Iteration 12Q: 3 clusters Score -1176378 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1176929.250000 Penalty: 3200.076172
	Iteration 13Q: 3 clusters Score -1176929 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1177517.500000 Penalty: 3200.076172
	Iteration 14Q: 3 clusters Score -1177518 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1178130.125000 Penalty: 3200.076172
	Iteration 15Q: 3 clusters Score -1178130 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1178702.750000 Penalty: 3200.076172
	Iteration 16Q: 3 clusters Score -1178703 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1179153.750000 Penalty: 3200.076172
	Iteration 17Q: 3 clusters Score -1179154 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1179476.375000 Penalty: 3200.076172
	Iteration 18Q: 3 clusters Score -1179476 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1179728.125000 Penalty: 3200.076172
	Iteration 19Q: 3 clusters Score -1179728 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1179861.250000 Penalty: 3200.076172
	Iteration 20F: 3 clusters Score -1179861 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1179929.875000 Penalty: 3200.076172
	Iteration 21Q: 3 clusters Score -1179930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1179982.500000 Penalty: 3200.076172
	Iteration 22Q: 3 clusters Score -1179982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1180018.375000 Penalty: 3200.076172
	Iteration 23Q: 3 clusters Score -1180018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1180044.875000 Penalty: 3200.076172
	Iteration 24Q: 3 clusters Score -1180045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1180066.625000 Penalty: 3200.076172
	Iteration 25Q: 3 clusters Score -1180067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1180079.375000 Penalty: 3200.076172
	Iteration 26Q: 3 clusters Score -1180079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1180092.250000 Penalty: 3200.076172
	Iteration 27Q: 3 clusters Score -1180092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1180097.625000 Penalty: 3200.076172
	Iteration 28Q: 3 clusters Score -1180098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1180105.000000 Penalty: 3200.076172
	Iteration 29Q: 3 clusters Score -1180105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1180108.500000 Penalty: 3200.076172
	Iteration 30Q: 3 clusters Score -1180108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1180115.500000 Penalty: 3200.076172
	Iteration 31Q: 3 clusters Score -1180116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1180121.500000 Penalty: 3200.076172
	Iteration 32Q: 3 clusters Score -1180122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1180125.875000 Penalty: 3200.076172
	Iteration 33Q: 3 clusters Score -1180126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1180125.875000 Penalty: 3200.076172
	Iteration 34F: 3 clusters Score -1180126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Entering Unmasked Estep 
Score: -397546.625000 Penalty: 1429.183594
	Iteration 0F: 2 clusters Score -397546.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -392560.187500 Penalty: 2858.367188
	Iteration 0F: 3 clusters Score -392560.2 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -393950.437500 Penalty: 2858.367188
	Iteration 1F: 3 clusters Score -393950.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -394136.906250 Penalty: 2858.367188
	Iteration 2F: 3 clusters Score -394136.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -394272.468750 Penalty: 2858.367188
	Iteration 3Q: 3 clusters Score -394272.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -394389.093750 Penalty: 2858.367188
	Iteration 4Q: 3 clusters Score -394389.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -394480.000000 Penalty: 2858.367188
	Iteration 5Q: 3 clusters Score -394480 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -394580.875000 Penalty: 2858.367188
	Iteration 6Q: 3 clusters Score -394580.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -394690.062500 Penalty: 2858.367188
	Iteration 7Q: 3 clusters Score -394690.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -394837.343750 Penalty: 2858.367188
	Iteration 8Q: 3 clusters Score -394837.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -395003.156250 Penalty: 2858.367188
	Iteration 9Q: 3 clusters Score -395003.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -395188.062500 Penalty: 2858.367188
	Iteration 10Q: 3 clusters Score -395188.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -395374.812500 Penalty: 2858.367188
	Iteration 11Q: 3 clusters Score -395374.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -395542.968750 Penalty: 2858.367188
	Iteration 12Q: 3 clusters Score -395543 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -395673.968750 Penalty: 2858.367188
	Iteration 13Q: 3 clusters Score -395674 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -395794.437500 Penalty: 2858.367188
	Iteration 14Q: 3 clusters Score -395794.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -395909.843750 Penalty: 2858.367188
	Iteration 15Q: 3 clusters Score -395909.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -396013.625000 Penalty: 2858.367188
	Iteration 16Q: 3 clusters Score -396013.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -396089.906250 Penalty: 2858.367188
	Iteration 17Q: 3 clusters Score -396089.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -396136.687500 Penalty: 2858.367188
	Iteration 18Q: 3 clusters Score -396136.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -396165.687500 Penalty: 2858.367188
	Iteration 19Q: 3 clusters Score -396165.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -396197.593750 Penalty: 2858.367188
	Iteration 20F: 3 clusters Score -396197.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -396216.468750 Penalty: 2858.367188
	Iteration 21Q: 3 clusters Score -396216.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -396234.937500 Penalty: 2858.367188
	Iteration 22Q: 3 clusters Score -396234.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -396255.093750 Penalty: 2858.367188
	Iteration 23Q: 3 clusters Score -396255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -396266.406250 Penalty: 2858.367188
	Iteration 24Q: 3 clusters Score -396266.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -396272.750000 Penalty: 2858.367188
	Iteration 25Q: 3 clusters Score -396272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -396274.937500 Penalty: 2858.367188
	Iteration 26Q: 3 clusters Score -396274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -396274.687500 Penalty: 2858.367188
	Iteration 27Q: 3 clusters Score -396274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -396274.687500 Penalty: 2858.367188
	Iteration 28F: 3 clusters Score -396274.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -206559.718750 Penalty: 1328.022705
	Iteration 0F: 2 clusters Score -206559.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -203505.906250 Penalty: 2656.045410
	Iteration 0F: 3 clusters Score -203505.9 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -204298.968750 Penalty: 2656.045410
	Iteration 1F: 3 clusters Score -204299 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -204461.000000 Penalty: 2656.045410
	Iteration 2F: 3 clusters Score -204461 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -204558.593750 Penalty: 2656.045410
	Iteration 3F: 3 clusters Score -204558.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -204633.265625 Penalty: 2656.045410
	Iteration 4Q: 3 clusters Score -204633.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -204714.234375 Penalty: 2656.045410
	Iteration 5Q: 3 clusters Score -204714.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -204782.250000 Penalty: 2656.045410
	Iteration 6Q: 3 clusters Score -204782.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -204846.906250 Penalty: 2656.045410
	Iteration 7Q: 3 clusters Score -204846.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -204937.687500 Penalty: 2656.045410
	Iteration 8Q: 3 clusters Score -204937.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -205092.359375 Penalty: 2656.045410
	Iteration 9Q: 3 clusters Score -205092.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -205304.328125 Penalty: 2656.045410
	Iteration 10Q: 3 clusters Score -205304.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -205567.609375 Penalty: 2656.045410
	Iteration 11F: 3 clusters Score -205567.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -205784.781250 Penalty: 2656.045410
	Iteration 12F: 3 clusters Score -205784.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -205936.609375 Penalty: 2656.045410
	Iteration 13Q: 3 clusters Score -205936.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -206044.828125 Penalty: 2656.045410
	Iteration 14Q: 3 clusters Score -206044.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -206102.984375 Penalty: 2656.045410
	Iteration 15Q: 3 clusters Score -206103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -206133.687500 Penalty: 2656.045410
	Iteration 16Q: 3 clusters Score -206133.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -206155.609375 Penalty: 2656.045410
	Iteration 17Q: 3 clusters Score -206155.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -206168.453125 Penalty: 2656.045410
	Iteration 18Q: 3 clusters Score -206168.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -206175.265625 Penalty: 2656.045410
	Iteration 19Q: 3 clusters Score -206175.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -206185.453125 Penalty: 2656.045410
	Iteration 20F: 3 clusters Score -206185.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -206194.031250 Penalty: 2656.045410
	Iteration 21Q: 3 clusters Score -206194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -206199.640625 Penalty: 2656.045410
	Iteration 22Q: 3 clusters Score -206199.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -206201.468750 Penalty: 2656.045410
	Iteration 23Q: 3 clusters Score -206201.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -206203.390625 Penalty: 2656.045410
	Iteration 24Q: 3 clusters Score -206203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -206203.718750 Penalty: 2656.045410
	Iteration 25Q: 3 clusters Score -206203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -206203.718750 Penalty: 2656.045410
	Iteration 26F: 3 clusters Score -206203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Entering Unmasked Estep 
Score: -1813466.250000 Penalty: 1673.872314
	Iteration 0F: 2 clusters Score -1813466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1793395.125000 Penalty: 3347.744629
	Iteration 0F: 3 clusters Score -1793395 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1801331.750000 Penalty: 3347.744629
	Iteration 1F: 3 clusters Score -1801332 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1802115.125000 Penalty: 3347.744629
	Iteration 2F: 3 clusters Score -1802115 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1802989.250000 Penalty: 3347.744629
	Iteration 3F: 3 clusters Score -1802989 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1803840.125000 Penalty: 3347.744629
	Iteration 4F: 3 clusters Score -1803840 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1804674.000000 Penalty: 3347.744629
	Iteration 5F: 3 clusters Score -1804674 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1805551.500000 Penalty: 3347.744629
	Iteration 6F: 3 clusters Score -1805552 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1806352.500000 Penalty: 3347.744629
	Iteration 7F: 3 clusters Score -1806352 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1807030.000000 Penalty: 3347.744629
	Iteration 8Q: 3 clusters Score -1807030 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1807604.125000 Penalty: 3347.744629
	Iteration 9Q: 3 clusters Score -1807604 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1808082.750000 Penalty: 3347.744629
	Iteration 10Q: 3 clusters Score -1808083 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1808533.375000 Penalty: 3347.744629
	Iteration 11Q: 3 clusters Score -1808533 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1809053.000000 Penalty: 3347.744629
	Iteration 12Q: 3 clusters Score -1809053 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1809576.125000 Penalty: 3347.744629
	Iteration 13Q: 3 clusters Score -1809576 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1810177.875000 Penalty: 3347.744629
	Iteration 14Q: 3 clusters Score -1810178 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1810804.875000 Penalty: 3347.744629
	Iteration 15Q: 3 clusters Score -1810805 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1811477.875000 Penalty: 3347.744629
	Iteration 16Q: 3 clusters Score -1811478 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1811978.625000 Penalty: 3347.744629
	Iteration 17Q: 3 clusters Score -1811979 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1812287.750000 Penalty: 3347.744629
	Iteration 18Q: 3 clusters Score -1812288 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1812486.125000 Penalty: 3347.744629
	Iteration 19Q: 3 clusters Score -1812486 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1812603.000000 Penalty: 3347.744629
	Iteration 20F: 3 clusters Score -1812603 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1812658.875000 Penalty: 3347.744629
	Iteration 21Q: 3 clusters Score -1812659 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1812706.250000 Penalty: 3347.744629
	Iteration 22Q: 3 clusters Score -1812706 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1812730.625000 Penalty: 3347.744629
	Iteration 23Q: 3 clusters Score -1812731 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1812762.625000 Penalty: 3347.744629
	Iteration 24Q: 3 clusters Score -1812763 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1812783.125000 Penalty: 3347.744629
	Iteration 25Q: 3 clusters Score -1812783 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1812801.750000 Penalty: 3347.744629
	Iteration 26Q: 3 clusters Score -1812802 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1812812.000000 Penalty: 3347.744629
	Iteration 27Q: 3 clusters Score -1812812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1812821.625000 Penalty: 3347.744629
	Iteration 28Q: 3 clusters Score -1812822 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1812827.625000 Penalty: 3347.744629
	Iteration 29Q: 3 clusters Score -1812828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1812834.125000 Penalty: 3347.744629
	Iteration 30Q: 3 clusters Score -1812834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1812839.375000 Penalty: 3347.744629
	Iteration 31Q: 3 clusters Score -1812839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1812850.125000 Penalty: 3347.744629
	Iteration 32Q: 3 clusters Score -1812850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1812855.875000 Penalty: 3347.744629
	Iteration 33Q: 3 clusters Score -1812856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1812852.000000 Penalty: 3347.744629
	Iteration 34Q: 3 clusters Score -1812852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1812859.000000 Penalty: 3347.744629
	Iteration 35Q: 3 clusters Score -1812859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1812852.500000 Penalty: 3347.744629
	Iteration 36Q: 3 clusters Score -1812852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1812852.000000 Penalty: 3347.744629
	Iteration 37Q: 3 clusters Score -1812852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1812860.375000 Penalty: 3347.744629
	Iteration 38Q: 3 clusters Score -1812860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1812861.250000 Penalty: 3347.744629
	Iteration 39Q: 3 clusters Score -1812861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1812863.375000 Penalty: 3347.744629
	Iteration 40F: 3 clusters Score -1812863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1812867.875000 Penalty: 3347.744629
	Iteration 41Q: 3 clusters Score -1812868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1812866.625000 Penalty: 3347.744629
	Iteration 42Q: 3 clusters Score -1812867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1812871.625000 Penalty: 3347.744629
	Iteration 43Q: 3 clusters Score -1812872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1812872.500000 Penalty: 3347.744629
	Iteration 44Q: 3 clusters Score -1812872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1812874.875000 Penalty: 3347.744629
	Iteration 45Q: 3 clusters Score -1812875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1812880.375000 Penalty: 3347.744629
	Iteration 46Q: 3 clusters Score -1812880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1812878.375000 Penalty: 3347.744629
	Iteration 47Q: 3 clusters Score -1812878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1812883.125000 Penalty: 3347.744629
	Iteration 48Q: 3 clusters Score -1812883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1812889.000000 Penalty: 3347.744629
	Iteration 49Q: 3 clusters Score -1812889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1812881.375000 Penalty: 3347.744629
	Iteration 50Q: 3 clusters Score -1812881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1812885.875000 Penalty: 3347.744629
	Iteration 51Q: 3 clusters Score -1812886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1812887.750000 Penalty: 3347.744629
	Iteration 52Q: 3 clusters Score -1812888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1812885.750000 Penalty: 3347.744629
	Iteration 53Q: 3 clusters Score -1812886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1812887.125000 Penalty: 3347.744629
	Iteration 54Q: 3 clusters Score -1812887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1812899.250000 Penalty: 3347.744629
	Iteration 55Q: 3 clusters Score -1812899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1812898.750000 Penalty: 3347.744629
	Iteration 56Q: 3 clusters Score -1812899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1812904.750000 Penalty: 3347.744629
	Iteration 57Q: 3 clusters Score -1812905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1812903.750000 Penalty: 3347.744629
	Iteration 58Q: 3 clusters Score -1812904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1812901.250000 Penalty: 3347.744629
	Iteration 59Q: 3 clusters Score -1812901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1812900.125000 Penalty: 3347.744629
	Iteration 60F: 3 clusters Score -1812900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1812902.625000 Penalty: 3347.744629
	Iteration 61Q: 3 clusters Score -1812903 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1812911.500000 Penalty: 3347.744629
	Iteration 62Q: 3 clusters Score -1812912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1812916.750000 Penalty: 3347.744629
	Iteration 63Q: 3 clusters Score -1812917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1812916.750000 Penalty: 3347.744629
	Iteration 64Q: 3 clusters Score -1812917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1812916.125000 Penalty: 3347.744629
	Iteration 65Q: 3 clusters Score -1812916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1812920.000000 Penalty: 3347.744629
	Iteration 66Q: 3 clusters Score -1812920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1812927.000000 Penalty: 3347.744629
	Iteration 67Q: 3 clusters Score -1812927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1812928.875000 Penalty: 3347.744629
	Iteration 68Q: 3 clusters Score -1812929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1812928.500000 Penalty: 3347.744629
	Iteration 69Q: 3 clusters Score -1812928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1812925.750000 Penalty: 3347.744629
	Iteration 70Q: 3 clusters Score -1812926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1812926.625000 Penalty: 3347.744629
	Iteration 71Q: 3 clusters Score -1812927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1812925.125000 Penalty: 3347.744629
	Iteration 72Q: 3 clusters Score -1812925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1812929.500000 Penalty: 3347.744629
	Iteration 73Q: 3 clusters Score -1812930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1812928.375000 Penalty: 3347.744629
	Iteration 74Q: 3 clusters Score -1812928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1812925.875000 Penalty: 3347.744629
	Iteration 75Q: 3 clusters Score -1812926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1812926.875000 Penalty: 3347.744629
	Iteration 76Q: 3 clusters Score -1812927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1812929.125000 Penalty: 3347.744629
	Iteration 77Q: 3 clusters Score -1812929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1812936.750000 Penalty: 3347.744629
	Iteration 78Q: 3 clusters Score -1812937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1812929.875000 Penalty: 3347.744629
	Iteration 79Q: 3 clusters Score -1812930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1812933.000000 Penalty: 3347.744629
	Iteration 80F: 3 clusters Score -1812933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1812934.500000 Penalty: 3347.744629
	Iteration 81Q: 3 clusters Score -1812934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1812934.375000 Penalty: 3347.744629
	Iteration 82Q: 3 clusters Score -1812934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1812933.000000 Penalty: 3347.744629
	Iteration 83Q: 3 clusters Score -1812933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1812932.500000 Penalty: 3347.744629
	Iteration 84Q: 3 clusters Score -1812932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1812933.750000 Penalty: 3347.744629
	Iteration 85Q: 3 clusters Score -1812934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1812930.875000 Penalty: 3347.744629
	Iteration 86Q: 3 clusters Score -1812931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1812930.500000 Penalty: 3347.744629
	Iteration 87Q: 3 clusters Score -1812930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1812928.625000 Penalty: 3347.744629
	Iteration 88Q: 3 clusters Score -1812929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1812930.375000 Penalty: 3347.744629
	Iteration 89Q: 3 clusters Score -1812930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1812930.375000 Penalty: 3347.744629
	Iteration 90F: 3 clusters Score -1812930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (103499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Entering Unmasked Estep 
Score: -6381454.500000 Penalty: 1876.439087
	Iteration 0F: 2 clusters Score -6381454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -6311740.000000 Penalty: 3752.878174
	Iteration 0F: 3 clusters Score -6311740 nChanged 49596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -6340889.500000 Penalty: 3752.878174
	Iteration 1F: 3 clusters Score -6340890 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6341550.000000 Penalty: 3752.878174
	Iteration 2Q: 3 clusters Score -6341550 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -6342285.500000 Penalty: 3752.878174
	Iteration 3Q: 3 clusters Score -6342286 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -6343138.500000 Penalty: 3752.878174
	Iteration 4Q: 3 clusters Score -6343138 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -6344226.000000 Penalty: 3752.878174
	Iteration 5Q: 3 clusters Score -6344226 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -6345786.500000 Penalty: 3752.878174
	Iteration 6Q: 3 clusters Score -6345786 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -6348000.000000 Penalty: 3752.878174
	Iteration 7Q: 3 clusters Score -6348000 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -6351261.000000 Penalty: 3752.878174
	Iteration 8F: 3 clusters Score -6351261 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -6355374.500000 Penalty: 3752.878174
	Iteration 9F: 3 clusters Score -6355374 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -6359915.000000 Penalty: 3752.878174
	Iteration 10F: 3 clusters Score -6359915 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -6364226.000000 Penalty: 3752.878174
	Iteration 11F: 3 clusters Score -6364226 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -6367953.000000 Penalty: 3752.878174
	Iteration 12Q: 3 clusters Score -6367953 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -6371125.500000 Penalty: 3752.878174
	Iteration 13Q: 3 clusters Score -6371126 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6373874.000000 Penalty: 3752.878174
	Iteration 14Q: 3 clusters Score -6373874 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -6376225.000000 Penalty: 3752.878174
	Iteration 15Q: 3 clusters Score -6376225 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6377926.500000 Penalty: 3752.878174
	Iteration 16Q: 3 clusters Score -6377926 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6378900.500000 Penalty: 3752.878174
	Iteration 17Q: 3 clusters Score -6378900 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6379343.000000 Penalty: 3752.878174
	Iteration 18Q: 3 clusters Score -6379343 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6379528.500000 Penalty: 3752.878174
	Iteration 19Q: 3 clusters Score -6379528 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6379622.000000 Penalty: 3752.878174
	Iteration 20F: 3 clusters Score -6379622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6379669.000000 Penalty: 3752.878174
	Iteration 21Q: 3 clusters Score -6379669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6379699.000000 Penalty: 3752.878174
	Iteration 22Q: 3 clusters Score -6379699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6379725.500000 Penalty: 3752.878174
	Iteration 23Q: 3 clusters Score -6379726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6379754.000000 Penalty: 3752.878174
	Iteration 24Q: 3 clusters Score -6379754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6379774.500000 Penalty: 3752.878174
	Iteration 25Q: 3 clusters Score -6379774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103289 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6379779.500000 Penalty: 3752.878174
	Iteration 26Q: 3 clusters Score -6379780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6379787.000000 Penalty: 3752.878174
	Iteration 27Q: 3 clusters Score -6379787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6379791.000000 Penalty: 3752.878174
	Iteration 28Q: 3 clusters Score -6379791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6379791.000000 Penalty: 3752.878174
	Iteration 29F: 3 clusters Score -6379791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -98859.335938 Penalty: 1213.354858
	Iteration 0F: 2 clusters Score -98859.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -96903.031250 Penalty: 2426.709717
	Iteration 0F: 3 clusters Score -96903.03 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -97336.453125 Penalty: 2426.709717
	Iteration 1F: 3 clusters Score -97336.45 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -97450.835938 Penalty: 2426.709717
	Iteration 2F: 3 clusters Score -97450.84 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -97517.320312 Penalty: 2426.709717
	Iteration 3F: 3 clusters Score -97517.32 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -97561.070312 Penalty: 2426.709717
	Iteration 4Q: 3 clusters Score -97561.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -97586.750000 Penalty: 2426.709717
	Iteration 5Q: 3 clusters Score -97586.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -97610.554688 Penalty: 2426.709717
	Iteration 6Q: 3 clusters Score -97610.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -97635.687500 Penalty: 2426.709717
	Iteration 7Q: 3 clusters Score -97635.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -97661.718750 Penalty: 2426.709717
	Iteration 8Q: 3 clusters Score -97661.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -97687.156250 Penalty: 2426.709717
	Iteration 9Q: 3 clusters Score -97687.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -97720.828125 Penalty: 2426.709717
	Iteration 10Q: 3 clusters Score -97720.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -97748.312500 Penalty: 2426.709717
	Iteration 11Q: 3 clusters Score -97748.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -97777.929688 Penalty: 2426.709717
	Iteration 12Q: 3 clusters Score -97777.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -97800.656250 Penalty: 2426.709717
	Iteration 13Q: 3 clusters Score -97800.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -97814.867188 Penalty: 2426.709717
	Iteration 14Q: 3 clusters Score -97814.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -97823.992188 Penalty: 2426.709717
	Iteration 15Q: 3 clusters Score -97823.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -97836.531250 Penalty: 2426.709717
	Iteration 16Q: 3 clusters Score -97836.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -97849.484375 Penalty: 2426.709717
	Iteration 17Q: 3 clusters Score -97849.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -97857.031250 Penalty: 2426.709717
	Iteration 18Q: 3 clusters Score -97857.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -97863.507812 Penalty: 2426.709717
	Iteration 19Q: 3 clusters Score -97863.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -97868.140625 Penalty: 2426.709717
	Iteration 20F: 3 clusters Score -97868.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -97872.070312 Penalty: 2426.709717
	Iteration 21Q: 3 clusters Score -97872.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -97875.257812 Penalty: 2426.709717
	Iteration 22Q: 3 clusters Score -97875.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -97880.859375 Penalty: 2426.709717
	Iteration 23Q: 3 clusters Score -97880.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -97884.890625 Penalty: 2426.709717
	Iteration 24Q: 3 clusters Score -97884.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -97889.046875 Penalty: 2426.709717
	Iteration 25Q: 3 clusters Score -97889.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -97889.765625 Penalty: 2426.709717
	Iteration 26Q: 3 clusters Score -97889.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -97892.968750 Penalty: 2426.709717
	Iteration 27Q: 3 clusters Score -97892.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -97897.398438 Penalty: 2426.709717
	Iteration 28Q: 3 clusters Score -97897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -97901.734375 Penalty: 2426.709717
	Iteration 29Q: 3 clusters Score -97901.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -97904.750000 Penalty: 2426.709717
	Iteration 30Q: 3 clusters Score -97904.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -97907.687500 Penalty: 2426.709717
	Iteration 31Q: 3 clusters Score -97907.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -97910.148438 Penalty: 2426.709717
	Iteration 32Q: 3 clusters Score -97910.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -97913.929688 Penalty: 2426.709717
	Iteration 33Q: 3 clusters Score -97913.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -97915.257812 Penalty: 2426.709717
	Iteration 34Q: 3 clusters Score -97915.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -97915.992188 Penalty: 2426.709717
	Iteration 35Q: 3 clusters Score -97915.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -97917.250000 Penalty: 2426.709717
	Iteration 36Q: 3 clusters Score -97917.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -97917.359375 Penalty: 2426.709717
	Iteration 37Q: 3 clusters Score -97917.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -97917.359375 Penalty: 2426.709717
	Iteration 38F: 3 clusters Score -97917.36 nChanged 0
--- Evaluating fit on full set of 1375465 points ---
Entering Unmasked Estep 
Score: -80937208.000000 Penalty: 55123.777344
22->25 Clusters: Score -80937208.000000, best is -80964240.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 458488 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 20943 members 
Mstep: Class 3 contains 20812 members 
Mstep: Class 4 contains 20928 members 
Mstep: Class 5 contains 20693 members 
Mstep: Class 6 contains 20659 members 
Mstep: Class 7 contains 21136 members 
Mstep: Class 8 contains 20694 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 20892 members 
Mstep: Class 11 contains 20815 members 
Mstep: Class 12 contains 20734 members 
Mstep: Class 13 contains 20799 members 
Mstep: Class 14 contains 20771 members 
Mstep: Class 15 contains 20861 members 
Mstep: Class 16 contains 20682 members 
Mstep: Class 17 contains 20960 members 
Mstep: Class 18 contains 20690 members 
Mstep: Class 19 contains 20764 members 
Mstep: Class 20 contains 20941 members 
Mstep: Class 21 contains 21104 members 
Mstep: Class 22 contains 20848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 703.249878 but Gain 2118.300781
Score: -24949624.000000 Penalty: 44484.289062
Iteration 0F: 22 clusters Score -2.494962e+07 nChanged 433047
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 36105 members 
Mstep: Class 3 contains 31721 members 
Mstep: Class 4 contains 28076 members 
Mstep: Class 5 contains 16193 members 
Mstep: Class 7 contains 28214 members 
Mstep: Class 8 contains 18897 members 
Mstep: Class 9 contains 20635 members 
Mstep: Class 10 contains 18171 members 
Mstep: Class 11 contains 14760 members 
Mstep: Class 12 contains 17515 members 
Mstep: Class 13 contains 21978 members 
Mstep: Class 14 contains 16787 members 
Mstep: Class 15 contains 19052 members 
Mstep: Class 16 contains 20525 members 
Mstep: Class 17 contains 24681 members 
Mstep: Class 18 contains 14370 members 
Mstep: Class 19 contains 22249 members 
Mstep: Class 20 contains 25331 members 
Mstep: Class 21 contains 27323 members 
Mstep: Class 22 contains 19812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26168234.000000 Penalty: 44484.289062
Iteration 1F: 22 clusters Score -2.616823e+07 nChanged 153397
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 57430 members 
Mstep: Class 3 contains 40104 members 
Mstep: Class 4 contains 24947 members 
Mstep: Class 5 contains 17235 members 
Mstep: Class 7 contains 31294 members 
Mstep: Class 8 contains 17702 members 
Mstep: Class 9 contains 15550 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 11417 members 
Mstep: Class 12 contains 17474 members 
Mstep: Class 13 contains 19641 members 
Mstep: Class 14 contains 18725 members 
Mstep: Class 15 contains 17763 members 
Mstep: Class 16 contains 18373 members 
Mstep: Class 17 contains 27180 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 16866 members 
Mstep: Class 20 contains 20573 members 
Mstep: Class 21 contains 27531 members 
Mstep: Class 22 contains 17830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26395864.000000 Penalty: 44484.289062
Iteration 2F: 22 clusters Score -2.639586e+07 nChanged 111330
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 75970 members 
Mstep: Class 3 contains 42741 members 
Mstep: Class 4 contains 22499 members 
Mstep: Class 5 contains 18458 members 
Mstep: Class 7 contains 32208 members 
Mstep: Class 8 contains 16048 members 
Mstep: Class 9 contains 12394 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 9653 members 
Mstep: Class 12 contains 15248 members 
Mstep: Class 13 contains 16611 members 
Mstep: Class 14 contains 20063 members 
Mstep: Class 15 contains 19266 members 
Mstep: Class 16 contains 20438 members 
Mstep: Class 17 contains 30026 members 
Mstep: Class 18 contains 6355 members 
Mstep: Class 19 contains 11362 members 
Mstep: Class 20 contains 16937 members 
Mstep: Class 21 contains 24909 members 
Mstep: Class 22 contains 16562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26518172.000000 Penalty: 44484.289062
Iteration 3F: 22 clusters Score -2.651817e+07 nChanged 85884
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 92721 members 
Mstep: Class 3 contains 41213 members 
Mstep: Class 4 contains 20598 members 
Mstep: Class 5 contains 17146 members 
Mstep: Class 7 contains 31288 members 
Mstep: Class 8 contains 14265 members 
Mstep: Class 9 contains 10435 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 8310 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 13498 members 
Mstep: Class 14 contains 21636 members 
Mstep: Class 15 contains 21881 members 
Mstep: Class 16 contains 24357 members 
Mstep: Class 17 contains 32816 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 15513 members 
Mstep: Class 21 contains 20757 members 
Mstep: Class 22 contains 15675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26605682.000000 Penalty: 44484.289062
Iteration 4F: 22 clusters Score -2.660568e+07 nChanged 73713
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 108837 members 
Mstep: Class 3 contains 36695 members 
Mstep: Class 4 contains 18861 members 
Mstep: Class 5 contains 15183 members 
Mstep: Class 7 contains 29297 members 
Mstep: Class 8 contains 12561 members 
Mstep: Class 9 contains 9054 members 
Mstep: Class 10 contains 13154 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 8566 members 
Mstep: Class 13 contains 10514 members 
Mstep: Class 14 contains 23063 members 
Mstep: Class 15 contains 24290 members 
Mstep: Class 16 contains 27728 members 
Mstep: Class 17 contains 35683 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 5578 members 
Mstep: Class 20 contains 16082 members 
Mstep: Class 21 contains 16015 members 
Mstep: Class 22 contains 14412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26677864.000000 Penalty: 44484.289062
Iteration 5F: 22 clusters Score -2.667786e+07 nChanged 64430
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 123565 members 
Mstep: Class 3 contains 30553 members 
Mstep: Class 4 contains 17214 members 
Mstep: Class 5 contains 13303 members 
Mstep: Class 7 contains 26953 members 
Mstep: Class 8 contains 10966 members 
Mstep: Class 9 contains 8023 members 
Mstep: Class 10 contains 14073 members 
Mstep: Class 11 contains 5806 members 
Mstep: Class 12 contains 5818 members 
Mstep: Class 13 contains 7697 members 
Mstep: Class 14 contains 23500 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 30385 members 
Mstep: Class 17 contains 38910 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 4621 members 
Mstep: Class 20 contains 17754 members 
Mstep: Class 21 contains 11553 members 
Mstep: Class 22 contains 12993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26738544.000000 Penalty: 44484.289062
Iteration 6F: 22 clusters Score -2.673854e+07 nChanged 54419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 136071 members 
Mstep: Class 3 contains 24047 members 
Mstep: Class 4 contains 15752 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 7 contains 24668 members 
Mstep: Class 8 contains 9426 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 14902 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 3816 members 
Mstep: Class 13 contains 5454 members 
Mstep: Class 14 contains 23102 members 
Mstep: Class 15 contains 28083 members 
Mstep: Class 16 contains 32532 members 
Mstep: Class 17 contains 42026 members 
Mstep: Class 18 contains 3929 members 
Mstep: Class 19 contains 4373 members 
Mstep: Class 20 contains 19524 members 
Mstep: Class 21 contains 7916 members 
Mstep: Class 22 contains 11909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26786708.000000 Penalty: 44484.289062
Iteration 7F: 22 clusters Score -2.678671e+07 nChanged 43591
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 146032 members 
Mstep: Class 3 contains 17933 members 
Mstep: Class 4 contains 14546 members 
Mstep: Class 5 contains 10194 members 
Mstep: Class 7 contains 22887 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 15445 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 2528 members 
Mstep: Class 13 contains 3833 members 
Mstep: Class 14 contains 22650 members 
Mstep: Class 15 contains 29268 members 
Mstep: Class 16 contains 34374 members 
Mstep: Class 17 contains 44454 members 
Mstep: Class 18 contains 4388 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 20769 members 
Mstep: Class 21 contains 5246 members 
Mstep: Class 22 contains 11597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26820510.000000 Penalty: 44484.289062
Iteration 8F: 22 clusters Score -2.682051e+07 nChanged 34027
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 153600 members 
Mstep: Class 3 contains 12717 members 
Mstep: Class 4 contains 13775 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 7 contains 21555 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 6264 members 
Mstep: Class 10 contains 15817 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 22592 members 
Mstep: Class 15 contains 30018 members 
Mstep: Class 16 contains 35932 members 
Mstep: Class 17 contains 46181 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 4782 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 11535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1800.418335 but Gain 2118.296875
Score: -26843696.000000 Penalty: 42365.992188
Iteration 9F: 21 clusters Score -2.68437e+07 nChanged 26955
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 159427 members 
Mstep: Class 3 contains 8631 members 
Mstep: Class 4 contains 13355 members 
Mstep: Class 5 contains 7957 members 
Mstep: Class 7 contains 20802 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 6038 members 
Mstep: Class 10 contains 16108 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 13 contains 2278 members 
Mstep: Class 14 contains 22635 members 
Mstep: Class 15 contains 30495 members 
Mstep: Class 16 contains 37259 members 
Mstep: Class 17 contains 47372 members 
Mstep: Class 18 contains 5136 members 
Mstep: Class 19 contains 5055 members 
Mstep: Class 20 contains 22366 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 11573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1483.585571 but Gain 2118.300781
Score: -26861382.000000 Penalty: 40247.691406
Iteration 10F: 20 clusters Score -2.686138e+07 nChanged 21077
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 163612 members 
Mstep: Class 3 contains 5743 members 
Mstep: Class 4 contains 13189 members 
Mstep: Class 5 contains 7129 members 
Mstep: Class 7 contains 20189 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 16382 members 
Mstep: Class 11 contains 5488 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 22956 members 
Mstep: Class 15 contains 30580 members 
Mstep: Class 16 contains 38142 members 
Mstep: Class 17 contains 48269 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 22701 members 
Mstep: Class 22 contains 11651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26874302.000000 Penalty: 40247.691406
Iteration 11Q: 20 clusters Score -2.68743e+07 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 166153 members 
Mstep: Class 3 contains 3756 members 
Mstep: Class 4 contains 12965 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 7 contains 19713 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 16641 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 22972 members 
Mstep: Class 15 contains 30311 members 
Mstep: Class 16 contains 38375 members 
Mstep: Class 17 contains 48933 members 
Mstep: Class 18 contains 5749 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 22817 members 
Mstep: Class 22 contains 11594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26880984.000000 Penalty: 40247.691406
Iteration 12Q: 20 clusters Score -2.688098e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 167851 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 12789 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 7 contains 19358 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 16928 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 22946 members 
Mstep: Class 15 contains 30003 members 
Mstep: Class 16 contains 38486 members 
Mstep: Class 17 contains 49471 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 22785 members 
Mstep: Class 22 contains 11576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1907.566895 but Gain 2118.300781
Score: -26885442.000000 Penalty: 38129.390625
Iteration 13Q: 19 clusters Score -2.688544e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 169855 members 
Mstep: Class 4 contains 12669 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 7 contains 19164 members 
Mstep: Class 8 contains 4979 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 17252 members 
Mstep: Class 11 contains 5667 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 23232 members 
Mstep: Class 15 contains 29686 members 
Mstep: Class 16 contains 38689 members 
Mstep: Class 17 contains 49993 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 19 contains 5916 members 
Mstep: Class 20 contains 22795 members 
Mstep: Class 22 contains 11641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26890912.000000 Penalty: 38129.390625
Iteration 14Q: 19 clusters Score -2.689091e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 170516 members 
Mstep: Class 4 contains 12556 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 7 contains 18888 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 17526 members 
Mstep: Class 11 contains 5720 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 23141 members 
Mstep: Class 15 contains 29257 members 
Mstep: Class 16 contains 38560 members 
Mstep: Class 17 contains 50460 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 22664 members 
Mstep: Class 22 contains 11703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26892894.000000 Penalty: 38129.390625
Iteration 15Q: 19 clusters Score -2.689289e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 170951 members 
Mstep: Class 4 contains 12446 members 
Mstep: Class 5 contains 5011 members 
Mstep: Class 7 contains 18632 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 17746 members 
Mstep: Class 11 contains 5746 members 
Mstep: Class 13 contains 2403 members 
Mstep: Class 14 contains 23070 members 
Mstep: Class 15 contains 28774 members 
Mstep: Class 16 contains 38483 members 
Mstep: Class 17 contains 50905 members 
Mstep: Class 18 contains 6497 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 22544 members 
Mstep: Class 22 contains 11842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26894258.000000 Penalty: 38129.390625
Iteration 16Q: 19 clusters Score -2.689426e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 171240 members 
Mstep: Class 4 contains 12379 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 7 contains 18475 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 17942 members 
Mstep: Class 11 contains 5782 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 14 contains 23004 members 
Mstep: Class 15 contains 28204 members 
Mstep: Class 16 contains 38410 members 
Mstep: Class 17 contains 51351 members 
Mstep: Class 18 contains 6612 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 20 contains 22425 members 
Mstep: Class 22 contains 11985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26894912.000000 Penalty: 38129.390625
Iteration 17Q: 19 clusters Score -2.689491e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 171492 members 
Mstep: Class 4 contains 12350 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 7 contains 18332 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 5692 members 
Mstep: Class 10 contains 18159 members 
Mstep: Class 11 contains 5807 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 22970 members 
Mstep: Class 15 contains 27540 members 
Mstep: Class 16 contains 38353 members 
Mstep: Class 17 contains 51844 members 
Mstep: Class 18 contains 6696 members 
Mstep: Class 19 contains 6082 members 
Mstep: Class 20 contains 22303 members 
Mstep: Class 22 contains 12163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26895774.000000 Penalty: 38129.390625
Iteration 18Q: 19 clusters Score -2.689577e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 171707 members 
Mstep: Class 4 contains 12289 members 
Mstep: Class 5 contains 4545 members 
Mstep: Class 7 contains 18189 members 
Mstep: Class 8 contains 4550 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 18360 members 
Mstep: Class 11 contains 5843 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 26873 members 
Mstep: Class 16 contains 38299 members 
Mstep: Class 17 contains 52388 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 20 contains 22180 members 
Mstep: Class 22 contains 12363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26896630.000000 Penalty: 38129.390625
Iteration 19Q: 19 clusters Score -2.689663e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 171865 members 
Mstep: Class 4 contains 12246 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 7 contains 18098 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 5884 members 
Mstep: Class 13 contains 2817 members 
Mstep: Class 14 contains 22991 members 
Mstep: Class 15 contains 26189 members 
Mstep: Class 16 contains 38235 members 
Mstep: Class 17 contains 52954 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6156 members 
Mstep: Class 20 contains 22072 members 
Mstep: Class 22 contains 12560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26897524.000000 Penalty: 38129.390625
Iteration 20F: 19 clusters Score -2.689752e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 171975 members 
Mstep: Class 4 contains 12212 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 7 contains 17999 members 
Mstep: Class 8 contains 4449 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 18631 members 
Mstep: Class 11 contains 5904 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 23012 members 
Mstep: Class 15 contains 25519 members 
Mstep: Class 16 contains 38189 members 
Mstep: Class 17 contains 53577 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 6184 members 
Mstep: Class 20 contains 21988 members 
Mstep: Class 22 contains 12741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26898202.000000 Penalty: 38129.390625
Iteration 21Q: 19 clusters Score -2.68982e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 172003 members 
Mstep: Class 4 contains 12174 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 7 contains 17981 members 
Mstep: Class 8 contains 4423 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 18738 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 24834 members 
Mstep: Class 16 contains 38145 members 
Mstep: Class 17 contains 54222 members 
Mstep: Class 18 contains 6870 members 
Mstep: Class 19 contains 6202 members 
Mstep: Class 20 contains 21860 members 
Mstep: Class 22 contains 12948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26898940.000000 Penalty: 38129.390625
Iteration 22Q: 19 clusters Score -2.689894e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 171957 members 
Mstep: Class 4 contains 12132 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 7 contains 17966 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 5953 members 
Mstep: Class 10 contains 18823 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 13 contains 3136 members 
Mstep: Class 14 contains 23045 members 
Mstep: Class 15 contains 24200 members 
Mstep: Class 16 contains 38086 members 
Mstep: Class 17 contains 54943 members 
Mstep: Class 18 contains 6909 members 
Mstep: Class 19 contains 6216 members 
Mstep: Class 20 contains 21732 members 
Mstep: Class 22 contains 13187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26899662.000000 Penalty: 38129.390625
Iteration 23Q: 19 clusters Score -2.689966e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 171860 members 
Mstep: Class 4 contains 12088 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 7 contains 17981 members 
Mstep: Class 8 contains 4372 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 18875 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 23072 members 
Mstep: Class 15 contains 23632 members 
Mstep: Class 16 contains 38053 members 
Mstep: Class 17 contains 55699 members 
Mstep: Class 18 contains 6938 members 
Mstep: Class 19 contains 6243 members 
Mstep: Class 20 contains 21562 members 
Mstep: Class 22 contains 13376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26900160.000000 Penalty: 38129.390625
Iteration 24Q: 19 clusters Score -2.690016e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 171734 members 
Mstep: Class 4 contains 12063 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 7 contains 17945 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 6020 members 
Mstep: Class 10 contains 18930 members 
Mstep: Class 11 contains 5982 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 23105 members 
Mstep: Class 15 contains 23087 members 
Mstep: Class 16 contains 38018 members 
Mstep: Class 17 contains 56471 members 
Mstep: Class 18 contains 6956 members 
Mstep: Class 19 contains 6277 members 
Mstep: Class 20 contains 21410 members 
Mstep: Class 22 contains 13585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26900570.000000 Penalty: 38129.390625
Iteration 25Q: 19 clusters Score -2.690057e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 171596 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 7 contains 17919 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 18961 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 13 contains 3468 members 
Mstep: Class 14 contains 23124 members 
Mstep: Class 15 contains 22585 members 
Mstep: Class 16 contains 38004 members 
Mstep: Class 17 contains 57219 members 
Mstep: Class 18 contains 6979 members 
Mstep: Class 19 contains 6311 members 
Mstep: Class 20 contains 21266 members 
Mstep: Class 22 contains 13770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26900948.000000 Penalty: 38129.390625
Iteration 26Q: 19 clusters Score -2.690095e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 171501 members 
Mstep: Class 4 contains 12037 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 7 contains 17853 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 6067 members 
Mstep: Class 10 contains 18988 members 
Mstep: Class 11 contains 6007 members 
Mstep: Class 13 contains 3577 members 
Mstep: Class 14 contains 23147 members 
Mstep: Class 15 contains 22085 members 
Mstep: Class 16 contains 37978 members 
Mstep: Class 17 contains 57935 members 
Mstep: Class 18 contains 6994 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 21115 members 
Mstep: Class 22 contains 13979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26901536.000000 Penalty: 38129.390625
Iteration 27Q: 19 clusters Score -2.690154e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 171460 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 7 contains 17752 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 18999 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 23152 members 
Mstep: Class 15 contains 21603 members 
Mstep: Class 16 contains 37946 members 
Mstep: Class 17 contains 58648 members 
Mstep: Class 18 contains 7007 members 
Mstep: Class 19 contains 6358 members 
Mstep: Class 20 contains 20955 members 
Mstep: Class 22 contains 14223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26902064.000000 Penalty: 38129.390625
Iteration 28Q: 19 clusters Score -2.690206e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 171412 members 
Mstep: Class 4 contains 11999 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 14 contains 23149 members 
Mstep: Class 15 contains 21156 members 
Mstep: Class 16 contains 37905 members 
Mstep: Class 17 contains 59351 members 
Mstep: Class 18 contains 7013 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 20819 members 
Mstep: Class 22 contains 14451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26902464.000000 Penalty: 38129.390625
Iteration 29Q: 19 clusters Score -2.690246e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 171370 members 
Mstep: Class 4 contains 12000 members 
Mstep: Class 5 contains 3804 members 
Mstep: Class 7 contains 17405 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 19023 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 23140 members 
Mstep: Class 15 contains 20697 members 
Mstep: Class 16 contains 37862 members 
Mstep: Class 17 contains 60072 members 
Mstep: Class 18 contains 7022 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 20717 members 
Mstep: Class 22 contains 14693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26903008.000000 Penalty: 38129.390625
Iteration 30Q: 19 clusters Score -2.690301e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 171427 members 
Mstep: Class 4 contains 11972 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 7 contains 17173 members 
Mstep: Class 8 contains 4202 members 
Mstep: Class 9 contains 6160 members 
Mstep: Class 10 contains 19028 members 
Mstep: Class 11 contains 6038 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 14 contains 23112 members 
Mstep: Class 15 contains 20241 members 
Mstep: Class 16 contains 37835 members 
Mstep: Class 17 contains 60778 members 
Mstep: Class 18 contains 7037 members 
Mstep: Class 19 contains 6423 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 22 contains 14937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26903644.000000 Penalty: 38129.390625
Iteration 31Q: 19 clusters Score -2.690364e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 171525 members 
Mstep: Class 4 contains 11948 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 7 contains 16870 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 6200 members 
Mstep: Class 10 contains 19036 members 
Mstep: Class 11 contains 6040 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 14 contains 23091 members 
Mstep: Class 15 contains 19764 members 
Mstep: Class 16 contains 37810 members 
Mstep: Class 17 contains 61402 members 
Mstep: Class 18 contains 7052 members 
Mstep: Class 19 contains 6438 members 
Mstep: Class 20 contains 20515 members 
Mstep: Class 22 contains 15237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26904248.000000 Penalty: 38129.390625
Iteration 32Q: 19 clusters Score -2.690425e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 171669 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 7 contains 16507 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 6231 members 
Mstep: Class 10 contains 19056 members 
Mstep: Class 11 contains 6033 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 23070 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 37797 members 
Mstep: Class 17 contains 62003 members 
Mstep: Class 18 contains 7069 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 20424 members 
Mstep: Class 22 contains 15516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26904804.000000 Penalty: 38129.390625
Iteration 33Q: 19 clusters Score -2.69048e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 171817 members 
Mstep: Class 4 contains 11904 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 6279 members 
Mstep: Class 10 contains 19079 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 23052 members 
Mstep: Class 15 contains 18834 members 
Mstep: Class 16 contains 37794 members 
Mstep: Class 17 contains 62503 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 19 contains 6458 members 
Mstep: Class 20 contains 20332 members 
Mstep: Class 22 contains 15815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26905454.000000 Penalty: 38129.390625
Iteration 34Q: 19 clusters Score -2.690545e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 172017 members 
Mstep: Class 4 contains 11865 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 6325 members 
Mstep: Class 10 contains 19089 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 13 contains 4577 members 
Mstep: Class 14 contains 23023 members 
Mstep: Class 15 contains 18365 members 
Mstep: Class 16 contains 37788 members 
Mstep: Class 17 contains 62993 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 6466 members 
Mstep: Class 20 contains 20238 members 
Mstep: Class 22 contains 16160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26906326.000000 Penalty: 38129.390625
Iteration 35Q: 19 clusters Score -2.690633e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 172233 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 7 contains 15248 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 6374 members 
Mstep: Class 10 contains 19103 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 22996 members 
Mstep: Class 15 contains 17888 members 
Mstep: Class 16 contains 37790 members 
Mstep: Class 17 contains 63463 members 
Mstep: Class 18 contains 7097 members 
Mstep: Class 19 contains 6480 members 
Mstep: Class 20 contains 20133 members 
Mstep: Class 22 contains 16505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26907120.000000 Penalty: 38129.390625
Iteration 36Q: 19 clusters Score -2.690712e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 172449 members 
Mstep: Class 4 contains 11769 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 7 contains 14841 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 10 contains 19103 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 13 contains 4880 members 
Mstep: Class 14 contains 22975 members 
Mstep: Class 15 contains 17350 members 
Mstep: Class 16 contains 37798 members 
Mstep: Class 17 contains 63906 members 
Mstep: Class 18 contains 7106 members 
Mstep: Class 19 contains 6507 members 
Mstep: Class 20 contains 20023 members 
Mstep: Class 22 contains 16875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26908002.000000 Penalty: 38129.390625
Iteration 37Q: 19 clusters Score -2.6908e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 172694 members 
Mstep: Class 4 contains 11747 members 
Mstep: Class 5 contains 3512 members 
Mstep: Class 7 contains 14402 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 9 contains 6497 members 
Mstep: Class 10 contains 19092 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 22937 members 
Mstep: Class 15 contains 16814 members 
Mstep: Class 16 contains 37802 members 
Mstep: Class 17 contains 64288 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 19923 members 
Mstep: Class 22 contains 17296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26909032.000000 Penalty: 38129.390625
Iteration 38Q: 19 clusters Score -2.690903e+07 nChanged 2970
Entering ConstructFrom: 
Score: -26909032.000000 Penalty: 38129.390625
Entering ConstructFrom: 
Trying to split cluster 1 (22537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Entering Unmasked Estep 
Score: -1405265.250000 Penalty: 1628.723511
	Iteration 0F: 2 clusters Score -1405265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1389930.750000 Penalty: 3257.447021
	Iteration 0F: 3 clusters Score -1389931 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1395467.875000 Penalty: 3257.447021
	Iteration 1F: 3 clusters Score -1395468 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1395779.000000 Penalty: 3257.447021
	Iteration 2Q: 3 clusters Score -1395779 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1396053.875000 Penalty: 3257.447021
	Iteration 3Q: 3 clusters Score -1396054 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1396360.750000 Penalty: 3257.447021
	Iteration 4Q: 3 clusters Score -1396361 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1396730.375000 Penalty: 3257.447021
	Iteration 5Q: 3 clusters Score -1396730 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1397283.250000 Penalty: 3257.447021
	Iteration 6Q: 3 clusters Score -1397283 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1398175.375000 Penalty: 3257.447021
	Iteration 7F: 3 clusters Score -1398175 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1399463.375000 Penalty: 3257.447021
	Iteration 8F: 3 clusters Score -1399463 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1400951.750000 Penalty: 3257.447021
	Iteration 9F: 3 clusters Score -1400952 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1402225.250000 Penalty: 3257.447021
	Iteration 10F: 3 clusters Score -1402225 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1403029.875000 Penalty: 3257.447021
	Iteration 11Q: 3 clusters Score -1403030 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1403399.875000 Penalty: 3257.447021
	Iteration 12Q: 3 clusters Score -1403400 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1403580.875000 Penalty: 3257.447021
	Iteration 13Q: 3 clusters Score -1403581 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1403663.625000 Penalty: 3257.447021
	Iteration 14Q: 3 clusters Score -1403664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1403708.625000 Penalty: 3257.447021
	Iteration 15Q: 3 clusters Score -1403709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1403758.500000 Penalty: 3257.447021
	Iteration 16Q: 3 clusters Score -1403758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1403784.250000 Penalty: 3257.447021
	Iteration 17Q: 3 clusters Score -1403784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1403803.125000 Penalty: 3257.447021
	Iteration 18Q: 3 clusters Score -1403803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1403823.750000 Penalty: 3257.447021
	Iteration 19Q: 3 clusters Score -1403824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1403827.375000 Penalty: 3257.447021
	Iteration 20F: 3 clusters Score -1403827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1403830.125000 Penalty: 3257.447021
	Iteration 21Q: 3 clusters Score -1403830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1403831.875000 Penalty: 3257.447021
	Iteration 22Q: 3 clusters Score -1403832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1403831.500000 Penalty: 3257.447021
	Iteration 23Q: 3 clusters Score -1403832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1403831.500000 Penalty: 3257.447021
	Iteration 24F: 3 clusters Score -1403832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172856 members 
Entering Unmasked Estep 
Score: -10528058.000000 Penalty: 1959.784790
	Iteration 0F: 2 clusters Score -1.052806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86484 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -10411844.000000 Penalty: 3919.569580
	Iteration 0F: 3 clusters Score -1.041184e+07 nChanged 83615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -10461319.000000 Penalty: 3919.569580
	Iteration 1F: 3 clusters Score -1.046132e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86434 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -10463054.000000 Penalty: 3919.569580
	Iteration 2Q: 3 clusters Score -1.046305e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -10465729.000000 Penalty: 3919.569580
	Iteration 3Q: 3 clusters Score -1.046573e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Mstep: Class 2 contains 86892 members 
Entering Unmasked Estep 
Score: -10469952.000000 Penalty: 3919.569580
	Iteration 4Q: 3 clusters Score -1.046995e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -10476283.000000 Penalty: 3919.569580
	Iteration 5F: 3 clusters Score -1.047628e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -10484179.000000 Penalty: 3919.569580
	Iteration 6F: 3 clusters Score -1.048418e+07 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -10493407.000000 Penalty: 3919.569580
	Iteration 7F: 3 clusters Score -1.049341e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 98058 members 
Entering Unmasked Estep 
Score: -10502579.000000 Penalty: 3919.569580
	Iteration 8F: 3 clusters Score -1.050258e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 102150 members 
Entering Unmasked Estep 
Score: -10510209.000000 Penalty: 3919.569580
	Iteration 9F: 3 clusters Score -1.051021e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 105822 members 
Entering Unmasked Estep 
Score: -10515598.000000 Penalty: 3919.569580
	Iteration 10Q: 3 clusters Score -1.05156e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 108964 members 
Entering Unmasked Estep 
Score: -10519748.000000 Penalty: 3919.569580
	Iteration 11Q: 3 clusters Score -1.051975e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 111399 members 
Entering Unmasked Estep 
Score: -10523114.000000 Penalty: 3919.569580
	Iteration 12Q: 3 clusters Score -1.052311e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 112994 members 
Entering Unmasked Estep 
Score: -10525482.000000 Penalty: 3919.569580
	Iteration 13Q: 3 clusters Score -1.052548e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -10527256.000000 Penalty: 3919.569580
	Iteration 14Q: 3 clusters Score -1.052726e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -10528638.000000 Penalty: 3919.569580
	Iteration 15Q: 3 clusters Score -1.052864e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -10530051.000000 Penalty: 3919.569580
	Iteration 16Q: 3 clusters Score -1.053005e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 113884 members 
Entering Unmasked Estep 
Score: -10531340.000000 Penalty: 3919.569580
	Iteration 17Q: 3 clusters Score -1.053134e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 113261 members 
Entering Unmasked Estep 
Score: -10532536.000000 Penalty: 3919.569580
	Iteration 18Q: 3 clusters Score -1.053254e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -10533338.000000 Penalty: 3919.569580
	Iteration 19Q: 3 clusters Score -1.053334e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -10533942.000000 Penalty: 3919.569580
	Iteration 20F: 3 clusters Score -1.053394e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 111200 members 
Entering Unmasked Estep 
Score: -10534356.000000 Penalty: 3919.569580
	Iteration 21Q: 3 clusters Score -1.053436e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 110590 members 
Entering Unmasked Estep 
Score: -10534667.000000 Penalty: 3919.569580
	Iteration 22Q: 3 clusters Score -1.053467e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 110110 members 
Entering Unmasked Estep 
Score: -10534940.000000 Penalty: 3919.569580
	Iteration 23Q: 3 clusters Score -1.053494e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 109695 members 
Entering Unmasked Estep 
Score: -10534995.000000 Penalty: 3919.569580
	Iteration 24Q: 3 clusters Score -1.0535e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 109346 members 
Entering Unmasked Estep 
Score: -10535038.000000 Penalty: 3919.569580
	Iteration 25Q: 3 clusters Score -1.053504e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -10535044.000000 Penalty: 3919.569580
	Iteration 26Q: 3 clusters Score -1.053504e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 108793 members 
Entering Unmasked Estep 
Score: -10535091.000000 Penalty: 3919.569580
	Iteration 27Q: 3 clusters Score -1.053509e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 108569 members 
Entering Unmasked Estep 
Score: -10535112.000000 Penalty: 3919.569580
	Iteration 28Q: 3 clusters Score -1.053511e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 108368 members 
Entering Unmasked Estep 
Score: -10535135.000000 Penalty: 3919.569580
	Iteration 29Q: 3 clusters Score -1.053514e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 108212 members 
Entering Unmasked Estep 
Score: -10535142.000000 Penalty: 3919.569580
	Iteration 30Q: 3 clusters Score -1.053514e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 108068 members 
Entering Unmasked Estep 
Score: -10535151.000000 Penalty: 3919.569580
	Iteration 31Q: 3 clusters Score -1.053515e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 107921 members 
Entering Unmasked Estep 
Score: -10535174.000000 Penalty: 3919.569580
	Iteration 32Q: 3 clusters Score -1.053517e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 107779 members 
Entering Unmasked Estep 
Score: -10535184.000000 Penalty: 3919.569580
	Iteration 33Q: 3 clusters Score -1.053518e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -10535184.000000 Penalty: 3919.569580
	Iteration 34Q: 3 clusters Score -1.053518e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
Score: -10535189.000000 Penalty: 3919.569580
	Iteration 35Q: 3 clusters Score -1.053519e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -10535211.000000 Penalty: 3919.569580
	Iteration 36Q: 3 clusters Score -1.053521e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 107331 members 
Entering Unmasked Estep 
Score: -10535199.000000 Penalty: 3919.569580
	Iteration 37Q: 3 clusters Score -1.05352e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 107235 members 
Entering Unmasked Estep 
Score: -10535249.000000 Penalty: 3919.569580
	Iteration 38Q: 3 clusters Score -1.053525e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 107139 members 
Entering Unmasked Estep 
Score: -10535268.000000 Penalty: 3919.569580
	Iteration 39Q: 3 clusters Score -1.053527e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -10535262.000000 Penalty: 3919.569580
	Iteration 40F: 3 clusters Score -1.053526e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -10535281.000000 Penalty: 3919.569580
	Iteration 41Q: 3 clusters Score -1.053528e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 106910 members 
Entering Unmasked Estep 
Score: -10535254.000000 Penalty: 3919.569580
	Iteration 42Q: 3 clusters Score -1.053525e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -10535224.000000 Penalty: 3919.569580
	Iteration 43Q: 3 clusters Score -1.053522e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -10535228.000000 Penalty: 3919.569580
	Iteration 44Q: 3 clusters Score -1.053523e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -10535230.000000 Penalty: 3919.569580
	Iteration 45Q: 3 clusters Score -1.053523e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -10535250.000000 Penalty: 3919.569580
	Iteration 46Q: 3 clusters Score -1.053525e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 106626 members 
Entering Unmasked Estep 
Score: -10535274.000000 Penalty: 3919.569580
	Iteration 47Q: 3 clusters Score -1.053527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -10535280.000000 Penalty: 3919.569580
	Iteration 48Q: 3 clusters Score -1.053528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -10535268.000000 Penalty: 3919.569580
	Iteration 49Q: 3 clusters Score -1.053527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 106506 members 
Entering Unmasked Estep 
Score: -10535289.000000 Penalty: 3919.569580
	Iteration 50Q: 3 clusters Score -1.053529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 106477 members 
Entering Unmasked Estep 
Score: -10535289.000000 Penalty: 3919.569580
	Iteration 51Q: 3 clusters Score -1.053529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -10535297.000000 Penalty: 3919.569580
	Iteration 52Q: 3 clusters Score -1.05353e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 106411 members 
Entering Unmasked Estep 
Score: -10535302.000000 Penalty: 3919.569580
	Iteration 53Q: 3 clusters Score -1.05353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 106388 members 
Entering Unmasked Estep 
Score: -10535290.000000 Penalty: 3919.569580
	Iteration 54Q: 3 clusters Score -1.053529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 106375 members 
Entering Unmasked Estep 
Score: -10535297.000000 Penalty: 3919.569580
	Iteration 55Q: 3 clusters Score -1.05353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
Score: -10535294.000000 Penalty: 3919.569580
	Iteration 56Q: 3 clusters Score -1.053529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 106336 members 
Entering Unmasked Estep 
Score: -10535292.000000 Penalty: 3919.569580
	Iteration 57Q: 3 clusters Score -1.053529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -10535303.000000 Penalty: 3919.569580
	Iteration 58Q: 3 clusters Score -1.05353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -10535301.000000 Penalty: 3919.569580
	Iteration 59Q: 3 clusters Score -1.05353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 106282 members 
Entering Unmasked Estep 
Score: -10535311.000000 Penalty: 3919.569580
	Iteration 60F: 3 clusters Score -1.053531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -10535318.000000 Penalty: 3919.569580
	Iteration 61Q: 3 clusters Score -1.053532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 106252 members 
Entering Unmasked Estep 
Score: -10535324.000000 Penalty: 3919.569580
	Iteration 62Q: 3 clusters Score -1.053532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 106247 members 
Entering Unmasked Estep 
Score: -10535323.000000 Penalty: 3919.569580
	Iteration 63Q: 3 clusters Score -1.053532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -10535331.000000 Penalty: 3919.569580
	Iteration 64Q: 3 clusters Score -1.053533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 106237 members 
Entering Unmasked Estep 
Score: -10535323.000000 Penalty: 3919.569580
	Iteration 65Q: 3 clusters Score -1.053532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -10535316.000000 Penalty: 3919.569580
	Iteration 66Q: 3 clusters Score -1.053532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -10535308.000000 Penalty: 3919.569580
	Iteration 67Q: 3 clusters Score -1.053531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 106229 members 
Entering Unmasked Estep 
Score: -10535311.000000 Penalty: 3919.569580
	Iteration 68Q: 3 clusters Score -1.053531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 106227 members 
Entering Unmasked Estep 
Score: -10535313.000000 Penalty: 3919.569580
	Iteration 69Q: 3 clusters Score -1.053531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 106224 members 
Entering Unmasked Estep 
Score: -10535309.000000 Penalty: 3919.569580
	Iteration 70Q: 3 clusters Score -1.053531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 106222 members 
Entering Unmasked Estep 
Score: -10535304.000000 Penalty: 3919.569580
	Iteration 71Q: 3 clusters Score -1.05353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 106220 members 
Entering Unmasked Estep 
Score: -10535305.000000 Penalty: 3919.569580
	Iteration 72Q: 3 clusters Score -1.05353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 106218 members 
Entering Unmasked Estep 
Score: -10535308.000000 Penalty: 3919.569580
	Iteration 73Q: 3 clusters Score -1.053531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 106215 members 
Entering Unmasked Estep 
Score: -10535301.000000 Penalty: 3919.569580
	Iteration 74Q: 3 clusters Score -1.05353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 106212 members 
Entering Unmasked Estep 
Score: -10535303.000000 Penalty: 3919.569580
	Iteration 75Q: 3 clusters Score -1.05353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 106210 members 
Entering Unmasked Estep 
Score: -10535309.000000 Penalty: 3919.569580
	Iteration 76Q: 3 clusters Score -1.053531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 106207 members 
Entering Unmasked Estep 
Score: -10535311.000000 Penalty: 3919.569580
	Iteration 77Q: 3 clusters Score -1.053531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 106200 members 
Entering Unmasked Estep 
Score: -10535316.000000 Penalty: 3919.569580
	Iteration 78Q: 3 clusters Score -1.053532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -10535324.000000 Penalty: 3919.569580
	Iteration 79Q: 3 clusters Score -1.053532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -10535326.000000 Penalty: 3919.569580
	Iteration 80F: 3 clusters Score -1.053533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 106186 members 
Entering Unmasked Estep 
Score: -10535327.000000 Penalty: 3919.569580
	Iteration 81Q: 3 clusters Score -1.053533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -10535328.000000 Penalty: 3919.569580
	Iteration 82Q: 3 clusters Score -1.053533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
Score: -10535322.000000 Penalty: 3919.569580
	Iteration 83Q: 3 clusters Score -1.053532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 106181 members 
Entering Unmasked Estep 
Score: -10535319.000000 Penalty: 3919.569580
	Iteration 84Q: 3 clusters Score -1.053532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -10535319.000000 Penalty: 3919.569580
	Iteration 85Q: 3 clusters Score -1.053532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
Score: -10535318.000000 Penalty: 3919.569580
	Iteration 86Q: 3 clusters Score -1.053532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
Score: -10535318.000000 Penalty: 3919.569580
	Iteration 87F: 3 clusters Score -1.053532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 66677 members 
Mstep: Class 3 contains 106179 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 3462 members 
Mstep: Class 7 contains 14068 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 19058 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 13 contains 5177 members 
Mstep: Class 14 contains 22913 members 
Mstep: Class 15 contains 16294 members 
Mstep: Class 16 contains 37827 members 
Mstep: Class 17 contains 64651 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 19874 members 
Mstep: Class 22 contains 17684 members 
Entering Unmasked Estep 
Score: -26916024.000000 Penalty: 40247.691406
Splitting cluster 2 changes total score from -26909032.000000 to -26916024.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (11724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Entering Unmasked Estep 
Score: -695864.937500 Penalty: 1522.526367
	Iteration 0F: 2 clusters Score -695864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -687607.875000 Penalty: 3045.052734
	Iteration 0F: 3 clusters Score -687607.9 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -690452.750000 Penalty: 3045.052734
	Iteration 1F: 3 clusters Score -690452.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -690824.875000 Penalty: 3045.052734
	Iteration 2F: 3 clusters Score -690824.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -691168.500000 Penalty: 3045.052734
	Iteration 3F: 3 clusters Score -691168.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -691490.500000 Penalty: 3045.052734
	Iteration 4F: 3 clusters Score -691490.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -691873.625000 Penalty: 3045.052734
	Iteration 5F: 3 clusters Score -691873.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -692336.625000 Penalty: 3045.052734
	Iteration 6F: 3 clusters Score -692336.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -692802.687500 Penalty: 3045.052734
	Iteration 7F: 3 clusters Score -692802.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -693323.687500 Penalty: 3045.052734
	Iteration 8F: 3 clusters Score -693323.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -693842.687500 Penalty: 3045.052734
	Iteration 9F: 3 clusters Score -693842.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -694332.812500 Penalty: 3045.052734
	Iteration 10Q: 3 clusters Score -694332.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -694661.062500 Penalty: 3045.052734
	Iteration 11Q: 3 clusters Score -694661.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -694872.250000 Penalty: 3045.052734
	Iteration 12Q: 3 clusters Score -694872.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -695027.812500 Penalty: 3045.052734
	Iteration 13Q: 3 clusters Score -695027.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -695144.562500 Penalty: 3045.052734
	Iteration 14Q: 3 clusters Score -695144.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -695224.562500 Penalty: 3045.052734
	Iteration 15Q: 3 clusters Score -695224.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -695280.687500 Penalty: 3045.052734
	Iteration 16Q: 3 clusters Score -695280.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -695328.125000 Penalty: 3045.052734
	Iteration 17Q: 3 clusters Score -695328.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -695366.500000 Penalty: 3045.052734
	Iteration 18Q: 3 clusters Score -695366.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -695394.500000 Penalty: 3045.052734
	Iteration 19Q: 3 clusters Score -695394.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -695411.125000 Penalty: 3045.052734
	Iteration 20F: 3 clusters Score -695411.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -695430.437500 Penalty: 3045.052734
	Iteration 21Q: 3 clusters Score -695430.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -695444.125000 Penalty: 3045.052734
	Iteration 22Q: 3 clusters Score -695444.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -695455.937500 Penalty: 3045.052734
	Iteration 23Q: 3 clusters Score -695455.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -695469.250000 Penalty: 3045.052734
	Iteration 24Q: 3 clusters Score -695469.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -695475.437500 Penalty: 3045.052734
	Iteration 25Q: 3 clusters Score -695475.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -695481.437500 Penalty: 3045.052734
	Iteration 26Q: 3 clusters Score -695481.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -695487.312500 Penalty: 3045.052734
	Iteration 27Q: 3 clusters Score -695487.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -695490.062500 Penalty: 3045.052734
	Iteration 28Q: 3 clusters Score -695490.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -695493.687500 Penalty: 3045.052734
	Iteration 29Q: 3 clusters Score -695493.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -695494.875000 Penalty: 3045.052734
	Iteration 30Q: 3 clusters Score -695494.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -695496.500000 Penalty: 3045.052734
	Iteration 31Q: 3 clusters Score -695496.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -695498.687500 Penalty: 3045.052734
	Iteration 32Q: 3 clusters Score -695498.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -695501.125000 Penalty: 3045.052734
	Iteration 33Q: 3 clusters Score -695501.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -695504.187500 Penalty: 3045.052734
	Iteration 34Q: 3 clusters Score -695504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -695506.812500 Penalty: 3045.052734
	Iteration 35Q: 3 clusters Score -695506.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -695507.562500 Penalty: 3045.052734
	Iteration 36Q: 3 clusters Score -695507.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -695511.875000 Penalty: 3045.052734
	Iteration 37Q: 3 clusters Score -695511.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -695515.312500 Penalty: 3045.052734
	Iteration 38Q: 3 clusters Score -695515.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -695519.937500 Penalty: 3045.052734
	Iteration 39Q: 3 clusters Score -695519.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -695524.937500 Penalty: 3045.052734
	Iteration 40F: 3 clusters Score -695524.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -695527.500000 Penalty: 3045.052734
	Iteration 41Q: 3 clusters Score -695527.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -695530.687500 Penalty: 3045.052734
	Iteration 42Q: 3 clusters Score -695530.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -695535.437500 Penalty: 3045.052734
	Iteration 43Q: 3 clusters Score -695535.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -695535.062500 Penalty: 3045.052734
	Iteration 44Q: 3 clusters Score -695535.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -695537.500000 Penalty: 3045.052734
	Iteration 45Q: 3 clusters Score -695537.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -695539.312500 Penalty: 3045.052734
	Iteration 46Q: 3 clusters Score -695539.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -695541.375000 Penalty: 3045.052734
	Iteration 47Q: 3 clusters Score -695541.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -695543.562500 Penalty: 3045.052734
	Iteration 48Q: 3 clusters Score -695543.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -695546.375000 Penalty: 3045.052734
	Iteration 49Q: 3 clusters Score -695546.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -695546.562500 Penalty: 3045.052734
	Iteration 50Q: 3 clusters Score -695546.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -695547.562500 Penalty: 3045.052734
	Iteration 51Q: 3 clusters Score -695547.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -695549.625000 Penalty: 3045.052734
	Iteration 52Q: 3 clusters Score -695549.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -695554.125000 Penalty: 3045.052734
	Iteration 53Q: 3 clusters Score -695554.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -695557.812500 Penalty: 3045.052734
	Iteration 54Q: 3 clusters Score -695557.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -695560.500000 Penalty: 3045.052734
	Iteration 55Q: 3 clusters Score -695560.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -695564.937500 Penalty: 3045.052734
	Iteration 56Q: 3 clusters Score -695564.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -695566.312500 Penalty: 3045.052734
	Iteration 57Q: 3 clusters Score -695566.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -695569.500000 Penalty: 3045.052734
	Iteration 58Q: 3 clusters Score -695569.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -695572.687500 Penalty: 3045.052734
	Iteration 59Q: 3 clusters Score -695572.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -695573.750000 Penalty: 3045.052734
	Iteration 60F: 3 clusters Score -695573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -695574.750000 Penalty: 3045.052734
	Iteration 61Q: 3 clusters Score -695574.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -695573.625000 Penalty: 3045.052734
	Iteration 62Q: 3 clusters Score -695573.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -695576.000000 Penalty: 3045.052734
	Iteration 63Q: 3 clusters Score -695576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -695578.312500 Penalty: 3045.052734
	Iteration 64Q: 3 clusters Score -695578.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -695577.875000 Penalty: 3045.052734
	Iteration 65Q: 3 clusters Score -695577.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -695584.750000 Penalty: 3045.052734
	Iteration 66Q: 3 clusters Score -695584.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -695586.062500 Penalty: 3045.052734
	Iteration 67Q: 3 clusters Score -695586.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -695588.000000 Penalty: 3045.052734
	Iteration 68Q: 3 clusters Score -695588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -695588.812500 Penalty: 3045.052734
	Iteration 69Q: 3 clusters Score -695588.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -695594.437500 Penalty: 3045.052734
	Iteration 70Q: 3 clusters Score -695594.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -695597.250000 Penalty: 3045.052734
	Iteration 71Q: 3 clusters Score -695597.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -695598.812500 Penalty: 3045.052734
	Iteration 72Q: 3 clusters Score -695598.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -695598.375000 Penalty: 3045.052734
	Iteration 73Q: 3 clusters Score -695598.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -695600.625000 Penalty: 3045.052734
	Iteration 74Q: 3 clusters Score -695600.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -695602.687500 Penalty: 3045.052734
	Iteration 75Q: 3 clusters Score -695602.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -695604.000000 Penalty: 3045.052734
	Iteration 76Q: 3 clusters Score -695604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -695606.812500 Penalty: 3045.052734
	Iteration 77Q: 3 clusters Score -695606.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -695612.312500 Penalty: 3045.052734
	Iteration 78Q: 3 clusters Score -695612.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -695617.687500 Penalty: 3045.052734
	Iteration 79Q: 3 clusters Score -695617.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -695621.437500 Penalty: 3045.052734
	Iteration 80F: 3 clusters Score -695621.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -695627.812500 Penalty: 3045.052734
	Iteration 81Q: 3 clusters Score -695627.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -695634.125000 Penalty: 3045.052734
	Iteration 82Q: 3 clusters Score -695634.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -695637.812500 Penalty: 3045.052734
	Iteration 83Q: 3 clusters Score -695637.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -695642.187500 Penalty: 3045.052734
	Iteration 84Q: 3 clusters Score -695642.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -695645.625000 Penalty: 3045.052734
	Iteration 85Q: 3 clusters Score -695645.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -695648.625000 Penalty: 3045.052734
	Iteration 86Q: 3 clusters Score -695648.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -695648.437500 Penalty: 3045.052734
	Iteration 87Q: 3 clusters Score -695648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -695650.937500 Penalty: 3045.052734
	Iteration 88Q: 3 clusters Score -695650.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -695651.250000 Penalty: 3045.052734
	Iteration 89Q: 3 clusters Score -695651.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -695652.437500 Penalty: 3045.052734
	Iteration 90Q: 3 clusters Score -695652.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -695654.187500 Penalty: 3045.052734
	Iteration 91Q: 3 clusters Score -695654.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -695655.625000 Penalty: 3045.052734
	Iteration 92Q: 3 clusters Score -695655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -695657.500000 Penalty: 3045.052734
	Iteration 93Q: 3 clusters Score -695657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -695658.312500 Penalty: 3045.052734
	Iteration 94Q: 3 clusters Score -695658.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -695658.937500 Penalty: 3045.052734
	Iteration 95Q: 3 clusters Score -695658.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -695659.375000 Penalty: 3045.052734
	Iteration 96Q: 3 clusters Score -695659.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -695658.062500 Penalty: 3045.052734
	Iteration 97Q: 3 clusters Score -695658.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -695661.562500 Penalty: 3045.052734
	Iteration 98Q: 3 clusters Score -695661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -695661.625000 Penalty: 3045.052734
	Iteration 99Q: 3 clusters Score -695661.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -695662.562500 Penalty: 3045.052734
	Iteration 100F: 3 clusters Score -695662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -695661.187500 Penalty: 3045.052734
	Iteration 101Q: 3 clusters Score -695661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -695661.875000 Penalty: 3045.052734
	Iteration 102Q: 3 clusters Score -695661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -695662.500000 Penalty: 3045.052734
	Iteration 103Q: 3 clusters Score -695662.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -695663.125000 Penalty: 3045.052734
	Iteration 104Q: 3 clusters Score -695663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -695663.937500 Penalty: 3045.052734
	Iteration 105Q: 3 clusters Score -695663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -695664.062500 Penalty: 3045.052734
	Iteration 106Q: 3 clusters Score -695664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -695664.125000 Penalty: 3045.052734
	Iteration 107Q: 3 clusters Score -695664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -695664.000000 Penalty: 3045.052734
	Iteration 108Q: 3 clusters Score -695664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -695664.000000 Penalty: 3045.052734
	Iteration 109F: 3 clusters Score -695664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -184495.531250 Penalty: 1324.310303
	Iteration 0F: 2 clusters Score -184495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -181518.437500 Penalty: 2648.620605
	Iteration 0F: 3 clusters Score -181518.4 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -182525.734375 Penalty: 2648.620605
	Iteration 1F: 3 clusters Score -182525.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -183129.593750 Penalty: 2648.620605
	Iteration 2F: 3 clusters Score -183129.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -183660.640625 Penalty: 2648.620605
	Iteration 3F: 3 clusters Score -183660.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -183950.468750 Penalty: 2648.620605
	Iteration 4F: 3 clusters Score -183950.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -184073.875000 Penalty: 2648.620605
	Iteration 5Q: 3 clusters Score -184073.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -184155.859375 Penalty: 2648.620605
	Iteration 6Q: 3 clusters Score -184155.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -184208.765625 Penalty: 2648.620605
	Iteration 7Q: 3 clusters Score -184208.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -184233.671875 Penalty: 2648.620605
	Iteration 8Q: 3 clusters Score -184233.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -184251.625000 Penalty: 2648.620605
	Iteration 9Q: 3 clusters Score -184251.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -184263.546875 Penalty: 2648.620605
	Iteration 10Q: 3 clusters Score -184263.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -184274.375000 Penalty: 2648.620605
	Iteration 11Q: 3 clusters Score -184274.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -184285.796875 Penalty: 2648.620605
	Iteration 12Q: 3 clusters Score -184285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -184295.218750 Penalty: 2648.620605
	Iteration 13Q: 3 clusters Score -184295.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184299.781250 Penalty: 2648.620605
	Iteration 14Q: 3 clusters Score -184299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -184303.203125 Penalty: 2648.620605
	Iteration 15Q: 3 clusters Score -184303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -184305.218750 Penalty: 2648.620605
	Iteration 16Q: 3 clusters Score -184305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -184308.578125 Penalty: 2648.620605
	Iteration 17Q: 3 clusters Score -184308.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -184311.515625 Penalty: 2648.620605
	Iteration 18Q: 3 clusters Score -184311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -184314.203125 Penalty: 2648.620605
	Iteration 19Q: 3 clusters Score -184314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -184315.593750 Penalty: 2648.620605
	Iteration 20F: 3 clusters Score -184315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -184318.156250 Penalty: 2648.620605
	Iteration 21Q: 3 clusters Score -184318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -184321.250000 Penalty: 2648.620605
	Iteration 22Q: 3 clusters Score -184321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -184321.859375 Penalty: 2648.620605
	Iteration 23Q: 3 clusters Score -184321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -184322.156250 Penalty: 2648.620605
	Iteration 24Q: 3 clusters Score -184322.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -184322.156250 Penalty: 2648.620605
	Iteration 25F: 3 clusters Score -184322.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Entering Unmasked Estep 
Score: -882571.062500 Penalty: 1552.144409
	Iteration 0F: 2 clusters Score -882571.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -872733.625000 Penalty: 3104.288818
	Iteration 0F: 3 clusters Score -872733.6 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -876218.812500 Penalty: 3104.288818
	Iteration 1F: 3 clusters Score -876218.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -876528.875000 Penalty: 3104.288818
	Iteration 2F: 3 clusters Score -876528.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -876778.562500 Penalty: 3104.288818
	Iteration 3Q: 3 clusters Score -876778.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -877026.750000 Penalty: 3104.288818
	Iteration 4Q: 3 clusters Score -877026.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -877289.125000 Penalty: 3104.288818
	Iteration 5Q: 3 clusters Score -877289.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -877586.250000 Penalty: 3104.288818
	Iteration 6Q: 3 clusters Score -877586.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -877909.062500 Penalty: 3104.288818
	Iteration 7Q: 3 clusters Score -877909.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -878293.187500 Penalty: 3104.288818
	Iteration 8Q: 3 clusters Score -878293.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -878642.562500 Penalty: 3104.288818
	Iteration 9Q: 3 clusters Score -878642.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -878912.875000 Penalty: 3104.288818
	Iteration 10Q: 3 clusters Score -878912.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -879084.937500 Penalty: 3104.288818
	Iteration 11Q: 3 clusters Score -879084.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -879171.062500 Penalty: 3104.288818
	Iteration 12Q: 3 clusters Score -879171.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -879221.812500 Penalty: 3104.288818
	Iteration 13Q: 3 clusters Score -879221.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -879245.125000 Penalty: 3104.288818
	Iteration 14Q: 3 clusters Score -879245.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -879260.812500 Penalty: 3104.288818
	Iteration 15Q: 3 clusters Score -879260.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -879274.062500 Penalty: 3104.288818
	Iteration 16Q: 3 clusters Score -879274.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -879284.000000 Penalty: 3104.288818
	Iteration 17Q: 3 clusters Score -879284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -879297.125000 Penalty: 3104.288818
	Iteration 18Q: 3 clusters Score -879297.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -879309.312500 Penalty: 3104.288818
	Iteration 19Q: 3 clusters Score -879309.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -879314.937500 Penalty: 3104.288818
	Iteration 20F: 3 clusters Score -879314.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -879321.187500 Penalty: 3104.288818
	Iteration 21Q: 3 clusters Score -879321.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -879322.562500 Penalty: 3104.288818
	Iteration 22Q: 3 clusters Score -879322.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -879331.375000 Penalty: 3104.288818
	Iteration 23Q: 3 clusters Score -879331.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -879332.187500 Penalty: 3104.288818
	Iteration 24Q: 3 clusters Score -879332.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -879335.062500 Penalty: 3104.288818
	Iteration 25Q: 3 clusters Score -879335.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -879342.750000 Penalty: 3104.288818
	Iteration 26Q: 3 clusters Score -879342.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -879343.437500 Penalty: 3104.288818
	Iteration 27Q: 3 clusters Score -879343.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -879347.375000 Penalty: 3104.288818
	Iteration 28Q: 3 clusters Score -879347.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -879353.437500 Penalty: 3104.288818
	Iteration 29Q: 3 clusters Score -879353.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -879357.562500 Penalty: 3104.288818
	Iteration 30Q: 3 clusters Score -879357.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -879364.437500 Penalty: 3104.288818
	Iteration 31Q: 3 clusters Score -879364.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -879365.312500 Penalty: 3104.288818
	Iteration 32Q: 3 clusters Score -879365.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -879374.750000 Penalty: 3104.288818
	Iteration 33Q: 3 clusters Score -879374.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -879377.312500 Penalty: 3104.288818
	Iteration 34Q: 3 clusters Score -879377.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -879378.750000 Penalty: 3104.288818
	Iteration 35Q: 3 clusters Score -879378.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -879385.187500 Penalty: 3104.288818
	Iteration 36Q: 3 clusters Score -879385.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -879387.750000 Penalty: 3104.288818
	Iteration 37Q: 3 clusters Score -879387.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -879395.250000 Penalty: 3104.288818
	Iteration 38Q: 3 clusters Score -879395.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -879397.000000 Penalty: 3104.288818
	Iteration 39Q: 3 clusters Score -879397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -879399.875000 Penalty: 3104.288818
	Iteration 40F: 3 clusters Score -879399.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -879409.250000 Penalty: 3104.288818
	Iteration 41Q: 3 clusters Score -879409.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -879414.000000 Penalty: 3104.288818
	Iteration 42Q: 3 clusters Score -879414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -879419.125000 Penalty: 3104.288818
	Iteration 43Q: 3 clusters Score -879419.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -879422.875000 Penalty: 3104.288818
	Iteration 44Q: 3 clusters Score -879422.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -879431.875000 Penalty: 3104.288818
	Iteration 45Q: 3 clusters Score -879431.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -879435.625000 Penalty: 3104.288818
	Iteration 46Q: 3 clusters Score -879435.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -879443.562500 Penalty: 3104.288818
	Iteration 47Q: 3 clusters Score -879443.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -879450.937500 Penalty: 3104.288818
	Iteration 48Q: 3 clusters Score -879450.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -879459.812500 Penalty: 3104.288818
	Iteration 49Q: 3 clusters Score -879459.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -879472.875000 Penalty: 3104.288818
	Iteration 50Q: 3 clusters Score -879472.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -879486.062500 Penalty: 3104.288818
	Iteration 51Q: 3 clusters Score -879486.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -879503.062500 Penalty: 3104.288818
	Iteration 52Q: 3 clusters Score -879503.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -879521.437500 Penalty: 3104.288818
	Iteration 53Q: 3 clusters Score -879521.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -879547.750000 Penalty: 3104.288818
	Iteration 54Q: 3 clusters Score -879547.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -879573.062500 Penalty: 3104.288818
	Iteration 55Q: 3 clusters Score -879573.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -879607.125000 Penalty: 3104.288818
	Iteration 56Q: 3 clusters Score -879607.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -879639.375000 Penalty: 3104.288818
	Iteration 57Q: 3 clusters Score -879639.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -879675.437500 Penalty: 3104.288818
	Iteration 58Q: 3 clusters Score -879675.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -879702.937500 Penalty: 3104.288818
	Iteration 59Q: 3 clusters Score -879702.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -879733.250000 Penalty: 3104.288818
	Iteration 60F: 3 clusters Score -879733.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -879766.437500 Penalty: 3104.288818
	Iteration 61Q: 3 clusters Score -879766.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -879806.937500 Penalty: 3104.288818
	Iteration 62Q: 3 clusters Score -879806.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -879857.437500 Penalty: 3104.288818
	Iteration 63Q: 3 clusters Score -879857.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -879912.250000 Penalty: 3104.288818
	Iteration 64Q: 3 clusters Score -879912.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -879957.875000 Penalty: 3104.288818
	Iteration 65Q: 3 clusters Score -879957.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -880002.500000 Penalty: 3104.288818
	Iteration 66Q: 3 clusters Score -880002.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -880045.250000 Penalty: 3104.288818
	Iteration 67Q: 3 clusters Score -880045.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -880086.500000 Penalty: 3104.288818
	Iteration 68Q: 3 clusters Score -880086.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -880132.500000 Penalty: 3104.288818
	Iteration 69Q: 3 clusters Score -880132.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -880182.062500 Penalty: 3104.288818
	Iteration 70Q: 3 clusters Score -880182.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -880235.250000 Penalty: 3104.288818
	Iteration 71Q: 3 clusters Score -880235.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -880290.312500 Penalty: 3104.288818
	Iteration 72Q: 3 clusters Score -880290.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -880343.812500 Penalty: 3104.288818
	Iteration 73Q: 3 clusters Score -880343.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -880396.062500 Penalty: 3104.288818
	Iteration 74Q: 3 clusters Score -880396.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -880449.062500 Penalty: 3104.288818
	Iteration 75Q: 3 clusters Score -880449.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -880502.812500 Penalty: 3104.288818
	Iteration 76Q: 3 clusters Score -880502.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -880556.375000 Penalty: 3104.288818
	Iteration 77Q: 3 clusters Score -880556.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -880615.562500 Penalty: 3104.288818
	Iteration 78Q: 3 clusters Score -880615.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -880665.750000 Penalty: 3104.288818
	Iteration 79Q: 3 clusters Score -880665.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -880703.625000 Penalty: 3104.288818
	Iteration 80F: 3 clusters Score -880703.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -880741.625000 Penalty: 3104.288818
	Iteration 81Q: 3 clusters Score -880741.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -880776.875000 Penalty: 3104.288818
	Iteration 82Q: 3 clusters Score -880776.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -880814.562500 Penalty: 3104.288818
	Iteration 83Q: 3 clusters Score -880814.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -880857.375000 Penalty: 3104.288818
	Iteration 84Q: 3 clusters Score -880857.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -880901.687500 Penalty: 3104.288818
	Iteration 85Q: 3 clusters Score -880901.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -880936.625000 Penalty: 3104.288818
	Iteration 86Q: 3 clusters Score -880936.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -880969.687500 Penalty: 3104.288818
	Iteration 87Q: 3 clusters Score -880969.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -881008.062500 Penalty: 3104.288818
	Iteration 88Q: 3 clusters Score -881008.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -881049.187500 Penalty: 3104.288818
	Iteration 89Q: 3 clusters Score -881049.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -881084.250000 Penalty: 3104.288818
	Iteration 90Q: 3 clusters Score -881084.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -881121.000000 Penalty: 3104.288818
	Iteration 91Q: 3 clusters Score -881121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -881164.875000 Penalty: 3104.288818
	Iteration 92Q: 3 clusters Score -881164.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -881195.937500 Penalty: 3104.288818
	Iteration 93Q: 3 clusters Score -881195.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -881237.312500 Penalty: 3104.288818
	Iteration 94Q: 3 clusters Score -881237.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -881259.562500 Penalty: 3104.288818
	Iteration 95Q: 3 clusters Score -881259.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -881280.562500 Penalty: 3104.288818
	Iteration 96Q: 3 clusters Score -881280.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -881299.937500 Penalty: 3104.288818
	Iteration 97Q: 3 clusters Score -881299.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -881318.062500 Penalty: 3104.288818
	Iteration 98Q: 3 clusters Score -881318.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -881341.062500 Penalty: 3104.288818
	Iteration 99Q: 3 clusters Score -881341.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -881368.500000 Penalty: 3104.288818
	Iteration 100F: 3 clusters Score -881368.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -881401.000000 Penalty: 3104.288818
	Iteration 101Q: 3 clusters Score -881401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -881425.062500 Penalty: 3104.288818
	Iteration 102Q: 3 clusters Score -881425.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -881449.250000 Penalty: 3104.288818
	Iteration 103Q: 3 clusters Score -881449.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -881471.187500 Penalty: 3104.288818
	Iteration 104Q: 3 clusters Score -881471.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -881482.187500 Penalty: 3104.288818
	Iteration 105Q: 3 clusters Score -881482.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -881488.562500 Penalty: 3104.288818
	Iteration 106Q: 3 clusters Score -881488.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -881495.375000 Penalty: 3104.288818
	Iteration 107Q: 3 clusters Score -881495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -881499.000000 Penalty: 3104.288818
	Iteration 108Q: 3 clusters Score -881499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -881500.312500 Penalty: 3104.288818
	Iteration 109Q: 3 clusters Score -881500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -881500.437500 Penalty: 3104.288818
	Iteration 110Q: 3 clusters Score -881500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -881502.250000 Penalty: 3104.288818
	Iteration 111Q: 3 clusters Score -881502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -881502.875000 Penalty: 3104.288818
	Iteration 112Q: 3 clusters Score -881502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -881503.375000 Penalty: 3104.288818
	Iteration 113Q: 3 clusters Score -881503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -881505.375000 Penalty: 3104.288818
	Iteration 114Q: 3 clusters Score -881505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -881503.937500 Penalty: 3104.288818
	Iteration 115Q: 3 clusters Score -881503.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -881503.937500 Penalty: 3104.288818
	Iteration 116F: 3 clusters Score -881503.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Entering Unmasked Estep 
Score: -228156.046875 Penalty: 1351.120483
	Iteration 0F: 2 clusters Score -228156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -224747.562500 Penalty: 2702.240967
	Iteration 0F: 3 clusters Score -224747.6 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -225695.796875 Penalty: 2702.240967
	Iteration 1F: 3 clusters Score -225695.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -225886.437500 Penalty: 2702.240967
	Iteration 2F: 3 clusters Score -225886.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -226047.812500 Penalty: 2702.240967
	Iteration 3F: 3 clusters Score -226047.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -226208.109375 Penalty: 2702.240967
	Iteration 4F: 3 clusters Score -226208.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -226380.875000 Penalty: 2702.240967
	Iteration 5Q: 3 clusters Score -226380.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -226565.390625 Penalty: 2702.240967
	Iteration 6Q: 3 clusters Score -226565.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -226718.140625 Penalty: 2702.240967
	Iteration 7Q: 3 clusters Score -226718.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -226838.734375 Penalty: 2702.240967
	Iteration 8Q: 3 clusters Score -226838.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -226947.250000 Penalty: 2702.240967
	Iteration 9Q: 3 clusters Score -226947.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -227040.765625 Penalty: 2702.240967
	Iteration 10Q: 3 clusters Score -227040.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -227118.796875 Penalty: 2702.240967
	Iteration 11Q: 3 clusters Score -227118.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -227192.015625 Penalty: 2702.240967
	Iteration 12Q: 3 clusters Score -227192 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -227254.937500 Penalty: 2702.240967
	Iteration 13Q: 3 clusters Score -227254.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -227292.437500 Penalty: 2702.240967
	Iteration 14Q: 3 clusters Score -227292.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -227324.453125 Penalty: 2702.240967
	Iteration 15Q: 3 clusters Score -227324.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -227345.203125 Penalty: 2702.240967
	Iteration 16Q: 3 clusters Score -227345.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -227364.015625 Penalty: 2702.240967
	Iteration 17Q: 3 clusters Score -227364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -227377.281250 Penalty: 2702.240967
	Iteration 18Q: 3 clusters Score -227377.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -227385.687500 Penalty: 2702.240967
	Iteration 19Q: 3 clusters Score -227385.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -227389.750000 Penalty: 2702.240967
	Iteration 20F: 3 clusters Score -227389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -227391.875000 Penalty: 2702.240967
	Iteration 21Q: 3 clusters Score -227391.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -227394.093750 Penalty: 2702.240967
	Iteration 22Q: 3 clusters Score -227394.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -227396.765625 Penalty: 2702.240967
	Iteration 23Q: 3 clusters Score -227396.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -227398.890625 Penalty: 2702.240967
	Iteration 24Q: 3 clusters Score -227398.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -227401.500000 Penalty: 2702.240967
	Iteration 25Q: 3 clusters Score -227401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -227403.171875 Penalty: 2702.240967
	Iteration 26Q: 3 clusters Score -227403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -227405.296875 Penalty: 2702.240967
	Iteration 27Q: 3 clusters Score -227405.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -227407.312500 Penalty: 2702.240967
	Iteration 28Q: 3 clusters Score -227407.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -227407.906250 Penalty: 2702.240967
	Iteration 29Q: 3 clusters Score -227407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -227408.015625 Penalty: 2702.240967
	Iteration 30Q: 3 clusters Score -227408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -227408.953125 Penalty: 2702.240967
	Iteration 31Q: 3 clusters Score -227409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -227409.171875 Penalty: 2702.240967
	Iteration 32Q: 3 clusters Score -227409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -227409.484375 Penalty: 2702.240967
	Iteration 33Q: 3 clusters Score -227409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -227410.078125 Penalty: 2702.240967
	Iteration 34Q: 3 clusters Score -227410.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -227410.078125 Penalty: 2702.240967
	Iteration 35F: 3 clusters Score -227410.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Entering Unmasked Estep 
Score: -339449.062500 Penalty: 1427.674927
	Iteration 0F: 2 clusters Score -339449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -334606.218750 Penalty: 2855.349854
	Iteration 0F: 3 clusters Score -334606.2 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -336126.812500 Penalty: 2855.349854
	Iteration 1F: 3 clusters Score -336126.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -336449.343750 Penalty: 2855.349854
	Iteration 2F: 3 clusters Score -336449.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -336737.906250 Penalty: 2855.349854
	Iteration 3F: 3 clusters Score -336737.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -337010.718750 Penalty: 2855.349854
	Iteration 4F: 3 clusters Score -337010.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -337275.156250 Penalty: 2855.349854
	Iteration 5F: 3 clusters Score -337275.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -337587.500000 Penalty: 2855.349854
	Iteration 6F: 3 clusters Score -337587.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -337933.187500 Penalty: 2855.349854
	Iteration 7F: 3 clusters Score -337933.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -338241.343750 Penalty: 2855.349854
	Iteration 8Q: 3 clusters Score -338241.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -338470.093750 Penalty: 2855.349854
	Iteration 9Q: 3 clusters Score -338470.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -338596.656250 Penalty: 2855.349854
	Iteration 10Q: 3 clusters Score -338596.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -338716.406250 Penalty: 2855.349854
	Iteration 11Q: 3 clusters Score -338716.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -338788.562500 Penalty: 2855.349854
	Iteration 12Q: 3 clusters Score -338788.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -338835.593750 Penalty: 2855.349854
	Iteration 13Q: 3 clusters Score -338835.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -338871.562500 Penalty: 2855.349854
	Iteration 14Q: 3 clusters Score -338871.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -338904.500000 Penalty: 2855.349854
	Iteration 15Q: 3 clusters Score -338904.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -338922.937500 Penalty: 2855.349854
	Iteration 16Q: 3 clusters Score -338922.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -338932.375000 Penalty: 2855.349854
	Iteration 17Q: 3 clusters Score -338932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -338935.218750 Penalty: 2855.349854
	Iteration 18Q: 3 clusters Score -338935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -338937.562500 Penalty: 2855.349854
	Iteration 19Q: 3 clusters Score -338937.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -338940.562500 Penalty: 2855.349854
	Iteration 20F: 3 clusters Score -338940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -338941.406250 Penalty: 2855.349854
	Iteration 21Q: 3 clusters Score -338941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -338943.187500 Penalty: 2855.349854
	Iteration 22Q: 3 clusters Score -338943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -338945.406250 Penalty: 2855.349854
	Iteration 23Q: 3 clusters Score -338945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -338946.093750 Penalty: 2855.349854
	Iteration 24Q: 3 clusters Score -338946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -338947.656250 Penalty: 2855.349854
	Iteration 25Q: 3 clusters Score -338947.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -338949.875000 Penalty: 2855.349854
	Iteration 26Q: 3 clusters Score -338949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -338950.562500 Penalty: 2855.349854
	Iteration 27Q: 3 clusters Score -338950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -338952.906250 Penalty: 2855.349854
	Iteration 28Q: 3 clusters Score -338952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -338952.906250 Penalty: 2855.349854
	Iteration 29F: 3 clusters Score -338952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Entering Unmasked Estep 
Score: -1126978.250000 Penalty: 1601.476807
	Iteration 0F: 2 clusters Score -1126978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1113866.375000 Penalty: 3202.953613
	Iteration 0F: 3 clusters Score -1113866 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1118831.250000 Penalty: 3202.953613
	Iteration 1F: 3 clusters Score -1118831 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1119326.625000 Penalty: 3202.953613
	Iteration 2F: 3 clusters Score -1119327 nChanged 1015
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1119777 nChanged 989
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1120210.750000 Penalty: 3202.953613
	Iteration 4F: 3 clusters Score -1120211 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1121068 nChanged 928
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1121615.000000 Penalty: 3202.953613
	Iteration 7Q: 3 clusters Score -1121615 nChanged 966
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1122303.750000 Penalty: 3202.953613
	Iteration 8F: 3 clusters Score -1122304 nChanged 1026
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Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1123145.500000 Penalty: 3202.953613
	Iteration 9F: 3 clusters Score -1123146 nChanged 992
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1123879.750000 Penalty: 3202.953613
	Iteration 10F: 3 clusters Score -1123880 nChanged 865
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1124425.375000 Penalty: 3202.953613
	Iteration 11Q: 3 clusters Score -1124425 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1124860 nChanged 604
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1125165.625000 Penalty: 3202.953613
	Iteration 13Q: 3 clusters Score -1125166 nChanged 453
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1125377 nChanged 357
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1125542 nChanged 343
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Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1125698.875000 Penalty: 3202.953613
	Iteration 16Q: 3 clusters Score -1125699 nChanged 334
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1125849.750000 Penalty: 3202.953613
	Iteration 17Q: 3 clusters Score -1125850 nChanged 315
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Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1125968 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1126068 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1126175.000000 Penalty: 3202.953613
	Iteration 20F: 3 clusters Score -1126175 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1126270.000000 Penalty: 3202.953613
	Iteration 21Q: 3 clusters Score -1126270 nChanged 254
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Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1126369 nChanged 239
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Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1126456 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1126519.375000 Penalty: 3202.953613
	Iteration 24Q: 3 clusters Score -1126519 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1126588.250000 Penalty: 3202.953613
	Iteration 25Q: 3 clusters Score -1126588 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1126657 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1126710.750000 Penalty: 3202.953613
	Iteration 27Q: 3 clusters Score -1126711 nChanged 136
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Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1126745.500000 Penalty: 3202.953613
	Iteration 28Q: 3 clusters Score -1126746 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1126775.750000 Penalty: 3202.953613
	Iteration 29Q: 3 clusters Score -1126776 nChanged 108
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Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1126804.000000 Penalty: 3202.953613
	Iteration 30Q: 3 clusters Score -1126804 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1126829.875000 Penalty: 3202.953613
	Iteration 31Q: 3 clusters Score -1126830 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1126854.000000 Penalty: 3202.953613
	Iteration 32Q: 3 clusters Score -1126854 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1126876 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1126890.250000 Penalty: 3202.953613
	Iteration 34Q: 3 clusters Score -1126890 nChanged 69
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Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1126898.250000 Penalty: 3202.953613
	Iteration 35Q: 3 clusters Score -1126898 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1126906.500000 Penalty: 3202.953613
	Iteration 36Q: 3 clusters Score -1126906 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1126915.250000 Penalty: 3202.953613
	Iteration 37Q: 3 clusters Score -1126915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1126918.500000 Penalty: 3202.953613
	Iteration 38Q: 3 clusters Score -1126918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1126924.750000 Penalty: 3202.953613
	Iteration 39Q: 3 clusters Score -1126925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1126926.500000 Penalty: 3202.953613
	Iteration 40F: 3 clusters Score -1126926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1126923.875000 Penalty: 3202.953613
	Iteration 41Q: 3 clusters Score -1126924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1126921.250000 Penalty: 3202.953613
	Iteration 42Q: 3 clusters Score -1126921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1126923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1126923.125000 Penalty: 3202.953613
	Iteration 44Q: 3 clusters Score -1126923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1126921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1126925.000000 Penalty: 3202.953613
	Iteration 46Q: 3 clusters Score -1126925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1126926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1126929.000000 Penalty: 3202.953613
	Iteration 48Q: 3 clusters Score -1126929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1126927.375000 Penalty: 3202.953613
	Iteration 49Q: 3 clusters Score -1126927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1126929.750000 Penalty: 3202.953613
	Iteration 50Q: 3 clusters Score -1126930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1126933.000000 Penalty: 3202.953613
	Iteration 51Q: 3 clusters Score -1126933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1126933.750000 Penalty: 3202.953613
	Iteration 52Q: 3 clusters Score -1126934 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1126939.500000 Penalty: 3202.953613
	Iteration 53Q: 3 clusters Score -1126940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1126945.125000 Penalty: 3202.953613
	Iteration 54Q: 3 clusters Score -1126945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1126946 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1126950.875000 Penalty: 3202.953613
	Iteration 56Q: 3 clusters Score -1126951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1126953.875000 Penalty: 3202.953613
	Iteration 57Q: 3 clusters Score -1126954 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1126959.250000 Penalty: 3202.953613
	Iteration 58Q: 3 clusters Score -1126959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1126958 nChanged 25
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Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1126962.875000 Penalty: 3202.953613
	Iteration 60F: 3 clusters Score -1126963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1126964 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1126971.375000 Penalty: 3202.953613
	Iteration 62Q: 3 clusters Score -1126971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1126972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1126978.250000 Penalty: 3202.953613
	Iteration 64Q: 3 clusters Score -1126978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1126982.625000 Penalty: 3202.953613
	Iteration 65Q: 3 clusters Score -1126983 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1126985.625000 Penalty: 3202.953613
	Iteration 66Q: 3 clusters Score -1126986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1126989.500000 Penalty: 3202.953613
	Iteration 67Q: 3 clusters Score -1126990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1126988.875000 Penalty: 3202.953613
	Iteration 68Q: 3 clusters Score -1126989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1126992.500000 Penalty: 3202.953613
	Iteration 69Q: 3 clusters Score -1126992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1126995.875000 Penalty: 3202.953613
	Iteration 70Q: 3 clusters Score -1126996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1126996 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1126999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1126997 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1126997 nChanged 4
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Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1126998 nChanged 5
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Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1126999 nChanged 4
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Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1127000 nChanged 2
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Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1126999 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1126998 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1126998 nChanged 5
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Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1126999 nChanged 8
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Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1126999 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1126998.625000 Penalty: 3202.953613
	Iteration 83Q: 3 clusters Score -1126999 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1127004.750000 Penalty: 3202.953613
	Iteration 84Q: 3 clusters Score -1127005 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1127002.375000 Penalty: 3202.953613
	Iteration 85Q: 3 clusters Score -1127002 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1127003 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1127004 nChanged 4
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Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1127003 nChanged 4
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Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1127004 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1127005.500000 Penalty: 3202.953613
	Iteration 90Q: 3 clusters Score -1127006 nChanged 9
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Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1127006 nChanged 5
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Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1127009.125000 Penalty: 3202.953613
	Iteration 92Q: 3 clusters Score -1127009 nChanged 11
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Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1127010 nChanged 7
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Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1127009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1127009.750000 Penalty: 3202.953613
	Iteration 95Q: 3 clusters Score -1127010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1127012.375000 Penalty: 3202.953613
	Iteration 96Q: 3 clusters Score -1127012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1127010.625000 Penalty: 3202.953613
	Iteration 97Q: 3 clusters Score -1127011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1127011.500000 Penalty: 3202.953613
	Iteration 98Q: 3 clusters Score -1127012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1127010.875000 Penalty: 3202.953613
	Iteration 99Q: 3 clusters Score -1127011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1127010.875000 Penalty: 3202.953613
	Iteration 100F: 3 clusters Score -1127011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 66677 members 
Mstep: Class 3 contains 106179 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 3462 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 14068 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 4077 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 13 contains 5177 members 
Mstep: Class 14 contains 22913 members 
Mstep: Class 15 contains 16294 members 
Mstep: Class 16 contains 37827 members 
Mstep: Class 17 contains 64651 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 19874 members 
Mstep: Class 22 contains 17684 members 
Entering Unmasked Estep 
Score: -26915460.000000 Penalty: 42365.992188
Splitting cluster 10 changes total score from -26909032.000000 to -26915460.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (6095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Entering Unmasked Estep 
Score: -355966.468750 Penalty: 1416.223999
	Iteration 0F: 2 clusters Score -355966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -351429.343750 Penalty: 2832.447998
	Iteration 0F: 3 clusters Score -351429.3 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -353346.312500 Penalty: 2832.447998
	Iteration 1F: 3 clusters Score -353346.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -353889.406250 Penalty: 2832.447998
	Iteration 2F: 3 clusters Score -353889.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -354291.031250 Penalty: 2832.447998
	Iteration 3F: 3 clusters Score -354291 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -354561.000000 Penalty: 2832.447998
	Iteration 4F: 3 clusters Score -354561 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -354763.687500 Penalty: 2832.447998
	Iteration 5Q: 3 clusters Score -354763.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -354914.656250 Penalty: 2832.447998
	Iteration 6Q: 3 clusters Score -354914.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -355038.500000 Penalty: 2832.447998
	Iteration 7Q: 3 clusters Score -355038.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -355128.125000 Penalty: 2832.447998
	Iteration 8Q: 3 clusters Score -355128.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -355164.750000 Penalty: 2832.447998
	Iteration 9Q: 3 clusters Score -355164.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -355192.468750 Penalty: 2832.447998
	Iteration 10Q: 3 clusters Score -355192.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -355214.937500 Penalty: 2832.447998
	Iteration 11Q: 3 clusters Score -355214.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -355227.531250 Penalty: 2832.447998
	Iteration 12Q: 3 clusters Score -355227.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -355241.750000 Penalty: 2832.447998
	Iteration 13Q: 3 clusters Score -355241.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -355259.500000 Penalty: 2832.447998
	Iteration 14Q: 3 clusters Score -355259.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -355271.812500 Penalty: 2832.447998
	Iteration 15Q: 3 clusters Score -355271.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -355283.656250 Penalty: 2832.447998
	Iteration 16Q: 3 clusters Score -355283.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -355294.812500 Penalty: 2832.447998
	Iteration 17Q: 3 clusters Score -355294.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -355307.937500 Penalty: 2832.447998
	Iteration 18Q: 3 clusters Score -355307.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -355322.500000 Penalty: 2832.447998
	Iteration 19Q: 3 clusters Score -355322.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -355332.000000 Penalty: 2832.447998
	Iteration 20F: 3 clusters Score -355332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -355338.625000 Penalty: 2832.447998
	Iteration 21Q: 3 clusters Score -355338.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -355344.625000 Penalty: 2832.447998
	Iteration 22Q: 3 clusters Score -355344.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -355352.812500 Penalty: 2832.447998
	Iteration 23Q: 3 clusters Score -355352.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -355358.687500 Penalty: 2832.447998
	Iteration 24Q: 3 clusters Score -355358.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -355363.531250 Penalty: 2832.447998
	Iteration 25Q: 3 clusters Score -355363.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -355367.593750 Penalty: 2832.447998
	Iteration 26Q: 3 clusters Score -355367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -355370.656250 Penalty: 2832.447998
	Iteration 27Q: 3 clusters Score -355370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -355372.218750 Penalty: 2832.447998
	Iteration 28Q: 3 clusters Score -355372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -355373.031250 Penalty: 2832.447998
	Iteration 29Q: 3 clusters Score -355373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -355374.687500 Penalty: 2832.447998
	Iteration 30Q: 3 clusters Score -355374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -355375.156250 Penalty: 2832.447998
	Iteration 31Q: 3 clusters Score -355375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -355375.562500 Penalty: 2832.447998
	Iteration 32Q: 3 clusters Score -355375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -355376.468750 Penalty: 2832.447998
	Iteration 33Q: 3 clusters Score -355376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -355377.343750 Penalty: 2832.447998
	Iteration 34Q: 3 clusters Score -355377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -355377.593750 Penalty: 2832.447998
	Iteration 35Q: 3 clusters Score -355377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -355377.593750 Penalty: 2832.447998
	Iteration 36F: 3 clusters Score -355377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Entering Unmasked Estep 
Score: -319329.531250 Penalty: 1389.696899
	Iteration 0F: 2 clusters Score -319329.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -315228.468750 Penalty: 2779.393799
	Iteration 0F: 3 clusters Score -315228.5 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -316285.968750 Penalty: 2779.393799
	Iteration 1F: 3 clusters Score -316286 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -316470.062500 Penalty: 2779.393799
	Iteration 2F: 3 clusters Score -316470.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -316631.093750 Penalty: 2779.393799
	Iteration 3F: 3 clusters Score -316631.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -316788.562500 Penalty: 2779.393799
	Iteration 4F: 3 clusters Score -316788.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -316934.843750 Penalty: 2779.393799
	Iteration 5Q: 3 clusters Score -316934.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -317098.406250 Penalty: 2779.393799
	Iteration 6Q: 3 clusters Score -317098.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -317260.875000 Penalty: 2779.393799
	Iteration 7Q: 3 clusters Score -317260.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -317413.593750 Penalty: 2779.393799
	Iteration 8Q: 3 clusters Score -317413.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -317560.531250 Penalty: 2779.393799
	Iteration 9Q: 3 clusters Score -317560.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -317683.281250 Penalty: 2779.393799
	Iteration 10Q: 3 clusters Score -317683.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -317783.687500 Penalty: 2779.393799
	Iteration 11Q: 3 clusters Score -317783.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -317882.937500 Penalty: 2779.393799
	Iteration 12Q: 3 clusters Score -317882.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -317969.343750 Penalty: 2779.393799
	Iteration 13Q: 3 clusters Score -317969.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -318026.812500 Penalty: 2779.393799
	Iteration 14Q: 3 clusters Score -318026.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -318058.031250 Penalty: 2779.393799
	Iteration 15Q: 3 clusters Score -318058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -318083.062500 Penalty: 2779.393799
	Iteration 16Q: 3 clusters Score -318083.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -318100.562500 Penalty: 2779.393799
	Iteration 17Q: 3 clusters Score -318100.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -318113.718750 Penalty: 2779.393799
	Iteration 18Q: 3 clusters Score -318113.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -318118.781250 Penalty: 2779.393799
	Iteration 19Q: 3 clusters Score -318118.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -318122.937500 Penalty: 2779.393799
	Iteration 20F: 3 clusters Score -318122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -318126.937500 Penalty: 2779.393799
	Iteration 21Q: 3 clusters Score -318126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318127.843750 Penalty: 2779.393799
	Iteration 22Q: 3 clusters Score -318127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -318130.406250 Penalty: 2779.393799
	Iteration 23Q: 3 clusters Score -318130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -318131.531250 Penalty: 2779.393799
	Iteration 24Q: 3 clusters Score -318131.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -318133.531250 Penalty: 2779.393799
	Iteration 25Q: 3 clusters Score -318133.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -318135.187500 Penalty: 2779.393799
	Iteration 26Q: 3 clusters Score -318135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -318137.156250 Penalty: 2779.393799
	Iteration 27Q: 3 clusters Score -318137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -318137.906250 Penalty: 2779.393799
	Iteration 28Q: 3 clusters Score -318137.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -318139.843750 Penalty: 2779.393799
	Iteration 29Q: 3 clusters Score -318139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -318142.343750 Penalty: 2779.393799
	Iteration 30Q: 3 clusters Score -318142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -318145.062500 Penalty: 2779.393799
	Iteration 31Q: 3 clusters Score -318145.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -318145.531250 Penalty: 2779.393799
	Iteration 32Q: 3 clusters Score -318145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -318145.937500 Penalty: 2779.393799
	Iteration 33Q: 3 clusters Score -318145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -318146.218750 Penalty: 2779.393799
	Iteration 34Q: 3 clusters Score -318146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -318146.343750 Penalty: 2779.393799
	Iteration 35Q: 3 clusters Score -318146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -318146.375000 Penalty: 2779.393799
	Iteration 36Q: 3 clusters Score -318146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -318147.375000 Penalty: 2779.393799
	Iteration 37Q: 3 clusters Score -318147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -318147.406250 Penalty: 2779.393799
	Iteration 38Q: 3 clusters Score -318147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -318148.406250 Penalty: 2779.393799
	Iteration 39Q: 3 clusters Score -318148.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -318150.218750 Penalty: 2779.393799
	Iteration 40F: 3 clusters Score -318150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -318150.531250 Penalty: 2779.393799
	Iteration 41Q: 3 clusters Score -318150.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -318152.375000 Penalty: 2779.393799
	Iteration 42Q: 3 clusters Score -318152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -318152.375000 Penalty: 2779.393799
	Iteration 43Q: 3 clusters Score -318152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -318155.312500 Penalty: 2779.393799
	Iteration 44Q: 3 clusters Score -318155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -318156.406250 Penalty: 2779.393799
	Iteration 45Q: 3 clusters Score -318156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -318157.125000 Penalty: 2779.393799
	Iteration 46Q: 3 clusters Score -318157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -318157.062500 Penalty: 2779.393799
	Iteration 47Q: 3 clusters Score -318157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -318158.312500 Penalty: 2779.393799
	Iteration 48Q: 3 clusters Score -318158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -318158.062500 Penalty: 2779.393799
	Iteration 49Q: 3 clusters Score -318158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -318158.500000 Penalty: 2779.393799
	Iteration 50Q: 3 clusters Score -318158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -318158.500000 Penalty: 2779.393799
	Iteration 51F: 3 clusters Score -318158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Entering Unmasked Estep 
Score: -1434168.875000 Penalty: 1631.412109
	Iteration 0F: 2 clusters Score -1434169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1418590.000000 Penalty: 3262.824219
	Iteration 0F: 3 clusters Score -1418590 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1424558.500000 Penalty: 3262.824219
	Iteration 1F: 3 clusters Score -1424558 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1425345.000000 Penalty: 3262.824219
	Iteration 2F: 3 clusters Score -1425345 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1426326.875000 Penalty: 3262.824219
	Iteration 3F: 3 clusters Score -1426327 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1427510.375000 Penalty: 3262.824219
	Iteration 4F: 3 clusters Score -1427510 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1428838.625000 Penalty: 3262.824219
	Iteration 5F: 3 clusters Score -1428839 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1430127.750000 Penalty: 3262.824219
	Iteration 6F: 3 clusters Score -1430128 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -1431168.000000 Penalty: 3262.824219
	Iteration 7Q: 3 clusters Score -1431168 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -1431777.625000 Penalty: 3262.824219
	Iteration 8Q: 3 clusters Score -1431778 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -1432121.000000 Penalty: 3262.824219
	Iteration 9Q: 3 clusters Score -1432121 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -1432332.250000 Penalty: 3262.824219
	Iteration 10Q: 3 clusters Score -1432332 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -1432467.125000 Penalty: 3262.824219
	Iteration 11Q: 3 clusters Score -1432467 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -1432547.500000 Penalty: 3262.824219
	Iteration 12Q: 3 clusters Score -1432548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -1432605.750000 Penalty: 3262.824219
	Iteration 13Q: 3 clusters Score -1432606 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -1432652.625000 Penalty: 3262.824219
	Iteration 14Q: 3 clusters Score -1432653 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -1432701.625000 Penalty: 3262.824219
	Iteration 15Q: 3 clusters Score -1432702 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -1432743.000000 Penalty: 3262.824219
	Iteration 16Q: 3 clusters Score -1432743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -1432783.125000 Penalty: 3262.824219
	Iteration 17Q: 3 clusters Score -1432783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -1432799.375000 Penalty: 3262.824219
	Iteration 18Q: 3 clusters Score -1432799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -1432815.125000 Penalty: 3262.824219
	Iteration 19Q: 3 clusters Score -1432815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -1432825.000000 Penalty: 3262.824219
	Iteration 20F: 3 clusters Score -1432825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -1432837.000000 Penalty: 3262.824219
	Iteration 21Q: 3 clusters Score -1432837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -1432845.750000 Penalty: 3262.824219
	Iteration 22Q: 3 clusters Score -1432846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -1432852.375000 Penalty: 3262.824219
	Iteration 23Q: 3 clusters Score -1432852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -1432859.000000 Penalty: 3262.824219
	Iteration 24Q: 3 clusters Score -1432859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -1432862.750000 Penalty: 3262.824219
	Iteration 25Q: 3 clusters Score -1432863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -1432865.375000 Penalty: 3262.824219
	Iteration 26Q: 3 clusters Score -1432865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -1432863.750000 Penalty: 3262.824219
	Iteration 27Q: 3 clusters Score -1432864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -1432870.875000 Penalty: 3262.824219
	Iteration 28Q: 3 clusters Score -1432871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -1432870.500000 Penalty: 3262.824219
	Iteration 29Q: 3 clusters Score -1432870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -1432875.250000 Penalty: 3262.824219
	Iteration 30Q: 3 clusters Score -1432875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -1432884.000000 Penalty: 3262.824219
	Iteration 31Q: 3 clusters Score -1432884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -1432885.750000 Penalty: 3262.824219
	Iteration 32Q: 3 clusters Score -1432886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -1432887.750000 Penalty: 3262.824219
	Iteration 33Q: 3 clusters Score -1432888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -1432887.000000 Penalty: 3262.824219
	Iteration 34Q: 3 clusters Score -1432887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -1432887.750000 Penalty: 3262.824219
	Iteration 35Q: 3 clusters Score -1432888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -1432887.125000 Penalty: 3262.824219
	Iteration 36Q: 3 clusters Score -1432887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -1432888.000000 Penalty: 3262.824219
	Iteration 37Q: 3 clusters Score -1432888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -1432890.000000 Penalty: 3262.824219
	Iteration 38Q: 3 clusters Score -1432890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -1432891.000000 Penalty: 3262.824219
	Iteration 39Q: 3 clusters Score -1432891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -1432891.125000 Penalty: 3262.824219
	Iteration 40F: 3 clusters Score -1432891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -1432892.000000 Penalty: 3262.824219
	Iteration 41Q: 3 clusters Score -1432892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -1432892.000000 Penalty: 3262.824219
	Iteration 42F: 3 clusters Score -1432892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Entering Unmasked Estep 
Score: -987669.750000 Penalty: 1576.014771
	Iteration 0F: 2 clusters Score -987669.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -976539.000000 Penalty: 3152.029541
	Iteration 0F: 3 clusters Score -976539 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -980434.625000 Penalty: 3152.029541
	Iteration 1F: 3 clusters Score -980434.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -980879.437500 Penalty: 3152.029541
	Iteration 2F: 3 clusters Score -980879.4 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -981397.062500 Penalty: 3152.029541
	Iteration 3F: 3 clusters Score -981397.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -982075.750000 Penalty: 3152.029541
	Iteration 4F: 3 clusters Score -982075.8 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -983003.687500 Penalty: 3152.029541
	Iteration 5F: 3 clusters Score -983003.7 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -984087.375000 Penalty: 3152.029541
	Iteration 6F: 3 clusters Score -984087.4 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -984994.687500 Penalty: 3152.029541
	Iteration 7F: 3 clusters Score -984994.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -985596.812500 Penalty: 3152.029541
	Iteration 8Q: 3 clusters Score -985596.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -985919.125000 Penalty: 3152.029541
	Iteration 9Q: 3 clusters Score -985919.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -986062.625000 Penalty: 3152.029541
	Iteration 10Q: 3 clusters Score -986062.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -986157.937500 Penalty: 3152.029541
	Iteration 11Q: 3 clusters Score -986157.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -986234.500000 Penalty: 3152.029541
	Iteration 12Q: 3 clusters Score -986234.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -986277.125000 Penalty: 3152.029541
	Iteration 13Q: 3 clusters Score -986277.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -986312.812500 Penalty: 3152.029541
	Iteration 14Q: 3 clusters Score -986312.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -986334.562500 Penalty: 3152.029541
	Iteration 15Q: 3 clusters Score -986334.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -986345.875000 Penalty: 3152.029541
	Iteration 16Q: 3 clusters Score -986345.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -986358.625000 Penalty: 3152.029541
	Iteration 17Q: 3 clusters Score -986358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -986369.062500 Penalty: 3152.029541
	Iteration 18Q: 3 clusters Score -986369.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -986379.000000 Penalty: 3152.029541
	Iteration 19Q: 3 clusters Score -986379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -986387.750000 Penalty: 3152.029541
	Iteration 20F: 3 clusters Score -986387.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -986391.875000 Penalty: 3152.029541
	Iteration 21Q: 3 clusters Score -986391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -986396.250000 Penalty: 3152.029541
	Iteration 22Q: 3 clusters Score -986396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -986401.062500 Penalty: 3152.029541
	Iteration 23Q: 3 clusters Score -986401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -986405.000000 Penalty: 3152.029541
	Iteration 24Q: 3 clusters Score -986405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -986406.750000 Penalty: 3152.029541
	Iteration 25Q: 3 clusters Score -986406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -986407.812500 Penalty: 3152.029541
	Iteration 26Q: 3 clusters Score -986407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -986408.437500 Penalty: 3152.029541
	Iteration 27Q: 3 clusters Score -986408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -986408.750000 Penalty: 3152.029541
	Iteration 28Q: 3 clusters Score -986408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -986408.750000 Penalty: 3152.029541
	Iteration 29F: 3 clusters Score -986408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Entering Unmasked Estep 
Score: -2317219.750000 Penalty: 1712.876465
	Iteration 0F: 2 clusters Score -2317220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2291761.250000 Penalty: 3425.752930
	Iteration 0F: 3 clusters Score -2291761 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2303289.500000 Penalty: 3425.752930
	Iteration 1F: 3 clusters Score -2303290 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2305273.000000 Penalty: 3425.752930
	Iteration 2F: 3 clusters Score -2305273 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2307785.750000 Penalty: 3425.752930
	Iteration 3F: 3 clusters Score -2307786 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2310474.750000 Penalty: 3425.752930
	Iteration 4F: 3 clusters Score -2310475 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2312878.000000 Penalty: 3425.752930
	Iteration 5F: 3 clusters Score -2312878 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2314662.750000 Penalty: 3425.752930
	Iteration 6F: 3 clusters Score -2314663 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2315778.250000 Penalty: 3425.752930
	Iteration 7Q: 3 clusters Score -2315778 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2316376.750000 Penalty: 3425.752930
	Iteration 8Q: 3 clusters Score -2316377 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2316653.000000 Penalty: 3425.752930
	Iteration 9Q: 3 clusters Score -2316653 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2316788.750000 Penalty: 3425.752930
	Iteration 10Q: 3 clusters Score -2316789 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2316874.500000 Penalty: 3425.752930
	Iteration 11Q: 3 clusters Score -2316874 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2316901.000000 Penalty: 3425.752930
	Iteration 12Q: 3 clusters Score -2316901 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2316940.750000 Penalty: 3425.752930
	Iteration 13Q: 3 clusters Score -2316941 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2316946.750000 Penalty: 3425.752930
	Iteration 14Q: 3 clusters Score -2316947 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2316953.000000 Penalty: 3425.752930
	Iteration 15Q: 3 clusters Score -2316953 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2316957.750000 Penalty: 3425.752930
	Iteration 16Q: 3 clusters Score -2316958 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2316965.000000 Penalty: 3425.752930
	Iteration 17Q: 3 clusters Score -2316965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2316968.250000 Penalty: 3425.752930
	Iteration 18Q: 3 clusters Score -2316968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2316968.500000 Penalty: 3425.752930
	Iteration 19Q: 3 clusters Score -2316968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2316982.500000 Penalty: 3425.752930
	Iteration 20F: 3 clusters Score -2316982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2316986.000000 Penalty: 3425.752930
	Iteration 21Q: 3 clusters Score -2316986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2316986.250000 Penalty: 3425.752930
	Iteration 22Q: 3 clusters Score -2316986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2316986.000000 Penalty: 3425.752930
	Iteration 23Q: 3 clusters Score -2316986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2316987.500000 Penalty: 3425.752930
	Iteration 24Q: 3 clusters Score -2316988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2316982.250000 Penalty: 3425.752930
	Iteration 25Q: 3 clusters Score -2316982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2316988.250000 Penalty: 3425.752930
	Iteration 26Q: 3 clusters Score -2316988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2316985.250000 Penalty: 3425.752930
	Iteration 27Q: 3 clusters Score -2316985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2316983.750000 Penalty: 3425.752930
	Iteration 28Q: 3 clusters Score -2316984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2316986.750000 Penalty: 3425.752930
	Iteration 29Q: 3 clusters Score -2316987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2316988.250000 Penalty: 3425.752930
	Iteration 30Q: 3 clusters Score -2316988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2316988.250000 Penalty: 3425.752930
	Iteration 31F: 3 clusters Score -2316988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Entering Unmasked Estep 
Score: -3979486.000000 Penalty: 1799.973267
	Iteration 0F: 2 clusters Score -3979486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -3936230.500000 Penalty: 3599.946533
	Iteration 0F: 3 clusters Score -3936230 nChanged 30564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3954165.250000 Penalty: 3599.946533
	Iteration 1F: 3 clusters Score -3954165 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3955218.000000 Penalty: 3599.946533
	Iteration 2Q: 3 clusters Score -3955218 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3956909.750000 Penalty: 3599.946533
	Iteration 3F: 3 clusters Score -3956910 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3959740.250000 Penalty: 3599.946533
	Iteration 4F: 3 clusters Score -3959740 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3963739.500000 Penalty: 3599.946533
	Iteration 5F: 3 clusters Score -3963740 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -3968130.250000 Penalty: 3599.946533
	Iteration 6F: 3 clusters Score -3968130 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3971795.750000 Penalty: 3599.946533
	Iteration 7F: 3 clusters Score -3971796 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3974318.250000 Penalty: 3599.946533
	Iteration 8F: 3 clusters Score -3974318 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3975840.250000 Penalty: 3599.946533
	Iteration 9Q: 3 clusters Score -3975840 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3976741.500000 Penalty: 3599.946533
	Iteration 10Q: 3 clusters Score -3976742 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3977358.250000 Penalty: 3599.946533
	Iteration 11Q: 3 clusters Score -3977358 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3977839.250000 Penalty: 3599.946533
	Iteration 12Q: 3 clusters Score -3977839 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3978217.500000 Penalty: 3599.946533
	Iteration 13Q: 3 clusters Score -3978218 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3978503.250000 Penalty: 3599.946533
	Iteration 14Q: 3 clusters Score -3978503 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3978746.000000 Penalty: 3599.946533
	Iteration 15Q: 3 clusters Score -3978746 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3978927.750000 Penalty: 3599.946533
	Iteration 16Q: 3 clusters Score -3978928 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3979077.750000 Penalty: 3599.946533
	Iteration 17Q: 3 clusters Score -3979078 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3979186.750000 Penalty: 3599.946533
	Iteration 18Q: 3 clusters Score -3979187 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3979283.250000 Penalty: 3599.946533
	Iteration 19Q: 3 clusters Score -3979283 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3979360.250000 Penalty: 3599.946533
	Iteration 20F: 3 clusters Score -3979360 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3979430.750000 Penalty: 3599.946533
	Iteration 21Q: 3 clusters Score -3979431 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3979457.500000 Penalty: 3599.946533
	Iteration 22Q: 3 clusters Score -3979458 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3979505.000000 Penalty: 3599.946533
	Iteration 23Q: 3 clusters Score -3979505 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3979523.250000 Penalty: 3599.946533
	Iteration 24Q: 3 clusters Score -3979523 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3979555.000000 Penalty: 3599.946533
	Iteration 25Q: 3 clusters Score -3979555 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3979576.000000 Penalty: 3599.946533
	Iteration 26Q: 3 clusters Score -3979576 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3979592.750000 Penalty: 3599.946533
	Iteration 27Q: 3 clusters Score -3979593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3979602.750000 Penalty: 3599.946533
	Iteration 28Q: 3 clusters Score -3979603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3979609.750000 Penalty: 3599.946533
	Iteration 29Q: 3 clusters Score -3979610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3979620.000000 Penalty: 3599.946533
	Iteration 30Q: 3 clusters Score -3979620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3979621.750000 Penalty: 3599.946533
	Iteration 31Q: 3 clusters Score -3979622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3979622.250000 Penalty: 3599.946533
	Iteration 32Q: 3 clusters Score -3979622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3979626.250000 Penalty: 3599.946533
	Iteration 33Q: 3 clusters Score -3979626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3979635.750000 Penalty: 3599.946533
	Iteration 34Q: 3 clusters Score -3979636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3979645.750000 Penalty: 3599.946533
	Iteration 35Q: 3 clusters Score -3979646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3979641.000000 Penalty: 3599.946533
	Iteration 36Q: 3 clusters Score -3979641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3979647.500000 Penalty: 3599.946533
	Iteration 37Q: 3 clusters Score -3979648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3979647.250000 Penalty: 3599.946533
	Iteration 38Q: 3 clusters Score -3979647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3979650.000000 Penalty: 3599.946533
	Iteration 39Q: 3 clusters Score -3979650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3979653.500000 Penalty: 3599.946533
	Iteration 40F: 3 clusters Score -3979654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3979651.750000 Penalty: 3599.946533
	Iteration 41Q: 3 clusters Score -3979652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3979648.250000 Penalty: 3599.946533
	Iteration 42Q: 3 clusters Score -3979648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3979652.000000 Penalty: 3599.946533
	Iteration 43Q: 3 clusters Score -3979652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60891 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3979653.500000 Penalty: 3599.946533
	Iteration 44Q: 3 clusters Score -3979654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3979652.750000 Penalty: 3599.946533
	Iteration 45Q: 3 clusters Score -3979653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3979655.250000 Penalty: 3599.946533
	Iteration 46Q: 3 clusters Score -3979655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3979655.000000 Penalty: 3599.946533
	Iteration 47Q: 3 clusters Score -3979655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3979655.000000 Penalty: 3599.946533
	Iteration 48F: 3 clusters Score -3979655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 66677 members 
Mstep: Class 3 contains 106179 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 3462 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 14068 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 4077 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 3750 members 
Mstep: Class 13 contains 5177 members 
Mstep: Class 14 contains 22913 members 
Mstep: Class 15 contains 16294 members 
Mstep: Class 16 contains 37827 members 
Mstep: Class 17 contains 60901 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 19874 members 
Mstep: Class 22 contains 17684 members 
Entering Unmasked Estep 
Score: -26915370.000000 Penalty: 44484.289062
Splitting cluster 17 changes total score from -26909032.000000 to -26915370.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 18 (7115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Entering Unmasked Estep 
Score: -423719.406250 Penalty: 1441.368652
	Iteration 0F: 2 clusters Score -423719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -418419.968750 Penalty: 2882.737305
	Iteration 0F: 3 clusters Score -418420 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -420033.375000 Penalty: 2882.737305
	Iteration 1F: 3 clusters Score -420033.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -420280.406250 Penalty: 2882.737305
	Iteration 2F: 3 clusters Score -420280.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -420526.750000 Penalty: 2882.737305
	Iteration 3F: 3 clusters Score -420526.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -420800.625000 Penalty: 2882.737305
	Iteration 4F: 3 clusters Score -420800.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -421120.625000 Penalty: 2882.737305
	Iteration 5F: 3 clusters Score -421120.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -421421.843750 Penalty: 2882.737305
	Iteration 6F: 3 clusters Score -421421.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -421669.031250 Penalty: 2882.737305
	Iteration 7F: 3 clusters Score -421669 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -421859.281250 Penalty: 2882.737305
	Iteration 8Q: 3 clusters Score -421859.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -422014.718750 Penalty: 2882.737305
	Iteration 9Q: 3 clusters Score -422014.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -422108.937500 Penalty: 2882.737305
	Iteration 10Q: 3 clusters Score -422108.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -422183.312500 Penalty: 2882.737305
	Iteration 11Q: 3 clusters Score -422183.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -422253.125000 Penalty: 2882.737305
	Iteration 12Q: 3 clusters Score -422253.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -422310.906250 Penalty: 2882.737305
	Iteration 13Q: 3 clusters Score -422310.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -422356.500000 Penalty: 2882.737305
	Iteration 14Q: 3 clusters Score -422356.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -422398.218750 Penalty: 2882.737305
	Iteration 15Q: 3 clusters Score -422398.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -422436.531250 Penalty: 2882.737305
	Iteration 16Q: 3 clusters Score -422436.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -422466.656250 Penalty: 2882.737305
	Iteration 17Q: 3 clusters Score -422466.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -422490.468750 Penalty: 2882.737305
	Iteration 18Q: 3 clusters Score -422490.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -422509.250000 Penalty: 2882.737305
	Iteration 19Q: 3 clusters Score -422509.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -422526.062500 Penalty: 2882.737305
	Iteration 20F: 3 clusters Score -422526.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -422539.812500 Penalty: 2882.737305
	Iteration 21Q: 3 clusters Score -422539.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -422554.468750 Penalty: 2882.737305
	Iteration 22Q: 3 clusters Score -422554.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -422568.906250 Penalty: 2882.737305
	Iteration 23Q: 3 clusters Score -422568.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -422587.000000 Penalty: 2882.737305
	Iteration 24Q: 3 clusters Score -422587 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -422607.906250 Penalty: 2882.737305
	Iteration 25Q: 3 clusters Score -422607.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -422627.156250 Penalty: 2882.737305
	Iteration 26Q: 3 clusters Score -422627.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -422647.218750 Penalty: 2882.737305
	Iteration 27Q: 3 clusters Score -422647.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -422672.687500 Penalty: 2882.737305
	Iteration 28Q: 3 clusters Score -422672.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -422690.562500 Penalty: 2882.737305
	Iteration 29Q: 3 clusters Score -422690.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -422716.343750 Penalty: 2882.737305
	Iteration 30Q: 3 clusters Score -422716.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -422745.718750 Penalty: 2882.737305
	Iteration 31Q: 3 clusters Score -422745.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -422767.000000 Penalty: 2882.737305
	Iteration 32Q: 3 clusters Score -422767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -422783.656250 Penalty: 2882.737305
	Iteration 33Q: 3 clusters Score -422783.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -422800.250000 Penalty: 2882.737305
	Iteration 34Q: 3 clusters Score -422800.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -422810.062500 Penalty: 2882.737305
	Iteration 35Q: 3 clusters Score -422810.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -422815.843750 Penalty: 2882.737305
	Iteration 36Q: 3 clusters Score -422815.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -422823.625000 Penalty: 2882.737305
	Iteration 37Q: 3 clusters Score -422823.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -422831.843750 Penalty: 2882.737305
	Iteration 38Q: 3 clusters Score -422831.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -422839.718750 Penalty: 2882.737305
	Iteration 39Q: 3 clusters Score -422839.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -422844.531250 Penalty: 2882.737305
	Iteration 40F: 3 clusters Score -422844.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -422851.031250 Penalty: 2882.737305
	Iteration 41Q: 3 clusters Score -422851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -422857.875000 Penalty: 2882.737305
	Iteration 42Q: 3 clusters Score -422857.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -422863.156250 Penalty: 2882.737305
	Iteration 43Q: 3 clusters Score -422863.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -422869.406250 Penalty: 2882.737305
	Iteration 44Q: 3 clusters Score -422869.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -422876.312500 Penalty: 2882.737305
	Iteration 45Q: 3 clusters Score -422876.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -422885.531250 Penalty: 2882.737305
	Iteration 46Q: 3 clusters Score -422885.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -422892.437500 Penalty: 2882.737305
	Iteration 47Q: 3 clusters Score -422892.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -422897.656250 Penalty: 2882.737305
	Iteration 48Q: 3 clusters Score -422897.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -422900.281250 Penalty: 2882.737305
	Iteration 49Q: 3 clusters Score -422900.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -422903.406250 Penalty: 2882.737305
	Iteration 50Q: 3 clusters Score -422903.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -422905.281250 Penalty: 2882.737305
	Iteration 51Q: 3 clusters Score -422905.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -422908.375000 Penalty: 2882.737305
	Iteration 52Q: 3 clusters Score -422908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -422911.156250 Penalty: 2882.737305
	Iteration 53Q: 3 clusters Score -422911.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -422911.593750 Penalty: 2882.737305
	Iteration 54Q: 3 clusters Score -422911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -422914.875000 Penalty: 2882.737305
	Iteration 55Q: 3 clusters Score -422914.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -422918.218750 Penalty: 2882.737305
	Iteration 56Q: 3 clusters Score -422918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -422920.312500 Penalty: 2882.737305
	Iteration 57Q: 3 clusters Score -422920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -422922.062500 Penalty: 2882.737305
	Iteration 58Q: 3 clusters Score -422922.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -422925.093750 Penalty: 2882.737305
	Iteration 59Q: 3 clusters Score -422925.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -422927.437500 Penalty: 2882.737305
	Iteration 60F: 3 clusters Score -422927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -422928.062500 Penalty: 2882.737305
	Iteration 61Q: 3 clusters Score -422928.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -422930.875000 Penalty: 2882.737305
	Iteration 62Q: 3 clusters Score -422930.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -422932.625000 Penalty: 2882.737305
	Iteration 63Q: 3 clusters Score -422932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -422934.531250 Penalty: 2882.737305
	Iteration 64Q: 3 clusters Score -422934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -422935.531250 Penalty: 2882.737305
	Iteration 65Q: 3 clusters Score -422935.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -422937.437500 Penalty: 2882.737305
	Iteration 66Q: 3 clusters Score -422937.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -422938.093750 Penalty: 2882.737305
	Iteration 67Q: 3 clusters Score -422938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -422940.062500 Penalty: 2882.737305
	Iteration 68Q: 3 clusters Score -422940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -422940.531250 Penalty: 2882.737305
	Iteration 69Q: 3 clusters Score -422940.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -422942.500000 Penalty: 2882.737305
	Iteration 70Q: 3 clusters Score -422942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -422944.031250 Penalty: 2882.737305
	Iteration 71Q: 3 clusters Score -422944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -422948.062500 Penalty: 2882.737305
	Iteration 72Q: 3 clusters Score -422948.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -422951.156250 Penalty: 2882.737305
	Iteration 73Q: 3 clusters Score -422951.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -422952.593750 Penalty: 2882.737305
	Iteration 74Q: 3 clusters Score -422952.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -422955.687500 Penalty: 2882.737305
	Iteration 75Q: 3 clusters Score -422955.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -422959.468750 Penalty: 2882.737305
	Iteration 76Q: 3 clusters Score -422959.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -422960.093750 Penalty: 2882.737305
	Iteration 77Q: 3 clusters Score -422960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -422963.312500 Penalty: 2882.737305
	Iteration 78Q: 3 clusters Score -422963.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -422966.375000 Penalty: 2882.737305
	Iteration 79Q: 3 clusters Score -422966.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -422968.500000 Penalty: 2882.737305
	Iteration 80F: 3 clusters Score -422968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -422970.656250 Penalty: 2882.737305
	Iteration 81Q: 3 clusters Score -422970.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -422971.968750 Penalty: 2882.737305
	Iteration 82Q: 3 clusters Score -422972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -422972.906250 Penalty: 2882.737305
	Iteration 83Q: 3 clusters Score -422972.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -422974.093750 Penalty: 2882.737305
	Iteration 84Q: 3 clusters Score -422974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -422975.500000 Penalty: 2882.737305
	Iteration 85Q: 3 clusters Score -422975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -422976.843750 Penalty: 2882.737305
	Iteration 86Q: 3 clusters Score -422976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -422977.500000 Penalty: 2882.737305
	Iteration 87Q: 3 clusters Score -422977.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -422979.593750 Penalty: 2882.737305
	Iteration 88Q: 3 clusters Score -422979.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -422980.687500 Penalty: 2882.737305
	Iteration 89Q: 3 clusters Score -422980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -422982.000000 Penalty: 2882.737305
	Iteration 90Q: 3 clusters Score -422982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -422982.875000 Penalty: 2882.737305
	Iteration 91Q: 3 clusters Score -422982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -422983.000000 Penalty: 2882.737305
	Iteration 92Q: 3 clusters Score -422983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -422983.937500 Penalty: 2882.737305
	Iteration 93Q: 3 clusters Score -422983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -422984.406250 Penalty: 2882.737305
	Iteration 94Q: 3 clusters Score -422984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -422984.406250 Penalty: 2882.737305
	Iteration 95F: 3 clusters Score -422984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -388594.250000 Penalty: 1427.401489
	Iteration 0F: 2 clusters Score -388594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -383674.281250 Penalty: 2854.802979
	Iteration 0F: 3 clusters Score -383674.3 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -385628.562500 Penalty: 2854.802979
	Iteration 1F: 3 clusters Score -385628.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -386107.500000 Penalty: 2854.802979
	Iteration 2F: 3 clusters Score -386107.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -386545.125000 Penalty: 2854.802979
	Iteration 3F: 3 clusters Score -386545.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -386954.187500 Penalty: 2854.802979
	Iteration 4F: 3 clusters Score -386954.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -387315.500000 Penalty: 2854.802979
	Iteration 5F: 3 clusters Score -387315.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -387603.781250 Penalty: 2854.802979
	Iteration 6F: 3 clusters Score -387603.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -387771.281250 Penalty: 2854.802979
	Iteration 7Q: 3 clusters Score -387771.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -387879.000000 Penalty: 2854.802979
	Iteration 8Q: 3 clusters Score -387879 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -387931.312500 Penalty: 2854.802979
	Iteration 9Q: 3 clusters Score -387931.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -387967.406250 Penalty: 2854.802979
	Iteration 10Q: 3 clusters Score -387967.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -387994.500000 Penalty: 2854.802979
	Iteration 11Q: 3 clusters Score -387994.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -388015.031250 Penalty: 2854.802979
	Iteration 12Q: 3 clusters Score -388015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -388039.062500 Penalty: 2854.802979
	Iteration 13Q: 3 clusters Score -388039.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -388055.562500 Penalty: 2854.802979
	Iteration 14Q: 3 clusters Score -388055.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -388068.875000 Penalty: 2854.802979
	Iteration 15Q: 3 clusters Score -388068.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -388079.656250 Penalty: 2854.802979
	Iteration 16Q: 3 clusters Score -388079.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -388088.531250 Penalty: 2854.802979
	Iteration 17Q: 3 clusters Score -388088.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -388100.062500 Penalty: 2854.802979
	Iteration 18Q: 3 clusters Score -388100.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -388112.937500 Penalty: 2854.802979
	Iteration 19Q: 3 clusters Score -388112.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -388120.906250 Penalty: 2854.802979
	Iteration 20F: 3 clusters Score -388120.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -388133.000000 Penalty: 2854.802979
	Iteration 21Q: 3 clusters Score -388133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -388143.437500 Penalty: 2854.802979
	Iteration 22Q: 3 clusters Score -388143.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -388152.218750 Penalty: 2854.802979
	Iteration 23Q: 3 clusters Score -388152.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -388163.500000 Penalty: 2854.802979
	Iteration 24Q: 3 clusters Score -388163.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -388175.218750 Penalty: 2854.802979
	Iteration 25Q: 3 clusters Score -388175.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -388181.375000 Penalty: 2854.802979
	Iteration 26Q: 3 clusters Score -388181.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -388185.531250 Penalty: 2854.802979
	Iteration 27Q: 3 clusters Score -388185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -388190.281250 Penalty: 2854.802979
	Iteration 28Q: 3 clusters Score -388190.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -388192.000000 Penalty: 2854.802979
	Iteration 29Q: 3 clusters Score -388192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -388194.812500 Penalty: 2854.802979
	Iteration 30Q: 3 clusters Score -388194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -388195.656250 Penalty: 2854.802979
	Iteration 31Q: 3 clusters Score -388195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -388195.968750 Penalty: 2854.802979
	Iteration 32Q: 3 clusters Score -388196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -388196.468750 Penalty: 2854.802979
	Iteration 33Q: 3 clusters Score -388196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -388196.875000 Penalty: 2854.802979
	Iteration 34Q: 3 clusters Score -388196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -388196.875000 Penalty: 2854.802979
	Iteration 35F: 3 clusters Score -388196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Entering Unmasked Estep 
Score: -1243340.500000 Penalty: 1608.289673
	Iteration 0F: 2 clusters Score -1243340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1229662.875000 Penalty: 3216.579346
	Iteration 0F: 3 clusters Score -1229663 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1234542.750000 Penalty: 3216.579346
	Iteration 1F: 3 clusters Score -1234543 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1234902.875000 Penalty: 3216.579346
	Iteration 2F: 3 clusters Score -1234903 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1235240.750000 Penalty: 3216.579346
	Iteration 3Q: 3 clusters Score -1235241 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1235587.375000 Penalty: 3216.579346
	Iteration 4Q: 3 clusters Score -1235587 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1235961.125000 Penalty: 3216.579346
	Iteration 5Q: 3 clusters Score -1235961 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1236344.000000 Penalty: 3216.579346
	Iteration 6Q: 3 clusters Score -1236344 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1236743.750000 Penalty: 3216.579346
	Iteration 7Q: 3 clusters Score -1236744 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1237252.750000 Penalty: 3216.579346
	Iteration 8Q: 3 clusters Score -1237253 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1237791.125000 Penalty: 3216.579346
	Iteration 9Q: 3 clusters Score -1237791 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1238333.750000 Penalty: 3216.579346
	Iteration 10Q: 3 clusters Score -1238334 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1238835.750000 Penalty: 3216.579346
	Iteration 11Q: 3 clusters Score -1238836 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1239256.500000 Penalty: 3216.579346
	Iteration 12Q: 3 clusters Score -1239256 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1239552.000000 Penalty: 3216.579346
	Iteration 13Q: 3 clusters Score -1239552 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1239737.375000 Penalty: 3216.579346
	Iteration 14Q: 3 clusters Score -1239737 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1239872.375000 Penalty: 3216.579346
	Iteration 15Q: 3 clusters Score -1239872 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1239987.375000 Penalty: 3216.579346
	Iteration 16Q: 3 clusters Score -1239987 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1240096.250000 Penalty: 3216.579346
	Iteration 17Q: 3 clusters Score -1240096 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1240202.250000 Penalty: 3216.579346
	Iteration 18Q: 3 clusters Score -1240202 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1240302.625000 Penalty: 3216.579346
	Iteration 19Q: 3 clusters Score -1240303 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1240414.125000 Penalty: 3216.579346
	Iteration 20F: 3 clusters Score -1240414 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1240561.625000 Penalty: 3216.579346
	Iteration 21Q: 3 clusters Score -1240562 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1240717.875000 Penalty: 3216.579346
	Iteration 22Q: 3 clusters Score -1240718 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1240887.250000 Penalty: 3216.579346
	Iteration 23Q: 3 clusters Score -1240887 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1241090.250000 Penalty: 3216.579346
	Iteration 24Q: 3 clusters Score -1241090 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1241319.625000 Penalty: 3216.579346
	Iteration 25Q: 3 clusters Score -1241320 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1241523.250000 Penalty: 3216.579346
	Iteration 26Q: 3 clusters Score -1241523 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1241687.000000 Penalty: 3216.579346
	Iteration 27Q: 3 clusters Score -1241687 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1241775.875000 Penalty: 3216.579346
	Iteration 28Q: 3 clusters Score -1241776 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1241834.750000 Penalty: 3216.579346
	Iteration 29Q: 3 clusters Score -1241835 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1241873.125000 Penalty: 3216.579346
	Iteration 30Q: 3 clusters Score -1241873 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1241896.375000 Penalty: 3216.579346
	Iteration 31Q: 3 clusters Score -1241896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1241910.250000 Penalty: 3216.579346
	Iteration 32Q: 3 clusters Score -1241910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1241922.250000 Penalty: 3216.579346
	Iteration 33Q: 3 clusters Score -1241922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1241934.500000 Penalty: 3216.579346
	Iteration 34Q: 3 clusters Score -1241934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1241948.000000 Penalty: 3216.579346
	Iteration 35Q: 3 clusters Score -1241948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1241954.125000 Penalty: 3216.579346
	Iteration 36Q: 3 clusters Score -1241954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1241965.625000 Penalty: 3216.579346
	Iteration 37Q: 3 clusters Score -1241966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1241972.500000 Penalty: 3216.579346
	Iteration 38Q: 3 clusters Score -1241972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1241982.375000 Penalty: 3216.579346
	Iteration 39Q: 3 clusters Score -1241982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1241990.250000 Penalty: 3216.579346
	Iteration 40F: 3 clusters Score -1241990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1241995.625000 Penalty: 3216.579346
	Iteration 41Q: 3 clusters Score -1241996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1242007.875000 Penalty: 3216.579346
	Iteration 42Q: 3 clusters Score -1242008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1242019.250000 Penalty: 3216.579346
	Iteration 43Q: 3 clusters Score -1242019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1242027.125000 Penalty: 3216.579346
	Iteration 44Q: 3 clusters Score -1242027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1242032.750000 Penalty: 3216.579346
	Iteration 45Q: 3 clusters Score -1242033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1242034.875000 Penalty: 3216.579346
	Iteration 46Q: 3 clusters Score -1242035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1242044.750000 Penalty: 3216.579346
	Iteration 47Q: 3 clusters Score -1242045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1242042.375000 Penalty: 3216.579346
	Iteration 48Q: 3 clusters Score -1242042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1242041.750000 Penalty: 3216.579346
	Iteration 49Q: 3 clusters Score -1242042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1242050.125000 Penalty: 3216.579346
	Iteration 50Q: 3 clusters Score -1242050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1242052.250000 Penalty: 3216.579346
	Iteration 51Q: 3 clusters Score -1242052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1242053.875000 Penalty: 3216.579346
	Iteration 52Q: 3 clusters Score -1242054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1242052.500000 Penalty: 3216.579346
	Iteration 53Q: 3 clusters Score -1242052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1242056.375000 Penalty: 3216.579346
	Iteration 54Q: 3 clusters Score -1242056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1242060.000000 Penalty: 3216.579346
	Iteration 55Q: 3 clusters Score -1242060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1242060.750000 Penalty: 3216.579346
	Iteration 56Q: 3 clusters Score -1242061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1242061.250000 Penalty: 3216.579346
	Iteration 57Q: 3 clusters Score -1242061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1242059.250000 Penalty: 3216.579346
	Iteration 58Q: 3 clusters Score -1242059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1242065.500000 Penalty: 3216.579346
	Iteration 59Q: 3 clusters Score -1242066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1242064.500000 Penalty: 3216.579346
	Iteration 60F: 3 clusters Score -1242064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1242065.750000 Penalty: 3216.579346
	Iteration 61Q: 3 clusters Score -1242066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1242070.125000 Penalty: 3216.579346
	Iteration 62Q: 3 clusters Score -1242070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1242067.250000 Penalty: 3216.579346
	Iteration 63Q: 3 clusters Score -1242067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1242066.500000 Penalty: 3216.579346
	Iteration 64Q: 3 clusters Score -1242066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1242073.875000 Penalty: 3216.579346
	Iteration 65Q: 3 clusters Score -1242074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1242073.875000 Penalty: 3216.579346
	Iteration 66Q: 3 clusters Score -1242074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1242077.625000 Penalty: 3216.579346
	Iteration 67Q: 3 clusters Score -1242078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1242077.625000 Penalty: 3216.579346
	Iteration 68Q: 3 clusters Score -1242078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1242072.000000 Penalty: 3216.579346
	Iteration 69Q: 3 clusters Score -1242072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1242073.375000 Penalty: 3216.579346
	Iteration 70Q: 3 clusters Score -1242073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1242078.500000 Penalty: 3216.579346
	Iteration 71Q: 3 clusters Score -1242078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1242080.375000 Penalty: 3216.579346
	Iteration 72Q: 3 clusters Score -1242080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1242085.375000 Penalty: 3216.579346
	Iteration 73Q: 3 clusters Score -1242085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1242084.250000 Penalty: 3216.579346
	Iteration 74Q: 3 clusters Score -1242084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1242084.375000 Penalty: 3216.579346
	Iteration 75Q: 3 clusters Score -1242084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1242081.125000 Penalty: 3216.579346
	Iteration 76Q: 3 clusters Score -1242081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1242081.125000 Penalty: 3216.579346
	Iteration 77F: 3 clusters Score -1242081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Entering Unmasked Estep 
Score: -1103115.875000 Penalty: 1589.317505
	Iteration 0F: 2 clusters Score -1103116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1090975.875000 Penalty: 3178.635010
	Iteration 0F: 3 clusters Score -1090976 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1095234.375000 Penalty: 3178.635010
	Iteration 1F: 3 clusters Score -1095234 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1095566.000000 Penalty: 3178.635010
	Iteration 2F: 3 clusters Score -1095566 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1095851.000000 Penalty: 3178.635010
	Iteration 3Q: 3 clusters Score -1095851 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1096128.500000 Penalty: 3178.635010
	Iteration 4Q: 3 clusters Score -1096128 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1096470.750000 Penalty: 3178.635010
	Iteration 5Q: 3 clusters Score -1096471 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1096986.250000 Penalty: 3178.635010
	Iteration 6Q: 3 clusters Score -1096986 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1097726.375000 Penalty: 3178.635010
	Iteration 7F: 3 clusters Score -1097726 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1098588.000000 Penalty: 3178.635010
	Iteration 8F: 3 clusters Score -1098588 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1099421.500000 Penalty: 3178.635010
	Iteration 9F: 3 clusters Score -1099422 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1100096.875000 Penalty: 3178.635010
	Iteration 10Q: 3 clusters Score -1100097 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1100655.875000 Penalty: 3178.635010
	Iteration 11Q: 3 clusters Score -1100656 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1100995.375000 Penalty: 3178.635010
	Iteration 12Q: 3 clusters Score -1100995 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1101215.125000 Penalty: 3178.635010
	Iteration 13Q: 3 clusters Score -1101215 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1101377.500000 Penalty: 3178.635010
	Iteration 14Q: 3 clusters Score -1101378 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1101476.875000 Penalty: 3178.635010
	Iteration 15Q: 3 clusters Score -1101477 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1101547.000000 Penalty: 3178.635010
	Iteration 16Q: 3 clusters Score -1101547 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -1101608.000000 Penalty: 3178.635010
	Iteration 17Q: 3 clusters Score -1101608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1101658.250000 Penalty: 3178.635010
	Iteration 18Q: 3 clusters Score -1101658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1101688.375000 Penalty: 3178.635010
	Iteration 19Q: 3 clusters Score -1101688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1101710.375000 Penalty: 3178.635010
	Iteration 20F: 3 clusters Score -1101710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1101721.125000 Penalty: 3178.635010
	Iteration 21Q: 3 clusters Score -1101721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1101730.250000 Penalty: 3178.635010
	Iteration 22Q: 3 clusters Score -1101730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1101732.625000 Penalty: 3178.635010
	Iteration 23Q: 3 clusters Score -1101733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1101733.375000 Penalty: 3178.635010
	Iteration 24Q: 3 clusters Score -1101733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1101733.125000 Penalty: 3178.635010
	Iteration 25Q: 3 clusters Score -1101733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1101734.125000 Penalty: 3178.635010
	Iteration 26Q: 3 clusters Score -1101734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1101736.750000 Penalty: 3178.635010
	Iteration 27Q: 3 clusters Score -1101737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1101740.625000 Penalty: 3178.635010
	Iteration 28Q: 3 clusters Score -1101741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1101739.250000 Penalty: 3178.635010
	Iteration 29Q: 3 clusters Score -1101739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1101739.250000 Penalty: 3178.635010
	Iteration 30F: 3 clusters Score -1101739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 66677 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 3462 members 
Mstep: Class 7 contains 14068 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 4077 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 13 contains 5177 members 
Mstep: Class 14 contains 22913 members 
Mstep: Class 15 contains 16294 members 
Mstep: Class 16 contains 37827 members 
Mstep: Class 17 contains 60901 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 19874 members 
Mstep: Class 22 contains 17684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26922900.000000 Penalty: 44484.289062
Iteration 39Q: 22 clusters Score -2.69229e+07 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 66694 members 
Mstep: Class 3 contains 103579 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 3428 members 
Mstep: Class 6 contains 15157 members 
Mstep: Class 7 contains 14238 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 3740 members 
Mstep: Class 13 contains 4834 members 
Mstep: Class 14 contains 23832 members 
Mstep: Class 15 contains 15702 members 
Mstep: Class 16 contains 37778 members 
Mstep: Class 17 contains 62661 members 
Mstep: Class 18 contains 7041 members 
Mstep: Class 19 contains 6599 members 
Mstep: Class 20 contains 19863 members 
Mstep: Class 22 contains 18216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26928888.000000 Penalty: 44484.289062
Iteration 40F: 22 clusters Score -2.692889e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 66376 members 
Mstep: Class 3 contains 102918 members 
Mstep: Class 4 contains 11994 members 
Mstep: Class 5 contains 3327 members 
Mstep: Class 6 contains 15180 members 
Mstep: Class 7 contains 14491 members 
Mstep: Class 8 contains 4069 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 4165 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 24701 members 
Mstep: Class 15 contains 15061 members 
Mstep: Class 16 contains 36893 members 
Mstep: Class 17 contains 64188 members 
Mstep: Class 18 contains 7012 members 
Mstep: Class 19 contains 6647 members 
Mstep: Class 20 contains 19887 members 
Mstep: Class 22 contains 18685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26931592.000000 Penalty: 44484.289062
Iteration 41Q: 22 clusters Score -2.693159e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 66096 members 
Mstep: Class 3 contains 102230 members 
Mstep: Class 4 contains 11987 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 15146 members 
Mstep: Class 7 contains 14785 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 4215 members 
Mstep: Class 11 contains 6067 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 4470 members 
Mstep: Class 14 contains 25496 members 
Mstep: Class 15 contains 14468 members 
Mstep: Class 16 contains 36252 members 
Mstep: Class 17 contains 65537 members 
Mstep: Class 18 contains 6971 members 
Mstep: Class 19 contains 6699 members 
Mstep: Class 20 contains 19881 members 
Mstep: Class 22 contains 19127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26933450.000000 Penalty: 44484.289062
Iteration 42Q: 22 clusters Score -2.693345e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 65797 members 
Mstep: Class 3 contains 101784 members 
Mstep: Class 4 contains 11995 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 15120 members 
Mstep: Class 7 contains 15039 members 
Mstep: Class 8 contains 4056 members 
Mstep: Class 9 contains 7006 members 
Mstep: Class 10 contains 4261 members 
Mstep: Class 11 contains 6011 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 26184 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 35663 members 
Mstep: Class 17 contains 66723 members 
Mstep: Class 18 contains 6951 members 
Mstep: Class 19 contains 6765 members 
Mstep: Class 20 contains 19869 members 
Mstep: Class 22 contains 19556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26935070.000000 Penalty: 44484.289062
Iteration 43Q: 22 clusters Score -2.693507e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 65541 members 
Mstep: Class 3 contains 101428 members 
Mstep: Class 4 contains 11991 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 15121 members 
Mstep: Class 7 contains 15244 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 4303 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 4141 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 26770 members 
Mstep: Class 15 contains 13214 members 
Mstep: Class 16 contains 35181 members 
Mstep: Class 17 contains 67790 members 
Mstep: Class 18 contains 6933 members 
Mstep: Class 19 contains 6800 members 
Mstep: Class 20 contains 19886 members 
Mstep: Class 22 contains 19982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26935962.000000 Penalty: 44484.289062
Iteration 44Q: 22 clusters Score -2.693596e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 65316 members 
Mstep: Class 3 contains 101104 members 
Mstep: Class 4 contains 11972 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 15166 members 
Mstep: Class 7 contains 15420 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 4331 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 4189 members 
Mstep: Class 14 contains 27270 members 
Mstep: Class 15 contains 12622 members 
Mstep: Class 16 contains 34782 members 
Mstep: Class 17 contains 68776 members 
Mstep: Class 18 contains 6925 members 
Mstep: Class 19 contains 6832 members 
Mstep: Class 20 contains 19860 members 
Mstep: Class 22 contains 20385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26936914.000000 Penalty: 44484.289062
Iteration 45Q: 22 clusters Score -2.693691e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 65114 members 
Mstep: Class 3 contains 100913 members 
Mstep: Class 4 contains 11967 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 15191 members 
Mstep: Class 7 contains 15597 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 5894 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 4113 members 
Mstep: Class 14 contains 27702 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 34437 members 
Mstep: Class 17 contains 69677 members 
Mstep: Class 18 contains 6913 members 
Mstep: Class 19 contains 6857 members 
Mstep: Class 20 contains 19789 members 
Mstep: Class 22 contains 20756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26937746.000000 Penalty: 44484.289062
Iteration 46Q: 22 clusters Score -2.693775e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 64929 members 
Mstep: Class 3 contains 100835 members 
Mstep: Class 4 contains 11933 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 15200 members 
Mstep: Class 7 contains 15742 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 7074 members 
Mstep: Class 10 contains 4389 members 
Mstep: Class 11 contains 5872 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 4045 members 
Mstep: Class 14 contains 28100 members 
Mstep: Class 15 contains 11523 members 
Mstep: Class 16 contains 34081 members 
Mstep: Class 17 contains 70492 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 19688 members 
Mstep: Class 22 contains 21126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26938276.000000 Penalty: 44484.289062
Iteration 47Q: 22 clusters Score -2.693828e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 64703 members 
Mstep: Class 3 contains 100788 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 15200 members 
Mstep: Class 7 contains 15854 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 7090 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 5852 members 
Mstep: Class 12 contains 4480 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 28443 members 
Mstep: Class 15 contains 10990 members 
Mstep: Class 16 contains 33739 members 
Mstep: Class 17 contains 71264 members 
Mstep: Class 18 contains 6893 members 
Mstep: Class 19 contains 6932 members 
Mstep: Class 20 contains 19593 members 
Mstep: Class 22 contains 21479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26938728.000000 Penalty: 44484.289062
Iteration 48Q: 22 clusters Score -2.693873e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 64492 members 
Mstep: Class 3 contains 100785 members 
Mstep: Class 4 contains 11880 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 15232 members 
Mstep: Class 7 contains 15924 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5832 members 
Mstep: Class 12 contains 4542 members 
Mstep: Class 13 contains 3976 members 
Mstep: Class 14 contains 28757 members 
Mstep: Class 15 contains 10509 members 
Mstep: Class 16 contains 33445 members 
Mstep: Class 17 contains 72004 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 19486 members 
Mstep: Class 22 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939372.000000 Penalty: 44484.289062
Iteration 49Q: 22 clusters Score -2.693937e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 64322 members 
Mstep: Class 3 contains 100835 members 
Mstep: Class 4 contains 11832 members 
Mstep: Class 5 contains 2889 members 
Mstep: Class 6 contains 15267 members 
Mstep: Class 7 contains 15963 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 7155 members 
Mstep: Class 10 contains 4489 members 
Mstep: Class 11 contains 5814 members 
Mstep: Class 12 contains 4607 members 
Mstep: Class 13 contains 3952 members 
Mstep: Class 14 contains 29015 members 
Mstep: Class 15 contains 10083 members 
Mstep: Class 16 contains 33174 members 
Mstep: Class 17 contains 72698 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 6975 members 
Mstep: Class 20 contains 19389 members 
Mstep: Class 22 contains 22096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939746.000000 Penalty: 44484.289062
Iteration 50Q: 22 clusters Score -2.693975e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 64089 members 
Mstep: Class 3 contains 100934 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 6 contains 15295 members 
Mstep: Class 7 contains 15993 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 7164 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 5800 members 
Mstep: Class 12 contains 4663 members 
Mstep: Class 13 contains 3925 members 
Mstep: Class 14 contains 29219 members 
Mstep: Class 15 contains 9692 members 
Mstep: Class 16 contains 32905 members 
Mstep: Class 17 contains 73351 members 
Mstep: Class 18 contains 6888 members 
Mstep: Class 19 contains 6999 members 
Mstep: Class 20 contains 19309 members 
Mstep: Class 22 contains 22390 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -2.694002e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 63921 members 
Mstep: Class 3 contains 101036 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 15361 members 
Mstep: Class 7 contains 15995 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 7176 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 3905 members 
Mstep: Class 14 contains 29405 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 32646 members 
Mstep: Class 17 contains 73944 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 6986 members 
Mstep: Class 20 contains 19213 members 
Mstep: Class 22 contains 22709 members 
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Iteration 52Q: 22 clusters Score -2.694033e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 63748 members 
Mstep: Class 3 contains 101157 members 
Mstep: Class 4 contains 11770 members 
Mstep: Class 5 contains 2836 members 
Mstep: Class 6 contains 15433 members 
Mstep: Class 7 contains 15997 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 7195 members 
Mstep: Class 10 contains 4522 members 
Mstep: Class 11 contains 5781 members 
Mstep: Class 12 contains 4754 members 
Mstep: Class 13 contains 3890 members 
Mstep: Class 14 contains 29576 members 
Mstep: Class 15 contains 8926 members 
Mstep: Class 16 contains 32403 members 
Mstep: Class 17 contains 74508 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 6968 members 
Mstep: Class 20 contains 19100 members 
Mstep: Class 22 contains 23014 members 
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Iteration 53Q: 22 clusters Score -2.694064e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 63605 members 
Mstep: Class 3 contains 101280 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 2808 members 
Mstep: Class 6 contains 15512 members 
Mstep: Class 7 contains 15987 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 5776 members 
Mstep: Class 12 contains 4796 members 
Mstep: Class 13 contains 3877 members 
Mstep: Class 14 contains 29720 members 
Mstep: Class 15 contains 8588 members 
Mstep: Class 16 contains 32179 members 
Mstep: Class 17 contains 75065 members 
Mstep: Class 18 contains 6871 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 18962 members 
Mstep: Class 22 contains 23303 members 
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Iteration 54Q: 22 clusters Score -2.694086e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 63427 members 
Mstep: Class 3 contains 101421 members 
Mstep: Class 4 contains 11760 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 15595 members 
Mstep: Class 7 contains 16000 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 5760 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 29818 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 16 contains 31980 members 
Mstep: Class 17 contains 75615 members 
Mstep: Class 18 contains 6872 members 
Mstep: Class 19 contains 6931 members 
Mstep: Class 20 contains 18832 members 
Mstep: Class 22 contains 23576 members 
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Iteration 55Q: 22 clusters Score -2.694123e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 63281 members 
Mstep: Class 3 contains 101566 members 
Mstep: Class 4 contains 11754 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 15712 members 
Mstep: Class 7 contains 16008 members 
Mstep: Class 8 contains 3779 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 4552 members 
Mstep: Class 11 contains 5746 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 3851 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 7933 members 
Mstep: Class 16 contains 31777 members 
Mstep: Class 17 contains 76110 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 18724 members 
Mstep: Class 22 contains 23795 members 
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Iteration 56Q: 22 clusters Score -2.69414e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 63161 members 
Mstep: Class 3 contains 101680 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 15840 members 
Mstep: Class 7 contains 16006 members 
Mstep: Class 8 contains 3775 members 
Mstep: Class 9 contains 7206 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 5729 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 3840 members 
Mstep: Class 14 contains 29960 members 
Mstep: Class 15 contains 7650 members 
Mstep: Class 16 contains 31605 members 
Mstep: Class 17 contains 76581 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 6869 members 
Mstep: Class 20 contains 18594 members 
Mstep: Class 22 contains 23995 members 
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Iteration 57Q: 22 clusters Score -2.694161e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 63021 members 
Mstep: Class 3 contains 101814 members 
Mstep: Class 4 contains 11743 members 
Mstep: Class 5 contains 2761 members 
Mstep: Class 6 contains 15946 members 
Mstep: Class 7 contains 15994 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 9 contains 7204 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 30014 members 
Mstep: Class 15 contains 7382 members 
Mstep: Class 16 contains 31441 members 
Mstep: Class 17 contains 77047 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 18434 members 
Mstep: Class 22 contains 24218 members 
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Iteration 58Q: 22 clusters Score -2.69419e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 62886 members 
Mstep: Class 3 contains 101942 members 
Mstep: Class 4 contains 11736 members 
Mstep: Class 5 contains 2759 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 15981 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 7199 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 4899 members 
Mstep: Class 13 contains 3833 members 
Mstep: Class 14 contains 30058 members 
Mstep: Class 15 contains 7128 members 
Mstep: Class 16 contains 31273 members 
Mstep: Class 17 contains 77491 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 6806 members 
Mstep: Class 20 contains 18275 members 
Mstep: Class 22 contains 24417 members 
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Iteration 59Q: 22 clusters Score -2.694217e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 62688 members 
Mstep: Class 3 contains 102060 members 
Mstep: Class 4 contains 11731 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 7194 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 4911 members 
Mstep: Class 13 contains 3826 members 
Mstep: Class 14 contains 30077 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 31123 members 
Mstep: Class 17 contains 77977 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 6778 members 
Mstep: Class 20 contains 18090 members 
Mstep: Class 22 contains 24617 members 
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Iteration 60F: 22 clusters Score -2.69425e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 62485 members 
Mstep: Class 3 contains 102192 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 16184 members 
Mstep: Class 7 contains 15980 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 7193 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 30094 members 
Mstep: Class 15 contains 6669 members 
Mstep: Class 16 contains 30999 members 
Mstep: Class 17 contains 78463 members 
Mstep: Class 18 contains 6868 members 
Mstep: Class 19 contains 6743 members 
Mstep: Class 20 contains 17896 members 
Mstep: Class 22 contains 24808 members 
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Iteration 61Q: 22 clusters Score -2.694279e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 62286 members 
Mstep: Class 3 contains 102328 members 
Mstep: Class 4 contains 11725 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 16253 members 
Mstep: Class 7 contains 15986 members 
Mstep: Class 8 contains 3717 members 
Mstep: Class 9 contains 7180 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 5699 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 3829 members 
Mstep: Class 14 contains 30112 members 
Mstep: Class 15 contains 6435 members 
Mstep: Class 16 contains 30885 members 
Mstep: Class 17 contains 78885 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 19 contains 6716 members 
Mstep: Class 20 contains 17701 members 
Mstep: Class 22 contains 24999 members 
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Iteration 62Q: 22 clusters Score -2.694308e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 62120 members 
Mstep: Class 3 contains 102425 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 16322 members 
Mstep: Class 7 contains 15981 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 7166 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 5685 members 
Mstep: Class 12 contains 5043 members 
Mstep: Class 13 contains 3834 members 
Mstep: Class 14 contains 30109 members 
Mstep: Class 15 contains 6229 members 
Mstep: Class 16 contains 30773 members 
Mstep: Class 17 contains 79305 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 19 contains 6686 members 
Mstep: Class 20 contains 17487 members 
Mstep: Class 22 contains 25180 members 
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Iteration 63Q: 22 clusters Score -2.694337e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 61971 members 
Mstep: Class 3 contains 102501 members 
Mstep: Class 4 contains 11726 members 
Mstep: Class 5 contains 2641 members 
Mstep: Class 6 contains 16385 members 
Mstep: Class 7 contains 15982 members 
Mstep: Class 8 contains 3700 members 
Mstep: Class 9 contains 7154 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 5681 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 30122 members 
Mstep: Class 15 contains 6032 members 
Mstep: Class 16 contains 30683 members 
Mstep: Class 17 contains 79759 members 
Mstep: Class 18 contains 6857 members 
Mstep: Class 19 contains 6658 members 
Mstep: Class 20 contains 17200 members 
Mstep: Class 22 contains 25365 members 
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Iteration 64Q: 22 clusters Score -2.694373e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 61861 members 
Mstep: Class 3 contains 102585 members 
Mstep: Class 4 contains 11737 members 
Mstep: Class 5 contains 2623 members 
Mstep: Class 6 contains 16423 members 
Mstep: Class 7 contains 15984 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 7116 members 
Mstep: Class 10 contains 4624 members 
Mstep: Class 11 contains 5675 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 13 contains 3839 members 
Mstep: Class 14 contains 30113 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 30586 members 
Mstep: Class 17 contains 80224 members 
Mstep: Class 18 contains 6853 members 
Mstep: Class 19 contains 6619 members 
Mstep: Class 20 contains 16902 members 
Mstep: Class 22 contains 25549 members 
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Iteration 65Q: 22 clusters Score -2.694408e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 61771 members 
Mstep: Class 3 contains 102647 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 16453 members 
Mstep: Class 7 contains 15995 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 7094 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 5663 members 
Mstep: Class 12 contains 5137 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 30108 members 
Mstep: Class 15 contains 5654 members 
Mstep: Class 16 contains 30499 members 
Mstep: Class 17 contains 80676 members 
Mstep: Class 18 contains 6851 members 
Mstep: Class 19 contains 6569 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 22 contains 25753 members 
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Iteration 66Q: 22 clusters Score -2.694444e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 61697 members 
Mstep: Class 3 contains 102711 members 
Mstep: Class 4 contains 11768 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 16490 members 
Mstep: Class 7 contains 15974 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 7090 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 5634 members 
Mstep: Class 12 contains 5187 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 30101 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 30424 members 
Mstep: Class 17 contains 81086 members 
Mstep: Class 18 contains 6847 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 16264 members 
Mstep: Class 22 contains 25950 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -2.694474e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 61579 members 
Mstep: Class 3 contains 102753 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 2515 members 
Mstep: Class 6 contains 16485 members 
Mstep: Class 7 contains 15951 members 
Mstep: Class 8 contains 3678 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 4659 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 5229 members 
Mstep: Class 13 contains 3881 members 
Mstep: Class 14 contains 30107 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 30364 members 
Mstep: Class 17 contains 81497 members 
Mstep: Class 18 contains 6844 members 
Mstep: Class 19 contains 6485 members 
Mstep: Class 20 contains 16017 members 
Mstep: Class 22 contains 26091 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -2.694516e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 61485 members 
Mstep: Class 3 contains 102787 members 
Mstep: Class 4 contains 11819 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 16465 members 
Mstep: Class 7 contains 15936 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 5251 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 30112 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 81884 members 
Mstep: Class 18 contains 6833 members 
Mstep: Class 19 contains 6444 members 
Mstep: Class 20 contains 15838 members 
Mstep: Class 22 contains 26198 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -2.694538e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 61419 members 
Mstep: Class 3 contains 102824 members 
Mstep: Class 4 contains 11850 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 16452 members 
Mstep: Class 7 contains 15929 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 5253 members 
Mstep: Class 13 contains 3925 members 
Mstep: Class 14 contains 30129 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 30235 members 
Mstep: Class 17 contains 82236 members 
Mstep: Class 18 contains 6831 members 
Mstep: Class 19 contains 6406 members 
Mstep: Class 20 contains 15683 members 
Mstep: Class 22 contains 26318 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -2.694568e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 61352 members 
Mstep: Class 3 contains 102852 members 
Mstep: Class 4 contains 11881 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16430 members 
Mstep: Class 7 contains 15931 members 
Mstep: Class 8 contains 3635 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 10 contains 4708 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 5259 members 
Mstep: Class 13 contains 3942 members 
Mstep: Class 14 contains 30129 members 
Mstep: Class 15 contains 4877 members 
Mstep: Class 16 contains 30183 members 
Mstep: Class 17 contains 82551 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 6358 members 
Mstep: Class 20 contains 15565 members 
Mstep: Class 22 contains 26451 members 
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Iteration 71Q: 22 clusters Score -2.69459e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 61313 members 
Mstep: Class 3 contains 102886 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 16416 members 
Mstep: Class 7 contains 15927 members 
Mstep: Class 8 contains 3618 members 
Mstep: Class 9 contains 7003 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 5404 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 14 contains 30131 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 30133 members 
Mstep: Class 17 contains 82831 members 
Mstep: Class 18 contains 6823 members 
Mstep: Class 19 contains 6318 members 
Mstep: Class 20 contains 15431 members 
Mstep: Class 22 contains 26590 members 
Entering Unmasked Estep 
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Iteration 72Q: 22 clusters Score -2.69462e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 61252 members 
Mstep: Class 3 contains 102927 members 
Mstep: Class 4 contains 11925 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 15918 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 30138 members 
Mstep: Class 15 contains 4637 members 
Mstep: Class 16 contains 30097 members 
Mstep: Class 17 contains 83071 members 
Mstep: Class 18 contains 6818 members 
Mstep: Class 19 contains 6284 members 
Mstep: Class 20 contains 15329 members 
Mstep: Class 22 contains 26725 members 
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Iteration 73Q: 22 clusters Score -2.694642e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 61190 members 
Mstep: Class 3 contains 102930 members 
Mstep: Class 4 contains 11928 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 16367 members 
Mstep: Class 7 contains 15921 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 6994 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 5267 members 
Mstep: Class 13 contains 3981 members 
Mstep: Class 14 contains 30137 members 
Mstep: Class 15 contains 4535 members 
Mstep: Class 16 contains 30069 members 
Mstep: Class 17 contains 83296 members 
Mstep: Class 18 contains 6818 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 15246 members 
Mstep: Class 22 contains 26846 members 
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Iteration 74Q: 22 clusters Score -2.694671e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 61147 members 
Mstep: Class 3 contains 102930 members 
Mstep: Class 4 contains 11906 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16328 members 
Mstep: Class 7 contains 15924 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 5297 members 
Mstep: Class 12 contains 5271 members 
Mstep: Class 13 contains 3994 members 
Mstep: Class 14 contains 30133 members 
Mstep: Class 15 contains 4457 members 
Mstep: Class 16 contains 30047 members 
Mstep: Class 17 contains 83471 members 
Mstep: Class 18 contains 6814 members 
Mstep: Class 19 contains 6216 members 
Mstep: Class 20 contains 15184 members 
Mstep: Class 22 contains 26956 members 
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Iteration 75Q: 22 clusters Score -2.694684e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 61096 members 
Mstep: Class 3 contains 102942 members 
Mstep: Class 4 contains 11896 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 6 contains 16295 members 
Mstep: Class 7 contains 15915 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 6970 members 
Mstep: Class 10 contains 4720 members 
Mstep: Class 11 contains 5249 members 
Mstep: Class 12 contains 5260 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 30130 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 30029 members 
Mstep: Class 17 contains 83642 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 6181 members 
Mstep: Class 20 contains 15120 members 
Mstep: Class 22 contains 27048 members 
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Iteration 76Q: 22 clusters Score -2.694698e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 61055 members 
Mstep: Class 3 contains 102953 members 
Mstep: Class 4 contains 11872 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 16270 members 
Mstep: Class 7 contains 15902 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 6952 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 14 contains 30127 members 
Mstep: Class 15 contains 4314 members 
Mstep: Class 16 contains 30014 members 
Mstep: Class 17 contains 83819 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 6154 members 
Mstep: Class 20 contains 15048 members 
Mstep: Class 22 contains 27131 members 
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Iteration 77Q: 22 clusters Score -2.694706e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 61024 members 
Mstep: Class 3 contains 102967 members 
Mstep: Class 4 contains 11842 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 16241 members 
Mstep: Class 7 contains 15887 members 
Mstep: Class 8 contains 3547 members 
Mstep: Class 9 contains 6947 members 
Mstep: Class 10 contains 4728 members 
Mstep: Class 11 contains 5174 members 
Mstep: Class 12 contains 5264 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 30118 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 30000 members 
Mstep: Class 17 contains 83971 members 
Mstep: Class 18 contains 6809 members 
Mstep: Class 19 contains 6138 members 
Mstep: Class 20 contains 14995 members 
Mstep: Class 22 contains 27200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947116.000000 Penalty: 44484.289062
Iteration 78Q: 22 clusters Score -2.694712e+07 nChanged 609
Entering ConstructFrom: 
Score: -26947116.000000 Penalty: 44484.289062
Entering ConstructFrom: 
Trying to split cluster 1 (14788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Entering Unmasked Estep 
Score: -918570.062500 Penalty: 1560.255249
	Iteration 0F: 2 clusters Score -918570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -908368.187500 Penalty: 3120.510498
	Iteration 0F: 3 clusters Score -908368.2 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -911818.562500 Penalty: 3120.510498
	Iteration 1F: 3 clusters Score -911818.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -912012.687500 Penalty: 3120.510498
	Iteration 2Q: 3 clusters Score -912012.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -912197.250000 Penalty: 3120.510498
	Iteration 3Q: 3 clusters Score -912197.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -912380.937500 Penalty: 3120.510498
	Iteration 4Q: 3 clusters Score -912380.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -912555.250000 Penalty: 3120.510498
	Iteration 5Q: 3 clusters Score -912555.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -912754.875000 Penalty: 3120.510498
	Iteration 6Q: 3 clusters Score -912754.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -913004.375000 Penalty: 3120.510498
	Iteration 7Q: 3 clusters Score -913004.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -913369.812500 Penalty: 3120.510498
	Iteration 8Q: 3 clusters Score -913369.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -913941.000000 Penalty: 3120.510498
	Iteration 9Q: 3 clusters Score -913941 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -914599.625000 Penalty: 3120.510498
	Iteration 10F: 3 clusters Score -914599.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -915252.875000 Penalty: 3120.510498
	Iteration 11F: 3 clusters Score -915252.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -915768.625000 Penalty: 3120.510498
	Iteration 12Q: 3 clusters Score -915768.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -916154.062500 Penalty: 3120.510498
	Iteration 13Q: 3 clusters Score -916154.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -916437.500000 Penalty: 3120.510498
	Iteration 14Q: 3 clusters Score -916437.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -916636.250000 Penalty: 3120.510498
	Iteration 15Q: 3 clusters Score -916636.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -916772.437500 Penalty: 3120.510498
	Iteration 16Q: 3 clusters Score -916772.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -916870.750000 Penalty: 3120.510498
	Iteration 17Q: 3 clusters Score -916870.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -916947.625000 Penalty: 3120.510498
	Iteration 18Q: 3 clusters Score -916947.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -917008.812500 Penalty: 3120.510498
	Iteration 19Q: 3 clusters Score -917008.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -917050.687500 Penalty: 3120.510498
	Iteration 20F: 3 clusters Score -917050.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -917072.000000 Penalty: 3120.510498
	Iteration 21Q: 3 clusters Score -917072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -917095.750000 Penalty: 3120.510498
	Iteration 22Q: 3 clusters Score -917095.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -917114.375000 Penalty: 3120.510498
	Iteration 23Q: 3 clusters Score -917114.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -917131.625000 Penalty: 3120.510498
	Iteration 24Q: 3 clusters Score -917131.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -917143.125000 Penalty: 3120.510498
	Iteration 25Q: 3 clusters Score -917143.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -917154.562500 Penalty: 3120.510498
	Iteration 26Q: 3 clusters Score -917154.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -917161.312500 Penalty: 3120.510498
	Iteration 27Q: 3 clusters Score -917161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -917167.062500 Penalty: 3120.510498
	Iteration 28Q: 3 clusters Score -917167.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -917176.500000 Penalty: 3120.510498
	Iteration 29Q: 3 clusters Score -917176.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -917184.625000 Penalty: 3120.510498
	Iteration 30Q: 3 clusters Score -917184.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -917193.937500 Penalty: 3120.510498
	Iteration 31Q: 3 clusters Score -917193.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -917202.000000 Penalty: 3120.510498
	Iteration 32Q: 3 clusters Score -917202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -917210.437500 Penalty: 3120.510498
	Iteration 33Q: 3 clusters Score -917210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -917213.375000 Penalty: 3120.510498
	Iteration 34Q: 3 clusters Score -917213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -917214.937500 Penalty: 3120.510498
	Iteration 35Q: 3 clusters Score -917214.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -917217.125000 Penalty: 3120.510498
	Iteration 36Q: 3 clusters Score -917217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -917217.687500 Penalty: 3120.510498
	Iteration 37Q: 3 clusters Score -917217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -917219.375000 Penalty: 3120.510498
	Iteration 38Q: 3 clusters Score -917219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -917220.937500 Penalty: 3120.510498
	Iteration 39Q: 3 clusters Score -917220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -917224.062500 Penalty: 3120.510498
	Iteration 40F: 3 clusters Score -917224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -917223.750000 Penalty: 3120.510498
	Iteration 41Q: 3 clusters Score -917223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -917226.000000 Penalty: 3120.510498
	Iteration 42Q: 3 clusters Score -917226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -917225.812500 Penalty: 3120.510498
	Iteration 43Q: 3 clusters Score -917225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -917225.812500 Penalty: 3120.510498
	Iteration 44F: 3 clusters Score -917225.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (61005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Entering Unmasked Estep 
Score: -3778714.000000 Penalty: 1790.540527
	Iteration 0F: 2 clusters Score -3778714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3737676.750000 Penalty: 3581.081055
	Iteration 0F: 3 clusters Score -3737677 nChanged 28792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3754879.500000 Penalty: 3581.081055
	Iteration 1F: 3 clusters Score -3754880 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3755896.000000 Penalty: 3581.081055
	Iteration 2Q: 3 clusters Score -3755896 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3757412.250000 Penalty: 3581.081055
	Iteration 3F: 3 clusters Score -3757412 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3759877.250000 Penalty: 3581.081055
	Iteration 4F: 3 clusters Score -3759877 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3763571.750000 Penalty: 3581.081055
	Iteration 5F: 3 clusters Score -3763572 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3767930.500000 Penalty: 3581.081055
	Iteration 6F: 3 clusters Score -3767930 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3771523.500000 Penalty: 3581.081055
	Iteration 7F: 3 clusters Score -3771524 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3773626.500000 Penalty: 3581.081055
	Iteration 8Q: 3 clusters Score -3773626 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3774740.000000 Penalty: 3581.081055
	Iteration 9Q: 3 clusters Score -3774740 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3775428.000000 Penalty: 3581.081055
	Iteration 10Q: 3 clusters Score -3775428 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3775847.250000 Penalty: 3581.081055
	Iteration 11Q: 3 clusters Score -3775847 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3776150.500000 Penalty: 3581.081055
	Iteration 12Q: 3 clusters Score -3776150 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3776363.000000 Penalty: 3581.081055
	Iteration 13Q: 3 clusters Score -3776363 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3776529.750000 Penalty: 3581.081055
	Iteration 14Q: 3 clusters Score -3776530 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3776676.750000 Penalty: 3581.081055
	Iteration 15Q: 3 clusters Score -3776677 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3776792.250000 Penalty: 3581.081055
	Iteration 16Q: 3 clusters Score -3776792 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3776890.250000 Penalty: 3581.081055
	Iteration 17Q: 3 clusters Score -3776890 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3776959.250000 Penalty: 3581.081055
	Iteration 18Q: 3 clusters Score -3776959 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3777017.000000 Penalty: 3581.081055
	Iteration 19Q: 3 clusters Score -3777017 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3777050.750000 Penalty: 3581.081055
	Iteration 20F: 3 clusters Score -3777051 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3777091.250000 Penalty: 3581.081055
	Iteration 21Q: 3 clusters Score -3777091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3777119.250000 Penalty: 3581.081055
	Iteration 22Q: 3 clusters Score -3777119 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3777144.750000 Penalty: 3581.081055
	Iteration 23Q: 3 clusters Score -3777145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3777176.500000 Penalty: 3581.081055
	Iteration 24Q: 3 clusters Score -3777176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3777203.500000 Penalty: 3581.081055
	Iteration 25Q: 3 clusters Score -3777204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3777222.750000 Penalty: 3581.081055
	Iteration 26Q: 3 clusters Score -3777223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3777242.750000 Penalty: 3581.081055
	Iteration 27Q: 3 clusters Score -3777243 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3777259.250000 Penalty: 3581.081055
	Iteration 28Q: 3 clusters Score -3777259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3777267.000000 Penalty: 3581.081055
	Iteration 29Q: 3 clusters Score -3777267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3777273.000000 Penalty: 3581.081055
	Iteration 30Q: 3 clusters Score -3777273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3777287.250000 Penalty: 3581.081055
	Iteration 31Q: 3 clusters Score -3777287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3777288.750000 Penalty: 3581.081055
	Iteration 32Q: 3 clusters Score -3777289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3777301.000000 Penalty: 3581.081055
	Iteration 33Q: 3 clusters Score -3777301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3777299.750000 Penalty: 3581.081055
	Iteration 34Q: 3 clusters Score -3777300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3777310.750000 Penalty: 3581.081055
	Iteration 35Q: 3 clusters Score -3777311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3777311.250000 Penalty: 3581.081055
	Iteration 36Q: 3 clusters Score -3777311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3777316.750000 Penalty: 3581.081055
	Iteration 37Q: 3 clusters Score -3777317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3777316.500000 Penalty: 3581.081055
	Iteration 38Q: 3 clusters Score -3777316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3777316.250000 Penalty: 3581.081055
	Iteration 39Q: 3 clusters Score -3777316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3777332.750000 Penalty: 3581.081055
	Iteration 40F: 3 clusters Score -3777333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3777328.000000 Penalty: 3581.081055
	Iteration 41Q: 3 clusters Score -3777328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3777329.250000 Penalty: 3581.081055
	Iteration 42Q: 3 clusters Score -3777329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3777334.000000 Penalty: 3581.081055
	Iteration 43Q: 3 clusters Score -3777334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3777333.500000 Penalty: 3581.081055
	Iteration 44Q: 3 clusters Score -3777334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3777338.250000 Penalty: 3581.081055
	Iteration 45Q: 3 clusters Score -3777338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3777333.500000 Penalty: 3581.081055
	Iteration 46Q: 3 clusters Score -3777334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3777332.000000 Penalty: 3581.081055
	Iteration 47Q: 3 clusters Score -3777332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3777335.750000 Penalty: 3581.081055
	Iteration 48Q: 3 clusters Score -3777336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3777338.500000 Penalty: 3581.081055
	Iteration 49Q: 3 clusters Score -3777338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3777344.250000 Penalty: 3581.081055
	Iteration 50Q: 3 clusters Score -3777344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3777340.000000 Penalty: 3581.081055
	Iteration 51Q: 3 clusters Score -3777340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3777343.750000 Penalty: 3581.081055
	Iteration 52Q: 3 clusters Score -3777344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3777336.500000 Penalty: 3581.081055
	Iteration 53Q: 3 clusters Score -3777336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3777336.500000 Penalty: 3581.081055
	Iteration 54Q: 3 clusters Score -3777336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3777336.500000 Penalty: 3581.081055
	Iteration 55F: 3 clusters Score -3777336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102975 members 
Entering Unmasked Estep 
Score: -6353704.000000 Penalty: 1875.614136
	Iteration 0F: 2 clusters Score -6353704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -6284827.000000 Penalty: 3751.228271
	Iteration 0F: 3 clusters Score -6284827 nChanged 49189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -6313632.500000 Penalty: 3751.228271
	Iteration 1F: 3 clusters Score -6313632 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -6315019.000000 Penalty: 3751.228271
	Iteration 2Q: 3 clusters Score -6315019 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -6317054.000000 Penalty: 3751.228271
	Iteration 3Q: 3 clusters Score -6317054 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -6320072.500000 Penalty: 3751.228271
	Iteration 4F: 3 clusters Score -6320072 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -6324244.500000 Penalty: 3751.228271
	Iteration 5F: 3 clusters Score -6324244 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -6329898.000000 Penalty: 3751.228271
	Iteration 6F: 3 clusters Score -6329898 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -6336267.500000 Penalty: 3751.228271
	Iteration 7F: 3 clusters Score -6336268 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 90663 members 
Entering Unmasked Estep 
Score: -6342302.500000 Penalty: 3751.228271
	Iteration 8F: 3 clusters Score -6342302 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -6346754.000000 Penalty: 3751.228271
	Iteration 9Q: 3 clusters Score -6346754 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -6349477.500000 Penalty: 3751.228271
	Iteration 10Q: 3 clusters Score -6349478 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -6350843.000000 Penalty: 3751.228271
	Iteration 11Q: 3 clusters Score -6350843 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -6351465.000000 Penalty: 3751.228271
	Iteration 12Q: 3 clusters Score -6351465 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -6351755.500000 Penalty: 3751.228271
	Iteration 13Q: 3 clusters Score -6351756 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -6351896.500000 Penalty: 3751.228271
	Iteration 14Q: 3 clusters Score -6351896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -6351995.500000 Penalty: 3751.228271
	Iteration 15Q: 3 clusters Score -6351996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 102444 members 
Entering Unmasked Estep 
Score: -6352067.500000 Penalty: 3751.228271
	Iteration 16Q: 3 clusters Score -6352068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -6352089.000000 Penalty: 3751.228271
	Iteration 17Q: 3 clusters Score -6352089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -6352112.000000 Penalty: 3751.228271
	Iteration 18Q: 3 clusters Score -6352112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -6352119.000000 Penalty: 3751.228271
	Iteration 19Q: 3 clusters Score -6352119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 102538 members 
Entering Unmasked Estep 
Score: -6352138.000000 Penalty: 3751.228271
	Iteration 20F: 3 clusters Score -6352138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 102546 members 
Entering Unmasked Estep 
Score: -6352139.500000 Penalty: 3751.228271
	Iteration 21Q: 3 clusters Score -6352140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 102555 members 
Entering Unmasked Estep 
Score: -6352157.500000 Penalty: 3751.228271
	Iteration 22Q: 3 clusters Score -6352158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 102558 members 
Entering Unmasked Estep 
Score: -6352157.000000 Penalty: 3751.228271
	Iteration 23Q: 3 clusters Score -6352157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -6352158.500000 Penalty: 3751.228271
	Iteration 24Q: 3 clusters Score -6352158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 102566 members 
Entering Unmasked Estep 
Score: -6352166.500000 Penalty: 3751.228271
	Iteration 25Q: 3 clusters Score -6352166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -6352172.000000 Penalty: 3751.228271
	Iteration 26Q: 3 clusters Score -6352172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 102574 members 
Entering Unmasked Estep 
Score: -6352175.500000 Penalty: 3751.228271
	Iteration 27Q: 3 clusters Score -6352176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
Score: -6352170.500000 Penalty: 3751.228271
	Iteration 28Q: 3 clusters Score -6352170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -6352175.500000 Penalty: 3751.228271
	Iteration 29Q: 3 clusters Score -6352176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -6352184.000000 Penalty: 3751.228271
	Iteration 30Q: 3 clusters Score -6352184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -6352202.000000 Penalty: 3751.228271
	Iteration 31Q: 3 clusters Score -6352202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 102601 members 
Entering Unmasked Estep 
Score: -6352198.500000 Penalty: 3751.228271
	Iteration 32Q: 3 clusters Score -6352198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -6352199.000000 Penalty: 3751.228271
	Iteration 33Q: 3 clusters Score -6352199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -6352200.500000 Penalty: 3751.228271
	Iteration 34Q: 3 clusters Score -6352200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -6352201.000000 Penalty: 3751.228271
	Iteration 35Q: 3 clusters Score -6352201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -6352201.000000 Penalty: 3751.228271
	Iteration 36Q: 3 clusters Score -6352201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 102607 members 
Entering Unmasked Estep 
Score: -6352205.000000 Penalty: 3751.228271
	Iteration 37Q: 3 clusters Score -6352205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 102607 members 
Entering Unmasked Estep 
Score: -6352205.000000 Penalty: 3751.228271
	Iteration 38F: 3 clusters Score -6352205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Entering Unmasked Estep 
Score: -705016.125000 Penalty: 1523.906616
	Iteration 0F: 2 clusters Score -705016.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -696864.750000 Penalty: 3047.813232
	Iteration 0F: 3 clusters Score -696864.8 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -699621.500000 Penalty: 3047.813232
	Iteration 1F: 3 clusters Score -699621.5 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -700029.500000 Penalty: 3047.813232
	Iteration 2F: 3 clusters Score -700029.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -700488.062500 Penalty: 3047.813232
	Iteration 3F: 3 clusters Score -700488.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -701007.500000 Penalty: 3047.813232
	Iteration 4F: 3 clusters Score -701007.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -701570.375000 Penalty: 3047.813232
	Iteration 5F: 3 clusters Score -701570.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -702149.812500 Penalty: 3047.813232
	Iteration 6F: 3 clusters Score -702149.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -702647.250000 Penalty: 3047.813232
	Iteration 7F: 3 clusters Score -702647.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -703068.437500 Penalty: 3047.813232
	Iteration 8Q: 3 clusters Score -703068.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -703346.625000 Penalty: 3047.813232
	Iteration 9Q: 3 clusters Score -703346.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -703534.750000 Penalty: 3047.813232
	Iteration 10Q: 3 clusters Score -703534.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -703694.625000 Penalty: 3047.813232
	Iteration 11Q: 3 clusters Score -703694.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -703811.062500 Penalty: 3047.813232
	Iteration 12Q: 3 clusters Score -703811.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -703919.062500 Penalty: 3047.813232
	Iteration 13Q: 3 clusters Score -703919.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -704016.437500 Penalty: 3047.813232
	Iteration 14Q: 3 clusters Score -704016.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -704120.437500 Penalty: 3047.813232
	Iteration 15Q: 3 clusters Score -704120.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -704188.812500 Penalty: 3047.813232
	Iteration 16Q: 3 clusters Score -704188.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -704234.500000 Penalty: 3047.813232
	Iteration 17Q: 3 clusters Score -704234.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -704264.000000 Penalty: 3047.813232
	Iteration 18Q: 3 clusters Score -704264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -704291.625000 Penalty: 3047.813232
	Iteration 19Q: 3 clusters Score -704291.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -704309.375000 Penalty: 3047.813232
	Iteration 20F: 3 clusters Score -704309.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -704328.500000 Penalty: 3047.813232
	Iteration 21Q: 3 clusters Score -704328.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -704334.562500 Penalty: 3047.813232
	Iteration 22Q: 3 clusters Score -704334.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -704347.250000 Penalty: 3047.813232
	Iteration 23Q: 3 clusters Score -704347.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -704351.750000 Penalty: 3047.813232
	Iteration 24Q: 3 clusters Score -704351.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -704359.687500 Penalty: 3047.813232
	Iteration 25Q: 3 clusters Score -704359.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -704366.125000 Penalty: 3047.813232
	Iteration 26Q: 3 clusters Score -704366.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -704374.875000 Penalty: 3047.813232
	Iteration 27Q: 3 clusters Score -704374.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -704380.312500 Penalty: 3047.813232
	Iteration 28Q: 3 clusters Score -704380.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -704387.250000 Penalty: 3047.813232
	Iteration 29Q: 3 clusters Score -704387.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -704394.750000 Penalty: 3047.813232
	Iteration 30Q: 3 clusters Score -704394.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -704402.250000 Penalty: 3047.813232
	Iteration 31Q: 3 clusters Score -704402.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -704408.562500 Penalty: 3047.813232
	Iteration 32Q: 3 clusters Score -704408.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -704416.062500 Penalty: 3047.813232
	Iteration 33Q: 3 clusters Score -704416.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -704416.562500 Penalty: 3047.813232
	Iteration 34Q: 3 clusters Score -704416.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -704422.750000 Penalty: 3047.813232
	Iteration 35Q: 3 clusters Score -704422.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -704430.750000 Penalty: 3047.813232
	Iteration 36Q: 3 clusters Score -704430.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -704431.000000 Penalty: 3047.813232
	Iteration 37Q: 3 clusters Score -704431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -704434.375000 Penalty: 3047.813232
	Iteration 38Q: 3 clusters Score -704434.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -704438.937500 Penalty: 3047.813232
	Iteration 39Q: 3 clusters Score -704438.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -704439.750000 Penalty: 3047.813232
	Iteration 40F: 3 clusters Score -704439.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -704443.312500 Penalty: 3047.813232
	Iteration 41Q: 3 clusters Score -704443.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -704444.750000 Penalty: 3047.813232
	Iteration 42Q: 3 clusters Score -704444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -704447.625000 Penalty: 3047.813232
	Iteration 43Q: 3 clusters Score -704447.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -704447.000000 Penalty: 3047.813232
	Iteration 44Q: 3 clusters Score -704447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -704448.312500 Penalty: 3047.813232
	Iteration 45Q: 3 clusters Score -704448.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -704447.937500 Penalty: 3047.813232
	Iteration 46Q: 3 clusters Score -704447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -704449.125000 Penalty: 3047.813232
	Iteration 47Q: 3 clusters Score -704449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -704449.750000 Penalty: 3047.813232
	Iteration 48Q: 3 clusters Score -704449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -704448.812500 Penalty: 3047.813232
	Iteration 49Q: 3 clusters Score -704448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -704448.500000 Penalty: 3047.813232
	Iteration 50Q: 3 clusters Score -704448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -704449.750000 Penalty: 3047.813232
	Iteration 51Q: 3 clusters Score -704449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -704450.937500 Penalty: 3047.813232
	Iteration 52Q: 3 clusters Score -704450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -704452.062500 Penalty: 3047.813232
	Iteration 53Q: 3 clusters Score -704452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -704452.062500 Penalty: 3047.813232
	Iteration 54F: 3 clusters Score -704452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -146406.781250 Penalty: 1277.905762
	Iteration 0F: 2 clusters Score -146406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -143907.031250 Penalty: 2555.811523
	Iteration 0F: 3 clusters Score -143907 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -144529.609375 Penalty: 2555.811523
	Iteration 1F: 3 clusters Score -144529.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -144721.734375 Penalty: 2555.811523
	Iteration 2F: 3 clusters Score -144721.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -144844.734375 Penalty: 2555.811523
	Iteration 3F: 3 clusters Score -144844.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -144962.625000 Penalty: 2555.811523
	Iteration 4F: 3 clusters Score -144962.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -145064.421875 Penalty: 2555.811523
	Iteration 5Q: 3 clusters Score -145064.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -145131.500000 Penalty: 2555.811523
	Iteration 6Q: 3 clusters Score -145131.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -145197.421875 Penalty: 2555.811523
	Iteration 7Q: 3 clusters Score -145197.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -145284.968750 Penalty: 2555.811523
	Iteration 8Q: 3 clusters Score -145285 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -145358.578125 Penalty: 2555.811523
	Iteration 9Q: 3 clusters Score -145358.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -145399.906250 Penalty: 2555.811523
	Iteration 10Q: 3 clusters Score -145399.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -145429.046875 Penalty: 2555.811523
	Iteration 11Q: 3 clusters Score -145429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -145454.937500 Penalty: 2555.811523
	Iteration 12Q: 3 clusters Score -145454.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -145483.000000 Penalty: 2555.811523
	Iteration 13Q: 3 clusters Score -145483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -145507.187500 Penalty: 2555.811523
	Iteration 14Q: 3 clusters Score -145507.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -145522.609375 Penalty: 2555.811523
	Iteration 15Q: 3 clusters Score -145522.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -145532.265625 Penalty: 2555.811523
	Iteration 16Q: 3 clusters Score -145532.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -145541.500000 Penalty: 2555.811523
	Iteration 17Q: 3 clusters Score -145541.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -145556.296875 Penalty: 2555.811523
	Iteration 18Q: 3 clusters Score -145556.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -145579.156250 Penalty: 2555.811523
	Iteration 19Q: 3 clusters Score -145579.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -145598.750000 Penalty: 2555.811523
	Iteration 20F: 3 clusters Score -145598.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -145619.625000 Penalty: 2555.811523
	Iteration 21Q: 3 clusters Score -145619.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -145637.890625 Penalty: 2555.811523
	Iteration 22Q: 3 clusters Score -145637.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -145655.640625 Penalty: 2555.811523
	Iteration 23Q: 3 clusters Score -145655.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -145669.609375 Penalty: 2555.811523
	Iteration 24Q: 3 clusters Score -145669.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -145676.078125 Penalty: 2555.811523
	Iteration 25Q: 3 clusters Score -145676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -145678.671875 Penalty: 2555.811523
	Iteration 26Q: 3 clusters Score -145678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -145680.828125 Penalty: 2555.811523
	Iteration 27Q: 3 clusters Score -145680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -145681.781250 Penalty: 2555.811523
	Iteration 28Q: 3 clusters Score -145681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -145684.968750 Penalty: 2555.811523
	Iteration 29Q: 3 clusters Score -145685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -145688.140625 Penalty: 2555.811523
	Iteration 30Q: 3 clusters Score -145688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -145691.343750 Penalty: 2555.811523
	Iteration 31Q: 3 clusters Score -145691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -145695.437500 Penalty: 2555.811523
	Iteration 32Q: 3 clusters Score -145695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -145699.109375 Penalty: 2555.811523
	Iteration 33Q: 3 clusters Score -145699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -145704.562500 Penalty: 2555.811523
	Iteration 34Q: 3 clusters Score -145704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -145707.593750 Penalty: 2555.811523
	Iteration 35Q: 3 clusters Score -145707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -145712.171875 Penalty: 2555.811523
	Iteration 36Q: 3 clusters Score -145712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -145718.453125 Penalty: 2555.811523
	Iteration 37Q: 3 clusters Score -145718.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -145726.562500 Penalty: 2555.811523
	Iteration 38Q: 3 clusters Score -145726.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -145732.343750 Penalty: 2555.811523
	Iteration 39Q: 3 clusters Score -145732.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -145737.296875 Penalty: 2555.811523
	Iteration 40F: 3 clusters Score -145737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -145739.015625 Penalty: 2555.811523
	Iteration 41Q: 3 clusters Score -145739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -145740.859375 Penalty: 2555.811523
	Iteration 42Q: 3 clusters Score -145740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -145742.640625 Penalty: 2555.811523
	Iteration 43Q: 3 clusters Score -145742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -145743.875000 Penalty: 2555.811523
	Iteration 44Q: 3 clusters Score -145743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -145743.828125 Penalty: 2555.811523
	Iteration 45Q: 3 clusters Score -145743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -145744.531250 Penalty: 2555.811523
	Iteration 46Q: 3 clusters Score -145744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -145744.859375 Penalty: 2555.811523
	Iteration 47Q: 3 clusters Score -145744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -145744.859375 Penalty: 2555.811523
	Iteration 48F: 3 clusters Score -145744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Entering Unmasked Estep 
Score: -971303.812500 Penalty: 1575.365234
	Iteration 0F: 2 clusters Score -971303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -960099.687500 Penalty: 3150.730469
	Iteration 0F: 3 clusters Score -960099.7 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -964030.437500 Penalty: 3150.730469
	Iteration 1F: 3 clusters Score -964030.4 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -964377.125000 Penalty: 3150.730469
	Iteration 2F: 3 clusters Score -964377.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -964720.750000 Penalty: 3150.730469
	Iteration 3F: 3 clusters Score -964720.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -965083.562500 Penalty: 3150.730469
	Iteration 4F: 3 clusters Score -965083.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -965475.125000 Penalty: 3150.730469
	Iteration 5Q: 3 clusters Score -965475.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -965918.312500 Penalty: 3150.730469
	Iteration 6Q: 3 clusters Score -965918.3 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -966312.812500 Penalty: 3150.730469
	Iteration 7Q: 3 clusters Score -966312.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -966726.375000 Penalty: 3150.730469
	Iteration 8Q: 3 clusters Score -966726.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -967195.750000 Penalty: 3150.730469
	Iteration 9Q: 3 clusters Score -967195.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -967693.562500 Penalty: 3150.730469
	Iteration 10Q: 3 clusters Score -967693.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -968146.687500 Penalty: 3150.730469
	Iteration 11Q: 3 clusters Score -968146.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -968544.250000 Penalty: 3150.730469
	Iteration 12Q: 3 clusters Score -968544.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -968916.187500 Penalty: 3150.730469
	Iteration 13Q: 3 clusters Score -968916.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -969200.250000 Penalty: 3150.730469
	Iteration 14Q: 3 clusters Score -969200.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -969438.875000 Penalty: 3150.730469
	Iteration 15Q: 3 clusters Score -969438.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -969626.000000 Penalty: 3150.730469
	Iteration 16Q: 3 clusters Score -969626 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -969773.312500 Penalty: 3150.730469
	Iteration 17Q: 3 clusters Score -969773.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -969868.062500 Penalty: 3150.730469
	Iteration 18Q: 3 clusters Score -969868.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -969958.687500 Penalty: 3150.730469
	Iteration 19Q: 3 clusters Score -969958.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -970045.375000 Penalty: 3150.730469
	Iteration 20F: 3 clusters Score -970045.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -970110.312500 Penalty: 3150.730469
	Iteration 21Q: 3 clusters Score -970110.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -970156.000000 Penalty: 3150.730469
	Iteration 22Q: 3 clusters Score -970156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -970211.750000 Penalty: 3150.730469
	Iteration 23Q: 3 clusters Score -970211.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -970246.625000 Penalty: 3150.730469
	Iteration 24Q: 3 clusters Score -970246.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -970280.187500 Penalty: 3150.730469
	Iteration 25Q: 3 clusters Score -970280.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -970311.250000 Penalty: 3150.730469
	Iteration 26Q: 3 clusters Score -970311.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -970338.500000 Penalty: 3150.730469
	Iteration 27Q: 3 clusters Score -970338.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -970363.875000 Penalty: 3150.730469
	Iteration 28Q: 3 clusters Score -970363.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -970377.062500 Penalty: 3150.730469
	Iteration 29Q: 3 clusters Score -970377.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -970407.875000 Penalty: 3150.730469
	Iteration 30Q: 3 clusters Score -970407.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -970444.750000 Penalty: 3150.730469
	Iteration 31Q: 3 clusters Score -970444.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -970474.437500 Penalty: 3150.730469
	Iteration 32Q: 3 clusters Score -970474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -970486.000000 Penalty: 3150.730469
	Iteration 33Q: 3 clusters Score -970486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -970490.937500 Penalty: 3150.730469
	Iteration 34Q: 3 clusters Score -970490.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -970496.312500 Penalty: 3150.730469
	Iteration 35Q: 3 clusters Score -970496.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -970498.437500 Penalty: 3150.730469
	Iteration 36Q: 3 clusters Score -970498.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -970498.437500 Penalty: 3150.730469
	Iteration 37F: 3 clusters Score -970498.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Entering Unmasked Estep 
Score: -992502.062500 Penalty: 1571.812012
	Iteration 0F: 2 clusters Score -992502.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -981517.625000 Penalty: 3143.624023
	Iteration 0F: 3 clusters Score -981517.6 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -985295.687500 Penalty: 3143.624023
	Iteration 1F: 3 clusters Score -985295.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -985615.000000 Penalty: 3143.624023
	Iteration 2F: 3 clusters Score -985615 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -985911.125000 Penalty: 3143.624023
	Iteration 3Q: 3 clusters Score -985911.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -986215.937500 Penalty: 3143.624023
	Iteration 4Q: 3 clusters Score -986215.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -986555.375000 Penalty: 3143.624023
	Iteration 5Q: 3 clusters Score -986555.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -986971.250000 Penalty: 3143.624023
	Iteration 6Q: 3 clusters Score -986971.2 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -987425.000000 Penalty: 3143.624023
	Iteration 7Q: 3 clusters Score -987425 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -987877.125000 Penalty: 3143.624023
	Iteration 8Q: 3 clusters Score -987877.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -988366.062500 Penalty: 3143.624023
	Iteration 9Q: 3 clusters Score -988366.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -988801.562500 Penalty: 3143.624023
	Iteration 10Q: 3 clusters Score -988801.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -989154.000000 Penalty: 3143.624023
	Iteration 11Q: 3 clusters Score -989154 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -989473.875000 Penalty: 3143.624023
	Iteration 12Q: 3 clusters Score -989473.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -989752.562500 Penalty: 3143.624023
	Iteration 13Q: 3 clusters Score -989752.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -989966.250000 Penalty: 3143.624023
	Iteration 14Q: 3 clusters Score -989966.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -990126.125000 Penalty: 3143.624023
	Iteration 15Q: 3 clusters Score -990126.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -990254.562500 Penalty: 3143.624023
	Iteration 16Q: 3 clusters Score -990254.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -990378.812500 Penalty: 3143.624023
	Iteration 17Q: 3 clusters Score -990378.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -990491.875000 Penalty: 3143.624023
	Iteration 18Q: 3 clusters Score -990491.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -990605.125000 Penalty: 3143.624023
	Iteration 19Q: 3 clusters Score -990605.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -990696.000000 Penalty: 3143.624023
	Iteration 20F: 3 clusters Score -990696 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -990774.187500 Penalty: 3143.624023
	Iteration 21Q: 3 clusters Score -990774.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -990840.312500 Penalty: 3143.624023
	Iteration 22Q: 3 clusters Score -990840.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -990901.937500 Penalty: 3143.624023
	Iteration 23Q: 3 clusters Score -990901.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -990944.062500 Penalty: 3143.624023
	Iteration 24Q: 3 clusters Score -990944.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -990979.062500 Penalty: 3143.624023
	Iteration 25Q: 3 clusters Score -990979.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -991030.125000 Penalty: 3143.624023
	Iteration 26Q: 3 clusters Score -991030.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -991071.500000 Penalty: 3143.624023
	Iteration 27Q: 3 clusters Score -991071.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -991106.375000 Penalty: 3143.624023
	Iteration 28Q: 3 clusters Score -991106.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -991130.375000 Penalty: 3143.624023
	Iteration 29Q: 3 clusters Score -991130.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -991144.625000 Penalty: 3143.624023
	Iteration 30Q: 3 clusters Score -991144.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -991156.312500 Penalty: 3143.624023
	Iteration 31Q: 3 clusters Score -991156.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -991161.625000 Penalty: 3143.624023
	Iteration 32Q: 3 clusters Score -991161.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -991172.000000 Penalty: 3143.624023
	Iteration 33Q: 3 clusters Score -991172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -991177.625000 Penalty: 3143.624023
	Iteration 34Q: 3 clusters Score -991177.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -991181.562500 Penalty: 3143.624023
	Iteration 35Q: 3 clusters Score -991181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -991185.625000 Penalty: 3143.624023
	Iteration 36Q: 3 clusters Score -991185.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -991188.875000 Penalty: 3143.624023
	Iteration 37Q: 3 clusters Score -991188.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -991193.375000 Penalty: 3143.624023
	Iteration 38Q: 3 clusters Score -991193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -991198.125000 Penalty: 3143.624023
	Iteration 39Q: 3 clusters Score -991198.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -991201.250000 Penalty: 3143.624023
	Iteration 40F: 3 clusters Score -991201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -991203.812500 Penalty: 3143.624023
	Iteration 41Q: 3 clusters Score -991203.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -991212.000000 Penalty: 3143.624023
	Iteration 42Q: 3 clusters Score -991212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -991213.375000 Penalty: 3143.624023
	Iteration 43Q: 3 clusters Score -991213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -991215.875000 Penalty: 3143.624023
	Iteration 44Q: 3 clusters Score -991215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -991216.812500 Penalty: 3143.624023
	Iteration 45Q: 3 clusters Score -991216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -991217.437500 Penalty: 3143.624023
	Iteration 46Q: 3 clusters Score -991217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -991218.812500 Penalty: 3143.624023
	Iteration 47Q: 3 clusters Score -991218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -991221.625000 Penalty: 3143.624023
	Iteration 48Q: 3 clusters Score -991221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -991222.875000 Penalty: 3143.624023
	Iteration 49Q: 3 clusters Score -991222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -991223.687500 Penalty: 3143.624023
	Iteration 50Q: 3 clusters Score -991223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -991225.250000 Penalty: 3143.624023
	Iteration 51Q: 3 clusters Score -991225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -991228.562500 Penalty: 3143.624023
	Iteration 52Q: 3 clusters Score -991228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -991230.062500 Penalty: 3143.624023
	Iteration 53Q: 3 clusters Score -991230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -991230.062500 Penalty: 3143.624023
	Iteration 54F: 3 clusters Score -991230.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -196821.046875 Penalty: 1327.747070
	Iteration 0F: 2 clusters Score -196821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -193796.421875 Penalty: 2655.494141
	Iteration 0F: 3 clusters Score -193796.4 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -194558.703125 Penalty: 2655.494141
	Iteration 1F: 3 clusters Score -194558.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -194720.140625 Penalty: 2655.494141
	Iteration 2F: 3 clusters Score -194720.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -194844.937500 Penalty: 2655.494141
	Iteration 3F: 3 clusters Score -194844.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -194955.078125 Penalty: 2655.494141
	Iteration 4Q: 3 clusters Score -194955.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -195058.453125 Penalty: 2655.494141
	Iteration 5Q: 3 clusters Score -195058.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -195172.078125 Penalty: 2655.494141
	Iteration 6Q: 3 clusters Score -195172.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -195270.156250 Penalty: 2655.494141
	Iteration 7Q: 3 clusters Score -195270.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -195345.718750 Penalty: 2655.494141
	Iteration 8Q: 3 clusters Score -195345.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -195405.109375 Penalty: 2655.494141
	Iteration 9Q: 3 clusters Score -195405.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -195451.859375 Penalty: 2655.494141
	Iteration 10Q: 3 clusters Score -195451.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -195505.750000 Penalty: 2655.494141
	Iteration 11Q: 3 clusters Score -195505.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -195557.062500 Penalty: 2655.494141
	Iteration 12Q: 3 clusters Score -195557.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -195603.312500 Penalty: 2655.494141
	Iteration 13Q: 3 clusters Score -195603.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -195644.984375 Penalty: 2655.494141
	Iteration 14Q: 3 clusters Score -195645 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -195668.750000 Penalty: 2655.494141
	Iteration 15Q: 3 clusters Score -195668.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -195695.687500 Penalty: 2655.494141
	Iteration 16Q: 3 clusters Score -195695.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -195714.515625 Penalty: 2655.494141
	Iteration 17Q: 3 clusters Score -195714.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -195734.625000 Penalty: 2655.494141
	Iteration 18Q: 3 clusters Score -195734.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -195750.046875 Penalty: 2655.494141
	Iteration 19Q: 3 clusters Score -195750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -195762.500000 Penalty: 2655.494141
	Iteration 20F: 3 clusters Score -195762.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -195769.640625 Penalty: 2655.494141
	Iteration 21Q: 3 clusters Score -195769.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -195774.906250 Penalty: 2655.494141
	Iteration 22Q: 3 clusters Score -195774.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -195780.531250 Penalty: 2655.494141
	Iteration 23Q: 3 clusters Score -195780.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -195784.265625 Penalty: 2655.494141
	Iteration 24Q: 3 clusters Score -195784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -195788.421875 Penalty: 2655.494141
	Iteration 25Q: 3 clusters Score -195788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -195792.718750 Penalty: 2655.494141
	Iteration 26Q: 3 clusters Score -195792.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -195802.125000 Penalty: 2655.494141
	Iteration 27Q: 3 clusters Score -195802.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -195812.812500 Penalty: 2655.494141
	Iteration 28Q: 3 clusters Score -195812.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -195826.093750 Penalty: 2655.494141
	Iteration 29Q: 3 clusters Score -195826.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -195841.375000 Penalty: 2655.494141
	Iteration 30Q: 3 clusters Score -195841.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -195851.359375 Penalty: 2655.494141
	Iteration 31Q: 3 clusters Score -195851.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -195860.328125 Penalty: 2655.494141
	Iteration 32Q: 3 clusters Score -195860.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -195866.062500 Penalty: 2655.494141
	Iteration 33Q: 3 clusters Score -195866.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -195869.890625 Penalty: 2655.494141
	Iteration 34Q: 3 clusters Score -195869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195876.046875 Penalty: 2655.494141
	Iteration 35Q: 3 clusters Score -195876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -195884.515625 Penalty: 2655.494141
	Iteration 36Q: 3 clusters Score -195884.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -195890.781250 Penalty: 2655.494141
	Iteration 37Q: 3 clusters Score -195890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -195897.171875 Penalty: 2655.494141
	Iteration 38Q: 3 clusters Score -195897.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -195903.953125 Penalty: 2655.494141
	Iteration 39Q: 3 clusters Score -195904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -195908.390625 Penalty: 2655.494141
	Iteration 40F: 3 clusters Score -195908.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -195914.062500 Penalty: 2655.494141
	Iteration 41Q: 3 clusters Score -195914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -195921.609375 Penalty: 2655.494141
	Iteration 42Q: 3 clusters Score -195921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -195927.390625 Penalty: 2655.494141
	Iteration 43Q: 3 clusters Score -195927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195931.875000 Penalty: 2655.494141
	Iteration 44Q: 3 clusters Score -195931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195935.125000 Penalty: 2655.494141
	Iteration 45Q: 3 clusters Score -195935.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -195941.921875 Penalty: 2655.494141
	Iteration 46Q: 3 clusters Score -195941.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -195945.781250 Penalty: 2655.494141
	Iteration 47Q: 3 clusters Score -195945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -195949.812500 Penalty: 2655.494141
	Iteration 48Q: 3 clusters Score -195949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -195955.250000 Penalty: 2655.494141
	Iteration 49Q: 3 clusters Score -195955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -195958.843750 Penalty: 2655.494141
	Iteration 50Q: 3 clusters Score -195958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -195960.625000 Penalty: 2655.494141
	Iteration 51Q: 3 clusters Score -195960.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -195964.109375 Penalty: 2655.494141
	Iteration 52Q: 3 clusters Score -195964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -195966.828125 Penalty: 2655.494141
	Iteration 53Q: 3 clusters Score -195966.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -195969.125000 Penalty: 2655.494141
	Iteration 54Q: 3 clusters Score -195969.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -195973.921875 Penalty: 2655.494141
	Iteration 55Q: 3 clusters Score -195973.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -195978.203125 Penalty: 2655.494141
	Iteration 56Q: 3 clusters Score -195978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -195981.453125 Penalty: 2655.494141
	Iteration 57Q: 3 clusters Score -195981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -195983.468750 Penalty: 2655.494141
	Iteration 58Q: 3 clusters Score -195983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -195986.250000 Penalty: 2655.494141
	Iteration 59Q: 3 clusters Score -195986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -195988.390625 Penalty: 2655.494141
	Iteration 60F: 3 clusters Score -195988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -195991.671875 Penalty: 2655.494141
	Iteration 61Q: 3 clusters Score -195991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195992.593750 Penalty: 2655.494141
	Iteration 62Q: 3 clusters Score -195992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195993.078125 Penalty: 2655.494141
	Iteration 63Q: 3 clusters Score -195993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -195994.234375 Penalty: 2655.494141
	Iteration 64Q: 3 clusters Score -195994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -195997.500000 Penalty: 2655.494141
	Iteration 65Q: 3 clusters Score -195997.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -196002.250000 Penalty: 2655.494141
	Iteration 66Q: 3 clusters Score -196002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -196005.609375 Penalty: 2655.494141
	Iteration 67Q: 3 clusters Score -196005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -196007.015625 Penalty: 2655.494141
	Iteration 68Q: 3 clusters Score -196007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -196008.968750 Penalty: 2655.494141
	Iteration 69Q: 3 clusters Score -196009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -196009.703125 Penalty: 2655.494141
	Iteration 70Q: 3 clusters Score -196009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -196010.671875 Penalty: 2655.494141
	Iteration 71Q: 3 clusters Score -196010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -196011.750000 Penalty: 2655.494141
	Iteration 72Q: 3 clusters Score -196011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -196012.593750 Penalty: 2655.494141
	Iteration 73Q: 3 clusters Score -196012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -196014.218750 Penalty: 2655.494141
	Iteration 74Q: 3 clusters Score -196014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -196015.265625 Penalty: 2655.494141
	Iteration 75Q: 3 clusters Score -196015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -196018.656250 Penalty: 2655.494141
	Iteration 76Q: 3 clusters Score -196018.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -196022.000000 Penalty: 2655.494141
	Iteration 77Q: 3 clusters Score -196022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -196023.593750 Penalty: 2655.494141
	Iteration 78Q: 3 clusters Score -196023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -196025.828125 Penalty: 2655.494141
	Iteration 79Q: 3 clusters Score -196025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -196031.375000 Penalty: 2655.494141
	Iteration 80F: 3 clusters Score -196031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -196034.453125 Penalty: 2655.494141
	Iteration 81Q: 3 clusters Score -196034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -196039.281250 Penalty: 2655.494141
	Iteration 82Q: 3 clusters Score -196039.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -196043.437500 Penalty: 2655.494141
	Iteration 83Q: 3 clusters Score -196043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -196046.656250 Penalty: 2655.494141
	Iteration 84Q: 3 clusters Score -196046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -196047.562500 Penalty: 2655.494141
	Iteration 85Q: 3 clusters Score -196047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196049.000000 Penalty: 2655.494141
	Iteration 86Q: 3 clusters Score -196049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -196050.343750 Penalty: 2655.494141
	Iteration 87Q: 3 clusters Score -196050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -196050.640625 Penalty: 2655.494141
	Iteration 88Q: 3 clusters Score -196050.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -196050.640625 Penalty: 2655.494141
	Iteration 89F: 3 clusters Score -196050.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Entering Unmasked Estep 
Score: -356990.468750 Penalty: 1437.345215
	Iteration 0F: 2 clusters Score -356990.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -351819.312500 Penalty: 2874.690430
	Iteration 0F: 3 clusters Score -351819.3 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -353443.937500 Penalty: 2874.690430
	Iteration 1F: 3 clusters Score -353443.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -353828.093750 Penalty: 2874.690430
	Iteration 2F: 3 clusters Score -353828.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -354181.218750 Penalty: 2874.690430
	Iteration 3F: 3 clusters Score -354181.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -354506.406250 Penalty: 2874.690430
	Iteration 4F: 3 clusters Score -354506.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -354835.093750 Penalty: 2874.690430
	Iteration 5F: 3 clusters Score -354835.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -355165.781250 Penalty: 2874.690430
	Iteration 6F: 3 clusters Score -355165.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -355485.843750 Penalty: 2874.690430
	Iteration 7Q: 3 clusters Score -355485.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -355681.875000 Penalty: 2874.690430
	Iteration 8Q: 3 clusters Score -355681.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -355794.406250 Penalty: 2874.690430
	Iteration 9Q: 3 clusters Score -355794.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -355866.406250 Penalty: 2874.690430
	Iteration 10Q: 3 clusters Score -355866.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -355909.656250 Penalty: 2874.690430
	Iteration 11Q: 3 clusters Score -355909.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -355955.343750 Penalty: 2874.690430
	Iteration 12Q: 3 clusters Score -355955.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -355991.312500 Penalty: 2874.690430
	Iteration 13Q: 3 clusters Score -355991.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -356017.687500 Penalty: 2874.690430
	Iteration 14Q: 3 clusters Score -356017.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -356039.187500 Penalty: 2874.690430
	Iteration 15Q: 3 clusters Score -356039.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -356054.375000 Penalty: 2874.690430
	Iteration 16Q: 3 clusters Score -356054.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -356066.593750 Penalty: 2874.690430
	Iteration 17Q: 3 clusters Score -356066.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -356076.281250 Penalty: 2874.690430
	Iteration 18Q: 3 clusters Score -356076.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -356086.875000 Penalty: 2874.690430
	Iteration 19Q: 3 clusters Score -356086.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -356092.687500 Penalty: 2874.690430
	Iteration 20F: 3 clusters Score -356092.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -356100.468750 Penalty: 2874.690430
	Iteration 21Q: 3 clusters Score -356100.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -356108.875000 Penalty: 2874.690430
	Iteration 22Q: 3 clusters Score -356108.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -356116.687500 Penalty: 2874.690430
	Iteration 23Q: 3 clusters Score -356116.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -356119.937500 Penalty: 2874.690430
	Iteration 24Q: 3 clusters Score -356119.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -356123.968750 Penalty: 2874.690430
	Iteration 25Q: 3 clusters Score -356124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -356128.656250 Penalty: 2874.690430
	Iteration 26Q: 3 clusters Score -356128.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -356131.562500 Penalty: 2874.690430
	Iteration 27Q: 3 clusters Score -356131.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -356138.468750 Penalty: 2874.690430
	Iteration 28Q: 3 clusters Score -356138.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -356144.093750 Penalty: 2874.690430
	Iteration 29Q: 3 clusters Score -356144.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -356150.062500 Penalty: 2874.690430
	Iteration 30Q: 3 clusters Score -356150.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -356153.031250 Penalty: 2874.690430
	Iteration 31Q: 3 clusters Score -356153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -356157.906250 Penalty: 2874.690430
	Iteration 32Q: 3 clusters Score -356157.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -356161.062500 Penalty: 2874.690430
	Iteration 33Q: 3 clusters Score -356161.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -356165.093750 Penalty: 2874.690430
	Iteration 34Q: 3 clusters Score -356165.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -356170.000000 Penalty: 2874.690430
	Iteration 35Q: 3 clusters Score -356170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -356173.437500 Penalty: 2874.690430
	Iteration 36Q: 3 clusters Score -356173.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -356176.468750 Penalty: 2874.690430
	Iteration 37Q: 3 clusters Score -356176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -356177.687500 Penalty: 2874.690430
	Iteration 38Q: 3 clusters Score -356177.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -356179.000000 Penalty: 2874.690430
	Iteration 39Q: 3 clusters Score -356179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -356180.937500 Penalty: 2874.690430
	Iteration 40F: 3 clusters Score -356180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -356181.625000 Penalty: 2874.690430
	Iteration 41Q: 3 clusters Score -356181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -356182.312500 Penalty: 2874.690430
	Iteration 42Q: 3 clusters Score -356182.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -356183.093750 Penalty: 2874.690430
	Iteration 43Q: 3 clusters Score -356183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -356183.750000 Penalty: 2874.690430
	Iteration 44Q: 3 clusters Score -356183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -356184.781250 Penalty: 2874.690430
	Iteration 45Q: 3 clusters Score -356184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -356184.437500 Penalty: 2874.690430
	Iteration 46Q: 3 clusters Score -356184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -356185.718750 Penalty: 2874.690430
	Iteration 47Q: 3 clusters Score -356185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -356185.937500 Penalty: 2874.690430
	Iteration 48Q: 3 clusters Score -356185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -356186.156250 Penalty: 2874.690430
	Iteration 49Q: 3 clusters Score -356186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -356187.343750 Penalty: 2874.690430
	Iteration 50Q: 3 clusters Score -356187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -356187.593750 Penalty: 2874.690430
	Iteration 51Q: 3 clusters Score -356187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -356187.781250 Penalty: 2874.690430
	Iteration 52Q: 3 clusters Score -356187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -356187.781250 Penalty: 2874.690430
	Iteration 53Q: 3 clusters Score -356187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -356188.218750 Penalty: 2874.690430
	Iteration 54Q: 3 clusters Score -356188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -356188.218750 Penalty: 2874.690430
	Iteration 55F: 3 clusters Score -356188.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -280422.125000 Penalty: 1375.057495
	Iteration 0F: 2 clusters Score -280422.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -276606.687500 Penalty: 2750.114990
	Iteration 0F: 3 clusters Score -276606.7 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -277627.343750 Penalty: 2750.114990
	Iteration 1F: 3 clusters Score -277627.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -277835.375000 Penalty: 2750.114990
	Iteration 2F: 3 clusters Score -277835.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -277969.843750 Penalty: 2750.114990
	Iteration 3F: 3 clusters Score -277969.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -278069.718750 Penalty: 2750.114990
	Iteration 4Q: 3 clusters Score -278069.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -278167.656250 Penalty: 2750.114990
	Iteration 5Q: 3 clusters Score -278167.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -278267.093750 Penalty: 2750.114990
	Iteration 6Q: 3 clusters Score -278267.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -278370.156250 Penalty: 2750.114990
	Iteration 7Q: 3 clusters Score -278370.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -278471.343750 Penalty: 2750.114990
	Iteration 8Q: 3 clusters Score -278471.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -278567.593750 Penalty: 2750.114990
	Iteration 9Q: 3 clusters Score -278567.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -278680.437500 Penalty: 2750.114990
	Iteration 10Q: 3 clusters Score -278680.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -278798.312500 Penalty: 2750.114990
	Iteration 11Q: 3 clusters Score -278798.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -278912.343750 Penalty: 2750.114990
	Iteration 12Q: 3 clusters Score -278912.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -279019.031250 Penalty: 2750.114990
	Iteration 13Q: 3 clusters Score -279019 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -279103.218750 Penalty: 2750.114990
	Iteration 14Q: 3 clusters Score -279103.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -279163.156250 Penalty: 2750.114990
	Iteration 15Q: 3 clusters Score -279163.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -279204.250000 Penalty: 2750.114990
	Iteration 16Q: 3 clusters Score -279204.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -279240.125000 Penalty: 2750.114990
	Iteration 17Q: 3 clusters Score -279240.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -279269.218750 Penalty: 2750.114990
	Iteration 18Q: 3 clusters Score -279269.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -279296.093750 Penalty: 2750.114990
	Iteration 19Q: 3 clusters Score -279296.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -279319.156250 Penalty: 2750.114990
	Iteration 20F: 3 clusters Score -279319.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -279340.437500 Penalty: 2750.114990
	Iteration 21Q: 3 clusters Score -279340.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -279357.625000 Penalty: 2750.114990
	Iteration 22Q: 3 clusters Score -279357.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -279371.781250 Penalty: 2750.114990
	Iteration 23Q: 3 clusters Score -279371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -279377.437500 Penalty: 2750.114990
	Iteration 24Q: 3 clusters Score -279377.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -279382.687500 Penalty: 2750.114990
	Iteration 25Q: 3 clusters Score -279382.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -279392.562500 Penalty: 2750.114990
	Iteration 26Q: 3 clusters Score -279392.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -279401.343750 Penalty: 2750.114990
	Iteration 27Q: 3 clusters Score -279401.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -279408.906250 Penalty: 2750.114990
	Iteration 28Q: 3 clusters Score -279408.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -279415.500000 Penalty: 2750.114990
	Iteration 29Q: 3 clusters Score -279415.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -279423.000000 Penalty: 2750.114990
	Iteration 30Q: 3 clusters Score -279423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -279429.562500 Penalty: 2750.114990
	Iteration 31Q: 3 clusters Score -279429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -279433.593750 Penalty: 2750.114990
	Iteration 32Q: 3 clusters Score -279433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -279434.250000 Penalty: 2750.114990
	Iteration 33Q: 3 clusters Score -279434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -279434.968750 Penalty: 2750.114990
	Iteration 34Q: 3 clusters Score -279435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -279434.968750 Penalty: 2750.114990
	Iteration 35F: 3 clusters Score -279435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Entering Unmasked Estep 
Score: -297914.906250 Penalty: 1388.468140
	Iteration 0F: 2 clusters Score -297914.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -293908.593750 Penalty: 2776.936279
	Iteration 0F: 3 clusters Score -293908.6 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -295168.312500 Penalty: 2776.936279
	Iteration 1F: 3 clusters Score -295168.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -295585.625000 Penalty: 2776.936279
	Iteration 2F: 3 clusters Score -295585.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -295946.656250 Penalty: 2776.936279
	Iteration 3F: 3 clusters Score -295946.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -296244.468750 Penalty: 2776.936279
	Iteration 4F: 3 clusters Score -296244.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -296483.968750 Penalty: 2776.936279
	Iteration 5F: 3 clusters Score -296484 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -296666.375000 Penalty: 2776.936279
	Iteration 6Q: 3 clusters Score -296666.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -296780.031250 Penalty: 2776.936279
	Iteration 7Q: 3 clusters Score -296780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -296861.343750 Penalty: 2776.936279
	Iteration 8Q: 3 clusters Score -296861.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -296933.906250 Penalty: 2776.936279
	Iteration 9Q: 3 clusters Score -296933.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -296982.750000 Penalty: 2776.936279
	Iteration 10Q: 3 clusters Score -296982.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -297012.343750 Penalty: 2776.936279
	Iteration 11Q: 3 clusters Score -297012.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -297037.687500 Penalty: 2776.936279
	Iteration 12Q: 3 clusters Score -297037.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -297069.562500 Penalty: 2776.936279
	Iteration 13Q: 3 clusters Score -297069.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -297100.312500 Penalty: 2776.936279
	Iteration 14Q: 3 clusters Score -297100.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -297116.625000 Penalty: 2776.936279
	Iteration 15Q: 3 clusters Score -297116.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -297140.437500 Penalty: 2776.936279
	Iteration 16Q: 3 clusters Score -297140.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -297156.625000 Penalty: 2776.936279
	Iteration 17Q: 3 clusters Score -297156.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -297168.968750 Penalty: 2776.936279
	Iteration 18Q: 3 clusters Score -297169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -297180.531250 Penalty: 2776.936279
	Iteration 19Q: 3 clusters Score -297180.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -297188.375000 Penalty: 2776.936279
	Iteration 20F: 3 clusters Score -297188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -297195.718750 Penalty: 2776.936279
	Iteration 21Q: 3 clusters Score -297195.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -297199.125000 Penalty: 2776.936279
	Iteration 22Q: 3 clusters Score -297199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -297201.281250 Penalty: 2776.936279
	Iteration 23Q: 3 clusters Score -297201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -297204.218750 Penalty: 2776.936279
	Iteration 24Q: 3 clusters Score -297204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -297204.750000 Penalty: 2776.936279
	Iteration 25Q: 3 clusters Score -297204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -297207.625000 Penalty: 2776.936279
	Iteration 26Q: 3 clusters Score -297207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -297211.375000 Penalty: 2776.936279
	Iteration 27Q: 3 clusters Score -297211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -297214.156250 Penalty: 2776.936279
	Iteration 28Q: 3 clusters Score -297214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -297215.062500 Penalty: 2776.936279
	Iteration 29Q: 3 clusters Score -297215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -297216.062500 Penalty: 2776.936279
	Iteration 30Q: 3 clusters Score -297216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -297217.218750 Penalty: 2776.936279
	Iteration 31Q: 3 clusters Score -297217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -297218.875000 Penalty: 2776.936279
	Iteration 32Q: 3 clusters Score -297218.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -297218.875000 Penalty: 2776.936279
	Iteration 33F: 3 clusters Score -297218.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Entering Unmasked Estep 
Score: -317507.343750 Penalty: 1392.744263
	Iteration 0F: 2 clusters Score -317507.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -313385.750000 Penalty: 2785.488525
	Iteration 0F: 3 clusters Score -313385.8 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -314651.218750 Penalty: 2785.488525
	Iteration 1F: 3 clusters Score -314651.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -314960.906250 Penalty: 2785.488525
	Iteration 2F: 3 clusters Score -314960.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -315293.343750 Penalty: 2785.488525
	Iteration 3F: 3 clusters Score -315293.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -315700.687500 Penalty: 2785.488525
	Iteration 4F: 3 clusters Score -315700.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -316128.687500 Penalty: 2785.488525
	Iteration 5F: 3 clusters Score -316128.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -316524.406250 Penalty: 2785.488525
	Iteration 6F: 3 clusters Score -316524.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -316788.343750 Penalty: 2785.488525
	Iteration 7F: 3 clusters Score -316788.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -316920.218750 Penalty: 2785.488525
	Iteration 8Q: 3 clusters Score -316920.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -316978.781250 Penalty: 2785.488525
	Iteration 9Q: 3 clusters Score -316978.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -317007.843750 Penalty: 2785.488525
	Iteration 10Q: 3 clusters Score -317007.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -317034.750000 Penalty: 2785.488525
	Iteration 11Q: 3 clusters Score -317034.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -317068.250000 Penalty: 2785.488525
	Iteration 12Q: 3 clusters Score -317068.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -317093.937500 Penalty: 2785.488525
	Iteration 13Q: 3 clusters Score -317093.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -317116.500000 Penalty: 2785.488525
	Iteration 14Q: 3 clusters Score -317116.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -317131.593750 Penalty: 2785.488525
	Iteration 15Q: 3 clusters Score -317131.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -317137.312500 Penalty: 2785.488525
	Iteration 16Q: 3 clusters Score -317137.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -317143.843750 Penalty: 2785.488525
	Iteration 17Q: 3 clusters Score -317143.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -317151.562500 Penalty: 2785.488525
	Iteration 18Q: 3 clusters Score -317151.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -317158.468750 Penalty: 2785.488525
	Iteration 19Q: 3 clusters Score -317158.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -317161.687500 Penalty: 2785.488525
	Iteration 20F: 3 clusters Score -317161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -317163.562500 Penalty: 2785.488525
	Iteration 21Q: 3 clusters Score -317163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -317166.062500 Penalty: 2785.488525
	Iteration 22Q: 3 clusters Score -317166.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -317169.468750 Penalty: 2785.488525
	Iteration 23Q: 3 clusters Score -317169.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -317171.812500 Penalty: 2785.488525
	Iteration 24Q: 3 clusters Score -317171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -317173.062500 Penalty: 2785.488525
	Iteration 25Q: 3 clusters Score -317173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -317174.343750 Penalty: 2785.488525
	Iteration 26Q: 3 clusters Score -317174.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -317175.906250 Penalty: 2785.488525
	Iteration 27Q: 3 clusters Score -317175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -317176.312500 Penalty: 2785.488525
	Iteration 28Q: 3 clusters Score -317176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -317177.000000 Penalty: 2785.488525
	Iteration 29Q: 3 clusters Score -317177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -317177.718750 Penalty: 2785.488525
	Iteration 30Q: 3 clusters Score -317177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -317177.250000 Penalty: 2785.488525
	Iteration 31Q: 3 clusters Score -317177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -317177.468750 Penalty: 2785.488525
	Iteration 32Q: 3 clusters Score -317177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -317178.000000 Penalty: 2785.488525
	Iteration 33Q: 3 clusters Score -317178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -317178.000000 Penalty: 2785.488525
	Iteration 34F: 3 clusters Score -317178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -244702.906250 Penalty: 1349.118286
	Iteration 0F: 2 clusters Score -244702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -241377.734375 Penalty: 2698.236572
	Iteration 0F: 3 clusters Score -241377.7 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -242201.890625 Penalty: 2698.236572
	Iteration 1F: 3 clusters Score -242201.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -242378.968750 Penalty: 2698.236572
	Iteration 2F: 3 clusters Score -242379 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -242497.218750 Penalty: 2698.236572
	Iteration 3F: 3 clusters Score -242497.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -242596.156250 Penalty: 2698.236572
	Iteration 4Q: 3 clusters Score -242596.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -242687.000000 Penalty: 2698.236572
	Iteration 5Q: 3 clusters Score -242687 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -242754.546875 Penalty: 2698.236572
	Iteration 6Q: 3 clusters Score -242754.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -242801.125000 Penalty: 2698.236572
	Iteration 7Q: 3 clusters Score -242801.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -242849.375000 Penalty: 2698.236572
	Iteration 8Q: 3 clusters Score -242849.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -242891.843750 Penalty: 2698.236572
	Iteration 9Q: 3 clusters Score -242891.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -242930.078125 Penalty: 2698.236572
	Iteration 10Q: 3 clusters Score -242930.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -242965.437500 Penalty: 2698.236572
	Iteration 11Q: 3 clusters Score -242965.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -242997.046875 Penalty: 2698.236572
	Iteration 12Q: 3 clusters Score -242997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -243033.078125 Penalty: 2698.236572
	Iteration 13Q: 3 clusters Score -243033.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -243078.359375 Penalty: 2698.236572
	Iteration 14Q: 3 clusters Score -243078.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -243116.921875 Penalty: 2698.236572
	Iteration 15Q: 3 clusters Score -243116.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -243144.046875 Penalty: 2698.236572
	Iteration 16Q: 3 clusters Score -243144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -243170.703125 Penalty: 2698.236572
	Iteration 17Q: 3 clusters Score -243170.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -243190.265625 Penalty: 2698.236572
	Iteration 18Q: 3 clusters Score -243190.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -243208.265625 Penalty: 2698.236572
	Iteration 19Q: 3 clusters Score -243208.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -243217.296875 Penalty: 2698.236572
	Iteration 20F: 3 clusters Score -243217.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -243226.937500 Penalty: 2698.236572
	Iteration 21Q: 3 clusters Score -243226.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -243236.187500 Penalty: 2698.236572
	Iteration 22Q: 3 clusters Score -243236.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -243245.609375 Penalty: 2698.236572
	Iteration 23Q: 3 clusters Score -243245.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -243258.156250 Penalty: 2698.236572
	Iteration 24Q: 3 clusters Score -243258.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -243273.390625 Penalty: 2698.236572
	Iteration 25Q: 3 clusters Score -243273.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -243290.921875 Penalty: 2698.236572
	Iteration 26Q: 3 clusters Score -243290.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -243303.703125 Penalty: 2698.236572
	Iteration 27Q: 3 clusters Score -243303.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -243313.843750 Penalty: 2698.236572
	Iteration 28Q: 3 clusters Score -243313.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -243322.187500 Penalty: 2698.236572
	Iteration 29Q: 3 clusters Score -243322.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -243332.265625 Penalty: 2698.236572
	Iteration 30Q: 3 clusters Score -243332.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -243342.171875 Penalty: 2698.236572
	Iteration 31Q: 3 clusters Score -243342.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -243350.890625 Penalty: 2698.236572
	Iteration 32Q: 3 clusters Score -243350.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -243360.984375 Penalty: 2698.236572
	Iteration 33Q: 3 clusters Score -243361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -243373.125000 Penalty: 2698.236572
	Iteration 34Q: 3 clusters Score -243373.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -243384.890625 Penalty: 2698.236572
	Iteration 35Q: 3 clusters Score -243384.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -243396.343750 Penalty: 2698.236572
	Iteration 36Q: 3 clusters Score -243396.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -243408.843750 Penalty: 2698.236572
	Iteration 37Q: 3 clusters Score -243408.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -243416.359375 Penalty: 2698.236572
	Iteration 38Q: 3 clusters Score -243416.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -243420.796875 Penalty: 2698.236572
	Iteration 39Q: 3 clusters Score -243420.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -243424.343750 Penalty: 2698.236572
	Iteration 40F: 3 clusters Score -243424.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -243426.328125 Penalty: 2698.236572
	Iteration 41Q: 3 clusters Score -243426.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -243428.140625 Penalty: 2698.236572
	Iteration 42Q: 3 clusters Score -243428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -243429.640625 Penalty: 2698.236572
	Iteration 43Q: 3 clusters Score -243429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -243430.093750 Penalty: 2698.236572
	Iteration 44Q: 3 clusters Score -243430.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -243429.875000 Penalty: 2698.236572
	Iteration 45Q: 3 clusters Score -243429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -243430.500000 Penalty: 2698.236572
	Iteration 46Q: 3 clusters Score -243430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -243431.812500 Penalty: 2698.236572
	Iteration 47Q: 3 clusters Score -243431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -243432.343750 Penalty: 2698.236572
	Iteration 48Q: 3 clusters Score -243432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -243432.343750 Penalty: 2698.236572
	Iteration 49Q: 3 clusters Score -243432.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -243433.437500 Penalty: 2698.236572
	Iteration 50Q: 3 clusters Score -243433.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -243434.171875 Penalty: 2698.236572
	Iteration 51Q: 3 clusters Score -243434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -243434.765625 Penalty: 2698.236572
	Iteration 52Q: 3 clusters Score -243434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -243434.765625 Penalty: 2698.236572
	Iteration 53F: 3 clusters Score -243434.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Entering Unmasked Estep 
Score: -1877177.625000 Penalty: 1675.723877
	Iteration 0F: 2 clusters Score -1877178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1856910.750000 Penalty: 3351.447754
	Iteration 0F: 3 clusters Score -1856911 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1864580.750000 Penalty: 3351.447754
	Iteration 1F: 3 clusters Score -1864581 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1864951.500000 Penalty: 3351.447754
	Iteration 2Q: 3 clusters Score -1864952 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1865367.500000 Penalty: 3351.447754
	Iteration 3Q: 3 clusters Score -1865368 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1865917.500000 Penalty: 3351.447754
	Iteration 4Q: 3 clusters Score -1865918 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -1866731.750000 Penalty: 3351.447754
	Iteration 5F: 3 clusters Score -1866732 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -1868039.500000 Penalty: 3351.447754
	Iteration 6F: 3 clusters Score -1868040 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -1869856.500000 Penalty: 3351.447754
	Iteration 7F: 3 clusters Score -1869856 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -1871970.500000 Penalty: 3351.447754
	Iteration 8F: 3 clusters Score -1871970 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -1873693.500000 Penalty: 3351.447754
	Iteration 9F: 3 clusters Score -1873694 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -1874715.750000 Penalty: 3351.447754
	Iteration 10Q: 3 clusters Score -1874716 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -1875244.125000 Penalty: 3351.447754
	Iteration 11Q: 3 clusters Score -1875244 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -1875486.000000 Penalty: 3351.447754
	Iteration 12Q: 3 clusters Score -1875486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -1875591.750000 Penalty: 3351.447754
	Iteration 13Q: 3 clusters Score -1875592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -1875643.625000 Penalty: 3351.447754
	Iteration 14Q: 3 clusters Score -1875644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -1875670.375000 Penalty: 3351.447754
	Iteration 15Q: 3 clusters Score -1875670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -1875703.625000 Penalty: 3351.447754
	Iteration 16Q: 3 clusters Score -1875704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -1875709.250000 Penalty: 3351.447754
	Iteration 17Q: 3 clusters Score -1875709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -1875716.625000 Penalty: 3351.447754
	Iteration 18Q: 3 clusters Score -1875717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -1875726.125000 Penalty: 3351.447754
	Iteration 19Q: 3 clusters Score -1875726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -1875727.750000 Penalty: 3351.447754
	Iteration 20F: 3 clusters Score -1875728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -1875735.750000 Penalty: 3351.447754
	Iteration 21Q: 3 clusters Score -1875736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -1875736.000000 Penalty: 3351.447754
	Iteration 22Q: 3 clusters Score -1875736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -1875736.125000 Penalty: 3351.447754
	Iteration 23Q: 3 clusters Score -1875736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -1875737.625000 Penalty: 3351.447754
	Iteration 24Q: 3 clusters Score -1875738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -1875737.125000 Penalty: 3351.447754
	Iteration 25Q: 3 clusters Score -1875737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -1875737.125000 Penalty: 3351.447754
	Iteration 26F: 3 clusters Score -1875737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Entering Unmasked Estep 
Score: -256520.078125 Penalty: 1355.943359
	Iteration 0F: 2 clusters Score -256520.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -253010.140625 Penalty: 2711.886719
	Iteration 0F: 3 clusters Score -253010.1 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -253960.843750 Penalty: 2711.886719
	Iteration 1F: 3 clusters Score -253960.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -254120.671875 Penalty: 2711.886719
	Iteration 2F: 3 clusters Score -254120.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -254214.109375 Penalty: 2711.886719
	Iteration 3Q: 3 clusters Score -254214.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -254275.609375 Penalty: 2711.886719
	Iteration 4Q: 3 clusters Score -254275.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -254341.859375 Penalty: 2711.886719
	Iteration 5Q: 3 clusters Score -254341.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -254409.343750 Penalty: 2711.886719
	Iteration 6Q: 3 clusters Score -254409.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -254488.734375 Penalty: 2711.886719
	Iteration 7Q: 3 clusters Score -254488.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -254544.281250 Penalty: 2711.886719
	Iteration 8Q: 3 clusters Score -254544.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -254614.750000 Penalty: 2711.886719
	Iteration 9Q: 3 clusters Score -254614.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -254691.234375 Penalty: 2711.886719
	Iteration 10Q: 3 clusters Score -254691.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -254759.468750 Penalty: 2711.886719
	Iteration 11Q: 3 clusters Score -254759.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -254840.546875 Penalty: 2711.886719
	Iteration 12Q: 3 clusters Score -254840.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -254939.531250 Penalty: 2711.886719
	Iteration 13Q: 3 clusters Score -254939.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -255031.812500 Penalty: 2711.886719
	Iteration 14Q: 3 clusters Score -255031.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -255152.718750 Penalty: 2711.886719
	Iteration 15Q: 3 clusters Score -255152.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -255254.812500 Penalty: 2711.886719
	Iteration 16Q: 3 clusters Score -255254.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -255335.078125 Penalty: 2711.886719
	Iteration 17Q: 3 clusters Score -255335.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -255420.406250 Penalty: 2711.886719
	Iteration 18Q: 3 clusters Score -255420.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -255489.031250 Penalty: 2711.886719
	Iteration 19Q: 3 clusters Score -255489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -255539.421875 Penalty: 2711.886719
	Iteration 20F: 3 clusters Score -255539.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -255590.343750 Penalty: 2711.886719
	Iteration 21Q: 3 clusters Score -255590.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -255648.390625 Penalty: 2711.886719
	Iteration 22Q: 3 clusters Score -255648.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -255692.859375 Penalty: 2711.886719
	Iteration 23Q: 3 clusters Score -255692.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -255713.625000 Penalty: 2711.886719
	Iteration 24Q: 3 clusters Score -255713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -255728.796875 Penalty: 2711.886719
	Iteration 25Q: 3 clusters Score -255728.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -255738.640625 Penalty: 2711.886719
	Iteration 26Q: 3 clusters Score -255738.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -255746.296875 Penalty: 2711.886719
	Iteration 27Q: 3 clusters Score -255746.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -255753.328125 Penalty: 2711.886719
	Iteration 28Q: 3 clusters Score -255753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -255757.296875 Penalty: 2711.886719
	Iteration 29Q: 3 clusters Score -255757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -255760.640625 Penalty: 2711.886719
	Iteration 30Q: 3 clusters Score -255760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -255765.046875 Penalty: 2711.886719
	Iteration 31Q: 3 clusters Score -255765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -255769.453125 Penalty: 2711.886719
	Iteration 32Q: 3 clusters Score -255769.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -255774.906250 Penalty: 2711.886719
	Iteration 33Q: 3 clusters Score -255774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -255779.875000 Penalty: 2711.886719
	Iteration 34Q: 3 clusters Score -255779.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -255784.453125 Penalty: 2711.886719
	Iteration 35Q: 3 clusters Score -255784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -255788.718750 Penalty: 2711.886719
	Iteration 36Q: 3 clusters Score -255788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -255791.625000 Penalty: 2711.886719
	Iteration 37Q: 3 clusters Score -255791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -255797.359375 Penalty: 2711.886719
	Iteration 38Q: 3 clusters Score -255797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -255801.531250 Penalty: 2711.886719
	Iteration 39Q: 3 clusters Score -255801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -255804.500000 Penalty: 2711.886719
	Iteration 40F: 3 clusters Score -255804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -255808.406250 Penalty: 2711.886719
	Iteration 41Q: 3 clusters Score -255808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -255809.953125 Penalty: 2711.886719
	Iteration 42Q: 3 clusters Score -255810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -255809.953125 Penalty: 2711.886719
	Iteration 43F: 3 clusters Score -255810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Entering Unmasked Estep 
Score: -1832353.375000 Penalty: 1675.112671
	Iteration 0F: 2 clusters Score -1832353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1812263.750000 Penalty: 3350.225342
	Iteration 0F: 3 clusters Score -1812264 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1819947.000000 Penalty: 3350.225342
	Iteration 1F: 3 clusters Score -1819947 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1820462.375000 Penalty: 3350.225342
	Iteration 2Q: 3 clusters Score -1820462 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1821049.000000 Penalty: 3350.225342
	Iteration 3Q: 3 clusters Score -1821049 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -1821813.500000 Penalty: 3350.225342
	Iteration 4Q: 3 clusters Score -1821814 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1822882.125000 Penalty: 3350.225342
	Iteration 5F: 3 clusters Score -1822882 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1824368.625000 Penalty: 3350.225342
	Iteration 6F: 3 clusters Score -1824369 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -1825939.125000 Penalty: 3350.225342
	Iteration 7F: 3 clusters Score -1825939 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -1827413.625000 Penalty: 3350.225342
	Iteration 8F: 3 clusters Score -1827414 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -1828496.875000 Penalty: 3350.225342
	Iteration 9Q: 3 clusters Score -1828497 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -1829224.125000 Penalty: 3350.225342
	Iteration 10Q: 3 clusters Score -1829224 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -1829748.750000 Penalty: 3350.225342
	Iteration 11Q: 3 clusters Score -1829749 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -1830069.375000 Penalty: 3350.225342
	Iteration 12Q: 3 clusters Score -1830069 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -1830299.375000 Penalty: 3350.225342
	Iteration 13Q: 3 clusters Score -1830299 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -1830456.375000 Penalty: 3350.225342
	Iteration 14Q: 3 clusters Score -1830456 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -1830585.500000 Penalty: 3350.225342
	Iteration 15Q: 3 clusters Score -1830586 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -1830685.250000 Penalty: 3350.225342
	Iteration 16Q: 3 clusters Score -1830685 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -1830761.750000 Penalty: 3350.225342
	Iteration 17Q: 3 clusters Score -1830762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -1830799.000000 Penalty: 3350.225342
	Iteration 18Q: 3 clusters Score -1830799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -1830828.375000 Penalty: 3350.225342
	Iteration 19Q: 3 clusters Score -1830828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -1830847.250000 Penalty: 3350.225342
	Iteration 20F: 3 clusters Score -1830847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -1830864.375000 Penalty: 3350.225342
	Iteration 21Q: 3 clusters Score -1830864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -1830877.500000 Penalty: 3350.225342
	Iteration 22Q: 3 clusters Score -1830878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -1830893.000000 Penalty: 3350.225342
	Iteration 23Q: 3 clusters Score -1830893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -1830902.000000 Penalty: 3350.225342
	Iteration 24Q: 3 clusters Score -1830902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -1830910.375000 Penalty: 3350.225342
	Iteration 25Q: 3 clusters Score -1830910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -1830922.500000 Penalty: 3350.225342
	Iteration 26Q: 3 clusters Score -1830922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -1830933.750000 Penalty: 3350.225342
	Iteration 27Q: 3 clusters Score -1830934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -1830938.125000 Penalty: 3350.225342
	Iteration 28Q: 3 clusters Score -1830938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -1830940.000000 Penalty: 3350.225342
	Iteration 29Q: 3 clusters Score -1830940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -1830945.500000 Penalty: 3350.225342
	Iteration 30Q: 3 clusters Score -1830946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -1830950.750000 Penalty: 3350.225342
	Iteration 31Q: 3 clusters Score -1830951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -1830957.250000 Penalty: 3350.225342
	Iteration 32Q: 3 clusters Score -1830957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -1830958.500000 Penalty: 3350.225342
	Iteration 33Q: 3 clusters Score -1830958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -1830960.000000 Penalty: 3350.225342
	Iteration 34Q: 3 clusters Score -1830960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -1830961.875000 Penalty: 3350.225342
	Iteration 35Q: 3 clusters Score -1830962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -1830962.125000 Penalty: 3350.225342
	Iteration 36Q: 3 clusters Score -1830962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -1830961.000000 Penalty: 3350.225342
	Iteration 37Q: 3 clusters Score -1830961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -1830960.250000 Penalty: 3350.225342
	Iteration 38Q: 3 clusters Score -1830960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -1830960.250000 Penalty: 3350.225342
	Iteration 39F: 3 clusters Score -1830960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Entering Unmasked Estep 
Score: -5177681.500000 Penalty: 1842.738403
	Iteration 0F: 2 clusters Score -5177682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -5121345.000000 Penalty: 3685.476807
	Iteration 0F: 3 clusters Score -5121345 nChanged 40048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5144655.000000 Penalty: 3685.476807
	Iteration 1F: 3 clusters Score -5144655 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -5145676.500000 Penalty: 3685.476807
	Iteration 2Q: 3 clusters Score -5145676 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -5147184.000000 Penalty: 3685.476807
	Iteration 3Q: 3 clusters Score -5147184 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -5149575.500000 Penalty: 3685.476807
	Iteration 4F: 3 clusters Score -5149576 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5153521.500000 Penalty: 3685.476807
	Iteration 5F: 3 clusters Score -5153522 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -5159489.000000 Penalty: 3685.476807
	Iteration 6F: 3 clusters Score -5159489 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -5166428.000000 Penalty: 3685.476807
	Iteration 7F: 3 clusters Score -5166428 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -5171735.000000 Penalty: 3685.476807
	Iteration 8F: 3 clusters Score -5171735 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5174386.000000 Penalty: 3685.476807
	Iteration 9Q: 3 clusters Score -5174386 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5175401.000000 Penalty: 3685.476807
	Iteration 10Q: 3 clusters Score -5175401 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5175813.000000 Penalty: 3685.476807
	Iteration 11Q: 3 clusters Score -5175813 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5175958.500000 Penalty: 3685.476807
	Iteration 12Q: 3 clusters Score -5175958 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5176030.500000 Penalty: 3685.476807
	Iteration 13Q: 3 clusters Score -5176030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5176060.500000 Penalty: 3685.476807
	Iteration 14Q: 3 clusters Score -5176060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5176083.500000 Penalty: 3685.476807
	Iteration 15Q: 3 clusters Score -5176084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5176104.500000 Penalty: 3685.476807
	Iteration 16Q: 3 clusters Score -5176104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5176118.000000 Penalty: 3685.476807
	Iteration 17Q: 3 clusters Score -5176118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5176124.000000 Penalty: 3685.476807
	Iteration 18Q: 3 clusters Score -5176124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5176141.000000 Penalty: 3685.476807
	Iteration 19Q: 3 clusters Score -5176141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5176147.500000 Penalty: 3685.476807
	Iteration 20F: 3 clusters Score -5176148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5176145.500000 Penalty: 3685.476807
	Iteration 21Q: 3 clusters Score -5176146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5176155.000000 Penalty: 3685.476807
	Iteration 22Q: 3 clusters Score -5176155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5176155.000000 Penalty: 3685.476807
	Iteration 23Q: 3 clusters Score -5176155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5176156.500000 Penalty: 3685.476807
	Iteration 24Q: 3 clusters Score -5176156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5176156.000000 Penalty: 3685.476807
	Iteration 25Q: 3 clusters Score -5176156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5176164.000000 Penalty: 3685.476807
	Iteration 26Q: 3 clusters Score -5176164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5176165.500000 Penalty: 3685.476807
	Iteration 27Q: 3 clusters Score -5176166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5176167.000000 Penalty: 3685.476807
	Iteration 28Q: 3 clusters Score -5176167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5176167.500000 Penalty: 3685.476807
	Iteration 29Q: 3 clusters Score -5176168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5176177.000000 Penalty: 3685.476807
	Iteration 30Q: 3 clusters Score -5176177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5176179.500000 Penalty: 3685.476807
	Iteration 31Q: 3 clusters Score -5176180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5176185.000000 Penalty: 3685.476807
	Iteration 32Q: 3 clusters Score -5176185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5176183.000000 Penalty: 3685.476807
	Iteration 33Q: 3 clusters Score -5176183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5176186.000000 Penalty: 3685.476807
	Iteration 34Q: 3 clusters Score -5176186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5176187.500000 Penalty: 3685.476807
	Iteration 35Q: 3 clusters Score -5176188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5176189.500000 Penalty: 3685.476807
	Iteration 36Q: 3 clusters Score -5176190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5176186.000000 Penalty: 3685.476807
	Iteration 37Q: 3 clusters Score -5176186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5176186.000000 Penalty: 3685.476807
	Iteration 38F: 3 clusters Score -5176186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Entering Unmasked Estep 
Score: -405683.437500 Penalty: 1434.201172
	Iteration 0F: 2 clusters Score -405683.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -400615.000000 Penalty: 2868.402344
	Iteration 0F: 3 clusters Score -400615 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -402118.343750 Penalty: 2868.402344
	Iteration 1F: 3 clusters Score -402118.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -402270.656250 Penalty: 2868.402344
	Iteration 2F: 3 clusters Score -402270.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -402360.500000 Penalty: 2868.402344
	Iteration 3Q: 3 clusters Score -402360.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -402451.875000 Penalty: 2868.402344
	Iteration 4Q: 3 clusters Score -402451.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -402540.500000 Penalty: 2868.402344
	Iteration 5Q: 3 clusters Score -402540.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -402615.656250 Penalty: 2868.402344
	Iteration 6Q: 3 clusters Score -402615.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -402676.843750 Penalty: 2868.402344
	Iteration 7Q: 3 clusters Score -402676.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -402726.281250 Penalty: 2868.402344
	Iteration 8Q: 3 clusters Score -402726.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -402779.406250 Penalty: 2868.402344
	Iteration 9Q: 3 clusters Score -402779.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -402862.156250 Penalty: 2868.402344
	Iteration 10Q: 3 clusters Score -402862.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -402961.125000 Penalty: 2868.402344
	Iteration 11Q: 3 clusters Score -402961.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -403089.437500 Penalty: 2868.402344
	Iteration 12Q: 3 clusters Score -403089.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -403264.218750 Penalty: 2868.402344
	Iteration 13Q: 3 clusters Score -403264.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -403498.562500 Penalty: 2868.402344
	Iteration 14Q: 3 clusters Score -403498.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -403753.968750 Penalty: 2868.402344
	Iteration 15Q: 3 clusters Score -403754 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -403979.500000 Penalty: 2868.402344
	Iteration 16Q: 3 clusters Score -403979.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -404157.906250 Penalty: 2868.402344
	Iteration 17Q: 3 clusters Score -404157.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -404304.687500 Penalty: 2868.402344
	Iteration 18Q: 3 clusters Score -404304.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -404427.218750 Penalty: 2868.402344
	Iteration 19Q: 3 clusters Score -404427.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -404534.687500 Penalty: 2868.402344
	Iteration 20F: 3 clusters Score -404534.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -404607.562500 Penalty: 2868.402344
	Iteration 21Q: 3 clusters Score -404607.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -404649.312500 Penalty: 2868.402344
	Iteration 22Q: 3 clusters Score -404649.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -404683.593750 Penalty: 2868.402344
	Iteration 23Q: 3 clusters Score -404683.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -404702.375000 Penalty: 2868.402344
	Iteration 24Q: 3 clusters Score -404702.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -404712.437500 Penalty: 2868.402344
	Iteration 25Q: 3 clusters Score -404712.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -404719.093750 Penalty: 2868.402344
	Iteration 26Q: 3 clusters Score -404719.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -404725.625000 Penalty: 2868.402344
	Iteration 27Q: 3 clusters Score -404725.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -404731.750000 Penalty: 2868.402344
	Iteration 28Q: 3 clusters Score -404731.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -404735.031250 Penalty: 2868.402344
	Iteration 29Q: 3 clusters Score -404735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -404737.687500 Penalty: 2868.402344
	Iteration 30Q: 3 clusters Score -404737.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -404741.375000 Penalty: 2868.402344
	Iteration 31Q: 3 clusters Score -404741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -404744.281250 Penalty: 2868.402344
	Iteration 32Q: 3 clusters Score -404744.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -404746.125000 Penalty: 2868.402344
	Iteration 33Q: 3 clusters Score -404746.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -404749.250000 Penalty: 2868.402344
	Iteration 34Q: 3 clusters Score -404749.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -404751.125000 Penalty: 2868.402344
	Iteration 35Q: 3 clusters Score -404751.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -404754.250000 Penalty: 2868.402344
	Iteration 36Q: 3 clusters Score -404754.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -404755.187500 Penalty: 2868.402344
	Iteration 37Q: 3 clusters Score -404755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -404755.531250 Penalty: 2868.402344
	Iteration 38Q: 3 clusters Score -404755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -404755.937500 Penalty: 2868.402344
	Iteration 39Q: 3 clusters Score -404755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -404755.937500 Penalty: 2868.402344
	Iteration 40F: 3 clusters Score -404755.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Entering Unmasked Estep 
Score: -366472.281250 Penalty: 1416.889038
	Iteration 0F: 2 clusters Score -366472.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -361752.031250 Penalty: 2833.778076
	Iteration 0F: 3 clusters Score -361752 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -363271.031250 Penalty: 2833.778076
	Iteration 1F: 3 clusters Score -363271 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -363747.031250 Penalty: 2833.778076
	Iteration 2F: 3 clusters Score -363747 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -364283.468750 Penalty: 2833.778076
	Iteration 3F: 3 clusters Score -364283.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -364839.531250 Penalty: 2833.778076
	Iteration 4F: 3 clusters Score -364839.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -365284.687500 Penalty: 2833.778076
	Iteration 5F: 3 clusters Score -365284.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -365597.937500 Penalty: 2833.778076
	Iteration 6Q: 3 clusters Score -365597.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -365767.843750 Penalty: 2833.778076
	Iteration 7Q: 3 clusters Score -365767.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -365871.343750 Penalty: 2833.778076
	Iteration 8Q: 3 clusters Score -365871.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -365931.437500 Penalty: 2833.778076
	Iteration 9Q: 3 clusters Score -365931.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -365972.718750 Penalty: 2833.778076
	Iteration 10Q: 3 clusters Score -365972.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -365993.593750 Penalty: 2833.778076
	Iteration 11Q: 3 clusters Score -365993.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -365999.562500 Penalty: 2833.778076
	Iteration 12Q: 3 clusters Score -365999.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -366004.312500 Penalty: 2833.778076
	Iteration 13Q: 3 clusters Score -366004.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -366008.406250 Penalty: 2833.778076
	Iteration 14Q: 3 clusters Score -366008.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -366012.062500 Penalty: 2833.778076
	Iteration 15Q: 3 clusters Score -366012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -366014.312500 Penalty: 2833.778076
	Iteration 16Q: 3 clusters Score -366014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -366016.093750 Penalty: 2833.778076
	Iteration 17Q: 3 clusters Score -366016.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -366015.812500 Penalty: 2833.778076
	Iteration 18Q: 3 clusters Score -366015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -366015.812500 Penalty: 2833.778076
	Iteration 19F: 3 clusters Score -366015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Entering Unmasked Estep 
Score: -937086.187500 Penalty: 1561.949707
	Iteration 0F: 2 clusters Score -937086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -926817.250000 Penalty: 3123.899414
	Iteration 0F: 3 clusters Score -926817.2 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -930625.000000 Penalty: 3123.899414
	Iteration 1F: 3 clusters Score -930625 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -931031.250000 Penalty: 3123.899414
	Iteration 2F: 3 clusters Score -931031.2 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -931443.625000 Penalty: 3123.899414
	Iteration 3F: 3 clusters Score -931443.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -931882.500000 Penalty: 3123.899414
	Iteration 4F: 3 clusters Score -931882.5 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -932454.125000 Penalty: 3123.899414
	Iteration 5F: 3 clusters Score -932454.1 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -933147.875000 Penalty: 3123.899414
	Iteration 6F: 3 clusters Score -933147.9 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -933971.500000 Penalty: 3123.899414
	Iteration 7F: 3 clusters Score -933971.5 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -934678.125000 Penalty: 3123.899414
	Iteration 8F: 3 clusters Score -934678.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -935230.312500 Penalty: 3123.899414
	Iteration 9Q: 3 clusters Score -935230.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -935547.875000 Penalty: 3123.899414
	Iteration 10Q: 3 clusters Score -935547.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -935727.562500 Penalty: 3123.899414
	Iteration 11Q: 3 clusters Score -935727.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -935831.437500 Penalty: 3123.899414
	Iteration 12Q: 3 clusters Score -935831.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -935904.687500 Penalty: 3123.899414
	Iteration 13Q: 3 clusters Score -935904.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -935937.187500 Penalty: 3123.899414
	Iteration 14Q: 3 clusters Score -935937.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -935959.875000 Penalty: 3123.899414
	Iteration 15Q: 3 clusters Score -935959.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -935968.937500 Penalty: 3123.899414
	Iteration 16Q: 3 clusters Score -935968.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -935971.375000 Penalty: 3123.899414
	Iteration 17Q: 3 clusters Score -935971.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -935978.750000 Penalty: 3123.899414
	Iteration 18Q: 3 clusters Score -935978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -935979.687500 Penalty: 3123.899414
	Iteration 19Q: 3 clusters Score -935979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -935988.125000 Penalty: 3123.899414
	Iteration 20F: 3 clusters Score -935988.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -935993.375000 Penalty: 3123.899414
	Iteration 21Q: 3 clusters Score -935993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -935999.500000 Penalty: 3123.899414
	Iteration 22Q: 3 clusters Score -935999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -935998.062500 Penalty: 3123.899414
	Iteration 23Q: 3 clusters Score -935998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -935999.125000 Penalty: 3123.899414
	Iteration 24Q: 3 clusters Score -935999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -936000.250000 Penalty: 3123.899414
	Iteration 25Q: 3 clusters Score -936000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -936001.750000 Penalty: 3123.899414
	Iteration 26Q: 3 clusters Score -936001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -936003.000000 Penalty: 3123.899414
	Iteration 27Q: 3 clusters Score -936003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -936004.875000 Penalty: 3123.899414
	Iteration 28Q: 3 clusters Score -936004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -936004.062500 Penalty: 3123.899414
	Iteration 29Q: 3 clusters Score -936004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -936005.562500 Penalty: 3123.899414
	Iteration 30Q: 3 clusters Score -936005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -936005.687500 Penalty: 3123.899414
	Iteration 31Q: 3 clusters Score -936005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -936006.375000 Penalty: 3123.899414
	Iteration 32Q: 3 clusters Score -936006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -936007.250000 Penalty: 3123.899414
	Iteration 33Q: 3 clusters Score -936007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -936006.875000 Penalty: 3123.899414
	Iteration 34Q: 3 clusters Score -936006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -936007.375000 Penalty: 3123.899414
	Iteration 35Q: 3 clusters Score -936007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -936007.375000 Penalty: 3123.899414
	Iteration 36F: 3 clusters Score -936007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Entering Unmasked Estep 
Score: -1681279.250000 Penalty: 1659.652954
	Iteration 0F: 2 clusters Score -1681279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1662814.375000 Penalty: 3319.305908
	Iteration 0F: 3 clusters Score -1662814 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1669740.875000 Penalty: 3319.305908
	Iteration 1F: 3 clusters Score -1669741 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1670146.375000 Penalty: 3319.305908
	Iteration 2Q: 3 clusters Score -1670146 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1670558.625000 Penalty: 3319.305908
	Iteration 3Q: 3 clusters Score -1670559 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1670979 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1671470.625000 Penalty: 3319.305908
	Iteration 5Q: 3 clusters Score -1671471 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1672013.375000 Penalty: 3319.305908
	Iteration 6Q: 3 clusters Score -1672013 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1672605.750000 Penalty: 3319.305908
	Iteration 7Q: 3 clusters Score -1672606 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1673269 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1673958.750000 Penalty: 3319.305908
	Iteration 9Q: 3 clusters Score -1673959 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1674655 nChanged 1229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1675286.750000 Penalty: 3319.305908
	Iteration 11Q: 3 clusters Score -1675287 nChanged 948
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1675663 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1675921 nChanged 498
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1676031.625000 Penalty: 3319.305908
	Iteration 14Q: 3 clusters Score -1676032 nChanged 403
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1676119 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1676178 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1676225 nChanged 240
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Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1676275 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1676344 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1676417.750000 Penalty: 3319.305908
	Iteration 20F: 3 clusters Score -1676418 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1676515.125000 Penalty: 3319.305908
	Iteration 21Q: 3 clusters Score -1676515 nChanged 325
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1676597 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1676697 nChanged 387
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1676827 nChanged 419
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1676970 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1677127 nChanged 425
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1677274 nChanged 432
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1677450 nChanged 422
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1677609 nChanged 410
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1677802 nChanged 443
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1678038 nChanged 456
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1678306 nChanged 444
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1678563 nChanged 386
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1678811 nChanged 368
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1679014 nChanged 314
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1679176 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1679320 nChanged 253
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Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1679427 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1679511 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -1679575.875000 Penalty: 3319.305908
	Iteration 40F: 3 clusters Score -1679576 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1679624 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -1679671.375000 Penalty: 3319.305908
	Iteration 42Q: 3 clusters Score -1679671 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1679706 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1679734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1679758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -1679781.375000 Penalty: 3319.305908
	Iteration 46Q: 3 clusters Score -1679781 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -1679800.375000 Penalty: 3319.305908
	Iteration 47Q: 3 clusters Score -1679800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -1679826.250000 Penalty: 3319.305908
	Iteration 48Q: 3 clusters Score -1679826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -1679843.750000 Penalty: 3319.305908
	Iteration 49Q: 3 clusters Score -1679844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -1679863.625000 Penalty: 3319.305908
	Iteration 50Q: 3 clusters Score -1679864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1679877 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1679888 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -1679901.875000 Penalty: 3319.305908
	Iteration 53Q: 3 clusters Score -1679902 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -1679904.875000 Penalty: 3319.305908
	Iteration 54Q: 3 clusters Score -1679905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -1679916.500000 Penalty: 3319.305908
	Iteration 55Q: 3 clusters Score -1679916 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -1679924.750000 Penalty: 3319.305908
	Iteration 56Q: 3 clusters Score -1679925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -1679931.375000 Penalty: 3319.305908
	Iteration 57Q: 3 clusters Score -1679931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -1679945.500000 Penalty: 3319.305908
	Iteration 58Q: 3 clusters Score -1679946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -1679952.750000 Penalty: 3319.305908
	Iteration 59Q: 3 clusters Score -1679953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -1679959.875000 Penalty: 3319.305908
	Iteration 60F: 3 clusters Score -1679960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -1679960.625000 Penalty: 3319.305908
	Iteration 61Q: 3 clusters Score -1679961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -1679968.625000 Penalty: 3319.305908
	Iteration 62Q: 3 clusters Score -1679969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -1679968.375000 Penalty: 3319.305908
	Iteration 63Q: 3 clusters Score -1679968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -1679970.625000 Penalty: 3319.305908
	Iteration 64Q: 3 clusters Score -1679971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -1679979.375000 Penalty: 3319.305908
	Iteration 65Q: 3 clusters Score -1679979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -1679980.250000 Penalty: 3319.305908
	Iteration 66Q: 3 clusters Score -1679980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -1679984.000000 Penalty: 3319.305908
	Iteration 67Q: 3 clusters Score -1679984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -1679985.250000 Penalty: 3319.305908
	Iteration 68Q: 3 clusters Score -1679985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -1679982.125000 Penalty: 3319.305908
	Iteration 69Q: 3 clusters Score -1679982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -1679985.500000 Penalty: 3319.305908
	Iteration 70Q: 3 clusters Score -1679986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -1679987.000000 Penalty: 3319.305908
	Iteration 71Q: 3 clusters Score -1679987 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -1679985.625000 Penalty: 3319.305908
	Iteration 72Q: 3 clusters Score -1679986 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -1679982.875000 Penalty: 3319.305908
	Iteration 73Q: 3 clusters Score -1679983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -1679984.625000 Penalty: 3319.305908
	Iteration 74Q: 3 clusters Score -1679985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -1679986.250000 Penalty: 3319.305908
	Iteration 75Q: 3 clusters Score -1679986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -1679992.375000 Penalty: 3319.305908
	Iteration 76Q: 3 clusters Score -1679992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -1679997.625000 Penalty: 3319.305908
	Iteration 77Q: 3 clusters Score -1679998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -1679997.500000 Penalty: 3319.305908
	Iteration 78Q: 3 clusters Score -1679998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -1680002.375000 Penalty: 3319.305908
	Iteration 79Q: 3 clusters Score -1680002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -1680003.500000 Penalty: 3319.305908
	Iteration 80F: 3 clusters Score -1680004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -1680006.000000 Penalty: 3319.305908
	Iteration 81Q: 3 clusters Score -1680006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -1680008.375000 Penalty: 3319.305908
	Iteration 82Q: 3 clusters Score -1680008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -1680010.125000 Penalty: 3319.305908
	Iteration 83Q: 3 clusters Score -1680010 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -1680009.625000 Penalty: 3319.305908
	Iteration 84Q: 3 clusters Score -1680010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -1680009.250000 Penalty: 3319.305908
	Iteration 85Q: 3 clusters Score -1680009 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -1680006.875000 Penalty: 3319.305908
	Iteration 86Q: 3 clusters Score -1680007 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -1680010.000000 Penalty: 3319.305908
	Iteration 87Q: 3 clusters Score -1680010 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -1680008.500000 Penalty: 3319.305908
	Iteration 88Q: 3 clusters Score -1680008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -1680008.500000 Penalty: 3319.305908
	Iteration 89F: 3 clusters Score -1680008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 61005 members 
Mstep: Class 3 contains 102975 members 
Mstep: Class 4 contains 11824 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 16229 members 
Mstep: Class 7 contains 15878 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 6941 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 5138 members 
Mstep: Class 12 contains 5275 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 30096 members 
Mstep: Class 15 contains 4206 members 
Mstep: Class 16 contains 29983 members 
Mstep: Class 17 contains 84114 members 
Mstep: Class 18 contains 6808 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 22 contains 27262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947110.000000 Penalty: 44484.289062
Iteration 79Q: 22 clusters Score -2.694711e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 60974 members 
Mstep: Class 3 contains 102978 members 
Mstep: Class 4 contains 11816 members 
Mstep: Class 5 contains 2626 members 
Mstep: Class 6 contains 16208 members 
Mstep: Class 7 contains 15876 members 
Mstep: Class 8 contains 3521 members 
Mstep: Class 9 contains 6943 members 
Mstep: Class 10 contains 4732 members 
Mstep: Class 11 contains 5101 members 
Mstep: Class 12 contains 5283 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 30080 members 
Mstep: Class 15 contains 4162 members 
Mstep: Class 16 contains 29971 members 
Mstep: Class 17 contains 84240 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6109 members 
Mstep: Class 20 contains 14915 members 
Mstep: Class 22 contains 27318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947230.000000 Penalty: 44484.289062
Iteration 80F: 22 clusters Score -2.694723e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 60952 members 
Mstep: Class 3 contains 102985 members 
Mstep: Class 4 contains 11816 members 
Mstep: Class 5 contains 2641 members 
Mstep: Class 6 contains 16181 members 
Mstep: Class 7 contains 15866 members 
Mstep: Class 8 contains 3503 members 
Mstep: Class 9 contains 6941 members 
Mstep: Class 10 contains 4737 members 
Mstep: Class 11 contains 5068 members 
Mstep: Class 12 contains 5289 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 30059 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 29961 members 
Mstep: Class 17 contains 84358 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 6101 members 
Mstep: Class 20 contains 14892 members 
Mstep: Class 22 contains 27369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947224.000000 Penalty: 44484.289062
Iteration 81Q: 22 clusters Score -2.694722e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 60919 members 
Mstep: Class 3 contains 102998 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 16165 members 
Mstep: Class 7 contains 15861 members 
Mstep: Class 8 contains 3490 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 4740 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 5293 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 30045 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 29951 members 
Mstep: Class 17 contains 84461 members 
Mstep: Class 18 contains 6808 members 
Mstep: Class 19 contains 6085 members 
Mstep: Class 20 contains 14876 members 
Mstep: Class 22 contains 27409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947256.000000 Penalty: 44484.289062
Iteration 82Q: 22 clusters Score -2.694726e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 60887 members 
Mstep: Class 3 contains 103000 members 
Mstep: Class 4 contains 11804 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 16152 members 
Mstep: Class 7 contains 15857 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 6924 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 5289 members 
Mstep: Class 13 contains 4034 members 
Mstep: Class 14 contains 30033 members 
Mstep: Class 15 contains 4087 members 
Mstep: Class 16 contains 29945 members 
Mstep: Class 17 contains 84571 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 6080 members 
Mstep: Class 20 contains 14853 members 
Mstep: Class 22 contains 27439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947260.000000 Penalty: 44484.289062
Iteration 83Q: 22 clusters Score -2.694726e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 60854 members 
Mstep: Class 3 contains 103001 members 
Mstep: Class 4 contains 11802 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 16139 members 
Mstep: Class 7 contains 15853 members 
Mstep: Class 8 contains 3477 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5288 members 
Mstep: Class 13 contains 4036 members 
Mstep: Class 14 contains 30020 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 29940 members 
Mstep: Class 17 contains 84674 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 6075 members 
Mstep: Class 20 contains 14841 members 
Mstep: Class 22 contains 27471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947298.000000 Penalty: 44484.289062
Iteration 84Q: 22 clusters Score -2.69473e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 60828 members 
Mstep: Class 3 contains 103009 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 16125 members 
Mstep: Class 7 contains 15850 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 5285 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 30002 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 29933 members 
Mstep: Class 17 contains 84762 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 14834 members 
Mstep: Class 22 contains 27504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947416.000000 Penalty: 44484.289062
Iteration 85Q: 22 clusters Score -2.694742e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 60814 members 
Mstep: Class 3 contains 103012 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 2687 members 
Mstep: Class 6 contains 16117 members 
Mstep: Class 7 contains 15842 members 
Mstep: Class 8 contains 3472 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 29994 members 
Mstep: Class 15 contains 4020 members 
Mstep: Class 16 contains 29928 members 
Mstep: Class 17 contains 84831 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 6066 members 
Mstep: Class 20 contains 14829 members 
Mstep: Class 22 contains 27527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947362.000000 Penalty: 44484.289062
Iteration 86Q: 22 clusters Score -2.694736e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 60819 members 
Mstep: Class 3 contains 103014 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 16113 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 8 contains 3470 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 5287 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 29986 members 
Mstep: Class 15 contains 3999 members 
Mstep: Class 16 contains 29922 members 
Mstep: Class 17 contains 84902 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6061 members 
Mstep: Class 20 contains 14824 members 
Mstep: Class 22 contains 27550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947494.000000 Penalty: 44484.289062
Iteration 87Q: 22 clusters Score -2.694749e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 60813 members 
Mstep: Class 3 contains 103015 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 16106 members 
Mstep: Class 7 contains 15834 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 29981 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 29919 members 
Mstep: Class 17 contains 84989 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 14820 members 
Mstep: Class 22 contains 27567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947478.000000 Penalty: 44484.289062
Iteration 88Q: 22 clusters Score -2.694748e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 60800 members 
Mstep: Class 3 contains 103009 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 2700 members 
Mstep: Class 6 contains 16096 members 
Mstep: Class 7 contains 15835 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 10 contains 4756 members 
Mstep: Class 11 contains 4861 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 29971 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 29916 members 
Mstep: Class 17 contains 85058 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6052 members 
Mstep: Class 20 contains 14820 members 
Mstep: Class 22 contains 27589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947430.000000 Penalty: 44484.289062
Iteration 89Q: 22 clusters Score -2.694743e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 60774 members 
Mstep: Class 3 contains 103007 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 2700 members 
Mstep: Class 6 contains 16080 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 6903 members 
Mstep: Class 10 contains 4758 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 5289 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 29965 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 29915 members 
Mstep: Class 17 contains 85123 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 6050 members 
Mstep: Class 20 contains 14819 members 
Mstep: Class 22 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947504.000000 Penalty: 44484.289062
Iteration 90Q: 22 clusters Score -2.69475e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 60741 members 
Mstep: Class 3 contains 103012 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 16070 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 6903 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 4809 members 
Mstep: Class 12 contains 5292 members 
Mstep: Class 13 contains 4047 members 
Mstep: Class 14 contains 29953 members 
Mstep: Class 15 contains 3925 members 
Mstep: Class 16 contains 29913 members 
Mstep: Class 17 contains 85184 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6046 members 
Mstep: Class 20 contains 14819 members 
Mstep: Class 22 contains 27635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947536.000000 Penalty: 44484.289062
Iteration 91Q: 22 clusters Score -2.694754e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 60706 members 
Mstep: Class 3 contains 103015 members 
Mstep: Class 4 contains 11795 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 16064 members 
Mstep: Class 7 contains 15831 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 5296 members 
Mstep: Class 13 contains 4048 members 
Mstep: Class 14 contains 29943 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 29912 members 
Mstep: Class 17 contains 85247 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 14819 members 
Mstep: Class 22 contains 27656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947574.000000 Penalty: 44484.289062
Iteration 92Q: 22 clusters Score -2.694757e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 60679 members 
Mstep: Class 3 contains 103012 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 16060 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 6900 members 
Mstep: Class 10 contains 4770 members 
Mstep: Class 11 contains 4761 members 
Mstep: Class 12 contains 5303 members 
Mstep: Class 13 contains 4047 members 
Mstep: Class 14 contains 29940 members 
Mstep: Class 15 contains 3886 members 
Mstep: Class 16 contains 29913 members 
Mstep: Class 17 contains 85297 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 14818 members 
Mstep: Class 22 contains 27675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947552.000000 Penalty: 44484.289062
Iteration 93Q: 22 clusters Score -2.694755e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 60662 members 
Mstep: Class 3 contains 103008 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 4739 members 
Mstep: Class 12 contains 5304 members 
Mstep: Class 13 contains 4049 members 
Mstep: Class 14 contains 29943 members 
Mstep: Class 15 contains 3869 members 
Mstep: Class 16 contains 29910 members 
Mstep: Class 17 contains 85344 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 14813 members 
Mstep: Class 22 contains 27696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947552.000000 Penalty: 44484.289062
Iteration 94Q: 22 clusters Score -2.694755e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 60648 members 
Mstep: Class 3 contains 103012 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 4712 members 
Mstep: Class 12 contains 5305 members 
Mstep: Class 13 contains 4052 members 
Mstep: Class 14 contains 29938 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 29907 members 
Mstep: Class 17 contains 85399 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6027 members 
Mstep: Class 20 contains 14802 members 
Mstep: Class 22 contains 27716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947592.000000 Penalty: 44484.289062
Iteration 95Q: 22 clusters Score -2.694759e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 60635 members 
Mstep: Class 3 contains 103016 members 
Mstep: Class 4 contains 11780 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 15832 members 
Mstep: Class 8 contains 3470 members 
Mstep: Class 9 contains 6900 members 
Mstep: Class 10 contains 4781 members 
Mstep: Class 11 contains 4677 members 
Mstep: Class 12 contains 5306 members 
Mstep: Class 13 contains 4052 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 29904 members 
Mstep: Class 17 contains 85449 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 14794 members 
Mstep: Class 22 contains 27722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947606.000000 Penalty: 44484.289062
Iteration 96Q: 22 clusters Score -2.694761e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 60623 members 
Mstep: Class 3 contains 103018 members 
Mstep: Class 4 contains 11780 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 3470 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 4782 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 5305 members 
Mstep: Class 13 contains 4052 members 
Mstep: Class 14 contains 29934 members 
Mstep: Class 15 contains 3826 members 
Mstep: Class 16 contains 29901 members 
Mstep: Class 17 contains 85516 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6022 members 
Mstep: Class 20 contains 14785 members 
Mstep: Class 22 contains 27730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947648.000000 Penalty: 44484.289062
Iteration 97Q: 22 clusters Score -2.694765e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 60599 members 
Mstep: Class 3 contains 103022 members 
Mstep: Class 4 contains 11780 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 16040 members 
Mstep: Class 7 contains 15828 members 
Mstep: Class 8 contains 3470 members 
Mstep: Class 9 contains 6898 members 
Mstep: Class 10 contains 4784 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 5305 members 
Mstep: Class 13 contains 4052 members 
Mstep: Class 14 contains 29936 members 
Mstep: Class 15 contains 3815 members 
Mstep: Class 16 contains 29898 members 
Mstep: Class 17 contains 85559 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 14778 members 
Mstep: Class 22 contains 27744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947650.000000 Penalty: 44484.289062
Iteration 98Q: 22 clusters Score -2.694765e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 60570 members 
Mstep: Class 3 contains 103026 members 
Mstep: Class 4 contains 11778 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 15827 members 
Mstep: Class 8 contains 3470 members 
Mstep: Class 9 contains 6896 members 
Mstep: Class 10 contains 4787 members 
Mstep: Class 11 contains 4549 members 
Mstep: Class 12 contains 5305 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 29937 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 29895 members 
Mstep: Class 17 contains 85607 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 14773 members 
Mstep: Class 22 contains 27756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947620.000000 Penalty: 44484.289062
Iteration 99Q: 22 clusters Score -2.694762e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 60541 members 
Mstep: Class 3 contains 103034 members 
Mstep: Class 4 contains 11772 members 
Mstep: Class 5 contains 2716 members 
Mstep: Class 6 contains 16040 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 11 contains 4508 members 
Mstep: Class 12 contains 5305 members 
Mstep: Class 13 contains 4052 members 
Mstep: Class 14 contains 29939 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 29890 members 
Mstep: Class 17 contains 85654 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 14769 members 
Mstep: Class 22 contains 27760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947646.000000 Penalty: 44484.289062
Iteration 100F: 22 clusters Score -2.694765e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 60521 members 
Mstep: Class 3 contains 103038 members 
Mstep: Class 4 contains 11774 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 5306 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 29936 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 29887 members 
Mstep: Class 17 contains 85691 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 6020 members 
Mstep: Class 20 contains 14759 members 
Mstep: Class 22 contains 27765 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 22 clusters Score -2.694767e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 60499 members 
Mstep: Class 3 contains 103039 members 
Mstep: Class 4 contains 11771 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 4410 members 
Mstep: Class 12 contains 5307 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29932 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 29885 members 
Mstep: Class 17 contains 85723 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 14748 members 
Mstep: Class 22 contains 27773 members 
Entering Unmasked Estep 
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Iteration 102Q: 22 clusters Score -2.694762e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 60481 members 
Mstep: Class 3 contains 103039 members 
Mstep: Class 4 contains 11771 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 5309 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29928 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 29883 members 
Mstep: Class 17 contains 85747 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 14740 members 
Mstep: Class 22 contains 27775 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 22 clusters Score -2.694765e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 60460 members 
Mstep: Class 3 contains 103043 members 
Mstep: Class 4 contains 11768 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 16036 members 
Mstep: Class 7 contains 15827 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 4793 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 5312 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 29926 members 
Mstep: Class 15 contains 3752 members 
Mstep: Class 16 contains 29883 members 
Mstep: Class 17 contains 85779 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6025 members 
Mstep: Class 20 contains 14731 members 
Mstep: Class 22 contains 27779 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 22 clusters Score -2.694759e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 60437 members 
Mstep: Class 3 contains 103046 members 
Mstep: Class 4 contains 11766 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 16036 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 4795 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 29884 members 
Mstep: Class 17 contains 85827 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6024 members 
Mstep: Class 20 contains 14729 members 
Mstep: Class 22 contains 27783 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -2.694758e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 60400 members 
Mstep: Class 3 contains 103051 members 
Mstep: Class 4 contains 11765 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 16031 members 
Mstep: Class 7 contains 15828 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 29882 members 
Mstep: Class 17 contains 85882 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 14726 members 
Mstep: Class 22 contains 27796 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 22 clusters Score -2.694755e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 60362 members 
Mstep: Class 3 contains 103049 members 
Mstep: Class 4 contains 11765 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 16026 members 
Mstep: Class 7 contains 15831 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 29929 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 29881 members 
Mstep: Class 17 contains 85935 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 6022 members 
Mstep: Class 20 contains 14722 members 
Mstep: Class 22 contains 27810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947538.000000 Penalty: 44484.289062
Iteration 107Q: 22 clusters Score -2.694754e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 60309 members 
Mstep: Class 3 contains 103052 members 
Mstep: Class 4 contains 11765 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 16025 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 4203 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29926 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 29880 members 
Mstep: Class 17 contains 85998 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 6022 members 
Mstep: Class 20 contains 14719 members 
Mstep: Class 22 contains 27818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947524.000000 Penalty: 44484.289062
Iteration 108Q: 22 clusters Score -2.694752e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 60269 members 
Mstep: Class 3 contains 103052 members 
Mstep: Class 4 contains 11765 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 16021 members 
Mstep: Class 7 contains 15823 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 4167 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29927 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 29879 members 
Mstep: Class 17 contains 86060 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 14720 members 
Mstep: Class 22 contains 27820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947558.000000 Penalty: 44484.289062
Iteration 109Q: 22 clusters Score -2.694756e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 60225 members 
Mstep: Class 3 contains 103047 members 
Mstep: Class 4 contains 11765 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 16022 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29927 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 29877 members 
Mstep: Class 17 contains 86122 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 6024 members 
Mstep: Class 20 contains 14716 members 
Mstep: Class 22 contains 27822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947582.000000 Penalty: 44484.289062
Iteration 110Q: 22 clusters Score -2.694758e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 60186 members 
Mstep: Class 3 contains 103045 members 
Mstep: Class 4 contains 11765 members 
Mstep: Class 5 contains 2730 members 
Mstep: Class 6 contains 16022 members 
Mstep: Class 7 contains 15822 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29921 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 29877 members 
Mstep: Class 17 contains 86189 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 6026 members 
Mstep: Class 20 contains 14714 members 
Mstep: Class 22 contains 27828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947574.000000 Penalty: 44484.289062
Iteration 111Q: 22 clusters Score -2.694757e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 60145 members 
Mstep: Class 3 contains 103047 members 
Mstep: Class 4 contains 11761 members 
Mstep: Class 5 contains 2731 members 
Mstep: Class 6 contains 16025 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 4106 members 
Mstep: Class 12 contains 5315 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 29876 members 
Mstep: Class 17 contains 86238 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 6026 members 
Mstep: Class 20 contains 14712 members 
Mstep: Class 22 contains 27833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947590.000000 Penalty: 44484.289062
Iteration 112Q: 22 clusters Score -2.694759e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 60120 members 
Mstep: Class 3 contains 103047 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 2732 members 
Mstep: Class 6 contains 16026 members 
Mstep: Class 7 contains 15825 members 
Mstep: Class 8 contains 3470 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 5315 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29917 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 29875 members 
Mstep: Class 17 contains 86282 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6026 members 
Mstep: Class 20 contains 14710 members 
Mstep: Class 22 contains 27834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947584.000000 Penalty: 44484.289062
Iteration 113Q: 22 clusters Score -2.694758e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 60103 members 
Mstep: Class 3 contains 103050 members 
Mstep: Class 4 contains 11755 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 16024 members 
Mstep: Class 7 contains 15820 members 
Mstep: Class 8 contains 3468 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 4080 members 
Mstep: Class 12 contains 5316 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29914 members 
Mstep: Class 15 contains 3686 members 
Mstep: Class 16 contains 29875 members 
Mstep: Class 17 contains 86317 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 6028 members 
Mstep: Class 20 contains 14706 members 
Mstep: Class 22 contains 27839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947598.000000 Penalty: 44484.289062
Iteration 114Q: 22 clusters Score -2.69476e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 60087 members 
Mstep: Class 3 contains 103054 members 
Mstep: Class 4 contains 11750 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 16028 members 
Mstep: Class 7 contains 15816 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 4068 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 29874 members 
Mstep: Class 17 contains 86342 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 6028 members 
Mstep: Class 20 contains 14702 members 
Mstep: Class 22 contains 27842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947576.000000 Penalty: 44484.289062
Iteration 115Q: 22 clusters Score -2.694758e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 60072 members 
Mstep: Class 3 contains 103058 members 
Mstep: Class 4 contains 11746 members 
Mstep: Class 5 contains 2740 members 
Mstep: Class 6 contains 16031 members 
Mstep: Class 7 contains 15810 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 4058 members 
Mstep: Class 12 contains 5321 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 29910 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 29871 members 
Mstep: Class 17 contains 86371 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 22 contains 27845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947586.000000 Penalty: 44484.289062
Iteration 116Q: 22 clusters Score -2.694759e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 60049 members 
Mstep: Class 3 contains 103061 members 
Mstep: Class 4 contains 11742 members 
Mstep: Class 5 contains 2741 members 
Mstep: Class 6 contains 16033 members 
Mstep: Class 7 contains 15807 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4798 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 12 contains 5322 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 29907 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 29872 members 
Mstep: Class 17 contains 86417 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 22 contains 27854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947566.000000 Penalty: 44484.289062
Iteration 117Q: 22 clusters Score -2.694757e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 60014 members 
Mstep: Class 3 contains 103064 members 
Mstep: Class 4 contains 11740 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 16036 members 
Mstep: Class 7 contains 15807 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 5324 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 29871 members 
Mstep: Class 17 contains 86456 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 22 contains 27861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947586.000000 Penalty: 44484.289062
Iteration 118Q: 22 clusters Score -2.694759e+07 nChanged 105
Entering ConstructFrom: 
Score: -26947586.000000 Penalty: 44484.289062
Entering ConstructFrom: 
Trying to split cluster 1 (15308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Entering Unmasked Estep 
Score: -945455.562500 Penalty: 1565.871338
	Iteration 0F: 2 clusters Score -945455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -934951.062500 Penalty: 3131.742676
	Iteration 0F: 3 clusters Score -934951.1 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -938624.500000 Penalty: 3131.742676
	Iteration 1F: 3 clusters Score -938624.5 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -938941.500000 Penalty: 3131.742676
	Iteration 2F: 3 clusters Score -938941.5 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -939289.062500 Penalty: 3131.742676
	Iteration 3F: 3 clusters Score -939289.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -939751.375000 Penalty: 3131.742676
	Iteration 4F: 3 clusters Score -939751.4 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -940459.375000 Penalty: 3131.742676
	Iteration 5F: 3 clusters Score -940459.4 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -941302.125000 Penalty: 3131.742676
	Iteration 6F: 3 clusters Score -941302.1 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -942131.562500 Penalty: 3131.742676
	Iteration 7F: 3 clusters Score -942131.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -942827.375000 Penalty: 3131.742676
	Iteration 8F: 3 clusters Score -942827.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -943341.437500 Penalty: 3131.742676
	Iteration 9Q: 3 clusters Score -943341.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -943685.937500 Penalty: 3131.742676
	Iteration 10Q: 3 clusters Score -943685.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -943868.000000 Penalty: 3131.742676
	Iteration 11Q: 3 clusters Score -943868 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -943966.437500 Penalty: 3131.742676
	Iteration 12Q: 3 clusters Score -943966.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -944022.187500 Penalty: 3131.742676
	Iteration 13Q: 3 clusters Score -944022.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -944055.562500 Penalty: 3131.742676
	Iteration 14Q: 3 clusters Score -944055.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -944081.937500 Penalty: 3131.742676
	Iteration 15Q: 3 clusters Score -944081.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -944098.437500 Penalty: 3131.742676
	Iteration 16Q: 3 clusters Score -944098.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -944112.875000 Penalty: 3131.742676
	Iteration 17Q: 3 clusters Score -944112.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -944120.250000 Penalty: 3131.742676
	Iteration 18Q: 3 clusters Score -944120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -944124.125000 Penalty: 3131.742676
	Iteration 19Q: 3 clusters Score -944124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -944124.187500 Penalty: 3131.742676
	Iteration 20F: 3 clusters Score -944124.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Entering Unmasked Estep 
Score: -3715582.250000 Penalty: 1787.795166
	Iteration 0F: 2 clusters Score -3715582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3675468.750000 Penalty: 3575.590332
	Iteration 0F: 3 clusters Score -3675469 nChanged 28259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3691814.500000 Penalty: 3575.590332
	Iteration 1F: 3 clusters Score -3691814 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -3692584.500000 Penalty: 3575.590332
	Iteration 2Q: 3 clusters Score -3692584 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -3693807.750000 Penalty: 3575.590332
	Iteration 3Q: 3 clusters Score -3693808 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -3695839.750000 Penalty: 3575.590332
	Iteration 4F: 3 clusters Score -3695840 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -3699260.250000 Penalty: 3575.590332
	Iteration 5F: 3 clusters Score -3699260 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -3704257.500000 Penalty: 3575.590332
	Iteration 6F: 3 clusters Score -3704258 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -3709270.750000 Penalty: 3575.590332
	Iteration 7F: 3 clusters Score -3709271 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -3712258.500000 Penalty: 3575.590332
	Iteration 8Q: 3 clusters Score -3712258 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -3713434.750000 Penalty: 3575.590332
	Iteration 9Q: 3 clusters Score -3713435 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -3713811.000000 Penalty: 3575.590332
	Iteration 10Q: 3 clusters Score -3713811 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -3713950.000000 Penalty: 3575.590332
	Iteration 11Q: 3 clusters Score -3713950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -3714002.750000 Penalty: 3575.590332
	Iteration 12Q: 3 clusters Score -3714003 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -3714046.500000 Penalty: 3575.590332
	Iteration 13Q: 3 clusters Score -3714046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -3714069.750000 Penalty: 3575.590332
	Iteration 14Q: 3 clusters Score -3714070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -3714090.000000 Penalty: 3575.590332
	Iteration 15Q: 3 clusters Score -3714090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -3714098.500000 Penalty: 3575.590332
	Iteration 16Q: 3 clusters Score -3714098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -3714107.000000 Penalty: 3575.590332
	Iteration 17Q: 3 clusters Score -3714107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -3714117.250000 Penalty: 3575.590332
	Iteration 18Q: 3 clusters Score -3714117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -3714120.500000 Penalty: 3575.590332
	Iteration 19Q: 3 clusters Score -3714120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -3714129.250000 Penalty: 3575.590332
	Iteration 20F: 3 clusters Score -3714129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -3714137.750000 Penalty: 3575.590332
	Iteration 21Q: 3 clusters Score -3714138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -3714146.750000 Penalty: 3575.590332
	Iteration 22Q: 3 clusters Score -3714147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -3714152.250000 Penalty: 3575.590332
	Iteration 23Q: 3 clusters Score -3714152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -3714158.500000 Penalty: 3575.590332
	Iteration 24Q: 3 clusters Score -3714158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -3714164.750000 Penalty: 3575.590332
	Iteration 25Q: 3 clusters Score -3714165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -3714174.750000 Penalty: 3575.590332
	Iteration 26Q: 3 clusters Score -3714175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -3714178.250000 Penalty: 3575.590332
	Iteration 27Q: 3 clusters Score -3714178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -3714178.000000 Penalty: 3575.590332
	Iteration 28Q: 3 clusters Score -3714178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -3714177.750000 Penalty: 3575.590332
	Iteration 29Q: 3 clusters Score -3714178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -3714180.750000 Penalty: 3575.590332
	Iteration 30Q: 3 clusters Score -3714181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -3714182.500000 Penalty: 3575.590332
	Iteration 31Q: 3 clusters Score -3714182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -3714187.000000 Penalty: 3575.590332
	Iteration 32Q: 3 clusters Score -3714187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -3714184.500000 Penalty: 3575.590332
	Iteration 33Q: 3 clusters Score -3714184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -3714187.250000 Penalty: 3575.590332
	Iteration 34Q: 3 clusters Score -3714187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -3714187.750000 Penalty: 3575.590332
	Iteration 35Q: 3 clusters Score -3714188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -3714193.250000 Penalty: 3575.590332
	Iteration 36Q: 3 clusters Score -3714193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -3714193.250000 Penalty: 3575.590332
	Iteration 37F: 3 clusters Score -3714193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103064 members 
Entering Unmasked Estep 
Score: -6358910.500000 Penalty: 1875.754639
	Iteration 0F: 2 clusters Score -6358910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -6289988.000000 Penalty: 3751.509277
	Iteration 0F: 3 clusters Score -6289988 nChanged 49285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -6318700.000000 Penalty: 3751.509277
	Iteration 1F: 3 clusters Score -6318700 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -6319699.500000 Penalty: 3751.509277
	Iteration 2Q: 3 clusters Score -6319700 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -6320934.000000 Penalty: 3751.509277
	Iteration 3Q: 3 clusters Score -6320934 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -6322600.500000 Penalty: 3751.509277
	Iteration 4Q: 3 clusters Score -6322600 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -6324880.500000 Penalty: 3751.509277
	Iteration 5Q: 3 clusters Score -6324880 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -6327987.000000 Penalty: 3751.509277
	Iteration 6F: 3 clusters Score -6327987 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -6332034.000000 Penalty: 3751.509277
	Iteration 7F: 3 clusters Score -6332034 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -6336572.000000 Penalty: 3751.509277
	Iteration 8F: 3 clusters Score -6336572 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -6339480.000000 Penalty: 3751.509277
	Iteration 9F: 3 clusters Score -6339480 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -6340631.000000 Penalty: 3751.509277
	Iteration 10Q: 3 clusters Score -6340631 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -6341028.000000 Penalty: 3751.509277
	Iteration 11Q: 3 clusters Score -6341028 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -6341251.500000 Penalty: 3751.509277
	Iteration 12Q: 3 clusters Score -6341252 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -6341411.500000 Penalty: 3751.509277
	Iteration 13Q: 3 clusters Score -6341412 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -6341656.500000 Penalty: 3751.509277
	Iteration 14Q: 3 clusters Score -6341656 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -6341921.000000 Penalty: 3751.509277
	Iteration 15Q: 3 clusters Score -6341921 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -6342209.500000 Penalty: 3751.509277
	Iteration 16Q: 3 clusters Score -6342210 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -6342476.000000 Penalty: 3751.509277
	Iteration 17Q: 3 clusters Score -6342476 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -6342811.500000 Penalty: 3751.509277
	Iteration 18Q: 3 clusters Score -6342812 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -6343191.500000 Penalty: 3751.509277
	Iteration 19Q: 3 clusters Score -6343192 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -6343604.000000 Penalty: 3751.509277
	Iteration 20F: 3 clusters Score -6343604 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -6343973.000000 Penalty: 3751.509277
	Iteration 21Q: 3 clusters Score -6343973 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -6344384.500000 Penalty: 3751.509277
	Iteration 22Q: 3 clusters Score -6344384 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -6344940.000000 Penalty: 3751.509277
	Iteration 23Q: 3 clusters Score -6344940 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -6345494.000000 Penalty: 3751.509277
	Iteration 24Q: 3 clusters Score -6345494 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -6346076.000000 Penalty: 3751.509277
	Iteration 25Q: 3 clusters Score -6346076 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -6346758.500000 Penalty: 3751.509277
	Iteration 26Q: 3 clusters Score -6346758 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -6347394.500000 Penalty: 3751.509277
	Iteration 27Q: 3 clusters Score -6347394 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -6348045.000000 Penalty: 3751.509277
	Iteration 28Q: 3 clusters Score -6348045 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6348603.500000 Penalty: 3751.509277
	Iteration 29Q: 3 clusters Score -6348604 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -6349160.500000 Penalty: 3751.509277
	Iteration 30Q: 3 clusters Score -6349160 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -6349689.500000 Penalty: 3751.509277
	Iteration 31Q: 3 clusters Score -6349690 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -6350145.500000 Penalty: 3751.509277
	Iteration 32Q: 3 clusters Score -6350146 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -6350585.500000 Penalty: 3751.509277
	Iteration 33Q: 3 clusters Score -6350586 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -6350989.500000 Penalty: 3751.509277
	Iteration 34Q: 3 clusters Score -6350990 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -6351370.000000 Penalty: 3751.509277
	Iteration 35Q: 3 clusters Score -6351370 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -6351634.000000 Penalty: 3751.509277
	Iteration 36Q: 3 clusters Score -6351634 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -6351926.500000 Penalty: 3751.509277
	Iteration 37Q: 3 clusters Score -6351926 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -6352174.500000 Penalty: 3751.509277
	Iteration 38Q: 3 clusters Score -6352174 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -6352397.500000 Penalty: 3751.509277
	Iteration 39Q: 3 clusters Score -6352398 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -6352622.500000 Penalty: 3751.509277
	Iteration 40F: 3 clusters Score -6352622 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87858 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -6352897.500000 Penalty: 3751.509277
	Iteration 41Q: 3 clusters Score -6352898 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -6353101.000000 Penalty: 3751.509277
	Iteration 42Q: 3 clusters Score -6353101 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -6353272.000000 Penalty: 3751.509277
	Iteration 43Q: 3 clusters Score -6353272 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -6353480.500000 Penalty: 3751.509277
	Iteration 44Q: 3 clusters Score -6353480 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -6353645.000000 Penalty: 3751.509277
	Iteration 45Q: 3 clusters Score -6353645 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -6353789.500000 Penalty: 3751.509277
	Iteration 46Q: 3 clusters Score -6353790 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91950 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -6353957.500000 Penalty: 3751.509277
	Iteration 47Q: 3 clusters Score -6353958 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -6354082.000000 Penalty: 3751.509277
	Iteration 48Q: 3 clusters Score -6354082 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -6354229.500000 Penalty: 3751.509277
	Iteration 49Q: 3 clusters Score -6354230 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -6354364.000000 Penalty: 3751.509277
	Iteration 50Q: 3 clusters Score -6354364 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -6354516.500000 Penalty: 3751.509277
	Iteration 51Q: 3 clusters Score -6354516 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94820 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -6354707.500000 Penalty: 3751.509277
	Iteration 52Q: 3 clusters Score -6354708 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -6354875.500000 Penalty: 3751.509277
	Iteration 53Q: 3 clusters Score -6354876 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -6355043.500000 Penalty: 3751.509277
	Iteration 54Q: 3 clusters Score -6355044 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6355203.500000 Penalty: 3751.509277
	Iteration 55Q: 3 clusters Score -6355204 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96973 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -6355382.000000 Penalty: 3751.509277
	Iteration 56Q: 3 clusters Score -6355382 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -6355518.500000 Penalty: 3751.509277
	Iteration 57Q: 3 clusters Score -6355518 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -6355687.000000 Penalty: 3751.509277
	Iteration 58Q: 3 clusters Score -6355687 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -6355886.500000 Penalty: 3751.509277
	Iteration 59Q: 3 clusters Score -6355886 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6356009.000000 Penalty: 3751.509277
	Iteration 60F: 3 clusters Score -6356009 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6356160.500000 Penalty: 3751.509277
	Iteration 61Q: 3 clusters Score -6356160 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99725 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6356288.500000 Penalty: 3751.509277
	Iteration 62Q: 3 clusters Score -6356288 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100100 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6356429.000000 Penalty: 3751.509277
	Iteration 63Q: 3 clusters Score -6356429 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100417 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6356550.000000 Penalty: 3751.509277
	Iteration 64Q: 3 clusters Score -6356550 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6356650.000000 Penalty: 3751.509277
	Iteration 65Q: 3 clusters Score -6356650 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6356743.000000 Penalty: 3751.509277
	Iteration 66Q: 3 clusters Score -6356743 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6356843.500000 Penalty: 3751.509277
	Iteration 67Q: 3 clusters Score -6356844 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101323 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6356926.500000 Penalty: 3751.509277
	Iteration 68Q: 3 clusters Score -6356926 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6356999.500000 Penalty: 3751.509277
	Iteration 69Q: 3 clusters Score -6357000 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6357046.500000 Penalty: 3751.509277
	Iteration 70Q: 3 clusters Score -6357046 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6357065.500000 Penalty: 3751.509277
	Iteration 71Q: 3 clusters Score -6357066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6357116.500000 Penalty: 3751.509277
	Iteration 72Q: 3 clusters Score -6357116 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101886 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6357151.000000 Penalty: 3751.509277
	Iteration 73Q: 3 clusters Score -6357151 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101950 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6357178.000000 Penalty: 3751.509277
	Iteration 74Q: 3 clusters Score -6357178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6357196.000000 Penalty: 3751.509277
	Iteration 75Q: 3 clusters Score -6357196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6357222.500000 Penalty: 3751.509277
	Iteration 76Q: 3 clusters Score -6357222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6357232.000000 Penalty: 3751.509277
	Iteration 77Q: 3 clusters Score -6357232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102115 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6357256.500000 Penalty: 3751.509277
	Iteration 78Q: 3 clusters Score -6357256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6357259.500000 Penalty: 3751.509277
	Iteration 79Q: 3 clusters Score -6357260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6357271.000000 Penalty: 3751.509277
	Iteration 80F: 3 clusters Score -6357271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6357266.500000 Penalty: 3751.509277
	Iteration 81Q: 3 clusters Score -6357266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102172 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6357267.000000 Penalty: 3751.509277
	Iteration 82Q: 3 clusters Score -6357267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6357269.000000 Penalty: 3751.509277
	Iteration 83Q: 3 clusters Score -6357269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6357277.500000 Penalty: 3751.509277
	Iteration 84Q: 3 clusters Score -6357278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6357290.500000 Penalty: 3751.509277
	Iteration 85Q: 3 clusters Score -6357290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6357295.000000 Penalty: 3751.509277
	Iteration 86Q: 3 clusters Score -6357295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6357295.500000 Penalty: 3751.509277
	Iteration 87Q: 3 clusters Score -6357296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102214 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6357291.500000 Penalty: 3751.509277
	Iteration 88Q: 3 clusters Score -6357292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6357294.500000 Penalty: 3751.509277
	Iteration 89Q: 3 clusters Score -6357294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102220 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6357300.000000 Penalty: 3751.509277
	Iteration 90Q: 3 clusters Score -6357300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6357303.000000 Penalty: 3751.509277
	Iteration 91Q: 3 clusters Score -6357303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6357308.500000 Penalty: 3751.509277
	Iteration 92Q: 3 clusters Score -6357308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6357308.500000 Penalty: 3751.509277
	Iteration 93Q: 3 clusters Score -6357308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6357316.000000 Penalty: 3751.509277
	Iteration 94Q: 3 clusters Score -6357316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6357320.000000 Penalty: 3751.509277
	Iteration 95Q: 3 clusters Score -6357320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102275 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6357317.000000 Penalty: 3751.509277
	Iteration 96Q: 3 clusters Score -6357317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6357323.000000 Penalty: 3751.509277
	Iteration 97Q: 3 clusters Score -6357323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6357326.500000 Penalty: 3751.509277
	Iteration 98Q: 3 clusters Score -6357326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6357330.000000 Penalty: 3751.509277
	Iteration 99Q: 3 clusters Score -6357330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6357329.000000 Penalty: 3751.509277
	Iteration 100F: 3 clusters Score -6357329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102304 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6357327.000000 Penalty: 3751.509277
	Iteration 101Q: 3 clusters Score -6357327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102309 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6357331.500000 Penalty: 3751.509277
	Iteration 102Q: 3 clusters Score -6357332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6357330.000000 Penalty: 3751.509277
	Iteration 103Q: 3 clusters Score -6357330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6357336.500000 Penalty: 3751.509277
	Iteration 104Q: 3 clusters Score -6357336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102334 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6357349.000000 Penalty: 3751.509277
	Iteration 105Q: 3 clusters Score -6357349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102342 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6357352.500000 Penalty: 3751.509277
	Iteration 106Q: 3 clusters Score -6357352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6357352.000000 Penalty: 3751.509277
	Iteration 107Q: 3 clusters Score -6357352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102356 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6357351.000000 Penalty: 3751.509277
	Iteration 108Q: 3 clusters Score -6357351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102358 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6357353.000000 Penalty: 3751.509277
	Iteration 109Q: 3 clusters Score -6357353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6357353.000000 Penalty: 3751.509277
	Iteration 110Q: 3 clusters Score -6357353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102363 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6357356.500000 Penalty: 3751.509277
	Iteration 111Q: 3 clusters Score -6357356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6357357.500000 Penalty: 3751.509277
	Iteration 112Q: 3 clusters Score -6357358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6357357.500000 Penalty: 3751.509277
	Iteration 113F: 3 clusters Score -6357358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Entering Unmasked Estep 
Score: -700177.500000 Penalty: 1522.748047
	Iteration 0F: 2 clusters Score -700177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -691968.625000 Penalty: 3045.496094
	Iteration 0F: 3 clusters Score -691968.6 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -694906.437500 Penalty: 3045.496094
	Iteration 1F: 3 clusters Score -694906.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -695335.000000 Penalty: 3045.496094
	Iteration 2F: 3 clusters Score -695335 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -695785.562500 Penalty: 3045.496094
	Iteration 3F: 3 clusters Score -695785.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -696199.437500 Penalty: 3045.496094
	Iteration 4F: 3 clusters Score -696199.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -696610.500000 Penalty: 3045.496094
	Iteration 5F: 3 clusters Score -696610.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -697016.562500 Penalty: 3045.496094
	Iteration 6F: 3 clusters Score -697016.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -697421.750000 Penalty: 3045.496094
	Iteration 7Q: 3 clusters Score -697421.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -697752.000000 Penalty: 3045.496094
	Iteration 8Q: 3 clusters Score -697752 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -698028.687500 Penalty: 3045.496094
	Iteration 9Q: 3 clusters Score -698028.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -698198.062500 Penalty: 3045.496094
	Iteration 10Q: 3 clusters Score -698198.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -698317.125000 Penalty: 3045.496094
	Iteration 11Q: 3 clusters Score -698317.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -698389.812500 Penalty: 3045.496094
	Iteration 12Q: 3 clusters Score -698389.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -698449.312500 Penalty: 3045.496094
	Iteration 13Q: 3 clusters Score -698449.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -698489.875000 Penalty: 3045.496094
	Iteration 14Q: 3 clusters Score -698489.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -698520.625000 Penalty: 3045.496094
	Iteration 15Q: 3 clusters Score -698520.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -698542.562500 Penalty: 3045.496094
	Iteration 16Q: 3 clusters Score -698542.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -698565.500000 Penalty: 3045.496094
	Iteration 17Q: 3 clusters Score -698565.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -698584.062500 Penalty: 3045.496094
	Iteration 18Q: 3 clusters Score -698584.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -698603.375000 Penalty: 3045.496094
	Iteration 19Q: 3 clusters Score -698603.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -698627.312500 Penalty: 3045.496094
	Iteration 20F: 3 clusters Score -698627.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -698649.437500 Penalty: 3045.496094
	Iteration 21Q: 3 clusters Score -698649.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -698665.500000 Penalty: 3045.496094
	Iteration 22Q: 3 clusters Score -698665.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -698678.875000 Penalty: 3045.496094
	Iteration 23Q: 3 clusters Score -698678.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -698693.375000 Penalty: 3045.496094
	Iteration 24Q: 3 clusters Score -698693.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -698715.000000 Penalty: 3045.496094
	Iteration 25Q: 3 clusters Score -698715 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -698734.812500 Penalty: 3045.496094
	Iteration 26Q: 3 clusters Score -698734.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -698754.937500 Penalty: 3045.496094
	Iteration 27Q: 3 clusters Score -698754.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -698767.000000 Penalty: 3045.496094
	Iteration 28Q: 3 clusters Score -698767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -698781.250000 Penalty: 3045.496094
	Iteration 29Q: 3 clusters Score -698781.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -698790.687500 Penalty: 3045.496094
	Iteration 30Q: 3 clusters Score -698790.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -698800.750000 Penalty: 3045.496094
	Iteration 31Q: 3 clusters Score -698800.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -698810.312500 Penalty: 3045.496094
	Iteration 32Q: 3 clusters Score -698810.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -698822.187500 Penalty: 3045.496094
	Iteration 33Q: 3 clusters Score -698822.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -698835.500000 Penalty: 3045.496094
	Iteration 34Q: 3 clusters Score -698835.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -698850.875000 Penalty: 3045.496094
	Iteration 35Q: 3 clusters Score -698850.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -698870.125000 Penalty: 3045.496094
	Iteration 36Q: 3 clusters Score -698870.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -698880.500000 Penalty: 3045.496094
	Iteration 37Q: 3 clusters Score -698880.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -698892.625000 Penalty: 3045.496094
	Iteration 38Q: 3 clusters Score -698892.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -698906.000000 Penalty: 3045.496094
	Iteration 39Q: 3 clusters Score -698906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -698912.875000 Penalty: 3045.496094
	Iteration 40F: 3 clusters Score -698912.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -698922.687500 Penalty: 3045.496094
	Iteration 41Q: 3 clusters Score -698922.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -698931.000000 Penalty: 3045.496094
	Iteration 42Q: 3 clusters Score -698931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -698937.812500 Penalty: 3045.496094
	Iteration 43Q: 3 clusters Score -698937.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -698953.937500 Penalty: 3045.496094
	Iteration 44Q: 3 clusters Score -698953.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -698964.125000 Penalty: 3045.496094
	Iteration 45Q: 3 clusters Score -698964.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -698974.125000 Penalty: 3045.496094
	Iteration 46Q: 3 clusters Score -698974.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -698988.562500 Penalty: 3045.496094
	Iteration 47Q: 3 clusters Score -698988.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -699006.062500 Penalty: 3045.496094
	Iteration 48Q: 3 clusters Score -699006.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -699021.750000 Penalty: 3045.496094
	Iteration 49Q: 3 clusters Score -699021.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -699037.625000 Penalty: 3045.496094
	Iteration 50Q: 3 clusters Score -699037.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -699051.500000 Penalty: 3045.496094
	Iteration 51Q: 3 clusters Score -699051.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -699081.937500 Penalty: 3045.496094
	Iteration 52Q: 3 clusters Score -699081.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -699120.562500 Penalty: 3045.496094
	Iteration 53Q: 3 clusters Score -699120.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -699173.625000 Penalty: 3045.496094
	Iteration 54Q: 3 clusters Score -699173.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -699246.250000 Penalty: 3045.496094
	Iteration 55Q: 3 clusters Score -699246.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -699304.062500 Penalty: 3045.496094
	Iteration 56Q: 3 clusters Score -699304.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -699335.000000 Penalty: 3045.496094
	Iteration 57Q: 3 clusters Score -699335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -699345.375000 Penalty: 3045.496094
	Iteration 58Q: 3 clusters Score -699345.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -699351.562500 Penalty: 3045.496094
	Iteration 59Q: 3 clusters Score -699351.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -699355.500000 Penalty: 3045.496094
	Iteration 60F: 3 clusters Score -699355.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -699357.875000 Penalty: 3045.496094
	Iteration 61Q: 3 clusters Score -699357.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -699358.375000 Penalty: 3045.496094
	Iteration 62Q: 3 clusters Score -699358.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -699359.312500 Penalty: 3045.496094
	Iteration 63Q: 3 clusters Score -699359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -699360.000000 Penalty: 3045.496094
	Iteration 64Q: 3 clusters Score -699360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -699361.562500 Penalty: 3045.496094
	Iteration 65Q: 3 clusters Score -699361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -699361.625000 Penalty: 3045.496094
	Iteration 66Q: 3 clusters Score -699361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -699361.937500 Penalty: 3045.496094
	Iteration 67Q: 3 clusters Score -699361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -699362.750000 Penalty: 3045.496094
	Iteration 68Q: 3 clusters Score -699362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -699362.750000 Penalty: 3045.496094
	Iteration 69F: 3 clusters Score -699362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -154415.734375 Penalty: 1286.421997
	Iteration 0F: 2 clusters Score -154415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -151819.578125 Penalty: 2572.843994
	Iteration 0F: 3 clusters Score -151819.6 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -152522.828125 Penalty: 2572.843994
	Iteration 1F: 3 clusters Score -152522.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -152741.812500 Penalty: 2572.843994
	Iteration 2F: 3 clusters Score -152741.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -152875.046875 Penalty: 2572.843994
	Iteration 3F: 3 clusters Score -152875 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -152960.109375 Penalty: 2572.843994
	Iteration 4Q: 3 clusters Score -152960.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -153017.875000 Penalty: 2572.843994
	Iteration 5Q: 3 clusters Score -153017.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -153087.781250 Penalty: 2572.843994
	Iteration 6Q: 3 clusters Score -153087.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -153155.906250 Penalty: 2572.843994
	Iteration 7Q: 3 clusters Score -153155.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -153222.359375 Penalty: 2572.843994
	Iteration 8Q: 3 clusters Score -153222.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -153308.109375 Penalty: 2572.843994
	Iteration 9Q: 3 clusters Score -153308.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -153391.921875 Penalty: 2572.843994
	Iteration 10Q: 3 clusters Score -153391.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -153447.250000 Penalty: 2572.843994
	Iteration 11Q: 3 clusters Score -153447.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -153488.765625 Penalty: 2572.843994
	Iteration 12Q: 3 clusters Score -153488.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -153527.046875 Penalty: 2572.843994
	Iteration 13Q: 3 clusters Score -153527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153562.250000 Penalty: 2572.843994
	Iteration 14Q: 3 clusters Score -153562.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -153587.546875 Penalty: 2572.843994
	Iteration 15Q: 3 clusters Score -153587.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -153606.343750 Penalty: 2572.843994
	Iteration 16Q: 3 clusters Score -153606.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153621.078125 Penalty: 2572.843994
	Iteration 17Q: 3 clusters Score -153621.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -153631.750000 Penalty: 2572.843994
	Iteration 18Q: 3 clusters Score -153631.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -153644.937500 Penalty: 2572.843994
	Iteration 19Q: 3 clusters Score -153644.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -153650.531250 Penalty: 2572.843994
	Iteration 20F: 3 clusters Score -153650.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -153656.718750 Penalty: 2572.843994
	Iteration 21Q: 3 clusters Score -153656.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -153660.171875 Penalty: 2572.843994
	Iteration 22Q: 3 clusters Score -153660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -153662.953125 Penalty: 2572.843994
	Iteration 23Q: 3 clusters Score -153663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -153664.187500 Penalty: 2572.843994
	Iteration 24Q: 3 clusters Score -153664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -153665.890625 Penalty: 2572.843994
	Iteration 25Q: 3 clusters Score -153665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -153667.546875 Penalty: 2572.843994
	Iteration 26Q: 3 clusters Score -153667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -153668.828125 Penalty: 2572.843994
	Iteration 27Q: 3 clusters Score -153668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -153669.765625 Penalty: 2572.843994
	Iteration 28Q: 3 clusters Score -153669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -153670.484375 Penalty: 2572.843994
	Iteration 29Q: 3 clusters Score -153670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -153670.484375 Penalty: 2572.843994
	Iteration 30F: 3 clusters Score -153670.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Entering Unmasked Estep 
Score: -959991.875000 Penalty: 1573.431152
	Iteration 0F: 2 clusters Score -959991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -949115.750000 Penalty: 3146.862305
	Iteration 0F: 3 clusters Score -949115.8 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -953169.875000 Penalty: 3146.862305
	Iteration 1F: 3 clusters Score -953169.9 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -953746.062500 Penalty: 3146.862305
	Iteration 2F: 3 clusters Score -953746.1 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -954373.625000 Penalty: 3146.862305
	Iteration 3F: 3 clusters Score -954373.6 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -955012.437500 Penalty: 3146.862305
	Iteration 4F: 3 clusters Score -955012.4 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -955691.500000 Penalty: 3146.862305
	Iteration 5F: 3 clusters Score -955691.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -956373.687500 Penalty: 3146.862305
	Iteration 6F: 3 clusters Score -956373.7 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -957082.500000 Penalty: 3146.862305
	Iteration 7F: 3 clusters Score -957082.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -957664.562500 Penalty: 3146.862305
	Iteration 8F: 3 clusters Score -957664.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -958178.937500 Penalty: 3146.862305
	Iteration 9Q: 3 clusters Score -958178.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -958645.187500 Penalty: 3146.862305
	Iteration 10Q: 3 clusters Score -958645.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -959050.500000 Penalty: 3146.862305
	Iteration 11Q: 3 clusters Score -959050.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -959377.000000 Penalty: 3146.862305
	Iteration 12Q: 3 clusters Score -959377 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -959594.812500 Penalty: 3146.862305
	Iteration 13Q: 3 clusters Score -959594.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -959754.187500 Penalty: 3146.862305
	Iteration 14Q: 3 clusters Score -959754.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -959913.000000 Penalty: 3146.862305
	Iteration 15Q: 3 clusters Score -959913 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -960054.687500 Penalty: 3146.862305
	Iteration 16Q: 3 clusters Score -960054.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -960153.875000 Penalty: 3146.862305
	Iteration 17Q: 3 clusters Score -960153.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -960230.250000 Penalty: 3146.862305
	Iteration 18Q: 3 clusters Score -960230.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -960300.750000 Penalty: 3146.862305
	Iteration 19Q: 3 clusters Score -960300.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -960351.375000 Penalty: 3146.862305
	Iteration 20F: 3 clusters Score -960351.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -960388.687500 Penalty: 3146.862305
	Iteration 21Q: 3 clusters Score -960388.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -960412.312500 Penalty: 3146.862305
	Iteration 22Q: 3 clusters Score -960412.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -960424.750000 Penalty: 3146.862305
	Iteration 23Q: 3 clusters Score -960424.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -960432.312500 Penalty: 3146.862305
	Iteration 24Q: 3 clusters Score -960432.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -960439.312500 Penalty: 3146.862305
	Iteration 25Q: 3 clusters Score -960439.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -960444.312500 Penalty: 3146.862305
	Iteration 26Q: 3 clusters Score -960444.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -960454.687500 Penalty: 3146.862305
	Iteration 27Q: 3 clusters Score -960454.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -960459.375000 Penalty: 3146.862305
	Iteration 28Q: 3 clusters Score -960459.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -960461.812500 Penalty: 3146.862305
	Iteration 29Q: 3 clusters Score -960461.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -960466.125000 Penalty: 3146.862305
	Iteration 30Q: 3 clusters Score -960466.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -960466.812500 Penalty: 3146.862305
	Iteration 31Q: 3 clusters Score -960466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -960468.187500 Penalty: 3146.862305
	Iteration 32Q: 3 clusters Score -960468.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -960468.062500 Penalty: 3146.862305
	Iteration 33Q: 3 clusters Score -960468.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -960473.687500 Penalty: 3146.862305
	Iteration 34Q: 3 clusters Score -960473.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -960470.312500 Penalty: 3146.862305
	Iteration 35Q: 3 clusters Score -960470.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -960476.062500 Penalty: 3146.862305
	Iteration 36Q: 3 clusters Score -960476.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -960476.187500 Penalty: 3146.862305
	Iteration 37Q: 3 clusters Score -960476.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -960475.250000 Penalty: 3146.862305
	Iteration 38Q: 3 clusters Score -960475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -960476.875000 Penalty: 3146.862305
	Iteration 39Q: 3 clusters Score -960476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -960475.250000 Penalty: 3146.862305
	Iteration 40F: 3 clusters Score -960475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -960478.312500 Penalty: 3146.862305
	Iteration 41Q: 3 clusters Score -960478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -960478.312500 Penalty: 3146.862305
	Iteration 42F: 3 clusters Score -960478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 59983 members 
Mstep: Class 3 contains 103064 members 
Mstep: Class 4 contains 11740 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 29873 members 
Mstep: Class 17 contains 86492 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 14691 members 
Mstep: Class 21 contains 11796 members 
Mstep: Class 22 contains 27867 members 
Entering Unmasked Estep 
Score: -26947480.000000 Penalty: 46602.589844
Splitting cluster 6 changes total score from -26947586.000000 to -26947480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Entering Unmasked Estep 
Score: -988216.437500 Penalty: 1571.063232
	Iteration 0F: 2 clusters Score -988216.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -977338.000000 Penalty: 3142.126465
	Iteration 0F: 3 clusters Score -977338 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -981059.125000 Penalty: 3142.126465
	Iteration 1F: 3 clusters Score -981059.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -981326.062500 Penalty: 3142.126465
	Iteration 2Q: 3 clusters Score -981326.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -981551.875000 Penalty: 3142.126465
	Iteration 3Q: 3 clusters Score -981551.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -981754.250000 Penalty: 3142.126465
	Iteration 4Q: 3 clusters Score -981754.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -981925.937500 Penalty: 3142.126465
	Iteration 5Q: 3 clusters Score -981925.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -982123.312500 Penalty: 3142.126465
	Iteration 6Q: 3 clusters Score -982123.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -982344.000000 Penalty: 3142.126465
	Iteration 7Q: 3 clusters Score -982344 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -982647.125000 Penalty: 3142.126465
	Iteration 8Q: 3 clusters Score -982647.1 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -983091.250000 Penalty: 3142.126465
	Iteration 9Q: 3 clusters Score -983091.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -983651.062500 Penalty: 3142.126465
	Iteration 10F: 3 clusters Score -983651.1 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -984312.437500 Penalty: 3142.126465
	Iteration 11F: 3 clusters Score -984312.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -984958.062500 Penalty: 3142.126465
	Iteration 12F: 3 clusters Score -984958.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -985527.000000 Penalty: 3142.126465
	Iteration 13Q: 3 clusters Score -985527 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -985980.937500 Penalty: 3142.126465
	Iteration 14Q: 3 clusters Score -985980.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -986285.312500 Penalty: 3142.126465
	Iteration 15Q: 3 clusters Score -986285.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -986483.625000 Penalty: 3142.126465
	Iteration 16Q: 3 clusters Score -986483.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -986606.125000 Penalty: 3142.126465
	Iteration 17Q: 3 clusters Score -986606.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -986689.687500 Penalty: 3142.126465
	Iteration 18Q: 3 clusters Score -986689.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -986742.437500 Penalty: 3142.126465
	Iteration 19Q: 3 clusters Score -986742.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -986789.250000 Penalty: 3142.126465
	Iteration 20F: 3 clusters Score -986789.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -986820.500000 Penalty: 3142.126465
	Iteration 21Q: 3 clusters Score -986820.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -986832.250000 Penalty: 3142.126465
	Iteration 22Q: 3 clusters Score -986832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -986838.062500 Penalty: 3142.126465
	Iteration 23Q: 3 clusters Score -986838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -986839.062500 Penalty: 3142.126465
	Iteration 24Q: 3 clusters Score -986839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -986839.812500 Penalty: 3142.126465
	Iteration 25Q: 3 clusters Score -986839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -986839.812500 Penalty: 3142.126465
	Iteration 26F: 3 clusters Score -986839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Entering Unmasked Estep 
Score: -192974.203125 Penalty: 1324.451050
	Iteration 0F: 2 clusters Score -192974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -190047.781250 Penalty: 2648.902100
	Iteration 0F: 3 clusters Score -190047.8 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -190878.734375 Penalty: 2648.902100
	Iteration 1F: 3 clusters Score -190878.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -191091.796875 Penalty: 2648.902100
	Iteration 2F: 3 clusters Score -191091.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -191259.203125 Penalty: 2648.902100
	Iteration 3F: 3 clusters Score -191259.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -191416.593750 Penalty: 2648.902100
	Iteration 4F: 3 clusters Score -191416.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -191553.375000 Penalty: 2648.902100
	Iteration 5Q: 3 clusters Score -191553.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -191664.718750 Penalty: 2648.902100
	Iteration 6Q: 3 clusters Score -191664.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -191750.468750 Penalty: 2648.902100
	Iteration 7Q: 3 clusters Score -191750.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -191826.968750 Penalty: 2648.902100
	Iteration 8Q: 3 clusters Score -191827 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -191886.281250 Penalty: 2648.902100
	Iteration 9Q: 3 clusters Score -191886.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -191941.015625 Penalty: 2648.902100
	Iteration 10Q: 3 clusters Score -191941 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -191988.812500 Penalty: 2648.902100
	Iteration 11Q: 3 clusters Score -191988.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -192013.968750 Penalty: 2648.902100
	Iteration 12Q: 3 clusters Score -192014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -192035.781250 Penalty: 2648.902100
	Iteration 13Q: 3 clusters Score -192035.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -192057.796875 Penalty: 2648.902100
	Iteration 14Q: 3 clusters Score -192057.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -192073.046875 Penalty: 2648.902100
	Iteration 15Q: 3 clusters Score -192073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -192080.687500 Penalty: 2648.902100
	Iteration 16Q: 3 clusters Score -192080.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -192088.593750 Penalty: 2648.902100
	Iteration 17Q: 3 clusters Score -192088.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -192095.734375 Penalty: 2648.902100
	Iteration 18Q: 3 clusters Score -192095.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -192102.984375 Penalty: 2648.902100
	Iteration 19Q: 3 clusters Score -192103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -192107.562500 Penalty: 2648.902100
	Iteration 20F: 3 clusters Score -192107.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -192115.171875 Penalty: 2648.902100
	Iteration 21Q: 3 clusters Score -192115.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -192118.343750 Penalty: 2648.902100
	Iteration 22Q: 3 clusters Score -192118.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -192123.625000 Penalty: 2648.902100
	Iteration 23Q: 3 clusters Score -192123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -192126.171875 Penalty: 2648.902100
	Iteration 24Q: 3 clusters Score -192126.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -192127.796875 Penalty: 2648.902100
	Iteration 25Q: 3 clusters Score -192127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -192128.296875 Penalty: 2648.902100
	Iteration 26Q: 3 clusters Score -192128.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -192128.296875 Penalty: 2648.902100
	Iteration 27F: 3 clusters Score -192128.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Entering Unmasked Estep 
Score: -352611.156250 Penalty: 1435.437744
	Iteration 0F: 2 clusters Score -352611.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -347494.218750 Penalty: 2870.875488
	Iteration 0F: 3 clusters Score -347494.2 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -349496.375000 Penalty: 2870.875488
	Iteration 1F: 3 clusters Score -349496.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -350059.968750 Penalty: 2870.875488
	Iteration 2F: 3 clusters Score -350060 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -350503.937500 Penalty: 2870.875488
	Iteration 3F: 3 clusters Score -350503.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -350866.406250 Penalty: 2870.875488
	Iteration 4F: 3 clusters Score -350866.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -351102.843750 Penalty: 2870.875488
	Iteration 5Q: 3 clusters Score -351102.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -351277.281250 Penalty: 2870.875488
	Iteration 6Q: 3 clusters Score -351277.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -351394.750000 Penalty: 2870.875488
	Iteration 7Q: 3 clusters Score -351394.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -351460.687500 Penalty: 2870.875488
	Iteration 8Q: 3 clusters Score -351460.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -351502.062500 Penalty: 2870.875488
	Iteration 9Q: 3 clusters Score -351502.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -351533.750000 Penalty: 2870.875488
	Iteration 10Q: 3 clusters Score -351533.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -351568.500000 Penalty: 2870.875488
	Iteration 11Q: 3 clusters Score -351568.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -351594.781250 Penalty: 2870.875488
	Iteration 12Q: 3 clusters Score -351594.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -351613.875000 Penalty: 2870.875488
	Iteration 13Q: 3 clusters Score -351613.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -351629.437500 Penalty: 2870.875488
	Iteration 14Q: 3 clusters Score -351629.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -351643.031250 Penalty: 2870.875488
	Iteration 15Q: 3 clusters Score -351643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -351653.812500 Penalty: 2870.875488
	Iteration 16Q: 3 clusters Score -351653.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -351664.531250 Penalty: 2870.875488
	Iteration 17Q: 3 clusters Score -351664.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -351672.531250 Penalty: 2870.875488
	Iteration 18Q: 3 clusters Score -351672.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -351679.812500 Penalty: 2870.875488
	Iteration 19Q: 3 clusters Score -351679.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -351687.312500 Penalty: 2870.875488
	Iteration 20F: 3 clusters Score -351687.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -351697.718750 Penalty: 2870.875488
	Iteration 21Q: 3 clusters Score -351697.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -351709.437500 Penalty: 2870.875488
	Iteration 22Q: 3 clusters Score -351709.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -351718.437500 Penalty: 2870.875488
	Iteration 23Q: 3 clusters Score -351718.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -351726.843750 Penalty: 2870.875488
	Iteration 24Q: 3 clusters Score -351726.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -351736.125000 Penalty: 2870.875488
	Iteration 25Q: 3 clusters Score -351736.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -351742.250000 Penalty: 2870.875488
	Iteration 26Q: 3 clusters Score -351742.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -351748.843750 Penalty: 2870.875488
	Iteration 27Q: 3 clusters Score -351748.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -351752.593750 Penalty: 2870.875488
	Iteration 28Q: 3 clusters Score -351752.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -351757.812500 Penalty: 2870.875488
	Iteration 29Q: 3 clusters Score -351757.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -351762.687500 Penalty: 2870.875488
	Iteration 30Q: 3 clusters Score -351762.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -351769.468750 Penalty: 2870.875488
	Iteration 31Q: 3 clusters Score -351769.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -351774.906250 Penalty: 2870.875488
	Iteration 32Q: 3 clusters Score -351774.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -351777.000000 Penalty: 2870.875488
	Iteration 33Q: 3 clusters Score -351777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -351781.625000 Penalty: 2870.875488
	Iteration 34Q: 3 clusters Score -351781.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -351786.093750 Penalty: 2870.875488
	Iteration 35Q: 3 clusters Score -351786.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -351788.937500 Penalty: 2870.875488
	Iteration 36Q: 3 clusters Score -351788.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -351791.437500 Penalty: 2870.875488
	Iteration 37Q: 3 clusters Score -351791.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -351794.625000 Penalty: 2870.875488
	Iteration 38Q: 3 clusters Score -351794.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -351798.781250 Penalty: 2870.875488
	Iteration 39Q: 3 clusters Score -351798.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -351801.750000 Penalty: 2870.875488
	Iteration 40F: 3 clusters Score -351801.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -351807.156250 Penalty: 2870.875488
	Iteration 41Q: 3 clusters Score -351807.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -351813.531250 Penalty: 2870.875488
	Iteration 42Q: 3 clusters Score -351813.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -351815.937500 Penalty: 2870.875488
	Iteration 43Q: 3 clusters Score -351815.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -351816.687500 Penalty: 2870.875488
	Iteration 44Q: 3 clusters Score -351816.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -351820.062500 Penalty: 2870.875488
	Iteration 45Q: 3 clusters Score -351820.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -351821.750000 Penalty: 2870.875488
	Iteration 46Q: 3 clusters Score -351821.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -351823.468750 Penalty: 2870.875488
	Iteration 47Q: 3 clusters Score -351823.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -351823.875000 Penalty: 2870.875488
	Iteration 48Q: 3 clusters Score -351823.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -351826.375000 Penalty: 2870.875488
	Iteration 49Q: 3 clusters Score -351826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -351827.125000 Penalty: 2870.875488
	Iteration 50Q: 3 clusters Score -351827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -351827.937500 Penalty: 2870.875488
	Iteration 51Q: 3 clusters Score -351827.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -351827.843750 Penalty: 2870.875488
	Iteration 52Q: 3 clusters Score -351827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -351829.062500 Penalty: 2870.875488
	Iteration 53Q: 3 clusters Score -351829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -351828.812500 Penalty: 2870.875488
	Iteration 54Q: 3 clusters Score -351828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -351829.593750 Penalty: 2870.875488
	Iteration 55Q: 3 clusters Score -351829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -351830.000000 Penalty: 2870.875488
	Iteration 56Q: 3 clusters Score -351830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -351830.250000 Penalty: 2870.875488
	Iteration 57Q: 3 clusters Score -351830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -351830.781250 Penalty: 2870.875488
	Iteration 58Q: 3 clusters Score -351830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -351833.906250 Penalty: 2870.875488
	Iteration 59Q: 3 clusters Score -351833.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -351836.468750 Penalty: 2870.875488
	Iteration 60F: 3 clusters Score -351836.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -351837.531250 Penalty: 2870.875488
	Iteration 61Q: 3 clusters Score -351837.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -351838.750000 Penalty: 2870.875488
	Iteration 62Q: 3 clusters Score -351838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -351839.593750 Penalty: 2870.875488
	Iteration 63Q: 3 clusters Score -351839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -351840.000000 Penalty: 2870.875488
	Iteration 64Q: 3 clusters Score -351840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -351840.093750 Penalty: 2870.875488
	Iteration 65Q: 3 clusters Score -351840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -351840.875000 Penalty: 2870.875488
	Iteration 66Q: 3 clusters Score -351840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -351841.031250 Penalty: 2870.875488
	Iteration 67Q: 3 clusters Score -351841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -351841.093750 Penalty: 2870.875488
	Iteration 68Q: 3 clusters Score -351841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -351842.250000 Penalty: 2870.875488
	Iteration 69Q: 3 clusters Score -351842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -351841.656250 Penalty: 2870.875488
	Iteration 70Q: 3 clusters Score -351841.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -351842.750000 Penalty: 2870.875488
	Iteration 71Q: 3 clusters Score -351842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -351842.656250 Penalty: 2870.875488
	Iteration 72Q: 3 clusters Score -351842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -351844.062500 Penalty: 2870.875488
	Iteration 73Q: 3 clusters Score -351844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -351843.343750 Penalty: 2870.875488
	Iteration 74Q: 3 clusters Score -351843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -351843.343750 Penalty: 2870.875488
	Iteration 75F: 3 clusters Score -351843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -284345.750000 Penalty: 1377.376465
	Iteration 0F: 2 clusters Score -284345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -280501.218750 Penalty: 2754.752930
	Iteration 0F: 3 clusters Score -280501.2 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -281580.625000 Penalty: 2754.752930
	Iteration 1F: 3 clusters Score -281580.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -281824.531250 Penalty: 2754.752930
	Iteration 2F: 3 clusters Score -281824.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -282041.500000 Penalty: 2754.752930
	Iteration 3F: 3 clusters Score -282041.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -282197.156250 Penalty: 2754.752930
	Iteration 4F: 3 clusters Score -282197.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -282304.156250 Penalty: 2754.752930
	Iteration 5Q: 3 clusters Score -282304.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -282388.312500 Penalty: 2754.752930
	Iteration 6Q: 3 clusters Score -282388.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -282449.625000 Penalty: 2754.752930
	Iteration 7Q: 3 clusters Score -282449.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -282511.312500 Penalty: 2754.752930
	Iteration 8Q: 3 clusters Score -282511.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -282560.406250 Penalty: 2754.752930
	Iteration 9Q: 3 clusters Score -282560.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -282594.937500 Penalty: 2754.752930
	Iteration 10Q: 3 clusters Score -282594.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -282630.687500 Penalty: 2754.752930
	Iteration 11Q: 3 clusters Score -282630.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -282681.593750 Penalty: 2754.752930
	Iteration 12Q: 3 clusters Score -282681.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -282724.718750 Penalty: 2754.752930
	Iteration 13Q: 3 clusters Score -282724.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -282766.031250 Penalty: 2754.752930
	Iteration 14Q: 3 clusters Score -282766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -282811.750000 Penalty: 2754.752930
	Iteration 15Q: 3 clusters Score -282811.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -282862.406250 Penalty: 2754.752930
	Iteration 16Q: 3 clusters Score -282862.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -282912.218750 Penalty: 2754.752930
	Iteration 17Q: 3 clusters Score -282912.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -282967.093750 Penalty: 2754.752930
	Iteration 18Q: 3 clusters Score -282967.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -283034.187500 Penalty: 2754.752930
	Iteration 19Q: 3 clusters Score -283034.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -283093.906250 Penalty: 2754.752930
	Iteration 20F: 3 clusters Score -283093.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -283153.656250 Penalty: 2754.752930
	Iteration 21Q: 3 clusters Score -283153.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -283201.218750 Penalty: 2754.752930
	Iteration 22Q: 3 clusters Score -283201.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -283235.187500 Penalty: 2754.752930
	Iteration 23Q: 3 clusters Score -283235.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -283272.312500 Penalty: 2754.752930
	Iteration 24Q: 3 clusters Score -283272.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -283300.187500 Penalty: 2754.752930
	Iteration 25Q: 3 clusters Score -283300.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -283321.000000 Penalty: 2754.752930
	Iteration 26Q: 3 clusters Score -283321 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -283338.531250 Penalty: 2754.752930
	Iteration 27Q: 3 clusters Score -283338.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -283356.312500 Penalty: 2754.752930
	Iteration 28Q: 3 clusters Score -283356.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -283371.656250 Penalty: 2754.752930
	Iteration 29Q: 3 clusters Score -283371.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -283383.750000 Penalty: 2754.752930
	Iteration 30Q: 3 clusters Score -283383.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -283392.125000 Penalty: 2754.752930
	Iteration 31Q: 3 clusters Score -283392.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -283399.250000 Penalty: 2754.752930
	Iteration 32Q: 3 clusters Score -283399.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -283407.468750 Penalty: 2754.752930
	Iteration 33Q: 3 clusters Score -283407.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -283417.281250 Penalty: 2754.752930
	Iteration 34Q: 3 clusters Score -283417.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -283428.062500 Penalty: 2754.752930
	Iteration 35Q: 3 clusters Score -283428.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -283439.750000 Penalty: 2754.752930
	Iteration 36Q: 3 clusters Score -283439.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -283451.437500 Penalty: 2754.752930
	Iteration 37Q: 3 clusters Score -283451.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -283456.250000 Penalty: 2754.752930
	Iteration 38Q: 3 clusters Score -283456.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -283465.281250 Penalty: 2754.752930
	Iteration 39Q: 3 clusters Score -283465.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -283470.843750 Penalty: 2754.752930
	Iteration 40F: 3 clusters Score -283470.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -283473.937500 Penalty: 2754.752930
	Iteration 41Q: 3 clusters Score -283473.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -283477.218750 Penalty: 2754.752930
	Iteration 42Q: 3 clusters Score -283477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -283478.812500 Penalty: 2754.752930
	Iteration 43Q: 3 clusters Score -283478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -283480.125000 Penalty: 2754.752930
	Iteration 44Q: 3 clusters Score -283480.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -283482.312500 Penalty: 2754.752930
	Iteration 45Q: 3 clusters Score -283482.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -283483.718750 Penalty: 2754.752930
	Iteration 46Q: 3 clusters Score -283483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -283485.500000 Penalty: 2754.752930
	Iteration 47Q: 3 clusters Score -283485.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -283488.031250 Penalty: 2754.752930
	Iteration 48Q: 3 clusters Score -283488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -283491.218750 Penalty: 2754.752930
	Iteration 49Q: 3 clusters Score -283491.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -283495.375000 Penalty: 2754.752930
	Iteration 50Q: 3 clusters Score -283495.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -283499.531250 Penalty: 2754.752930
	Iteration 51Q: 3 clusters Score -283499.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -283503.718750 Penalty: 2754.752930
	Iteration 52Q: 3 clusters Score -283503.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -283508.125000 Penalty: 2754.752930
	Iteration 53Q: 3 clusters Score -283508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -283509.906250 Penalty: 2754.752930
	Iteration 54Q: 3 clusters Score -283509.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -283511.750000 Penalty: 2754.752930
	Iteration 55Q: 3 clusters Score -283511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -283513.156250 Penalty: 2754.752930
	Iteration 56Q: 3 clusters Score -283513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -283514.000000 Penalty: 2754.752930
	Iteration 57Q: 3 clusters Score -283514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -283514.343750 Penalty: 2754.752930
	Iteration 58Q: 3 clusters Score -283514.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -283515.125000 Penalty: 2754.752930
	Iteration 59Q: 3 clusters Score -283515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -283515.468750 Penalty: 2754.752930
	Iteration 60F: 3 clusters Score -283515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -283515.312500 Penalty: 2754.752930
	Iteration 61Q: 3 clusters Score -283515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -283515.687500 Penalty: 2754.752930
	Iteration 62Q: 3 clusters Score -283515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -283515.687500 Penalty: 2754.752930
	Iteration 63F: 3 clusters Score -283515.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -231350.000000 Penalty: 1348.269775
	Iteration 0F: 2 clusters Score -231350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -227929.515625 Penalty: 2696.539551
	Iteration 0F: 3 clusters Score -227929.5 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -228831.421875 Penalty: 2696.539551
	Iteration 1F: 3 clusters Score -228831.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -229005.796875 Penalty: 2696.539551
	Iteration 2F: 3 clusters Score -229005.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -229133.953125 Penalty: 2696.539551
	Iteration 3F: 3 clusters Score -229134 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -229249.359375 Penalty: 2696.539551
	Iteration 4Q: 3 clusters Score -229249.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -229376.906250 Penalty: 2696.539551
	Iteration 5Q: 3 clusters Score -229376.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -229571.937500 Penalty: 2696.539551
	Iteration 6F: 3 clusters Score -229571.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -229787.187500 Penalty: 2696.539551
	Iteration 7F: 3 clusters Score -229787.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -230024.515625 Penalty: 2696.539551
	Iteration 8F: 3 clusters Score -230024.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -230207.421875 Penalty: 2696.539551
	Iteration 9F: 3 clusters Score -230207.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -230355.406250 Penalty: 2696.539551
	Iteration 10Q: 3 clusters Score -230355.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -230441.062500 Penalty: 2696.539551
	Iteration 11Q: 3 clusters Score -230441.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -230478.375000 Penalty: 2696.539551
	Iteration 12Q: 3 clusters Score -230478.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -230495.078125 Penalty: 2696.539551
	Iteration 13Q: 3 clusters Score -230495.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -230506.234375 Penalty: 2696.539551
	Iteration 14Q: 3 clusters Score -230506.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -230512.562500 Penalty: 2696.539551
	Iteration 15Q: 3 clusters Score -230512.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -230514.765625 Penalty: 2696.539551
	Iteration 16Q: 3 clusters Score -230514.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -230516.750000 Penalty: 2696.539551
	Iteration 17Q: 3 clusters Score -230516.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -230518.812500 Penalty: 2696.539551
	Iteration 18Q: 3 clusters Score -230518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -230521.109375 Penalty: 2696.539551
	Iteration 19Q: 3 clusters Score -230521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -230522.312500 Penalty: 2696.539551
	Iteration 20F: 3 clusters Score -230522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -230524.500000 Penalty: 2696.539551
	Iteration 21Q: 3 clusters Score -230524.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -230526.125000 Penalty: 2696.539551
	Iteration 22Q: 3 clusters Score -230526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -230528.109375 Penalty: 2696.539551
	Iteration 23Q: 3 clusters Score -230528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -230529.953125 Penalty: 2696.539551
	Iteration 24Q: 3 clusters Score -230530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -230531.359375 Penalty: 2696.539551
	Iteration 25Q: 3 clusters Score -230531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -230532.937500 Penalty: 2696.539551
	Iteration 26Q: 3 clusters Score -230532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -230534.421875 Penalty: 2696.539551
	Iteration 27Q: 3 clusters Score -230534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -230536.062500 Penalty: 2696.539551
	Iteration 28Q: 3 clusters Score -230536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -230536.765625 Penalty: 2696.539551
	Iteration 29Q: 3 clusters Score -230536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -230536.828125 Penalty: 2696.539551
	Iteration 30Q: 3 clusters Score -230536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -230536.828125 Penalty: 2696.539551
	Iteration 31F: 3 clusters Score -230536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -320526.968750 Penalty: 1394.277222
	Iteration 0F: 2 clusters Score -320527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -316362.187500 Penalty: 2788.554443
	Iteration 0F: 3 clusters Score -316362.2 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -318045.312500 Penalty: 2788.554443
	Iteration 1F: 3 clusters Score -318045.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -318799.375000 Penalty: 2788.554443
	Iteration 2F: 3 clusters Score -318799.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -319335.468750 Penalty: 2788.554443
	Iteration 3F: 3 clusters Score -319335.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -319672.250000 Penalty: 2788.554443
	Iteration 4F: 3 clusters Score -319672.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -319849.593750 Penalty: 2788.554443
	Iteration 5Q: 3 clusters Score -319849.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -319936.968750 Penalty: 2788.554443
	Iteration 6Q: 3 clusters Score -319937 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -319981.343750 Penalty: 2788.554443
	Iteration 7Q: 3 clusters Score -319981.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -320008.093750 Penalty: 2788.554443
	Iteration 8Q: 3 clusters Score -320008.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -320031.343750 Penalty: 2788.554443
	Iteration 9Q: 3 clusters Score -320031.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -320053.187500 Penalty: 2788.554443
	Iteration 10Q: 3 clusters Score -320053.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -320074.281250 Penalty: 2788.554443
	Iteration 11Q: 3 clusters Score -320074.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -320088.718750 Penalty: 2788.554443
	Iteration 12Q: 3 clusters Score -320088.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -320103.218750 Penalty: 2788.554443
	Iteration 13Q: 3 clusters Score -320103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -320110.062500 Penalty: 2788.554443
	Iteration 14Q: 3 clusters Score -320110.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -320115.125000 Penalty: 2788.554443
	Iteration 15Q: 3 clusters Score -320115.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -320122.156250 Penalty: 2788.554443
	Iteration 16Q: 3 clusters Score -320122.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -320126.718750 Penalty: 2788.554443
	Iteration 17Q: 3 clusters Score -320126.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -320130.406250 Penalty: 2788.554443
	Iteration 18Q: 3 clusters Score -320130.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -320136.500000 Penalty: 2788.554443
	Iteration 19Q: 3 clusters Score -320136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -320139.375000 Penalty: 2788.554443
	Iteration 20F: 3 clusters Score -320139.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -320142.343750 Penalty: 2788.554443
	Iteration 21Q: 3 clusters Score -320142.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -320146.687500 Penalty: 2788.554443
	Iteration 22Q: 3 clusters Score -320146.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -320151.437500 Penalty: 2788.554443
	Iteration 23Q: 3 clusters Score -320151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -320153.343750 Penalty: 2788.554443
	Iteration 24Q: 3 clusters Score -320153.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -320157.656250 Penalty: 2788.554443
	Iteration 25Q: 3 clusters Score -320157.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -320158.843750 Penalty: 2788.554443
	Iteration 26Q: 3 clusters Score -320158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -320159.718750 Penalty: 2788.554443
	Iteration 27Q: 3 clusters Score -320159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -320159.968750 Penalty: 2788.554443
	Iteration 28Q: 3 clusters Score -320160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -320159.968750 Penalty: 2788.554443
	Iteration 29F: 3 clusters Score -320160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -246239.828125 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -246239.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -242858.671875 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -242858.7 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -243714.406250 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -243714.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -243876.093750 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -243876.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -243967.734375 Penalty: 2700.164551
	Iteration 3Q: 3 clusters Score -243967.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -244034.093750 Penalty: 2700.164551
	Iteration 4Q: 3 clusters Score -244034.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -244081.625000 Penalty: 2700.164551
	Iteration 5Q: 3 clusters Score -244081.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -244119.125000 Penalty: 2700.164551
	Iteration 6Q: 3 clusters Score -244119.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -244161.937500 Penalty: 2700.164551
	Iteration 7Q: 3 clusters Score -244161.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -244203.437500 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -244203.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -244237.984375 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -244238 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -244272.375000 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -244272.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -244303.656250 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -244303.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -244332.640625 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -244332.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -244365.500000 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -244365.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -244393.546875 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -244393.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -244421.500000 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -244421.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -244451.765625 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -244451.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -244484.375000 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -244484.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -244520.390625 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -244520.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -244559.531250 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -244559.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -244596.218750 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -244596.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -244631.578125 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -244631.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -244661.968750 Penalty: 2700.164551
	Iteration 22Q: 3 clusters Score -244662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -244683.718750 Penalty: 2700.164551
	Iteration 23Q: 3 clusters Score -244683.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -244703.406250 Penalty: 2700.164551
	Iteration 24Q: 3 clusters Score -244703.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -244718.500000 Penalty: 2700.164551
	Iteration 25Q: 3 clusters Score -244718.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -244730.968750 Penalty: 2700.164551
	Iteration 26Q: 3 clusters Score -244731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -244738.765625 Penalty: 2700.164551
	Iteration 27Q: 3 clusters Score -244738.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -244746.578125 Penalty: 2700.164551
	Iteration 28Q: 3 clusters Score -244746.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -244754.937500 Penalty: 2700.164551
	Iteration 29Q: 3 clusters Score -244754.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -244761.984375 Penalty: 2700.164551
	Iteration 30Q: 3 clusters Score -244762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -244767.984375 Penalty: 2700.164551
	Iteration 31Q: 3 clusters Score -244768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -244774.937500 Penalty: 2700.164551
	Iteration 32Q: 3 clusters Score -244774.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -244779.671875 Penalty: 2700.164551
	Iteration 33Q: 3 clusters Score -244779.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -244785.921875 Penalty: 2700.164551
	Iteration 34Q: 3 clusters Score -244785.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -244791.750000 Penalty: 2700.164551
	Iteration 35Q: 3 clusters Score -244791.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -244794.625000 Penalty: 2700.164551
	Iteration 36Q: 3 clusters Score -244794.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -244800.015625 Penalty: 2700.164551
	Iteration 37Q: 3 clusters Score -244800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -244803.062500 Penalty: 2700.164551
	Iteration 38Q: 3 clusters Score -244803.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -244808.468750 Penalty: 2700.164551
	Iteration 39Q: 3 clusters Score -244808.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -244813.109375 Penalty: 2700.164551
	Iteration 40F: 3 clusters Score -244813.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -244817.546875 Penalty: 2700.164551
	Iteration 41Q: 3 clusters Score -244817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -244819.390625 Penalty: 2700.164551
	Iteration 42Q: 3 clusters Score -244819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -244822.265625 Penalty: 2700.164551
	Iteration 43Q: 3 clusters Score -244822.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -244828.281250 Penalty: 2700.164551
	Iteration 44Q: 3 clusters Score -244828.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -244831.468750 Penalty: 2700.164551
	Iteration 45Q: 3 clusters Score -244831.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -244835.015625 Penalty: 2700.164551
	Iteration 46Q: 3 clusters Score -244835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -244840.046875 Penalty: 2700.164551
	Iteration 47Q: 3 clusters Score -244840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -244845.937500 Penalty: 2700.164551
	Iteration 48Q: 3 clusters Score -244845.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -244852.156250 Penalty: 2700.164551
	Iteration 49Q: 3 clusters Score -244852.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -244858.031250 Penalty: 2700.164551
	Iteration 50Q: 3 clusters Score -244858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -244861.250000 Penalty: 2700.164551
	Iteration 51Q: 3 clusters Score -244861.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -244863.750000 Penalty: 2700.164551
	Iteration 52Q: 3 clusters Score -244863.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -244870.984375 Penalty: 2700.164551
	Iteration 53Q: 3 clusters Score -244871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -244877.218750 Penalty: 2700.164551
	Iteration 54Q: 3 clusters Score -244877.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -244883.921875 Penalty: 2700.164551
	Iteration 55Q: 3 clusters Score -244883.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -244890.296875 Penalty: 2700.164551
	Iteration 56Q: 3 clusters Score -244890.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -244893.390625 Penalty: 2700.164551
	Iteration 57Q: 3 clusters Score -244893.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -244896.718750 Penalty: 2700.164551
	Iteration 58Q: 3 clusters Score -244896.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -244900.593750 Penalty: 2700.164551
	Iteration 59Q: 3 clusters Score -244900.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -244904.703125 Penalty: 2700.164551
	Iteration 60F: 3 clusters Score -244904.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -244910.796875 Penalty: 2700.164551
	Iteration 61Q: 3 clusters Score -244910.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -244917.875000 Penalty: 2700.164551
	Iteration 62Q: 3 clusters Score -244917.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -244922.218750 Penalty: 2700.164551
	Iteration 63Q: 3 clusters Score -244922.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -244924.203125 Penalty: 2700.164551
	Iteration 64Q: 3 clusters Score -244924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -244928.015625 Penalty: 2700.164551
	Iteration 65Q: 3 clusters Score -244928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -244933.234375 Penalty: 2700.164551
	Iteration 66Q: 3 clusters Score -244933.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -244939.062500 Penalty: 2700.164551
	Iteration 67Q: 3 clusters Score -244939.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -244945.593750 Penalty: 2700.164551
	Iteration 68Q: 3 clusters Score -244945.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -244952.500000 Penalty: 2700.164551
	Iteration 69Q: 3 clusters Score -244952.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -244961.875000 Penalty: 2700.164551
	Iteration 70Q: 3 clusters Score -244961.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -244969.687500 Penalty: 2700.164551
	Iteration 71Q: 3 clusters Score -244969.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -244976.968750 Penalty: 2700.164551
	Iteration 72Q: 3 clusters Score -244977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -244985.500000 Penalty: 2700.164551
	Iteration 73Q: 3 clusters Score -244985.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -244992.250000 Penalty: 2700.164551
	Iteration 74Q: 3 clusters Score -244992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -244997.062500 Penalty: 2700.164551
	Iteration 75Q: 3 clusters Score -244997.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -245002.390625 Penalty: 2700.164551
	Iteration 76Q: 3 clusters Score -245002.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -245004.390625 Penalty: 2700.164551
	Iteration 77Q: 3 clusters Score -245004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -245006.781250 Penalty: 2700.164551
	Iteration 78Q: 3 clusters Score -245006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -245010.609375 Penalty: 2700.164551
	Iteration 79Q: 3 clusters Score -245010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -245013.656250 Penalty: 2700.164551
	Iteration 80F: 3 clusters Score -245013.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -245015.265625 Penalty: 2700.164551
	Iteration 81Q: 3 clusters Score -245015.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -245019.656250 Penalty: 2700.164551
	Iteration 82Q: 3 clusters Score -245019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -245021.015625 Penalty: 2700.164551
	Iteration 83Q: 3 clusters Score -245021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -245025.437500 Penalty: 2700.164551
	Iteration 84Q: 3 clusters Score -245025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -245029.453125 Penalty: 2700.164551
	Iteration 85Q: 3 clusters Score -245029.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -245033.015625 Penalty: 2700.164551
	Iteration 86Q: 3 clusters Score -245033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -245036.171875 Penalty: 2700.164551
	Iteration 87Q: 3 clusters Score -245036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -245038.750000 Penalty: 2700.164551
	Iteration 88Q: 3 clusters Score -245038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -245040.390625 Penalty: 2700.164551
	Iteration 89Q: 3 clusters Score -245040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -245040.093750 Penalty: 2700.164551
	Iteration 90Q: 3 clusters Score -245040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -245040.593750 Penalty: 2700.164551
	Iteration 91Q: 3 clusters Score -245040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -245041.531250 Penalty: 2700.164551
	Iteration 92Q: 3 clusters Score -245041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -245042.734375 Penalty: 2700.164551
	Iteration 93Q: 3 clusters Score -245042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -245044.453125 Penalty: 2700.164551
	Iteration 94Q: 3 clusters Score -245044.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -245047.062500 Penalty: 2700.164551
	Iteration 95Q: 3 clusters Score -245047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -245049.734375 Penalty: 2700.164551
	Iteration 96Q: 3 clusters Score -245049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -245050.609375 Penalty: 2700.164551
	Iteration 97Q: 3 clusters Score -245050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -245051.687500 Penalty: 2700.164551
	Iteration 98Q: 3 clusters Score -245051.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -245052.640625 Penalty: 2700.164551
	Iteration 99Q: 3 clusters Score -245052.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -245052.640625 Penalty: 2700.164551
	Iteration 100F: 3 clusters Score -245052.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Entering Unmasked Estep 
Score: -1865407.875000 Penalty: 1674.673096
	Iteration 0F: 2 clusters Score -1865408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1845343.625000 Penalty: 3349.346191
	Iteration 0F: 3 clusters Score -1845344 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1853199.000000 Penalty: 3349.346191
	Iteration 1F: 3 clusters Score -1853199 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1853675.250000 Penalty: 3349.346191
	Iteration 2Q: 3 clusters Score -1853675 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1854189.000000 Penalty: 3349.346191
	Iteration 3Q: 3 clusters Score -1854189 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1854733.625000 Penalty: 3349.346191
	Iteration 4Q: 3 clusters Score -1854734 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1855335.875000 Penalty: 3349.346191
	Iteration 5Q: 3 clusters Score -1855336 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1855933.375000 Penalty: 3349.346191
	Iteration 6Q: 3 clusters Score -1855933 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1856496.250000 Penalty: 3349.346191
	Iteration 7Q: 3 clusters Score -1856496 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1857061.375000 Penalty: 3349.346191
	Iteration 8Q: 3 clusters Score -1857061 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1857702.875000 Penalty: 3349.346191
	Iteration 9Q: 3 clusters Score -1857703 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1858416.875000 Penalty: 3349.346191
	Iteration 10Q: 3 clusters Score -1858417 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1859019.500000 Penalty: 3349.346191
	Iteration 11Q: 3 clusters Score -1859020 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1859493.250000 Penalty: 3349.346191
	Iteration 12Q: 3 clusters Score -1859493 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1859728.750000 Penalty: 3349.346191
	Iteration 13Q: 3 clusters Score -1859729 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1859861.875000 Penalty: 3349.346191
	Iteration 14Q: 3 clusters Score -1859862 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1859958.375000 Penalty: 3349.346191
	Iteration 15Q: 3 clusters Score -1859958 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1860030.000000 Penalty: 3349.346191
	Iteration 16Q: 3 clusters Score -1860030 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1860100.375000 Penalty: 3349.346191
	Iteration 17Q: 3 clusters Score -1860100 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1860174.625000 Penalty: 3349.346191
	Iteration 18Q: 3 clusters Score -1860175 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1860232.250000 Penalty: 3349.346191
	Iteration 19Q: 3 clusters Score -1860232 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1860295.500000 Penalty: 3349.346191
	Iteration 20F: 3 clusters Score -1860296 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1860349.375000 Penalty: 3349.346191
	Iteration 21Q: 3 clusters Score -1860349 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1860387.000000 Penalty: 3349.346191
	Iteration 22Q: 3 clusters Score -1860387 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1860425.750000 Penalty: 3349.346191
	Iteration 23Q: 3 clusters Score -1860426 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1860469.125000 Penalty: 3349.346191
	Iteration 24Q: 3 clusters Score -1860469 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1860487.125000 Penalty: 3349.346191
	Iteration 25Q: 3 clusters Score -1860487 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1860518.000000 Penalty: 3349.346191
	Iteration 26Q: 3 clusters Score -1860518 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1860550.375000 Penalty: 3349.346191
	Iteration 27Q: 3 clusters Score -1860550 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1860564.750000 Penalty: 3349.346191
	Iteration 28Q: 3 clusters Score -1860565 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1860577.625000 Penalty: 3349.346191
	Iteration 29Q: 3 clusters Score -1860578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1860596.375000 Penalty: 3349.346191
	Iteration 30Q: 3 clusters Score -1860596 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1860605.125000 Penalty: 3349.346191
	Iteration 31Q: 3 clusters Score -1860605 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1860618.250000 Penalty: 3349.346191
	Iteration 32Q: 3 clusters Score -1860618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1860621.000000 Penalty: 3349.346191
	Iteration 33Q: 3 clusters Score -1860621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1860630.500000 Penalty: 3349.346191
	Iteration 34Q: 3 clusters Score -1860630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1860637.375000 Penalty: 3349.346191
	Iteration 35Q: 3 clusters Score -1860637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1860641.125000 Penalty: 3349.346191
	Iteration 36Q: 3 clusters Score -1860641 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1860647.750000 Penalty: 3349.346191
	Iteration 37Q: 3 clusters Score -1860648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1860652.875000 Penalty: 3349.346191
	Iteration 38Q: 3 clusters Score -1860653 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1860662.375000 Penalty: 3349.346191
	Iteration 39Q: 3 clusters Score -1860662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1860671.750000 Penalty: 3349.346191
	Iteration 40F: 3 clusters Score -1860672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1860681.375000 Penalty: 3349.346191
	Iteration 41Q: 3 clusters Score -1860681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1860687.125000 Penalty: 3349.346191
	Iteration 42Q: 3 clusters Score -1860687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1860694.250000 Penalty: 3349.346191
	Iteration 43Q: 3 clusters Score -1860694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1860709.750000 Penalty: 3349.346191
	Iteration 44Q: 3 clusters Score -1860710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1860710.500000 Penalty: 3349.346191
	Iteration 45Q: 3 clusters Score -1860710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1860723.250000 Penalty: 3349.346191
	Iteration 46Q: 3 clusters Score -1860723 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1860728.750000 Penalty: 3349.346191
	Iteration 47Q: 3 clusters Score -1860729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1860725.250000 Penalty: 3349.346191
	Iteration 48Q: 3 clusters Score -1860725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1860724.125000 Penalty: 3349.346191
	Iteration 49Q: 3 clusters Score -1860724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1860734.500000 Penalty: 3349.346191
	Iteration 50Q: 3 clusters Score -1860734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1860741.375000 Penalty: 3349.346191
	Iteration 51Q: 3 clusters Score -1860741 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1860749.875000 Penalty: 3349.346191
	Iteration 52Q: 3 clusters Score -1860750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1860757.750000 Penalty: 3349.346191
	Iteration 53Q: 3 clusters Score -1860758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1860761.250000 Penalty: 3349.346191
	Iteration 54Q: 3 clusters Score -1860761 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1860760.750000 Penalty: 3349.346191
	Iteration 55Q: 3 clusters Score -1860761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1860772.750000 Penalty: 3349.346191
	Iteration 56Q: 3 clusters Score -1860773 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1860772.375000 Penalty: 3349.346191
	Iteration 57Q: 3 clusters Score -1860772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1860780.875000 Penalty: 3349.346191
	Iteration 58Q: 3 clusters Score -1860781 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1860787.250000 Penalty: 3349.346191
	Iteration 59Q: 3 clusters Score -1860787 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1860789.875000 Penalty: 3349.346191
	Iteration 60F: 3 clusters Score -1860790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1860791.125000 Penalty: 3349.346191
	Iteration 61Q: 3 clusters Score -1860791 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1860802.000000 Penalty: 3349.346191
	Iteration 62Q: 3 clusters Score -1860802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1860808.250000 Penalty: 3349.346191
	Iteration 63Q: 3 clusters Score -1860808 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1860825.125000 Penalty: 3349.346191
	Iteration 64Q: 3 clusters Score -1860825 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1860840.625000 Penalty: 3349.346191
	Iteration 65Q: 3 clusters Score -1860841 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1860835.875000 Penalty: 3349.346191
	Iteration 66Q: 3 clusters Score -1860836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1860846.250000 Penalty: 3349.346191
	Iteration 67Q: 3 clusters Score -1860846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1860854.250000 Penalty: 3349.346191
	Iteration 68Q: 3 clusters Score -1860854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1860863.750000 Penalty: 3349.346191
	Iteration 69Q: 3 clusters Score -1860864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1860870.750000 Penalty: 3349.346191
	Iteration 70Q: 3 clusters Score -1860871 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1860884.750000 Penalty: 3349.346191
	Iteration 71Q: 3 clusters Score -1860885 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1860893.375000 Penalty: 3349.346191
	Iteration 72Q: 3 clusters Score -1860893 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1860908.500000 Penalty: 3349.346191
	Iteration 73Q: 3 clusters Score -1860908 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1860921.750000 Penalty: 3349.346191
	Iteration 74Q: 3 clusters Score -1860922 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1860942.500000 Penalty: 3349.346191
	Iteration 75Q: 3 clusters Score -1860942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1860952.500000 Penalty: 3349.346191
	Iteration 76Q: 3 clusters Score -1860952 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1860973.500000 Penalty: 3349.346191
	Iteration 77Q: 3 clusters Score -1860974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1860996.375000 Penalty: 3349.346191
	Iteration 78Q: 3 clusters Score -1860996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1861021.250000 Penalty: 3349.346191
	Iteration 79Q: 3 clusters Score -1861021 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1861040.500000 Penalty: 3349.346191
	Iteration 80F: 3 clusters Score -1861040 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1861055.500000 Penalty: 3349.346191
	Iteration 81Q: 3 clusters Score -1861056 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1861092.375000 Penalty: 3349.346191
	Iteration 82Q: 3 clusters Score -1861092 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1861126.750000 Penalty: 3349.346191
	Iteration 83Q: 3 clusters Score -1861127 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1861171.125000 Penalty: 3349.346191
	Iteration 84Q: 3 clusters Score -1861171 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1861203.125000 Penalty: 3349.346191
	Iteration 85Q: 3 clusters Score -1861203 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1861240.125000 Penalty: 3349.346191
	Iteration 86Q: 3 clusters Score -1861240 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1861286.500000 Penalty: 3349.346191
	Iteration 87Q: 3 clusters Score -1861286 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1861338.375000 Penalty: 3349.346191
	Iteration 88Q: 3 clusters Score -1861338 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1861391.875000 Penalty: 3349.346191
	Iteration 89Q: 3 clusters Score -1861392 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1861477.125000 Penalty: 3349.346191
	Iteration 90Q: 3 clusters Score -1861477 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1861560.500000 Penalty: 3349.346191
	Iteration 91Q: 3 clusters Score -1861560 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1861650.000000 Penalty: 3349.346191
	Iteration 92Q: 3 clusters Score -1861650 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1861746.000000 Penalty: 3349.346191
	Iteration 93Q: 3 clusters Score -1861746 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1861860.250000 Penalty: 3349.346191
	Iteration 94Q: 3 clusters Score -1861860 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1861959.875000 Penalty: 3349.346191
	Iteration 95Q: 3 clusters Score -1861960 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1862067.625000 Penalty: 3349.346191
	Iteration 96Q: 3 clusters Score -1862068 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1862173.875000 Penalty: 3349.346191
	Iteration 97Q: 3 clusters Score -1862174 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1862334.375000 Penalty: 3349.346191
	Iteration 98Q: 3 clusters Score -1862334 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1862512.375000 Penalty: 3349.346191
	Iteration 99Q: 3 clusters Score -1862512 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1862679.000000 Penalty: 3349.346191
	Iteration 100F: 3 clusters Score -1862679 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1862864.125000 Penalty: 3349.346191
	Iteration 101Q: 3 clusters Score -1862864 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1863060.750000 Penalty: 3349.346191
	Iteration 102Q: 3 clusters Score -1863061 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1863232.125000 Penalty: 3349.346191
	Iteration 103Q: 3 clusters Score -1863232 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1863363.250000 Penalty: 3349.346191
	Iteration 104Q: 3 clusters Score -1863363 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1863468.000000 Penalty: 3349.346191
	Iteration 105Q: 3 clusters Score -1863468 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1863578.500000 Penalty: 3349.346191
	Iteration 106Q: 3 clusters Score -1863578 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1863649.625000 Penalty: 3349.346191
	Iteration 107Q: 3 clusters Score -1863650 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1863708.000000 Penalty: 3349.346191
	Iteration 108Q: 3 clusters Score -1863708 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1863762.625000 Penalty: 3349.346191
	Iteration 109Q: 3 clusters Score -1863763 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1863815.625000 Penalty: 3349.346191
	Iteration 110Q: 3 clusters Score -1863816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1863871.625000 Penalty: 3349.346191
	Iteration 111Q: 3 clusters Score -1863872 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1863919.125000 Penalty: 3349.346191
	Iteration 112Q: 3 clusters Score -1863919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1863945.750000 Penalty: 3349.346191
	Iteration 113Q: 3 clusters Score -1863946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1863967.375000 Penalty: 3349.346191
	Iteration 114Q: 3 clusters Score -1863967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1863983.500000 Penalty: 3349.346191
	Iteration 115Q: 3 clusters Score -1863984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1863993.750000 Penalty: 3349.346191
	Iteration 116Q: 3 clusters Score -1863994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1864006.000000 Penalty: 3349.346191
	Iteration 117Q: 3 clusters Score -1864006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1864018.625000 Penalty: 3349.346191
	Iteration 118Q: 3 clusters Score -1864019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1864026.250000 Penalty: 3349.346191
	Iteration 119Q: 3 clusters Score -1864026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1864034.625000 Penalty: 3349.346191
	Iteration 120F: 3 clusters Score -1864035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1864047.250000 Penalty: 3349.346191
	Iteration 121Q: 3 clusters Score -1864047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1864061.750000 Penalty: 3349.346191
	Iteration 122Q: 3 clusters Score -1864062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1864084.000000 Penalty: 3349.346191
	Iteration 123Q: 3 clusters Score -1864084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1864091.125000 Penalty: 3349.346191
	Iteration 124Q: 3 clusters Score -1864091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1864099.125000 Penalty: 3349.346191
	Iteration 125Q: 3 clusters Score -1864099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1864103.375000 Penalty: 3349.346191
	Iteration 126Q: 3 clusters Score -1864103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1864107.625000 Penalty: 3349.346191
	Iteration 127Q: 3 clusters Score -1864108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1864113.375000 Penalty: 3349.346191
	Iteration 128Q: 3 clusters Score -1864113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1864113.375000 Penalty: 3349.346191
	Iteration 129Q: 3 clusters Score -1864113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1864111.625000 Penalty: 3349.346191
	Iteration 130Q: 3 clusters Score -1864112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1864111.625000 Penalty: 3349.346191
	Iteration 131F: 3 clusters Score -1864112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Entering Unmasked Estep 
Score: -221515.140625 Penalty: 1332.144775
	Iteration 0F: 2 clusters Score -221515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -218420.562500 Penalty: 2664.289551
	Iteration 0F: 3 clusters Score -218420.6 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -219232.546875 Penalty: 2664.289551
	Iteration 1F: 3 clusters Score -219232.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -219369.046875 Penalty: 2664.289551
	Iteration 2F: 3 clusters Score -219369 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -219432.031250 Penalty: 2664.289551
	Iteration 3Q: 3 clusters Score -219432 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -219469.250000 Penalty: 2664.289551
	Iteration 4Q: 3 clusters Score -219469.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -219503.593750 Penalty: 2664.289551
	Iteration 5Q: 3 clusters Score -219503.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -219532.015625 Penalty: 2664.289551
	Iteration 6Q: 3 clusters Score -219532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -219575.000000 Penalty: 2664.289551
	Iteration 7Q: 3 clusters Score -219575 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -219629.187500 Penalty: 2664.289551
	Iteration 8Q: 3 clusters Score -219629.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -219682.453125 Penalty: 2664.289551
	Iteration 9Q: 3 clusters Score -219682.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -219728.015625 Penalty: 2664.289551
	Iteration 10Q: 3 clusters Score -219728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -219761.031250 Penalty: 2664.289551
	Iteration 11Q: 3 clusters Score -219761 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -219789.718750 Penalty: 2664.289551
	Iteration 12Q: 3 clusters Score -219789.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -219809.859375 Penalty: 2664.289551
	Iteration 13Q: 3 clusters Score -219809.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -219832.406250 Penalty: 2664.289551
	Iteration 14Q: 3 clusters Score -219832.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -219849.921875 Penalty: 2664.289551
	Iteration 15Q: 3 clusters Score -219849.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -219869.703125 Penalty: 2664.289551
	Iteration 16Q: 3 clusters Score -219869.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -219895.578125 Penalty: 2664.289551
	Iteration 17Q: 3 clusters Score -219895.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -219921.421875 Penalty: 2664.289551
	Iteration 18Q: 3 clusters Score -219921.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -219939.312500 Penalty: 2664.289551
	Iteration 19Q: 3 clusters Score -219939.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -219956.140625 Penalty: 2664.289551
	Iteration 20F: 3 clusters Score -219956.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -219970.500000 Penalty: 2664.289551
	Iteration 21Q: 3 clusters Score -219970.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -219985.546875 Penalty: 2664.289551
	Iteration 22Q: 3 clusters Score -219985.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -219998.812500 Penalty: 2664.289551
	Iteration 23Q: 3 clusters Score -219998.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -220011.703125 Penalty: 2664.289551
	Iteration 24Q: 3 clusters Score -220011.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -220029.093750 Penalty: 2664.289551
	Iteration 25Q: 3 clusters Score -220029.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -220045.453125 Penalty: 2664.289551
	Iteration 26Q: 3 clusters Score -220045.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -220066.328125 Penalty: 2664.289551
	Iteration 27Q: 3 clusters Score -220066.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -220099.109375 Penalty: 2664.289551
	Iteration 28Q: 3 clusters Score -220099.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -220122.703125 Penalty: 2664.289551
	Iteration 29Q: 3 clusters Score -220122.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -220146.593750 Penalty: 2664.289551
	Iteration 30Q: 3 clusters Score -220146.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -220173.953125 Penalty: 2664.289551
	Iteration 31Q: 3 clusters Score -220174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -220198.312500 Penalty: 2664.289551
	Iteration 32Q: 3 clusters Score -220198.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -220217.609375 Penalty: 2664.289551
	Iteration 33Q: 3 clusters Score -220217.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -220239.062500 Penalty: 2664.289551
	Iteration 34Q: 3 clusters Score -220239.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -220268.000000 Penalty: 2664.289551
	Iteration 35Q: 3 clusters Score -220268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -220293.515625 Penalty: 2664.289551
	Iteration 36Q: 3 clusters Score -220293.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -220313.937500 Penalty: 2664.289551
	Iteration 37Q: 3 clusters Score -220313.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -220335.484375 Penalty: 2664.289551
	Iteration 38Q: 3 clusters Score -220335.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -220374.218750 Penalty: 2664.289551
	Iteration 39Q: 3 clusters Score -220374.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -220414.265625 Penalty: 2664.289551
	Iteration 40F: 3 clusters Score -220414.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220450.750000 Penalty: 2664.289551
	Iteration 41Q: 3 clusters Score -220450.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -220488.015625 Penalty: 2664.289551
	Iteration 42Q: 3 clusters Score -220488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -220517.531250 Penalty: 2664.289551
	Iteration 43Q: 3 clusters Score -220517.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -220540.937500 Penalty: 2664.289551
	Iteration 44Q: 3 clusters Score -220540.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -220577.734375 Penalty: 2664.289551
	Iteration 45Q: 3 clusters Score -220577.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -220606.031250 Penalty: 2664.289551
	Iteration 46Q: 3 clusters Score -220606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -220623.125000 Penalty: 2664.289551
	Iteration 47Q: 3 clusters Score -220623.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -220636.593750 Penalty: 2664.289551
	Iteration 48Q: 3 clusters Score -220636.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -220647.203125 Penalty: 2664.289551
	Iteration 49Q: 3 clusters Score -220647.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -220654.843750 Penalty: 2664.289551
	Iteration 50Q: 3 clusters Score -220654.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -220660.140625 Penalty: 2664.289551
	Iteration 51Q: 3 clusters Score -220660.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -220663.953125 Penalty: 2664.289551
	Iteration 52Q: 3 clusters Score -220664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -220667.890625 Penalty: 2664.289551
	Iteration 53Q: 3 clusters Score -220667.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -220671.718750 Penalty: 2664.289551
	Iteration 54Q: 3 clusters Score -220671.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -220675.453125 Penalty: 2664.289551
	Iteration 55Q: 3 clusters Score -220675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220678.031250 Penalty: 2664.289551
	Iteration 56Q: 3 clusters Score -220678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -220679.390625 Penalty: 2664.289551
	Iteration 57Q: 3 clusters Score -220679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -220680.078125 Penalty: 2664.289551
	Iteration 58Q: 3 clusters Score -220680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -220681.250000 Penalty: 2664.289551
	Iteration 59Q: 3 clusters Score -220681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -220682.531250 Penalty: 2664.289551
	Iteration 60F: 3 clusters Score -220682.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -220684.046875 Penalty: 2664.289551
	Iteration 61Q: 3 clusters Score -220684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -220686.671875 Penalty: 2664.289551
	Iteration 62Q: 3 clusters Score -220686.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -220690.046875 Penalty: 2664.289551
	Iteration 63Q: 3 clusters Score -220690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -220691.500000 Penalty: 2664.289551
	Iteration 64Q: 3 clusters Score -220691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -220692.859375 Penalty: 2664.289551
	Iteration 65Q: 3 clusters Score -220692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -220694.375000 Penalty: 2664.289551
	Iteration 66Q: 3 clusters Score -220694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -220696.328125 Penalty: 2664.289551
	Iteration 67Q: 3 clusters Score -220696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -220698.390625 Penalty: 2664.289551
	Iteration 68Q: 3 clusters Score -220698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -220699.312500 Penalty: 2664.289551
	Iteration 69Q: 3 clusters Score -220699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -220699.921875 Penalty: 2664.289551
	Iteration 70Q: 3 clusters Score -220699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -220699.984375 Penalty: 2664.289551
	Iteration 71Q: 3 clusters Score -220700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -220701.546875 Penalty: 2664.289551
	Iteration 72Q: 3 clusters Score -220701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -220702.812500 Penalty: 2664.289551
	Iteration 73Q: 3 clusters Score -220702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -220703.593750 Penalty: 2664.289551
	Iteration 74Q: 3 clusters Score -220703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -220704.968750 Penalty: 2664.289551
	Iteration 75Q: 3 clusters Score -220705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -220705.468750 Penalty: 2664.289551
	Iteration 76Q: 3 clusters Score -220705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -220705.546875 Penalty: 2664.289551
	Iteration 77Q: 3 clusters Score -220705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -220706.640625 Penalty: 2664.289551
	Iteration 78Q: 3 clusters Score -220706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220707.078125 Penalty: 2664.289551
	Iteration 79Q: 3 clusters Score -220707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -220707.687500 Penalty: 2664.289551
	Iteration 80F: 3 clusters Score -220707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -220708.265625 Penalty: 2664.289551
	Iteration 81Q: 3 clusters Score -220708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -220709.421875 Penalty: 2664.289551
	Iteration 82Q: 3 clusters Score -220709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -220709.421875 Penalty: 2664.289551
	Iteration 83F: 3 clusters Score -220709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Entering Unmasked Estep 
Score: -1825638.500000 Penalty: 1674.515381
	Iteration 0F: 2 clusters Score -1825638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1805578.500000 Penalty: 3349.030762
	Iteration 0F: 3 clusters Score -1805578 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1813218.500000 Penalty: 3349.030762
	Iteration 1F: 3 clusters Score -1813218 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1813896.000000 Penalty: 3349.030762
	Iteration 2F: 3 clusters Score -1813896 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1814883.250000 Penalty: 3349.030762
	Iteration 3F: 3 clusters Score -1814883 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1816401.625000 Penalty: 3349.030762
	Iteration 4F: 3 clusters Score -1816402 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1818442.500000 Penalty: 3349.030762
	Iteration 5F: 3 clusters Score -1818442 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1820517.375000 Penalty: 3349.030762
	Iteration 6F: 3 clusters Score -1820517 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1822042.875000 Penalty: 3349.030762
	Iteration 7F: 3 clusters Score -1822043 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1823003.375000 Penalty: 3349.030762
	Iteration 8Q: 3 clusters Score -1823003 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1823521.250000 Penalty: 3349.030762
	Iteration 9Q: 3 clusters Score -1823521 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1823794.625000 Penalty: 3349.030762
	Iteration 10Q: 3 clusters Score -1823795 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1823986.250000 Penalty: 3349.030762
	Iteration 11Q: 3 clusters Score -1823986 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1824080.625000 Penalty: 3349.030762
	Iteration 12Q: 3 clusters Score -1824081 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1824140.250000 Penalty: 3349.030762
	Iteration 13Q: 3 clusters Score -1824140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1824181.250000 Penalty: 3349.030762
	Iteration 14Q: 3 clusters Score -1824181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1824205.875000 Penalty: 3349.030762
	Iteration 15Q: 3 clusters Score -1824206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1824224.375000 Penalty: 3349.030762
	Iteration 16Q: 3 clusters Score -1824224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1824236.500000 Penalty: 3349.030762
	Iteration 17Q: 3 clusters Score -1824236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1824250.875000 Penalty: 3349.030762
	Iteration 18Q: 3 clusters Score -1824251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1824252.000000 Penalty: 3349.030762
	Iteration 19Q: 3 clusters Score -1824252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1824254.500000 Penalty: 3349.030762
	Iteration 20F: 3 clusters Score -1824254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1824259.625000 Penalty: 3349.030762
	Iteration 21Q: 3 clusters Score -1824260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1824263.375000 Penalty: 3349.030762
	Iteration 22Q: 3 clusters Score -1824263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1824268.875000 Penalty: 3349.030762
	Iteration 23Q: 3 clusters Score -1824269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1824270.750000 Penalty: 3349.030762
	Iteration 24Q: 3 clusters Score -1824271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1824278.125000 Penalty: 3349.030762
	Iteration 25Q: 3 clusters Score -1824278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1824279.000000 Penalty: 3349.030762
	Iteration 26Q: 3 clusters Score -1824279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1824278.250000 Penalty: 3349.030762
	Iteration 27Q: 3 clusters Score -1824278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1824278.250000 Penalty: 3349.030762
	Iteration 28F: 3 clusters Score -1824278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Entering Unmasked Estep 
Score: -5322280.000000 Penalty: 1847.268677
	Iteration 0F: 2 clusters Score -5322280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -5264457.000000 Penalty: 3694.537354
	Iteration 0F: 3 clusters Score -5264457 nChanged 41144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -5288559.500000 Penalty: 3694.537354
	Iteration 1F: 3 clusters Score -5288560 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5289425.000000 Penalty: 3694.537354
	Iteration 2Q: 3 clusters Score -5289425 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -5290561.000000 Penalty: 3694.537354
	Iteration 3Q: 3 clusters Score -5290561 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -5292387.500000 Penalty: 3694.537354
	Iteration 4Q: 3 clusters Score -5292388 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -5295333.000000 Penalty: 3694.537354
	Iteration 5F: 3 clusters Score -5295333 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -5300128.500000 Penalty: 3694.537354
	Iteration 6F: 3 clusters Score -5300128 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5305876.500000 Penalty: 3694.537354
	Iteration 7F: 3 clusters Score -5305876 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -5310894.000000 Penalty: 3694.537354
	Iteration 8F: 3 clusters Score -5310894 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -5314394.500000 Penalty: 3694.537354
	Iteration 9Q: 3 clusters Score -5314394 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75358 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -5316217.500000 Penalty: 3694.537354
	Iteration 10Q: 3 clusters Score -5316218 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -5317149.500000 Penalty: 3694.537354
	Iteration 11Q: 3 clusters Score -5317150 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -5317644.000000 Penalty: 3694.537354
	Iteration 12Q: 3 clusters Score -5317644 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -5318015.000000 Penalty: 3694.537354
	Iteration 13Q: 3 clusters Score -5318015 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -5318316.000000 Penalty: 3694.537354
	Iteration 14Q: 3 clusters Score -5318316 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -5318602.000000 Penalty: 3694.537354
	Iteration 15Q: 3 clusters Score -5318602 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -5318848.500000 Penalty: 3694.537354
	Iteration 16Q: 3 clusters Score -5318848 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -5319025.500000 Penalty: 3694.537354
	Iteration 17Q: 3 clusters Score -5319026 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -5319241.500000 Penalty: 3694.537354
	Iteration 18Q: 3 clusters Score -5319242 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5319429.500000 Penalty: 3694.537354
	Iteration 19Q: 3 clusters Score -5319430 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -5319588.000000 Penalty: 3694.537354
	Iteration 20F: 3 clusters Score -5319588 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5319739.500000 Penalty: 3694.537354
	Iteration 21Q: 3 clusters Score -5319740 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5319846.000000 Penalty: 3694.537354
	Iteration 22Q: 3 clusters Score -5319846 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5319988.500000 Penalty: 3694.537354
	Iteration 23Q: 3 clusters Score -5319988 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5320099.000000 Penalty: 3694.537354
	Iteration 24Q: 3 clusters Score -5320099 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5320210.000000 Penalty: 3694.537354
	Iteration 25Q: 3 clusters Score -5320210 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5320304.500000 Penalty: 3694.537354
	Iteration 26Q: 3 clusters Score -5320304 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5320381.500000 Penalty: 3694.537354
	Iteration 27Q: 3 clusters Score -5320382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5320420.000000 Penalty: 3694.537354
	Iteration 28Q: 3 clusters Score -5320420 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5320465.000000 Penalty: 3694.537354
	Iteration 29Q: 3 clusters Score -5320465 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5320490.500000 Penalty: 3694.537354
	Iteration 30Q: 3 clusters Score -5320490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5320514.000000 Penalty: 3694.537354
	Iteration 31Q: 3 clusters Score -5320514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5320542.500000 Penalty: 3694.537354
	Iteration 32Q: 3 clusters Score -5320542 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5320570.000000 Penalty: 3694.537354
	Iteration 33Q: 3 clusters Score -5320570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5320589.500000 Penalty: 3694.537354
	Iteration 34Q: 3 clusters Score -5320590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5320609.500000 Penalty: 3694.537354
	Iteration 35Q: 3 clusters Score -5320610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85271 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5320628.000000 Penalty: 3694.537354
	Iteration 36Q: 3 clusters Score -5320628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5320648.500000 Penalty: 3694.537354
	Iteration 37Q: 3 clusters Score -5320648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5320670.000000 Penalty: 3694.537354
	Iteration 38Q: 3 clusters Score -5320670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85429 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5320691.500000 Penalty: 3694.537354
	Iteration 39Q: 3 clusters Score -5320692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85465 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5320705.500000 Penalty: 3694.537354
	Iteration 40F: 3 clusters Score -5320706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5320721.000000 Penalty: 3694.537354
	Iteration 41Q: 3 clusters Score -5320721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5320733.500000 Penalty: 3694.537354
	Iteration 42Q: 3 clusters Score -5320734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5320740.000000 Penalty: 3694.537354
	Iteration 43Q: 3 clusters Score -5320740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5320747.500000 Penalty: 3694.537354
	Iteration 44Q: 3 clusters Score -5320748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5320761.000000 Penalty: 3694.537354
	Iteration 45Q: 3 clusters Score -5320761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5320764.000000 Penalty: 3694.537354
	Iteration 46Q: 3 clusters Score -5320764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5320761.000000 Penalty: 3694.537354
	Iteration 47Q: 3 clusters Score -5320761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5320774.000000 Penalty: 3694.537354
	Iteration 48Q: 3 clusters Score -5320774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5320776.000000 Penalty: 3694.537354
	Iteration 49Q: 3 clusters Score -5320776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5320773.500000 Penalty: 3694.537354
	Iteration 50Q: 3 clusters Score -5320774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5320780.000000 Penalty: 3694.537354
	Iteration 51Q: 3 clusters Score -5320780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5320774.500000 Penalty: 3694.537354
	Iteration 52Q: 3 clusters Score -5320774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5320785.000000 Penalty: 3694.537354
	Iteration 53Q: 3 clusters Score -5320785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5320789.500000 Penalty: 3694.537354
	Iteration 54Q: 3 clusters Score -5320790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5320786.500000 Penalty: 3694.537354
	Iteration 55Q: 3 clusters Score -5320786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5320781.000000 Penalty: 3694.537354
	Iteration 56Q: 3 clusters Score -5320781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5320786.500000 Penalty: 3694.537354
	Iteration 57Q: 3 clusters Score -5320786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5320796.000000 Penalty: 3694.537354
	Iteration 58Q: 3 clusters Score -5320796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85702 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5320795.000000 Penalty: 3694.537354
	Iteration 59Q: 3 clusters Score -5320795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5320795.000000 Penalty: 3694.537354
	Iteration 60F: 3 clusters Score -5320795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5320801.000000 Penalty: 3694.537354
	Iteration 61Q: 3 clusters Score -5320801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5320794.000000 Penalty: 3694.537354
	Iteration 62Q: 3 clusters Score -5320794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5320796.000000 Penalty: 3694.537354
	Iteration 63Q: 3 clusters Score -5320796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5320801.500000 Penalty: 3694.537354
	Iteration 64Q: 3 clusters Score -5320802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5320805.500000 Penalty: 3694.537354
	Iteration 65Q: 3 clusters Score -5320806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5320810.500000 Penalty: 3694.537354
	Iteration 66Q: 3 clusters Score -5320810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5320809.500000 Penalty: 3694.537354
	Iteration 67Q: 3 clusters Score -5320810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85736 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5320811.000000 Penalty: 3694.537354
	Iteration 68Q: 3 clusters Score -5320811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5320808.000000 Penalty: 3694.537354
	Iteration 69Q: 3 clusters Score -5320808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85747 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5320806.000000 Penalty: 3694.537354
	Iteration 70Q: 3 clusters Score -5320806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5320803.000000 Penalty: 3694.537354
	Iteration 71Q: 3 clusters Score -5320803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5320803.000000 Penalty: 3694.537354
	Iteration 72Q: 3 clusters Score -5320803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5320803.000000 Penalty: 3694.537354
	Iteration 73F: 3 clusters Score -5320803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Entering Unmasked Estep 
Score: -405360.687500 Penalty: 1434.081787
	Iteration 0F: 2 clusters Score -405360.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -400256.156250 Penalty: 2868.163574
	Iteration 0F: 3 clusters Score -400256.2 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -401819.968750 Penalty: 2868.163574
	Iteration 1F: 3 clusters Score -401820 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -402053.968750 Penalty: 2868.163574
	Iteration 2F: 3 clusters Score -402054 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -402252.468750 Penalty: 2868.163574
	Iteration 3F: 3 clusters Score -402252.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -402510.281250 Penalty: 2868.163574
	Iteration 4F: 3 clusters Score -402510.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -402799.343750 Penalty: 2868.163574
	Iteration 5F: 3 clusters Score -402799.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -403063.593750 Penalty: 2868.163574
	Iteration 6F: 3 clusters Score -403063.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -403277.093750 Penalty: 2868.163574
	Iteration 7Q: 3 clusters Score -403277.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -403461.531250 Penalty: 2868.163574
	Iteration 8Q: 3 clusters Score -403461.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -403629.531250 Penalty: 2868.163574
	Iteration 9Q: 3 clusters Score -403629.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -403750.218750 Penalty: 2868.163574
	Iteration 10Q: 3 clusters Score -403750.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -403835.406250 Penalty: 2868.163574
	Iteration 11Q: 3 clusters Score -403835.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -403904.000000 Penalty: 2868.163574
	Iteration 12Q: 3 clusters Score -403904 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -403953.125000 Penalty: 2868.163574
	Iteration 13Q: 3 clusters Score -403953.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -403995.968750 Penalty: 2868.163574
	Iteration 14Q: 3 clusters Score -403996 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -404032.093750 Penalty: 2868.163574
	Iteration 15Q: 3 clusters Score -404032.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -404068.531250 Penalty: 2868.163574
	Iteration 16Q: 3 clusters Score -404068.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -404094.812500 Penalty: 2868.163574
	Iteration 17Q: 3 clusters Score -404094.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -404117.218750 Penalty: 2868.163574
	Iteration 18Q: 3 clusters Score -404117.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -404138.968750 Penalty: 2868.163574
	Iteration 19Q: 3 clusters Score -404139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -404158.937500 Penalty: 2868.163574
	Iteration 20F: 3 clusters Score -404158.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -404177.375000 Penalty: 2868.163574
	Iteration 21Q: 3 clusters Score -404177.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -404191.500000 Penalty: 2868.163574
	Iteration 22Q: 3 clusters Score -404191.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -404208.812500 Penalty: 2868.163574
	Iteration 23Q: 3 clusters Score -404208.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -404223.593750 Penalty: 2868.163574
	Iteration 24Q: 3 clusters Score -404223.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -404238.125000 Penalty: 2868.163574
	Iteration 25Q: 3 clusters Score -404238.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -404247.562500 Penalty: 2868.163574
	Iteration 26Q: 3 clusters Score -404247.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -404252.000000 Penalty: 2868.163574
	Iteration 27Q: 3 clusters Score -404252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -404258.625000 Penalty: 2868.163574
	Iteration 28Q: 3 clusters Score -404258.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -404262.375000 Penalty: 2868.163574
	Iteration 29Q: 3 clusters Score -404262.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -404265.468750 Penalty: 2868.163574
	Iteration 30Q: 3 clusters Score -404265.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -404268.281250 Penalty: 2868.163574
	Iteration 31Q: 3 clusters Score -404268.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -404270.156250 Penalty: 2868.163574
	Iteration 32Q: 3 clusters Score -404270.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -404272.781250 Penalty: 2868.163574
	Iteration 33Q: 3 clusters Score -404272.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -404273.375000 Penalty: 2868.163574
	Iteration 34Q: 3 clusters Score -404273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -404273.375000 Penalty: 2868.163574
	Iteration 35Q: 3 clusters Score -404273.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -404273.843750 Penalty: 2868.163574
	Iteration 36Q: 3 clusters Score -404273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -404275.125000 Penalty: 2868.163574
	Iteration 37Q: 3 clusters Score -404275.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -404275.593750 Penalty: 2868.163574
	Iteration 38Q: 3 clusters Score -404275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -404276.093750 Penalty: 2868.163574
	Iteration 39Q: 3 clusters Score -404276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -404276.031250 Penalty: 2868.163574
	Iteration 40F: 3 clusters Score -404276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -404276.218750 Penalty: 2868.163574
	Iteration 41Q: 3 clusters Score -404276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -404276.937500 Penalty: 2868.163574
	Iteration 42Q: 3 clusters Score -404276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -404276.937500 Penalty: 2868.163574
	Iteration 43Q: 3 clusters Score -404276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -404277.875000 Penalty: 2868.163574
	Iteration 44Q: 3 clusters Score -404277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -404277.031250 Penalty: 2868.163574
	Iteration 45Q: 3 clusters Score -404277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -404278.000000 Penalty: 2868.163574
	Iteration 46Q: 3 clusters Score -404278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -404278.000000 Penalty: 2868.163574
	Iteration 47F: 3 clusters Score -404278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -361028.156250 Penalty: 1414.454590
	Iteration 0F: 2 clusters Score -361028.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -356366.187500 Penalty: 2828.909180
	Iteration 0F: 3 clusters Score -356366.2 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -357766.687500 Penalty: 2828.909180
	Iteration 1F: 3 clusters Score -357766.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -358017.000000 Penalty: 2828.909180
	Iteration 2F: 3 clusters Score -358017 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -358252.687500 Penalty: 2828.909180
	Iteration 3F: 3 clusters Score -358252.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -358428.875000 Penalty: 2828.909180
	Iteration 4Q: 3 clusters Score -358428.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -358596.687500 Penalty: 2828.909180
	Iteration 5Q: 3 clusters Score -358596.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -358748.250000 Penalty: 2828.909180
	Iteration 6Q: 3 clusters Score -358748.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -358932.187500 Penalty: 2828.909180
	Iteration 7Q: 3 clusters Score -358932.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -359185.125000 Penalty: 2828.909180
	Iteration 8F: 3 clusters Score -359185.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -359467.531250 Penalty: 2828.909180
	Iteration 9F: 3 clusters Score -359467.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -359753.906250 Penalty: 2828.909180
	Iteration 10F: 3 clusters Score -359753.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -359970.062500 Penalty: 2828.909180
	Iteration 11Q: 3 clusters Score -359970.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -360147.875000 Penalty: 2828.909180
	Iteration 12Q: 3 clusters Score -360147.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -360305.531250 Penalty: 2828.909180
	Iteration 13Q: 3 clusters Score -360305.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -360448.187500 Penalty: 2828.909180
	Iteration 14Q: 3 clusters Score -360448.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -360521.875000 Penalty: 2828.909180
	Iteration 15Q: 3 clusters Score -360521.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -360559.125000 Penalty: 2828.909180
	Iteration 16Q: 3 clusters Score -360559.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -360582.812500 Penalty: 2828.909180
	Iteration 17Q: 3 clusters Score -360582.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -360593.812500 Penalty: 2828.909180
	Iteration 18Q: 3 clusters Score -360593.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -360600.062500 Penalty: 2828.909180
	Iteration 19Q: 3 clusters Score -360600.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -360601.750000 Penalty: 2828.909180
	Iteration 20F: 3 clusters Score -360601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -360605.250000 Penalty: 2828.909180
	Iteration 21Q: 3 clusters Score -360605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -360605.781250 Penalty: 2828.909180
	Iteration 22Q: 3 clusters Score -360605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -360605.656250 Penalty: 2828.909180
	Iteration 23Q: 3 clusters Score -360605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -360606.625000 Penalty: 2828.909180
	Iteration 24Q: 3 clusters Score -360606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -360606.625000 Penalty: 2828.909180
	Iteration 25F: 3 clusters Score -360606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Entering Unmasked Estep 
Score: -921062.187500 Penalty: 1559.186035
	Iteration 0F: 2 clusters Score -921062.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -910859.500000 Penalty: 3118.372070
	Iteration 0F: 3 clusters Score -910859.5 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -914380.000000 Penalty: 3118.372070
	Iteration 1F: 3 clusters Score -914380 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -914789.000000 Penalty: 3118.372070
	Iteration 2F: 3 clusters Score -914789 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -915180.125000 Penalty: 3118.372070
	Iteration 3F: 3 clusters Score -915180.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -915559.937500 Penalty: 3118.372070
	Iteration 4F: 3 clusters Score -915559.9 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -915909.125000 Penalty: 3118.372070
	Iteration 5F: 3 clusters Score -915909.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -916226.625000 Penalty: 3118.372070
	Iteration 6Q: 3 clusters Score -916226.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -916535.000000 Penalty: 3118.372070
	Iteration 7Q: 3 clusters Score -916535 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -916868.562500 Penalty: 3118.372070
	Iteration 8Q: 3 clusters Score -916868.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -917177.437500 Penalty: 3118.372070
	Iteration 9Q: 3 clusters Score -917177.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -917506.937500 Penalty: 3118.372070
	Iteration 10Q: 3 clusters Score -917506.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -917796.250000 Penalty: 3118.372070
	Iteration 11Q: 3 clusters Score -917796.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -918059.500000 Penalty: 3118.372070
	Iteration 12Q: 3 clusters Score -918059.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -918248.187500 Penalty: 3118.372070
	Iteration 13Q: 3 clusters Score -918248.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -918373.687500 Penalty: 3118.372070
	Iteration 14Q: 3 clusters Score -918373.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -918447.062500 Penalty: 3118.372070
	Iteration 15Q: 3 clusters Score -918447.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -918511.125000 Penalty: 3118.372070
	Iteration 16Q: 3 clusters Score -918511.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -918577.125000 Penalty: 3118.372070
	Iteration 17Q: 3 clusters Score -918577.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -918630.812500 Penalty: 3118.372070
	Iteration 18Q: 3 clusters Score -918630.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -918672.125000 Penalty: 3118.372070
	Iteration 19Q: 3 clusters Score -918672.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -918709.187500 Penalty: 3118.372070
	Iteration 20F: 3 clusters Score -918709.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -918742.812500 Penalty: 3118.372070
	Iteration 21Q: 3 clusters Score -918742.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -918783.250000 Penalty: 3118.372070
	Iteration 22Q: 3 clusters Score -918783.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -918825.437500 Penalty: 3118.372070
	Iteration 23Q: 3 clusters Score -918825.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -918873.937500 Penalty: 3118.372070
	Iteration 24Q: 3 clusters Score -918873.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -918918.625000 Penalty: 3118.372070
	Iteration 25Q: 3 clusters Score -918918.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -918949.312500 Penalty: 3118.372070
	Iteration 26Q: 3 clusters Score -918949.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -918974.812500 Penalty: 3118.372070
	Iteration 27Q: 3 clusters Score -918974.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -919002.812500 Penalty: 3118.372070
	Iteration 28Q: 3 clusters Score -919002.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -919035.375000 Penalty: 3118.372070
	Iteration 29Q: 3 clusters Score -919035.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -919071.437500 Penalty: 3118.372070
	Iteration 30Q: 3 clusters Score -919071.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -919109.875000 Penalty: 3118.372070
	Iteration 31Q: 3 clusters Score -919109.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -919157.250000 Penalty: 3118.372070
	Iteration 32Q: 3 clusters Score -919157.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -919203.437500 Penalty: 3118.372070
	Iteration 33Q: 3 clusters Score -919203.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -919250.250000 Penalty: 3118.372070
	Iteration 34Q: 3 clusters Score -919250.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -919293.125000 Penalty: 3118.372070
	Iteration 35Q: 3 clusters Score -919293.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -919333.750000 Penalty: 3118.372070
	Iteration 36Q: 3 clusters Score -919333.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -919369.875000 Penalty: 3118.372070
	Iteration 37Q: 3 clusters Score -919369.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -919404.312500 Penalty: 3118.372070
	Iteration 38Q: 3 clusters Score -919404.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -919450.625000 Penalty: 3118.372070
	Iteration 39Q: 3 clusters Score -919450.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -919495.562500 Penalty: 3118.372070
	Iteration 40F: 3 clusters Score -919495.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -919558.375000 Penalty: 3118.372070
	Iteration 41Q: 3 clusters Score -919558.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -919613.625000 Penalty: 3118.372070
	Iteration 42Q: 3 clusters Score -919613.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -919659.312500 Penalty: 3118.372070
	Iteration 43Q: 3 clusters Score -919659.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -919710.937500 Penalty: 3118.372070
	Iteration 44Q: 3 clusters Score -919710.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -919769.125000 Penalty: 3118.372070
	Iteration 45Q: 3 clusters Score -919769.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -919822.750000 Penalty: 3118.372070
	Iteration 46Q: 3 clusters Score -919822.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -919876.625000 Penalty: 3118.372070
	Iteration 47Q: 3 clusters Score -919876.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -919927.500000 Penalty: 3118.372070
	Iteration 48Q: 3 clusters Score -919927.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -919983.875000 Penalty: 3118.372070
	Iteration 49Q: 3 clusters Score -919983.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -920027.375000 Penalty: 3118.372070
	Iteration 50Q: 3 clusters Score -920027.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -920063.687500 Penalty: 3118.372070
	Iteration 51Q: 3 clusters Score -920063.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -920089.875000 Penalty: 3118.372070
	Iteration 52Q: 3 clusters Score -920089.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -920111.187500 Penalty: 3118.372070
	Iteration 53Q: 3 clusters Score -920111.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -920130.750000 Penalty: 3118.372070
	Iteration 54Q: 3 clusters Score -920130.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -920154.187500 Penalty: 3118.372070
	Iteration 55Q: 3 clusters Score -920154.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -920167.000000 Penalty: 3118.372070
	Iteration 56Q: 3 clusters Score -920167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -920176.687500 Penalty: 3118.372070
	Iteration 57Q: 3 clusters Score -920176.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -920190.750000 Penalty: 3118.372070
	Iteration 58Q: 3 clusters Score -920190.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -920198.312500 Penalty: 3118.372070
	Iteration 59Q: 3 clusters Score -920198.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -920206.875000 Penalty: 3118.372070
	Iteration 60F: 3 clusters Score -920206.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -920211.562500 Penalty: 3118.372070
	Iteration 61Q: 3 clusters Score -920211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -920218.562500 Penalty: 3118.372070
	Iteration 62Q: 3 clusters Score -920218.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -920221.437500 Penalty: 3118.372070
	Iteration 63Q: 3 clusters Score -920221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -920222.750000 Penalty: 3118.372070
	Iteration 64Q: 3 clusters Score -920222.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -920225.500000 Penalty: 3118.372070
	Iteration 65Q: 3 clusters Score -920225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -920230.125000 Penalty: 3118.372070
	Iteration 66Q: 3 clusters Score -920230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -920234.687500 Penalty: 3118.372070
	Iteration 67Q: 3 clusters Score -920234.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -920234.375000 Penalty: 3118.372070
	Iteration 68Q: 3 clusters Score -920234.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -920235.437500 Penalty: 3118.372070
	Iteration 69Q: 3 clusters Score -920235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -920242.187500 Penalty: 3118.372070
	Iteration 70Q: 3 clusters Score -920242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -920243.750000 Penalty: 3118.372070
	Iteration 71Q: 3 clusters Score -920243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -920244.937500 Penalty: 3118.372070
	Iteration 72Q: 3 clusters Score -920244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -920246.687500 Penalty: 3118.372070
	Iteration 73Q: 3 clusters Score -920246.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -920247.875000 Penalty: 3118.372070
	Iteration 74Q: 3 clusters Score -920247.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -920249.375000 Penalty: 3118.372070
	Iteration 75Q: 3 clusters Score -920249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -920251.750000 Penalty: 3118.372070
	Iteration 76Q: 3 clusters Score -920251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -920255.187500 Penalty: 3118.372070
	Iteration 77Q: 3 clusters Score -920255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -920258.750000 Penalty: 3118.372070
	Iteration 78Q: 3 clusters Score -920258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -920260.625000 Penalty: 3118.372070
	Iteration 79Q: 3 clusters Score -920260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -920262.500000 Penalty: 3118.372070
	Iteration 80F: 3 clusters Score -920262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -920264.062500 Penalty: 3118.372070
	Iteration 81Q: 3 clusters Score -920264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -920265.250000 Penalty: 3118.372070
	Iteration 82Q: 3 clusters Score -920265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -920265.812500 Penalty: 3118.372070
	Iteration 83Q: 3 clusters Score -920265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -920267.750000 Penalty: 3118.372070
	Iteration 84Q: 3 clusters Score -920267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -920267.500000 Penalty: 3118.372070
	Iteration 85Q: 3 clusters Score -920267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -920267.500000 Penalty: 3118.372070
	Iteration 86F: 3 clusters Score -920267.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Entering Unmasked Estep 
Score: -1717269.500000 Penalty: 1663.219727
	Iteration 0F: 2 clusters Score -1717270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1698515.875000 Penalty: 3326.439453
	Iteration 0F: 3 clusters Score -1698516 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1705646.125000 Penalty: 3326.439453
	Iteration 1F: 3 clusters Score -1705646 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1706049.750000 Penalty: 3326.439453
	Iteration 2Q: 3 clusters Score -1706050 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1706525.250000 Penalty: 3326.439453
	Iteration 3Q: 3 clusters Score -1706525 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1707087.125000 Penalty: 3326.439453
	Iteration 4Q: 3 clusters Score -1707087 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1707764.500000 Penalty: 3326.439453
	Iteration 5Q: 3 clusters Score -1707764 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1708639.500000 Penalty: 3326.439453
	Iteration 6F: 3 clusters Score -1708640 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -1709699.625000 Penalty: 3326.439453
	Iteration 7F: 3 clusters Score -1709700 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -1710744.875000 Penalty: 3326.439453
	Iteration 8F: 3 clusters Score -1710745 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -1711681.750000 Penalty: 3326.439453
	Iteration 9Q: 3 clusters Score -1711682 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -1712542.500000 Penalty: 3326.439453
	Iteration 10Q: 3 clusters Score -1712542 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -1713250.625000 Penalty: 3326.439453
	Iteration 11Q: 3 clusters Score -1713251 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -1713865.375000 Penalty: 3326.439453
	Iteration 12Q: 3 clusters Score -1713865 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -1714379.375000 Penalty: 3326.439453
	Iteration 13Q: 3 clusters Score -1714379 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -1714808.750000 Penalty: 3326.439453
	Iteration 14Q: 3 clusters Score -1714809 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -1715137.000000 Penalty: 3326.439453
	Iteration 15Q: 3 clusters Score -1715137 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -1715345.750000 Penalty: 3326.439453
	Iteration 16Q: 3 clusters Score -1715346 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -1715475.875000 Penalty: 3326.439453
	Iteration 17Q: 3 clusters Score -1715476 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -1715561.625000 Penalty: 3326.439453
	Iteration 18Q: 3 clusters Score -1715562 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -1715640.000000 Penalty: 3326.439453
	Iteration 19Q: 3 clusters Score -1715640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -1715688.750000 Penalty: 3326.439453
	Iteration 20F: 3 clusters Score -1715689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -1715717.500000 Penalty: 3326.439453
	Iteration 21Q: 3 clusters Score -1715718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -1715739.750000 Penalty: 3326.439453
	Iteration 22Q: 3 clusters Score -1715740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -1715755.000000 Penalty: 3326.439453
	Iteration 23Q: 3 clusters Score -1715755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -1715768.750000 Penalty: 3326.439453
	Iteration 24Q: 3 clusters Score -1715769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -1715775.250000 Penalty: 3326.439453
	Iteration 25Q: 3 clusters Score -1715775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -1715779.000000 Penalty: 3326.439453
	Iteration 26Q: 3 clusters Score -1715779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -1715781.125000 Penalty: 3326.439453
	Iteration 27Q: 3 clusters Score -1715781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -1715783.250000 Penalty: 3326.439453
	Iteration 28Q: 3 clusters Score -1715783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -1715785.875000 Penalty: 3326.439453
	Iteration 29Q: 3 clusters Score -1715786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -1715790.500000 Penalty: 3326.439453
	Iteration 30Q: 3 clusters Score -1715790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -1715795.375000 Penalty: 3326.439453
	Iteration 31Q: 3 clusters Score -1715795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -1715801.375000 Penalty: 3326.439453
	Iteration 32Q: 3 clusters Score -1715801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -1715811.000000 Penalty: 3326.439453
	Iteration 33Q: 3 clusters Score -1715811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -1715814.750000 Penalty: 3326.439453
	Iteration 34Q: 3 clusters Score -1715815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -1715823.250000 Penalty: 3326.439453
	Iteration 35Q: 3 clusters Score -1715823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -1715826.125000 Penalty: 3326.439453
	Iteration 36Q: 3 clusters Score -1715826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -1715826.250000 Penalty: 3326.439453
	Iteration 37Q: 3 clusters Score -1715826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -1715828.500000 Penalty: 3326.439453
	Iteration 38Q: 3 clusters Score -1715828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -1715830.875000 Penalty: 3326.439453
	Iteration 39Q: 3 clusters Score -1715831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -1715833.625000 Penalty: 3326.439453
	Iteration 40F: 3 clusters Score -1715834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -1715836.375000 Penalty: 3326.439453
	Iteration 41Q: 3 clusters Score -1715836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -1715835.750000 Penalty: 3326.439453
	Iteration 42Q: 3 clusters Score -1715836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -1715836.125000 Penalty: 3326.439453
	Iteration 43Q: 3 clusters Score -1715836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -1715839.250000 Penalty: 3326.439453
	Iteration 44Q: 3 clusters Score -1715839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -1715841.125000 Penalty: 3326.439453
	Iteration 45Q: 3 clusters Score -1715841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -1715842.125000 Penalty: 3326.439453
	Iteration 46Q: 3 clusters Score -1715842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -1715846.625000 Penalty: 3326.439453
	Iteration 47Q: 3 clusters Score -1715847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -1715849.125000 Penalty: 3326.439453
	Iteration 48Q: 3 clusters Score -1715849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -1715848.750000 Penalty: 3326.439453
	Iteration 49Q: 3 clusters Score -1715849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -1715849.500000 Penalty: 3326.439453
	Iteration 50Q: 3 clusters Score -1715850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -1715849.125000 Penalty: 3326.439453
	Iteration 51Q: 3 clusters Score -1715849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -1715851.500000 Penalty: 3326.439453
	Iteration 52Q: 3 clusters Score -1715852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -1715856.625000 Penalty: 3326.439453
	Iteration 53Q: 3 clusters Score -1715857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -1715856.750000 Penalty: 3326.439453
	Iteration 54Q: 3 clusters Score -1715857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -1715857.125000 Penalty: 3326.439453
	Iteration 55Q: 3 clusters Score -1715857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -1715856.875000 Penalty: 3326.439453
	Iteration 56Q: 3 clusters Score -1715857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -1715857.000000 Penalty: 3326.439453
	Iteration 57Q: 3 clusters Score -1715857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -1715859.000000 Penalty: 3326.439453
	Iteration 58Q: 3 clusters Score -1715859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -1715859.000000 Penalty: 3326.439453
	Iteration 59F: 3 clusters Score -1715859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 59983 members 
Mstep: Class 3 contains 103064 members 
Mstep: Class 4 contains 11740 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 29873 members 
Mstep: Class 17 contains 86492 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 14691 members 
Mstep: Class 22 contains 27867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947574.000000 Penalty: 44484.289062
Iteration 119Q: 22 clusters Score -2.694757e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 59959 members 
Mstep: Class 3 contains 103066 members 
Mstep: Class 4 contains 11741 members 
Mstep: Class 5 contains 2743 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 15806 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 3624 members 
Mstep: Class 16 contains 29873 members 
Mstep: Class 17 contains 86526 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 14690 members 
Mstep: Class 22 contains 27872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947546.000000 Penalty: 44484.289062
Iteration 120F: 22 clusters Score -2.694755e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 59935 members 
Mstep: Class 3 contains 103069 members 
Mstep: Class 4 contains 11740 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 15807 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29903 members 
Mstep: Class 15 contains 3614 members 
Mstep: Class 16 contains 29873 members 
Mstep: Class 17 contains 86557 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 22 contains 27879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947568.000000 Penalty: 44484.289062
Iteration 121Q: 22 clusters Score -2.694757e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 59911 members 
Mstep: Class 3 contains 103070 members 
Mstep: Class 4 contains 11739 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15807 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 16 contains 29872 members 
Mstep: Class 17 contains 86588 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 20 contains 14690 members 
Mstep: Class 22 contains 27883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947568.000000 Penalty: 44484.289062
Iteration 122Q: 22 clusters Score -2.694757e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 59900 members 
Mstep: Class 3 contains 103072 members 
Mstep: Class 4 contains 11738 members 
Mstep: Class 5 contains 2743 members 
Mstep: Class 6 contains 16045 members 
Mstep: Class 7 contains 15806 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29903 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 29871 members 
Mstep: Class 17 contains 86613 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 22 contains 27887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947570.000000 Penalty: 44484.289062
Iteration 123Q: 22 clusters Score -2.694757e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 59898 members 
Mstep: Class 3 contains 103071 members 
Mstep: Class 4 contains 11737 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 15804 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3907 members 
Mstep: Class 12 contains 5328 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29907 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 29871 members 
Mstep: Class 17 contains 86626 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 22 contains 27889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947618.000000 Penalty: 44484.289062
Iteration 124Q: 22 clusters Score -2.694762e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 59881 members 
Mstep: Class 3 contains 103069 members 
Mstep: Class 4 contains 11736 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 15804 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3889 members 
Mstep: Class 12 contains 5329 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 3597 members 
Mstep: Class 16 contains 29871 members 
Mstep: Class 17 contains 86642 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947610.000000 Penalty: 44484.289062
Iteration 125Q: 22 clusters Score -2.694761e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 59871 members 
Mstep: Class 3 contains 103066 members 
Mstep: Class 4 contains 11738 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 15803 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3867 members 
Mstep: Class 12 contains 5329 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 29871 members 
Mstep: Class 17 contains 86661 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 22 contains 27893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947648.000000 Penalty: 44484.289062
Iteration 126Q: 22 clusters Score -2.694765e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 59858 members 
Mstep: Class 3 contains 103066 members 
Mstep: Class 4 contains 11737 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16052 members 
Mstep: Class 7 contains 15800 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3839 members 
Mstep: Class 12 contains 5330 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29917 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 29870 members 
Mstep: Class 17 contains 86690 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6034 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 22 contains 27897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947676.000000 Penalty: 44484.289062
Iteration 127Q: 22 clusters Score -2.694768e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 59843 members 
Mstep: Class 3 contains 103062 members 
Mstep: Class 4 contains 11736 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16052 members 
Mstep: Class 7 contains 15800 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3815 members 
Mstep: Class 12 contains 5331 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29922 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 29870 members 
Mstep: Class 17 contains 86729 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6035 members 
Mstep: Class 20 contains 14684 members 
Mstep: Class 22 contains 27896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947662.000000 Penalty: 44484.289062
Iteration 128Q: 22 clusters Score -2.694766e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 59833 members 
Mstep: Class 3 contains 103062 members 
Mstep: Class 4 contains 11734 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15799 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3799 members 
Mstep: Class 12 contains 5333 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 29870 members 
Mstep: Class 17 contains 86755 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6034 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 22 contains 27902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947654.000000 Penalty: 44484.289062
Iteration 129Q: 22 clusters Score -2.694765e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 59825 members 
Mstep: Class 3 contains 103063 members 
Mstep: Class 4 contains 11733 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 15800 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29918 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29870 members 
Mstep: Class 17 contains 86775 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 22 contains 27903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947642.000000 Penalty: 44484.289062
Iteration 130Q: 22 clusters Score -2.694764e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 59815 members 
Mstep: Class 3 contains 103062 members 
Mstep: Class 4 contains 11733 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 15800 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29917 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29870 members 
Mstep: Class 17 contains 86798 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 22 contains 27903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947634.000000 Penalty: 44484.289062
Iteration 131Q: 22 clusters Score -2.694763e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 59810 members 
Mstep: Class 3 contains 103063 members 
Mstep: Class 4 contains 11733 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 15801 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 5335 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29913 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29869 members 
Mstep: Class 17 contains 86816 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 22 contains 27904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947626.000000 Penalty: 44484.289062
Iteration 132Q: 22 clusters Score -2.694763e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 59804 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11733 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15801 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3765 members 
Mstep: Class 12 contains 5336 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29911 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29869 members 
Mstep: Class 17 contains 86834 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 22 contains 27904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947604.000000 Penalty: 44484.289062
Iteration 133Q: 22 clusters Score -2.69476e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 59802 members 
Mstep: Class 3 contains 103069 members 
Mstep: Class 4 contains 11734 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15800 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3760 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29909 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29869 members 
Mstep: Class 17 contains 86850 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 22 contains 27904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947634.000000 Penalty: 44484.289062
Iteration 134Q: 22 clusters Score -2.694763e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 59801 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11734 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15798 members 
Mstep: Class 8 contains 3464 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29905 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29869 members 
Mstep: Class 17 contains 86868 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 22 contains 27904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947636.000000 Penalty: 44484.289062
Iteration 135Q: 22 clusters Score -2.694764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 59800 members 
Mstep: Class 3 contains 103069 members 
Mstep: Class 4 contains 11735 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16052 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3752 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29903 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29869 members 
Mstep: Class 17 contains 86890 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14691 members 
Mstep: Class 22 contains 27905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947612.000000 Penalty: 44484.289062
Iteration 136Q: 22 clusters Score -2.694761e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 59799 members 
Mstep: Class 3 contains 103071 members 
Mstep: Class 4 contains 11733 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16050 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3745 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29868 members 
Mstep: Class 17 contains 86921 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947648.000000 Penalty: 44484.289062
Iteration 137Q: 22 clusters Score -2.694765e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 59788 members 
Mstep: Class 3 contains 103069 members 
Mstep: Class 4 contains 11732 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 15793 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3739 members 
Mstep: Class 12 contains 5340 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29896 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29868 members 
Mstep: Class 17 contains 86961 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 22 contains 27905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947624.000000 Penalty: 44484.289062
Iteration 138Q: 22 clusters Score -2.694762e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 59779 members 
Mstep: Class 3 contains 103066 members 
Mstep: Class 4 contains 11732 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 15788 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 5341 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29868 members 
Mstep: Class 17 contains 87003 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14691 members 
Mstep: Class 22 contains 27902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947652.000000 Penalty: 44484.289062
Iteration 139Q: 22 clusters Score -2.694765e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 59765 members 
Mstep: Class 3 contains 103064 members 
Mstep: Class 4 contains 11732 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16050 members 
Mstep: Class 7 contains 15784 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3724 members 
Mstep: Class 12 contains 5341 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29894 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29868 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 22 contains 27898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947642.000000 Penalty: 44484.289062
Iteration 140F: 22 clusters Score -2.694764e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 59747 members 
Mstep: Class 3 contains 103061 members 
Mstep: Class 4 contains 11731 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16051 members 
Mstep: Class 7 contains 15781 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29896 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29868 members 
Mstep: Class 17 contains 87090 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 22 contains 27900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947608.000000 Penalty: 44484.289062
Iteration 141Q: 22 clusters Score -2.694761e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 59739 members 
Mstep: Class 3 contains 103059 members 
Mstep: Class 4 contains 11731 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16052 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29898 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29868 members 
Mstep: Class 17 contains 87122 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947636.000000 Penalty: 44484.289062
Iteration 142Q: 22 clusters Score -2.694764e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 59728 members 
Mstep: Class 3 contains 103060 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15774 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 5345 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 29868 members 
Mstep: Class 17 contains 87145 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 22 contains 27900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947628.000000 Penalty: 44484.289062
Iteration 143Q: 22 clusters Score -2.694763e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 59712 members 
Mstep: Class 3 contains 103058 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 29868 members 
Mstep: Class 17 contains 87173 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 22 contains 27900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947628.000000 Penalty: 44484.289062
Iteration 144Q: 22 clusters Score -2.694763e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 59694 members 
Mstep: Class 3 contains 103058 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 29867 members 
Mstep: Class 17 contains 87200 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 22 contains 27899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947630.000000 Penalty: 44484.289062
Iteration 145Q: 22 clusters Score -2.694763e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 59685 members 
Mstep: Class 3 contains 103057 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29898 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 29867 members 
Mstep: Class 17 contains 87218 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14698 members 
Mstep: Class 22 contains 27899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947604.000000 Penalty: 44484.289062
Iteration 146Q: 22 clusters Score -2.69476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 59678 members 
Mstep: Class 3 contains 103055 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29895 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 29867 members 
Mstep: Class 17 contains 87236 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14700 members 
Mstep: Class 22 contains 27899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947598.000000 Penalty: 44484.289062
Iteration 147Q: 22 clusters Score -2.69476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 59667 members 
Mstep: Class 3 contains 103056 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 15771 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 29894 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 29867 members 
Mstep: Class 17 contains 87258 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14698 members 
Mstep: Class 22 contains 27899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947574.000000 Penalty: 44484.289062
Iteration 148Q: 22 clusters Score -2.694757e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 59656 members 
Mstep: Class 3 contains 103058 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 15770 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 29894 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 29867 members 
Mstep: Class 17 contains 87275 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 22 contains 27900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947566.000000 Penalty: 44484.289062
Iteration 149Q: 22 clusters Score -2.694757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 59649 members 
Mstep: Class 3 contains 103058 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 15770 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 29896 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 29867 members 
Mstep: Class 17 contains 87284 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 22 contains 27899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947574.000000 Penalty: 44484.289062
Iteration 150Q: 22 clusters Score -2.694757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 59642 members 
Mstep: Class 3 contains 103058 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 15770 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29896 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 29867 members 
Mstep: Class 17 contains 87300 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 22 contains 27899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947586.000000 Penalty: 44484.289062
Iteration 151Q: 22 clusters Score -2.694759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 59630 members 
Mstep: Class 3 contains 103060 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 15771 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 29894 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87316 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 22 contains 27897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947570.000000 Penalty: 44484.289062
Iteration 152Q: 22 clusters Score -2.694757e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 59625 members 
Mstep: Class 3 contains 103060 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 15772 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29895 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87332 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 22 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947584.000000 Penalty: 44484.289062
Iteration 153Q: 22 clusters Score -2.694758e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 59621 members 
Mstep: Class 3 contains 103060 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15773 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29895 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87342 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 22 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947590.000000 Penalty: 44484.289062
Iteration 154Q: 22 clusters Score -2.694759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 59619 members 
Mstep: Class 3 contains 103060 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15773 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 29896 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87353 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947582.000000 Penalty: 44484.289062
Iteration 155Q: 22 clusters Score -2.694758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 59620 members 
Mstep: Class 3 contains 103060 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15774 members 
Mstep: Class 8 contains 3462 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3678 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29896 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87357 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947558.000000 Penalty: 44484.289062
Iteration 156Q: 22 clusters Score -2.694756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 59621 members 
Mstep: Class 3 contains 103059 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3674 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29897 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87360 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 22 contains 27893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947562.000000 Penalty: 44484.289062
Iteration 157Q: 22 clusters Score -2.694756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 59618 members 
Mstep: Class 3 contains 103059 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 29898 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87366 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 22 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947550.000000 Penalty: 44484.289062
Iteration 158Q: 22 clusters Score -2.694755e+07 nChanged 17
Entering ConstructFrom: 
Score: -26947550.000000 Penalty: 44484.289062
Entering ConstructFrom: 
Trying to split cluster 1 (15160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Entering Unmasked Estep 
Score: -934659.187500 Penalty: 1564.292480
	Iteration 0F: 2 clusters Score -934659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -924201.125000 Penalty: 3128.584961
	Iteration 0F: 3 clusters Score -924201.1 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -927697.562500 Penalty: 3128.584961
	Iteration 1F: 3 clusters Score -927697.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -927910.250000 Penalty: 3128.584961
	Iteration 2Q: 3 clusters Score -927910.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -928088.875000 Penalty: 3128.584961
	Iteration 3Q: 3 clusters Score -928088.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -928236.187500 Penalty: 3128.584961
	Iteration 4Q: 3 clusters Score -928236.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -928370.937500 Penalty: 3128.584961
	Iteration 5Q: 3 clusters Score -928370.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -928486.750000 Penalty: 3128.584961
	Iteration 6Q: 3 clusters Score -928486.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -928605.312500 Penalty: 3128.584961
	Iteration 7Q: 3 clusters Score -928605.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -928732.812500 Penalty: 3128.584961
	Iteration 8Q: 3 clusters Score -928732.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -928869.687500 Penalty: 3128.584961
	Iteration 9Q: 3 clusters Score -928869.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -929032.875000 Penalty: 3128.584961
	Iteration 10Q: 3 clusters Score -929032.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -929231.937500 Penalty: 3128.584961
	Iteration 11Q: 3 clusters Score -929231.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -929469.125000 Penalty: 3128.584961
	Iteration 12Q: 3 clusters Score -929469.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -929761.312500 Penalty: 3128.584961
	Iteration 13Q: 3 clusters Score -929761.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -930095.125000 Penalty: 3128.584961
	Iteration 14Q: 3 clusters Score -930095.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -930445.625000 Penalty: 3128.584961
	Iteration 15Q: 3 clusters Score -930445.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -930749.187500 Penalty: 3128.584961
	Iteration 16Q: 3 clusters Score -930749.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -930957.562500 Penalty: 3128.584961
	Iteration 17Q: 3 clusters Score -930957.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -931119.437500 Penalty: 3128.584961
	Iteration 18Q: 3 clusters Score -931119.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -931223.125000 Penalty: 3128.584961
	Iteration 19Q: 3 clusters Score -931223.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -931295.875000 Penalty: 3128.584961
	Iteration 20F: 3 clusters Score -931295.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -931356.562500 Penalty: 3128.584961
	Iteration 21Q: 3 clusters Score -931356.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -931417.937500 Penalty: 3128.584961
	Iteration 22Q: 3 clusters Score -931417.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -931492.125000 Penalty: 3128.584961
	Iteration 23Q: 3 clusters Score -931492.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -931578.812500 Penalty: 3128.584961
	Iteration 24Q: 3 clusters Score -931578.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -931690.750000 Penalty: 3128.584961
	Iteration 25Q: 3 clusters Score -931690.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -931833.812500 Penalty: 3128.584961
	Iteration 26Q: 3 clusters Score -931833.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -931973.125000 Penalty: 3128.584961
	Iteration 27Q: 3 clusters Score -931973.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -932120.625000 Penalty: 3128.584961
	Iteration 28Q: 3 clusters Score -932120.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -932282.687500 Penalty: 3128.584961
	Iteration 29Q: 3 clusters Score -932282.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -932408.750000 Penalty: 3128.584961
	Iteration 30Q: 3 clusters Score -932408.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -932551.812500 Penalty: 3128.584961
	Iteration 31Q: 3 clusters Score -932551.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -932674.375000 Penalty: 3128.584961
	Iteration 32Q: 3 clusters Score -932674.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -932776.562500 Penalty: 3128.584961
	Iteration 33Q: 3 clusters Score -932776.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -932867.625000 Penalty: 3128.584961
	Iteration 34Q: 3 clusters Score -932867.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -932959.000000 Penalty: 3128.584961
	Iteration 35Q: 3 clusters Score -932959 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -933025.437500 Penalty: 3128.584961
	Iteration 36Q: 3 clusters Score -933025.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -933081.062500 Penalty: 3128.584961
	Iteration 37Q: 3 clusters Score -933081.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -933114.562500 Penalty: 3128.584961
	Iteration 38Q: 3 clusters Score -933114.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -933139.625000 Penalty: 3128.584961
	Iteration 39Q: 3 clusters Score -933139.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -933157.312500 Penalty: 3128.584961
	Iteration 40F: 3 clusters Score -933157.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -933172.875000 Penalty: 3128.584961
	Iteration 41Q: 3 clusters Score -933172.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -933187.812500 Penalty: 3128.584961
	Iteration 42Q: 3 clusters Score -933187.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -933200.750000 Penalty: 3128.584961
	Iteration 43Q: 3 clusters Score -933200.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -933207.500000 Penalty: 3128.584961
	Iteration 44Q: 3 clusters Score -933207.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -933218.000000 Penalty: 3128.584961
	Iteration 45Q: 3 clusters Score -933218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -933223.875000 Penalty: 3128.584961
	Iteration 46Q: 3 clusters Score -933223.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -933227.562500 Penalty: 3128.584961
	Iteration 47Q: 3 clusters Score -933227.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -933228.437500 Penalty: 3128.584961
	Iteration 48Q: 3 clusters Score -933228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -933232.062500 Penalty: 3128.584961
	Iteration 49Q: 3 clusters Score -933232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -933234.312500 Penalty: 3128.584961
	Iteration 50Q: 3 clusters Score -933234.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -933237.562500 Penalty: 3128.584961
	Iteration 51Q: 3 clusters Score -933237.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -933239.750000 Penalty: 3128.584961
	Iteration 52Q: 3 clusters Score -933239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -933241.250000 Penalty: 3128.584961
	Iteration 53Q: 3 clusters Score -933241.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -933243.125000 Penalty: 3128.584961
	Iteration 54Q: 3 clusters Score -933243.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -933246.875000 Penalty: 3128.584961
	Iteration 55Q: 3 clusters Score -933246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -933245.687500 Penalty: 3128.584961
	Iteration 56Q: 3 clusters Score -933245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -933248.500000 Penalty: 3128.584961
	Iteration 57Q: 3 clusters Score -933248.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -933246.875000 Penalty: 3128.584961
	Iteration 58Q: 3 clusters Score -933246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -933246.875000 Penalty: 3128.584961
	Iteration 59F: 3 clusters Score -933246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Entering Unmasked Estep 
Score: -3692916.500000 Penalty: 1786.789795
	Iteration 0F: 2 clusters Score -3692916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3653023.000000 Penalty: 3573.579590
	Iteration 0F: 3 clusters Score -3653023 nChanged 28265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3669513.750000 Penalty: 3573.579590
	Iteration 1F: 3 clusters Score -3669514 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3670149.500000 Penalty: 3573.579590
	Iteration 2Q: 3 clusters Score -3670150 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3670889.750000 Penalty: 3573.579590
	Iteration 3Q: 3 clusters Score -3670890 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3671712.500000 Penalty: 3573.579590
	Iteration 4Q: 3 clusters Score -3671712 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3672727.250000 Penalty: 3573.579590
	Iteration 5Q: 3 clusters Score -3672727 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3674095.000000 Penalty: 3573.579590
	Iteration 6Q: 3 clusters Score -3674095 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3675907.000000 Penalty: 3573.579590
	Iteration 7F: 3 clusters Score -3675907 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3678412.250000 Penalty: 3573.579590
	Iteration 8F: 3 clusters Score -3678412 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3681298.500000 Penalty: 3573.579590
	Iteration 9F: 3 clusters Score -3681298 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3683891.250000 Penalty: 3573.579590
	Iteration 10F: 3 clusters Score -3683891 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3685609.500000 Penalty: 3573.579590
	Iteration 11Q: 3 clusters Score -3685610 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3686540.000000 Penalty: 3573.579590
	Iteration 12Q: 3 clusters Score -3686540 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3687157.250000 Penalty: 3573.579590
	Iteration 13Q: 3 clusters Score -3687157 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3687647.250000 Penalty: 3573.579590
	Iteration 14Q: 3 clusters Score -3687647 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3688081.250000 Penalty: 3573.579590
	Iteration 15Q: 3 clusters Score -3688081 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3688455.250000 Penalty: 3573.579590
	Iteration 16Q: 3 clusters Score -3688455 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3688825.000000 Penalty: 3573.579590
	Iteration 17Q: 3 clusters Score -3688825 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3689142.000000 Penalty: 3573.579590
	Iteration 18Q: 3 clusters Score -3689142 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -3689448.500000 Penalty: 3573.579590
	Iteration 19Q: 3 clusters Score -3689448 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3689707.250000 Penalty: 3573.579590
	Iteration 20F: 3 clusters Score -3689707 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3689982.000000 Penalty: 3573.579590
	Iteration 21Q: 3 clusters Score -3689982 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3690203.000000 Penalty: 3573.579590
	Iteration 22Q: 3 clusters Score -3690203 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3690392.000000 Penalty: 3573.579590
	Iteration 23Q: 3 clusters Score -3690392 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3690542.500000 Penalty: 3573.579590
	Iteration 24Q: 3 clusters Score -3690542 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3690661.250000 Penalty: 3573.579590
	Iteration 25Q: 3 clusters Score -3690661 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3690774.500000 Penalty: 3573.579590
	Iteration 26Q: 3 clusters Score -3690774 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3690878.000000 Penalty: 3573.579590
	Iteration 27Q: 3 clusters Score -3690878 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3690969.500000 Penalty: 3573.579590
	Iteration 28Q: 3 clusters Score -3690970 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3691030.750000 Penalty: 3573.579590
	Iteration 29Q: 3 clusters Score -3691031 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3691109.000000 Penalty: 3573.579590
	Iteration 30Q: 3 clusters Score -3691109 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3691169.500000 Penalty: 3573.579590
	Iteration 31Q: 3 clusters Score -3691170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3691203.250000 Penalty: 3573.579590
	Iteration 32Q: 3 clusters Score -3691203 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3691244.000000 Penalty: 3573.579590
	Iteration 33Q: 3 clusters Score -3691244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3691271.750000 Penalty: 3573.579590
	Iteration 34Q: 3 clusters Score -3691272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3691301.250000 Penalty: 3573.579590
	Iteration 35Q: 3 clusters Score -3691301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3691329.000000 Penalty: 3573.579590
	Iteration 36Q: 3 clusters Score -3691329 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3691348.000000 Penalty: 3573.579590
	Iteration 37Q: 3 clusters Score -3691348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3691363.250000 Penalty: 3573.579590
	Iteration 38Q: 3 clusters Score -3691363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3691377.750000 Penalty: 3573.579590
	Iteration 39Q: 3 clusters Score -3691378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3691393.250000 Penalty: 3573.579590
	Iteration 40F: 3 clusters Score -3691393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3691402.750000 Penalty: 3573.579590
	Iteration 41Q: 3 clusters Score -3691403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3691419.000000 Penalty: 3573.579590
	Iteration 42Q: 3 clusters Score -3691419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3691442.500000 Penalty: 3573.579590
	Iteration 43Q: 3 clusters Score -3691442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3691445.000000 Penalty: 3573.579590
	Iteration 44Q: 3 clusters Score -3691445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3691465.250000 Penalty: 3573.579590
	Iteration 45Q: 3 clusters Score -3691465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3691482.500000 Penalty: 3573.579590
	Iteration 46Q: 3 clusters Score -3691482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3691498.000000 Penalty: 3573.579590
	Iteration 47Q: 3 clusters Score -3691498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3691494.500000 Penalty: 3573.579590
	Iteration 48Q: 3 clusters Score -3691494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3691499.250000 Penalty: 3573.579590
	Iteration 49Q: 3 clusters Score -3691499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3691503.250000 Penalty: 3573.579590
	Iteration 50Q: 3 clusters Score -3691503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3691500.500000 Penalty: 3573.579590
	Iteration 51Q: 3 clusters Score -3691500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3691501.500000 Penalty: 3573.579590
	Iteration 52Q: 3 clusters Score -3691502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3691504.500000 Penalty: 3573.579590
	Iteration 53Q: 3 clusters Score -3691504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3691502.750000 Penalty: 3573.579590
	Iteration 54Q: 3 clusters Score -3691503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3691501.000000 Penalty: 3573.579590
	Iteration 55Q: 3 clusters Score -3691501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3691509.000000 Penalty: 3573.579590
	Iteration 56Q: 3 clusters Score -3691509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3691511.500000 Penalty: 3573.579590
	Iteration 57Q: 3 clusters Score -3691512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3691512.000000 Penalty: 3573.579590
	Iteration 58Q: 3 clusters Score -3691512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3691508.500000 Penalty: 3573.579590
	Iteration 59Q: 3 clusters Score -3691508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3691508.500000 Penalty: 3573.579590
	Iteration 60F: 3 clusters Score -3691508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103060 members 
Entering Unmasked Estep 
Score: -6358613.000000 Penalty: 1875.748413
	Iteration 0F: 2 clusters Score -6358613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -6289757.000000 Penalty: 3751.496826
	Iteration 0F: 3 clusters Score -6289757 nChanged 49344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -6318433.500000 Penalty: 3751.496826
	Iteration 1F: 3 clusters Score -6318434 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -6319361.000000 Penalty: 3751.496826
	Iteration 2Q: 3 clusters Score -6319361 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -6320383.500000 Penalty: 3751.496826
	Iteration 3Q: 3 clusters Score -6320384 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -6321597.500000 Penalty: 3751.496826
	Iteration 4Q: 3 clusters Score -6321598 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6323091.000000 Penalty: 3751.496826
	Iteration 5Q: 3 clusters Score -6323091 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -6324547.500000 Penalty: 3751.496826
	Iteration 6Q: 3 clusters Score -6324548 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -6325878.500000 Penalty: 3751.496826
	Iteration 7Q: 3 clusters Score -6325878 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -6326996.500000 Penalty: 3751.496826
	Iteration 8Q: 3 clusters Score -6326996 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -6327989.000000 Penalty: 3751.496826
	Iteration 9Q: 3 clusters Score -6327989 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -6328695.000000 Penalty: 3751.496826
	Iteration 10Q: 3 clusters Score -6328695 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -6329329.500000 Penalty: 3751.496826
	Iteration 11Q: 3 clusters Score -6329330 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -6329736.000000 Penalty: 3751.496826
	Iteration 12Q: 3 clusters Score -6329736 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -6330131.500000 Penalty: 3751.496826
	Iteration 13Q: 3 clusters Score -6330132 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -6330491.500000 Penalty: 3751.496826
	Iteration 14Q: 3 clusters Score -6330492 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -6330842.000000 Penalty: 3751.496826
	Iteration 15Q: 3 clusters Score -6330842 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -6331223.500000 Penalty: 3751.496826
	Iteration 16Q: 3 clusters Score -6331224 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -6331666.500000 Penalty: 3751.496826
	Iteration 17Q: 3 clusters Score -6331666 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -6332323.000000 Penalty: 3751.496826
	Iteration 18Q: 3 clusters Score -6332323 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 66411 members 
Entering Unmasked Estep 
Score: -6333260.500000 Penalty: 3751.496826
	Iteration 19Q: 3 clusters Score -6333260 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -6334843.000000 Penalty: 3751.496826
	Iteration 20F: 3 clusters Score -6334843 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -6337101.000000 Penalty: 3751.496826
	Iteration 21Q: 3 clusters Score -6337101 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -6340351.500000 Penalty: 3751.496826
	Iteration 22F: 3 clusters Score -6340352 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -6344448.500000 Penalty: 3751.496826
	Iteration 23F: 3 clusters Score -6344448 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 91615 members 
Entering Unmasked Estep 
Score: -6348589.500000 Penalty: 3751.496826
	Iteration 24F: 3 clusters Score -6348590 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -6351978.000000 Penalty: 3751.496826
	Iteration 25Q: 3 clusters Score -6351978 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -6354285.000000 Penalty: 3751.496826
	Iteration 26Q: 3 clusters Score -6354285 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 100696 members 
Entering Unmasked Estep 
Score: -6355665.500000 Penalty: 3751.496826
	Iteration 27Q: 3 clusters Score -6355666 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -6356352.500000 Penalty: 3751.496826
	Iteration 28Q: 3 clusters Score -6356352 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 102144 members 
Entering Unmasked Estep 
Score: -6356720.000000 Penalty: 3751.496826
	Iteration 29Q: 3 clusters Score -6356720 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 102386 members 
Entering Unmasked Estep 
Score: -6356868.000000 Penalty: 3751.496826
	Iteration 30Q: 3 clusters Score -6356868 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 102490 members 
Entering Unmasked Estep 
Score: -6356935.500000 Penalty: 3751.496826
	Iteration 31Q: 3 clusters Score -6356936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 102537 members 
Entering Unmasked Estep 
Score: -6356992.000000 Penalty: 3751.496826
	Iteration 32Q: 3 clusters Score -6356992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 102572 members 
Entering Unmasked Estep 
Score: -6357033.500000 Penalty: 3751.496826
	Iteration 33Q: 3 clusters Score -6357034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -6357050.500000 Penalty: 3751.496826
	Iteration 34Q: 3 clusters Score -6357050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -6357059.500000 Penalty: 3751.496826
	Iteration 35Q: 3 clusters Score -6357060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 102619 members 
Entering Unmasked Estep 
Score: -6357062.500000 Penalty: 3751.496826
	Iteration 36Q: 3 clusters Score -6357062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 102627 members 
Entering Unmasked Estep 
Score: -6357067.000000 Penalty: 3751.496826
	Iteration 37Q: 3 clusters Score -6357067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -6357075.500000 Penalty: 3751.496826
	Iteration 38Q: 3 clusters Score -6357076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -6357078.500000 Penalty: 3751.496826
	Iteration 39Q: 3 clusters Score -6357078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 102653 members 
Entering Unmasked Estep 
Score: -6357084.000000 Penalty: 3751.496826
	Iteration 40F: 3 clusters Score -6357084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -6357095.000000 Penalty: 3751.496826
	Iteration 41Q: 3 clusters Score -6357095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
Score: -6357094.500000 Penalty: 3751.496826
	Iteration 42Q: 3 clusters Score -6357094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 102665 members 
Entering Unmasked Estep 
Score: -6357091.500000 Penalty: 3751.496826
	Iteration 43Q: 3 clusters Score -6357092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 102666 members 
Entering Unmasked Estep 
Score: -6357093.500000 Penalty: 3751.496826
	Iteration 44Q: 3 clusters Score -6357094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 102665 members 
Entering Unmasked Estep 
Score: -6357090.000000 Penalty: 3751.496826
	Iteration 45Q: 3 clusters Score -6357090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
Score: -6357097.500000 Penalty: 3751.496826
	Iteration 46Q: 3 clusters Score -6357098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -6357097.000000 Penalty: 3751.496826
	Iteration 47Q: 3 clusters Score -6357097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -6357096.500000 Penalty: 3751.496826
	Iteration 48Q: 3 clusters Score -6357096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -6357096.500000 Penalty: 3751.496826
	Iteration 49F: 3 clusters Score -6357096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Entering Unmasked Estep 
Score: -699467.687500 Penalty: 1522.581909
	Iteration 0F: 2 clusters Score -699467.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -691207.937500 Penalty: 3045.163818
	Iteration 0F: 3 clusters Score -691207.9 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -693946.750000 Penalty: 3045.163818
	Iteration 1F: 3 clusters Score -693946.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -694218.937500 Penalty: 3045.163818
	Iteration 2F: 3 clusters Score -694218.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -694443.000000 Penalty: 3045.163818
	Iteration 3Q: 3 clusters Score -694443 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -694633.750000 Penalty: 3045.163818
	Iteration 4Q: 3 clusters Score -694633.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -694814.937500 Penalty: 3045.163818
	Iteration 5Q: 3 clusters Score -694814.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -694998.125000 Penalty: 3045.163818
	Iteration 6Q: 3 clusters Score -694998.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -695159.937500 Penalty: 3045.163818
	Iteration 7Q: 3 clusters Score -695159.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -695336.562500 Penalty: 3045.163818
	Iteration 8Q: 3 clusters Score -695336.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -695512.000000 Penalty: 3045.163818
	Iteration 9Q: 3 clusters Score -695512 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -695732.062500 Penalty: 3045.163818
	Iteration 10Q: 3 clusters Score -695732.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -695957.187500 Penalty: 3045.163818
	Iteration 11Q: 3 clusters Score -695957.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -696161.000000 Penalty: 3045.163818
	Iteration 12Q: 3 clusters Score -696161 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -696370.562500 Penalty: 3045.163818
	Iteration 13Q: 3 clusters Score -696370.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -696583.000000 Penalty: 3045.163818
	Iteration 14Q: 3 clusters Score -696583 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -696790.812500 Penalty: 3045.163818
	Iteration 15Q: 3 clusters Score -696790.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -696983.375000 Penalty: 3045.163818
	Iteration 16Q: 3 clusters Score -696983.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -697106.187500 Penalty: 3045.163818
	Iteration 17Q: 3 clusters Score -697106.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -697179.750000 Penalty: 3045.163818
	Iteration 18Q: 3 clusters Score -697179.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -697226.687500 Penalty: 3045.163818
	Iteration 19Q: 3 clusters Score -697226.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -697251.750000 Penalty: 3045.163818
	Iteration 20F: 3 clusters Score -697251.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -697270.875000 Penalty: 3045.163818
	Iteration 21Q: 3 clusters Score -697270.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -697289.375000 Penalty: 3045.163818
	Iteration 22Q: 3 clusters Score -697289.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -697297.937500 Penalty: 3045.163818
	Iteration 23Q: 3 clusters Score -697297.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -697307.312500 Penalty: 3045.163818
	Iteration 24Q: 3 clusters Score -697307.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -697311.937500 Penalty: 3045.163818
	Iteration 25Q: 3 clusters Score -697311.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -697316.125000 Penalty: 3045.163818
	Iteration 26Q: 3 clusters Score -697316.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -697320.875000 Penalty: 3045.163818
	Iteration 27Q: 3 clusters Score -697320.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -697327.250000 Penalty: 3045.163818
	Iteration 28Q: 3 clusters Score -697327.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -697331.187500 Penalty: 3045.163818
	Iteration 29Q: 3 clusters Score -697331.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -697339.812500 Penalty: 3045.163818
	Iteration 30Q: 3 clusters Score -697339.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -697351.187500 Penalty: 3045.163818
	Iteration 31Q: 3 clusters Score -697351.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -697362.812500 Penalty: 3045.163818
	Iteration 32Q: 3 clusters Score -697362.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -697377.750000 Penalty: 3045.163818
	Iteration 33Q: 3 clusters Score -697377.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -697396.937500 Penalty: 3045.163818
	Iteration 34Q: 3 clusters Score -697396.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -697411.875000 Penalty: 3045.163818
	Iteration 35Q: 3 clusters Score -697411.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -697430.062500 Penalty: 3045.163818
	Iteration 36Q: 3 clusters Score -697430.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -697456.312500 Penalty: 3045.163818
	Iteration 37Q: 3 clusters Score -697456.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -697495.125000 Penalty: 3045.163818
	Iteration 38Q: 3 clusters Score -697495.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -697529.750000 Penalty: 3045.163818
	Iteration 39Q: 3 clusters Score -697529.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -697573.312500 Penalty: 3045.163818
	Iteration 40F: 3 clusters Score -697573.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -697606.812500 Penalty: 3045.163818
	Iteration 41Q: 3 clusters Score -697606.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -697634.312500 Penalty: 3045.163818
	Iteration 42Q: 3 clusters Score -697634.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -697656.000000 Penalty: 3045.163818
	Iteration 43Q: 3 clusters Score -697656 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -697668.437500 Penalty: 3045.163818
	Iteration 44Q: 3 clusters Score -697668.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -697689.500000 Penalty: 3045.163818
	Iteration 45Q: 3 clusters Score -697689.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -697702.625000 Penalty: 3045.163818
	Iteration 46Q: 3 clusters Score -697702.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -697712.562500 Penalty: 3045.163818
	Iteration 47Q: 3 clusters Score -697712.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -697719.375000 Penalty: 3045.163818
	Iteration 48Q: 3 clusters Score -697719.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -697723.750000 Penalty: 3045.163818
	Iteration 49Q: 3 clusters Score -697723.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -697730.187500 Penalty: 3045.163818
	Iteration 50Q: 3 clusters Score -697730.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -697738.687500 Penalty: 3045.163818
	Iteration 51Q: 3 clusters Score -697738.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -697742.562500 Penalty: 3045.163818
	Iteration 52Q: 3 clusters Score -697742.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -697750.937500 Penalty: 3045.163818
	Iteration 53Q: 3 clusters Score -697750.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -697752.062500 Penalty: 3045.163818
	Iteration 54Q: 3 clusters Score -697752.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -697754.937500 Penalty: 3045.163818
	Iteration 55Q: 3 clusters Score -697754.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -697755.500000 Penalty: 3045.163818
	Iteration 56Q: 3 clusters Score -697755.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -697757.000000 Penalty: 3045.163818
	Iteration 57Q: 3 clusters Score -697757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -697760.875000 Penalty: 3045.163818
	Iteration 58Q: 3 clusters Score -697760.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -697762.187500 Penalty: 3045.163818
	Iteration 59Q: 3 clusters Score -697762.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -697761.625000 Penalty: 3045.163818
	Iteration 60F: 3 clusters Score -697761.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -697764.437500 Penalty: 3045.163818
	Iteration 61Q: 3 clusters Score -697764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -697765.125000 Penalty: 3045.163818
	Iteration 62Q: 3 clusters Score -697765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -697768.812500 Penalty: 3045.163818
	Iteration 63Q: 3 clusters Score -697768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -697767.500000 Penalty: 3045.163818
	Iteration 64Q: 3 clusters Score -697767.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -697768.750000 Penalty: 3045.163818
	Iteration 65Q: 3 clusters Score -697768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -697769.062500 Penalty: 3045.163818
	Iteration 66Q: 3 clusters Score -697769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -697767.812500 Penalty: 3045.163818
	Iteration 67Q: 3 clusters Score -697767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -697766.937500 Penalty: 3045.163818
	Iteration 68Q: 3 clusters Score -697766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -697766.250000 Penalty: 3045.163818
	Iteration 69Q: 3 clusters Score -697766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -697769.375000 Penalty: 3045.163818
	Iteration 70Q: 3 clusters Score -697769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -697769.437500 Penalty: 3045.163818
	Iteration 71Q: 3 clusters Score -697769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -697770.687500 Penalty: 3045.163818
	Iteration 72Q: 3 clusters Score -697770.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -697773.062500 Penalty: 3045.163818
	Iteration 73Q: 3 clusters Score -697773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -697773.750000 Penalty: 3045.163818
	Iteration 74Q: 3 clusters Score -697773.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -697773.812500 Penalty: 3045.163818
	Iteration 75Q: 3 clusters Score -697773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -697774.812500 Penalty: 3045.163818
	Iteration 76Q: 3 clusters Score -697774.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -697773.812500 Penalty: 3045.163818
	Iteration 77Q: 3 clusters Score -697773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -697775.000000 Penalty: 3045.163818
	Iteration 78Q: 3 clusters Score -697775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -697776.500000 Penalty: 3045.163818
	Iteration 79Q: 3 clusters Score -697776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -697776.375000 Penalty: 3045.163818
	Iteration 80F: 3 clusters Score -697776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -697778.312500 Penalty: 3045.163818
	Iteration 81Q: 3 clusters Score -697778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -697776.937500 Penalty: 3045.163818
	Iteration 82Q: 3 clusters Score -697776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -697778.562500 Penalty: 3045.163818
	Iteration 83Q: 3 clusters Score -697778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -697778.500000 Penalty: 3045.163818
	Iteration 84Q: 3 clusters Score -697778.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -697778.812500 Penalty: 3045.163818
	Iteration 85Q: 3 clusters Score -697778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -697782.062500 Penalty: 3045.163818
	Iteration 86Q: 3 clusters Score -697782.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -697780.687500 Penalty: 3045.163818
	Iteration 87Q: 3 clusters Score -697780.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -697782.062500 Penalty: 3045.163818
	Iteration 88Q: 3 clusters Score -697782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -697782.562500 Penalty: 3045.163818
	Iteration 89Q: 3 clusters Score -697782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -697782.250000 Penalty: 3045.163818
	Iteration 90Q: 3 clusters Score -697782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -697782.250000 Penalty: 3045.163818
	Iteration 91F: 3 clusters Score -697782.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -154500.828125 Penalty: 1286.540405
	Iteration 0F: 2 clusters Score -154500.8 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 1370 members 
Entering Unmasked Estep 
Score: -151921.375000 Penalty: 2573.080811
	Iteration 0F: 3 clusters Score -151921.4 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -152551.812500 Penalty: 2573.080811
	Iteration 1F: 3 clusters Score -152551.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -152735.953125 Penalty: 2573.080811
	Iteration 2F: 3 clusters Score -152736 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -152901.875000 Penalty: 2573.080811
	Iteration 3F: 3 clusters Score -152901.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -153087.984375 Penalty: 2573.080811
	Iteration 4F: 3 clusters Score -153088 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -153300.671875 Penalty: 2573.080811
	Iteration 5F: 3 clusters Score -153300.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -153508.578125 Penalty: 2573.080811
	Iteration 6F: 3 clusters Score -153508.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -153684.890625 Penalty: 2573.080811
	Iteration 7F: 3 clusters Score -153684.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -153832.312500 Penalty: 2573.080811
	Iteration 8Q: 3 clusters Score -153832.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -153961.578125 Penalty: 2573.080811
	Iteration 9Q: 3 clusters Score -153961.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -154116.359375 Penalty: 2573.080811
	Iteration 10Q: 3 clusters Score -154116.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -154248.406250 Penalty: 2573.080811
	Iteration 11Q: 3 clusters Score -154248.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -154325.218750 Penalty: 2573.080811
	Iteration 12Q: 3 clusters Score -154325.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -154385.078125 Penalty: 2573.080811
	Iteration 13Q: 3 clusters Score -154385.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -154403.078125 Penalty: 2573.080811
	Iteration 14Q: 3 clusters Score -154403.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -154409.765625 Penalty: 2573.080811
	Iteration 15Q: 3 clusters Score -154409.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -154414.640625 Penalty: 2573.080811
	Iteration 16Q: 3 clusters Score -154414.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -154417.656250 Penalty: 2573.080811
	Iteration 17Q: 3 clusters Score -154417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -154419.734375 Penalty: 2573.080811
	Iteration 18Q: 3 clusters Score -154419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -154420.031250 Penalty: 2573.080811
	Iteration 19Q: 3 clusters Score -154420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -154420.031250 Penalty: 2573.080811
	Iteration 20F: 3 clusters Score -154420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Entering Unmasked Estep 
Score: -960902.437500 Penalty: 1573.593262
	Iteration 0F: 2 clusters Score -960902.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -949865.500000 Penalty: 3147.186523
	Iteration 0F: 3 clusters Score -949865.5 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -954265.062500 Penalty: 3147.186523
	Iteration 1F: 3 clusters Score -954265.1 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -954836.000000 Penalty: 3147.186523
	Iteration 2F: 3 clusters Score -954836 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -955434.750000 Penalty: 3147.186523
	Iteration 3F: 3 clusters Score -955434.8 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -956202.812500 Penalty: 3147.186523
	Iteration 4F: 3 clusters Score -956202.8 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -957171.312500 Penalty: 3147.186523
	Iteration 5F: 3 clusters Score -957171.3 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -958245.250000 Penalty: 3147.186523
	Iteration 6F: 3 clusters Score -958245.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -959197.500000 Penalty: 3147.186523
	Iteration 7F: 3 clusters Score -959197.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -959915.125000 Penalty: 3147.186523
	Iteration 8Q: 3 clusters Score -959915.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -960278.312500 Penalty: 3147.186523
	Iteration 9Q: 3 clusters Score -960278.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -960507.687500 Penalty: 3147.186523
	Iteration 10Q: 3 clusters Score -960507.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -960672.125000 Penalty: 3147.186523
	Iteration 11Q: 3 clusters Score -960672.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -960769.875000 Penalty: 3147.186523
	Iteration 12Q: 3 clusters Score -960769.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -960824.250000 Penalty: 3147.186523
	Iteration 13Q: 3 clusters Score -960824.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -960876.562500 Penalty: 3147.186523
	Iteration 14Q: 3 clusters Score -960876.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -960915.437500 Penalty: 3147.186523
	Iteration 15Q: 3 clusters Score -960915.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -960957.625000 Penalty: 3147.186523
	Iteration 16Q: 3 clusters Score -960957.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -960993.500000 Penalty: 3147.186523
	Iteration 17Q: 3 clusters Score -960993.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -961034.687500 Penalty: 3147.186523
	Iteration 18Q: 3 clusters Score -961034.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -961063.125000 Penalty: 3147.186523
	Iteration 19Q: 3 clusters Score -961063.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -961094.125000 Penalty: 3147.186523
	Iteration 20F: 3 clusters Score -961094.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -961124.500000 Penalty: 3147.186523
	Iteration 21Q: 3 clusters Score -961124.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -961152.687500 Penalty: 3147.186523
	Iteration 22Q: 3 clusters Score -961152.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -961185.500000 Penalty: 3147.186523
	Iteration 23Q: 3 clusters Score -961185.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -961215.812500 Penalty: 3147.186523
	Iteration 24Q: 3 clusters Score -961215.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -961242.375000 Penalty: 3147.186523
	Iteration 25Q: 3 clusters Score -961242.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -961264.312500 Penalty: 3147.186523
	Iteration 26Q: 3 clusters Score -961264.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -961284.000000 Penalty: 3147.186523
	Iteration 27Q: 3 clusters Score -961284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -961299.312500 Penalty: 3147.186523
	Iteration 28Q: 3 clusters Score -961299.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -961316.125000 Penalty: 3147.186523
	Iteration 29Q: 3 clusters Score -961316.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -961330.500000 Penalty: 3147.186523
	Iteration 30Q: 3 clusters Score -961330.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -961340.125000 Penalty: 3147.186523
	Iteration 31Q: 3 clusters Score -961340.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -961348.312500 Penalty: 3147.186523
	Iteration 32Q: 3 clusters Score -961348.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -961348.375000 Penalty: 3147.186523
	Iteration 33Q: 3 clusters Score -961348.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -961359.312500 Penalty: 3147.186523
	Iteration 34Q: 3 clusters Score -961359.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -961358.687500 Penalty: 3147.186523
	Iteration 35Q: 3 clusters Score -961358.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -961362.375000 Penalty: 3147.186523
	Iteration 36Q: 3 clusters Score -961362.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -961366.500000 Penalty: 3147.186523
	Iteration 37Q: 3 clusters Score -961366.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -961370.937500 Penalty: 3147.186523
	Iteration 38Q: 3 clusters Score -961370.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -961378.875000 Penalty: 3147.186523
	Iteration 39Q: 3 clusters Score -961378.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -961381.375000 Penalty: 3147.186523
	Iteration 40F: 3 clusters Score -961381.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -961384.312500 Penalty: 3147.186523
	Iteration 41Q: 3 clusters Score -961384.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -961385.500000 Penalty: 3147.186523
	Iteration 42Q: 3 clusters Score -961385.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -961387.125000 Penalty: 3147.186523
	Iteration 43Q: 3 clusters Score -961387.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -961392.375000 Penalty: 3147.186523
	Iteration 44Q: 3 clusters Score -961392.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -961394.375000 Penalty: 3147.186523
	Iteration 45Q: 3 clusters Score -961394.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -961396.437500 Penalty: 3147.186523
	Iteration 46Q: 3 clusters Score -961396.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -961396.062500 Penalty: 3147.186523
	Iteration 47Q: 3 clusters Score -961396.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -961396.812500 Penalty: 3147.186523
	Iteration 48Q: 3 clusters Score -961396.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -961398.875000 Penalty: 3147.186523
	Iteration 49Q: 3 clusters Score -961398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -961398.187500 Penalty: 3147.186523
	Iteration 50Q: 3 clusters Score -961398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -961402.062500 Penalty: 3147.186523
	Iteration 51Q: 3 clusters Score -961402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -961401.750000 Penalty: 3147.186523
	Iteration 52Q: 3 clusters Score -961401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -961400.750000 Penalty: 3147.186523
	Iteration 53Q: 3 clusters Score -961400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -961400.687500 Penalty: 3147.186523
	Iteration 54Q: 3 clusters Score -961400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -961402.062500 Penalty: 3147.186523
	Iteration 55Q: 3 clusters Score -961402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -961399.187500 Penalty: 3147.186523
	Iteration 56Q: 3 clusters Score -961399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -961400.187500 Penalty: 3147.186523
	Iteration 57Q: 3 clusters Score -961400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -961400.187500 Penalty: 3147.186523
	Iteration 58F: 3 clusters Score -961400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 59613 members 
Mstep: Class 3 contains 103060 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87377 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 12178 members 
Mstep: Class 22 contains 27894 members 
Entering Unmasked Estep 
Score: -26947530.000000 Penalty: 46602.589844
Splitting cluster 6 changes total score from -26947550.000000 to -26947530.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Entering Unmasked Estep 
Score: -986492.437500 Penalty: 1570.764893
	Iteration 0F: 2 clusters Score -986492.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -975629.750000 Penalty: 3141.529785
	Iteration 0F: 3 clusters Score -975629.8 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -979452.937500 Penalty: 3141.529785
	Iteration 1F: 3 clusters Score -979452.9 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -979764.125000 Penalty: 3141.529785
	Iteration 2F: 3 clusters Score -979764.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -980018.687500 Penalty: 3141.529785
	Iteration 3Q: 3 clusters Score -980018.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -980243.312500 Penalty: 3141.529785
	Iteration 4Q: 3 clusters Score -980243.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -980454.812500 Penalty: 3141.529785
	Iteration 5Q: 3 clusters Score -980454.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -980700.562500 Penalty: 3141.529785
	Iteration 6Q: 3 clusters Score -980700.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -980986.062500 Penalty: 3141.529785
	Iteration 7Q: 3 clusters Score -980986.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -981339.187500 Penalty: 3141.529785
	Iteration 8Q: 3 clusters Score -981339.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -981736.125000 Penalty: 3141.529785
	Iteration 9Q: 3 clusters Score -981736.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -982201.437500 Penalty: 3141.529785
	Iteration 10Q: 3 clusters Score -982201.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -982724.562500 Penalty: 3141.529785
	Iteration 11F: 3 clusters Score -982724.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -983274.312500 Penalty: 3141.529785
	Iteration 12Q: 3 clusters Score -983274.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -983833.250000 Penalty: 3141.529785
	Iteration 13Q: 3 clusters Score -983833.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -984262.875000 Penalty: 3141.529785
	Iteration 14Q: 3 clusters Score -984262.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -984573.937500 Penalty: 3141.529785
	Iteration 15Q: 3 clusters Score -984573.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -984770.500000 Penalty: 3141.529785
	Iteration 16Q: 3 clusters Score -984770.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -984897.000000 Penalty: 3141.529785
	Iteration 17Q: 3 clusters Score -984897 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -984964.062500 Penalty: 3141.529785
	Iteration 18Q: 3 clusters Score -984964.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -985015.187500 Penalty: 3141.529785
	Iteration 19Q: 3 clusters Score -985015.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -985050.125000 Penalty: 3141.529785
	Iteration 20F: 3 clusters Score -985050.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -985081.125000 Penalty: 3141.529785
	Iteration 21Q: 3 clusters Score -985081.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -985097.625000 Penalty: 3141.529785
	Iteration 22Q: 3 clusters Score -985097.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -985102.000000 Penalty: 3141.529785
	Iteration 23Q: 3 clusters Score -985102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -985108.437500 Penalty: 3141.529785
	Iteration 24Q: 3 clusters Score -985108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -985115.250000 Penalty: 3141.529785
	Iteration 25Q: 3 clusters Score -985115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -985119.062500 Penalty: 3141.529785
	Iteration 26Q: 3 clusters Score -985119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -985121.937500 Penalty: 3141.529785
	Iteration 27Q: 3 clusters Score -985121.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -985121.937500 Penalty: 3141.529785
	Iteration 28F: 3 clusters Score -985121.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -192741.593750 Penalty: 1324.263306
	Iteration 0F: 2 clusters Score -192741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -189804.718750 Penalty: 2648.526611
	Iteration 0F: 3 clusters Score -189804.7 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -190641.656250 Penalty: 2648.526611
	Iteration 1F: 3 clusters Score -190641.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -190804.671875 Penalty: 2648.526611
	Iteration 2F: 3 clusters Score -190804.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -190933.109375 Penalty: 2648.526611
	Iteration 3F: 3 clusters Score -190933.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -191023.656250 Penalty: 2648.526611
	Iteration 4Q: 3 clusters Score -191023.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -191097.203125 Penalty: 2648.526611
	Iteration 5Q: 3 clusters Score -191097.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -191175.937500 Penalty: 2648.526611
	Iteration 6Q: 3 clusters Score -191175.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -191268.796875 Penalty: 2648.526611
	Iteration 7Q: 3 clusters Score -191268.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -191349.906250 Penalty: 2648.526611
	Iteration 8Q: 3 clusters Score -191349.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -191429.312500 Penalty: 2648.526611
	Iteration 9Q: 3 clusters Score -191429.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -191510.171875 Penalty: 2648.526611
	Iteration 10Q: 3 clusters Score -191510.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -191572.296875 Penalty: 2648.526611
	Iteration 11Q: 3 clusters Score -191572.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -191614.515625 Penalty: 2648.526611
	Iteration 12Q: 3 clusters Score -191614.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -191642.890625 Penalty: 2648.526611
	Iteration 13Q: 3 clusters Score -191642.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -191667.265625 Penalty: 2648.526611
	Iteration 14Q: 3 clusters Score -191667.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -191688.140625 Penalty: 2648.526611
	Iteration 15Q: 3 clusters Score -191688.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -191713.000000 Penalty: 2648.526611
	Iteration 16Q: 3 clusters Score -191713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -191736.859375 Penalty: 2648.526611
	Iteration 17Q: 3 clusters Score -191736.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -191757.265625 Penalty: 2648.526611
	Iteration 18Q: 3 clusters Score -191757.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -191775.328125 Penalty: 2648.526611
	Iteration 19Q: 3 clusters Score -191775.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -191795.171875 Penalty: 2648.526611
	Iteration 20F: 3 clusters Score -191795.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -191812.562500 Penalty: 2648.526611
	Iteration 21Q: 3 clusters Score -191812.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -191829.796875 Penalty: 2648.526611
	Iteration 22Q: 3 clusters Score -191829.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -191849.937500 Penalty: 2648.526611
	Iteration 23Q: 3 clusters Score -191849.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -191866.046875 Penalty: 2648.526611
	Iteration 24Q: 3 clusters Score -191866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -191879.734375 Penalty: 2648.526611
	Iteration 25Q: 3 clusters Score -191879.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -191894.750000 Penalty: 2648.526611
	Iteration 26Q: 3 clusters Score -191894.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -191909.562500 Penalty: 2648.526611
	Iteration 27Q: 3 clusters Score -191909.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -191921.656250 Penalty: 2648.526611
	Iteration 28Q: 3 clusters Score -191921.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -191928.484375 Penalty: 2648.526611
	Iteration 29Q: 3 clusters Score -191928.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -191936.015625 Penalty: 2648.526611
	Iteration 30Q: 3 clusters Score -191936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -191941.156250 Penalty: 2648.526611
	Iteration 31Q: 3 clusters Score -191941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -191944.953125 Penalty: 2648.526611
	Iteration 32Q: 3 clusters Score -191945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -191947.250000 Penalty: 2648.526611
	Iteration 33Q: 3 clusters Score -191947.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -191948.578125 Penalty: 2648.526611
	Iteration 34Q: 3 clusters Score -191948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -191948.859375 Penalty: 2648.526611
	Iteration 35Q: 3 clusters Score -191948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -191949.312500 Penalty: 2648.526611
	Iteration 36Q: 3 clusters Score -191949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -191950.015625 Penalty: 2648.526611
	Iteration 37Q: 3 clusters Score -191950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -191950.656250 Penalty: 2648.526611
	Iteration 38Q: 3 clusters Score -191950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -191950.765625 Penalty: 2648.526611
	Iteration 39Q: 3 clusters Score -191950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -191952.093750 Penalty: 2648.526611
	Iteration 40F: 3 clusters Score -191952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -191953.625000 Penalty: 2648.526611
	Iteration 41Q: 3 clusters Score -191953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -191954.000000 Penalty: 2648.526611
	Iteration 42Q: 3 clusters Score -191954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -191954.265625 Penalty: 2648.526611
	Iteration 43Q: 3 clusters Score -191954.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -191954.265625 Penalty: 2648.526611
	Iteration 44F: 3 clusters Score -191954.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Entering Unmasked Estep 
Score: -352764.093750 Penalty: 1435.508667
	Iteration 0F: 2 clusters Score -352764.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -347607.687500 Penalty: 2871.017334
	Iteration 0F: 3 clusters Score -347607.7 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -349364.906250 Penalty: 2871.017334
	Iteration 1F: 3 clusters Score -349364.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -349822.281250 Penalty: 2871.017334
	Iteration 2F: 3 clusters Score -349822.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -350126.312500 Penalty: 2871.017334
	Iteration 3F: 3 clusters Score -350126.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -350341.187500 Penalty: 2871.017334
	Iteration 4F: 3 clusters Score -350341.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -350512.250000 Penalty: 2871.017334
	Iteration 5Q: 3 clusters Score -350512.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -350665.406250 Penalty: 2871.017334
	Iteration 6Q: 3 clusters Score -350665.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -350799.531250 Penalty: 2871.017334
	Iteration 7Q: 3 clusters Score -350799.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -350937.656250 Penalty: 2871.017334
	Iteration 8Q: 3 clusters Score -350937.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -351085.125000 Penalty: 2871.017334
	Iteration 9Q: 3 clusters Score -351085.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -351246.187500 Penalty: 2871.017334
	Iteration 10Q: 3 clusters Score -351246.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -351399.437500 Penalty: 2871.017334
	Iteration 11Q: 3 clusters Score -351399.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -351576.125000 Penalty: 2871.017334
	Iteration 12Q: 3 clusters Score -351576.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -351679.000000 Penalty: 2871.017334
	Iteration 13Q: 3 clusters Score -351679 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -351757.781250 Penalty: 2871.017334
	Iteration 14Q: 3 clusters Score -351757.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -351825.281250 Penalty: 2871.017334
	Iteration 15Q: 3 clusters Score -351825.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -351886.062500 Penalty: 2871.017334
	Iteration 16Q: 3 clusters Score -351886.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -351930.062500 Penalty: 2871.017334
	Iteration 17Q: 3 clusters Score -351930.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -351960.656250 Penalty: 2871.017334
	Iteration 18Q: 3 clusters Score -351960.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -351981.218750 Penalty: 2871.017334
	Iteration 19Q: 3 clusters Score -351981.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -352002.156250 Penalty: 2871.017334
	Iteration 20F: 3 clusters Score -352002.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -352016.125000 Penalty: 2871.017334
	Iteration 21Q: 3 clusters Score -352016.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -352026.968750 Penalty: 2871.017334
	Iteration 22Q: 3 clusters Score -352027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -352033.968750 Penalty: 2871.017334
	Iteration 23Q: 3 clusters Score -352034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -352042.593750 Penalty: 2871.017334
	Iteration 24Q: 3 clusters Score -352042.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -352048.250000 Penalty: 2871.017334
	Iteration 25Q: 3 clusters Score -352048.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -352055.968750 Penalty: 2871.017334
	Iteration 26Q: 3 clusters Score -352056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -352063.750000 Penalty: 2871.017334
	Iteration 27Q: 3 clusters Score -352063.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -352066.781250 Penalty: 2871.017334
	Iteration 28Q: 3 clusters Score -352066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -352067.437500 Penalty: 2871.017334
	Iteration 29Q: 3 clusters Score -352067.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -352069.875000 Penalty: 2871.017334
	Iteration 30Q: 3 clusters Score -352069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -352070.937500 Penalty: 2871.017334
	Iteration 31Q: 3 clusters Score -352070.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -352073.093750 Penalty: 2871.017334
	Iteration 32Q: 3 clusters Score -352073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -352075.343750 Penalty: 2871.017334
	Iteration 33Q: 3 clusters Score -352075.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -352077.781250 Penalty: 2871.017334
	Iteration 34Q: 3 clusters Score -352077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -352079.593750 Penalty: 2871.017334
	Iteration 35Q: 3 clusters Score -352079.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -352080.218750 Penalty: 2871.017334
	Iteration 36Q: 3 clusters Score -352080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -352081.468750 Penalty: 2871.017334
	Iteration 37Q: 3 clusters Score -352081.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -352081.437500 Penalty: 2871.017334
	Iteration 38Q: 3 clusters Score -352081.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -352083.812500 Penalty: 2871.017334
	Iteration 39Q: 3 clusters Score -352083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -352085.187500 Penalty: 2871.017334
	Iteration 40F: 3 clusters Score -352085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -352084.406250 Penalty: 2871.017334
	Iteration 41Q: 3 clusters Score -352084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -352084.687500 Penalty: 2871.017334
	Iteration 42Q: 3 clusters Score -352084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -352085.062500 Penalty: 2871.017334
	Iteration 43Q: 3 clusters Score -352085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -352085.156250 Penalty: 2871.017334
	Iteration 44Q: 3 clusters Score -352085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -352085.343750 Penalty: 2871.017334
	Iteration 45Q: 3 clusters Score -352085.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -352085.343750 Penalty: 2871.017334
	Iteration 46F: 3 clusters Score -352085.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Entering Unmasked Estep 
Score: -284408.187500 Penalty: 1377.410278
	Iteration 0F: 2 clusters Score -284408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -280527.875000 Penalty: 2754.820557
	Iteration 0F: 3 clusters Score -280527.9 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -281596.281250 Penalty: 2754.820557
	Iteration 1F: 3 clusters Score -281596.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -281780.312500 Penalty: 2754.820557
	Iteration 2F: 3 clusters Score -281780.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -281923.437500 Penalty: 2754.820557
	Iteration 3F: 3 clusters Score -281923.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -282011.656250 Penalty: 2754.820557
	Iteration 4Q: 3 clusters Score -282011.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -282069.218750 Penalty: 2754.820557
	Iteration 5Q: 3 clusters Score -282069.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -282109.093750 Penalty: 2754.820557
	Iteration 6Q: 3 clusters Score -282109.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -282148.250000 Penalty: 2754.820557
	Iteration 7Q: 3 clusters Score -282148.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -282196.437500 Penalty: 2754.820557
	Iteration 8Q: 3 clusters Score -282196.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -282231.718750 Penalty: 2754.820557
	Iteration 9Q: 3 clusters Score -282231.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -282274.093750 Penalty: 2754.820557
	Iteration 10Q: 3 clusters Score -282274.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -282331.718750 Penalty: 2754.820557
	Iteration 11Q: 3 clusters Score -282331.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -282394.687500 Penalty: 2754.820557
	Iteration 12Q: 3 clusters Score -282394.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -282459.250000 Penalty: 2754.820557
	Iteration 13Q: 3 clusters Score -282459.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -282532.968750 Penalty: 2754.820557
	Iteration 14Q: 3 clusters Score -282533 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -282614.031250 Penalty: 2754.820557
	Iteration 15Q: 3 clusters Score -282614 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -282704.125000 Penalty: 2754.820557
	Iteration 16Q: 3 clusters Score -282704.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -282791.125000 Penalty: 2754.820557
	Iteration 17Q: 3 clusters Score -282791.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -282882.187500 Penalty: 2754.820557
	Iteration 18Q: 3 clusters Score -282882.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -282948.500000 Penalty: 2754.820557
	Iteration 19Q: 3 clusters Score -282948.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -282995.312500 Penalty: 2754.820557
	Iteration 20F: 3 clusters Score -282995.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -283033.625000 Penalty: 2754.820557
	Iteration 21Q: 3 clusters Score -283033.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -283066.093750 Penalty: 2754.820557
	Iteration 22Q: 3 clusters Score -283066.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -283091.875000 Penalty: 2754.820557
	Iteration 23Q: 3 clusters Score -283091.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -283109.093750 Penalty: 2754.820557
	Iteration 24Q: 3 clusters Score -283109.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -283132.468750 Penalty: 2754.820557
	Iteration 25Q: 3 clusters Score -283132.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -283146.968750 Penalty: 2754.820557
	Iteration 26Q: 3 clusters Score -283147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -283160.593750 Penalty: 2754.820557
	Iteration 27Q: 3 clusters Score -283160.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -283176.781250 Penalty: 2754.820557
	Iteration 28Q: 3 clusters Score -283176.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -283189.812500 Penalty: 2754.820557
	Iteration 29Q: 3 clusters Score -283189.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -283193.750000 Penalty: 2754.820557
	Iteration 30Q: 3 clusters Score -283193.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -283205.968750 Penalty: 2754.820557
	Iteration 31Q: 3 clusters Score -283206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -283216.312500 Penalty: 2754.820557
	Iteration 32Q: 3 clusters Score -283216.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -283221.687500 Penalty: 2754.820557
	Iteration 33Q: 3 clusters Score -283221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -283225.812500 Penalty: 2754.820557
	Iteration 34Q: 3 clusters Score -283225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -283229.781250 Penalty: 2754.820557
	Iteration 35Q: 3 clusters Score -283229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -283233.906250 Penalty: 2754.820557
	Iteration 36Q: 3 clusters Score -283233.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -283239.375000 Penalty: 2754.820557
	Iteration 37Q: 3 clusters Score -283239.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -283247.343750 Penalty: 2754.820557
	Iteration 38Q: 3 clusters Score -283247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -283252.375000 Penalty: 2754.820557
	Iteration 39Q: 3 clusters Score -283252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -283254.437500 Penalty: 2754.820557
	Iteration 40F: 3 clusters Score -283254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -283258.031250 Penalty: 2754.820557
	Iteration 41Q: 3 clusters Score -283258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -283262.218750 Penalty: 2754.820557
	Iteration 42Q: 3 clusters Score -283262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -283263.312500 Penalty: 2754.820557
	Iteration 43Q: 3 clusters Score -283263.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -283267.031250 Penalty: 2754.820557
	Iteration 44Q: 3 clusters Score -283267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -283267.343750 Penalty: 2754.820557
	Iteration 45Q: 3 clusters Score -283267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -283267.531250 Penalty: 2754.820557
	Iteration 46Q: 3 clusters Score -283267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -283267.531250 Penalty: 2754.820557
	Iteration 47F: 3 clusters Score -283267.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -211067.843750 Penalty: 1333.702881
	Iteration 0F: 2 clusters Score -211067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -207931.062500 Penalty: 2667.405762
	Iteration 0F: 3 clusters Score -207931.1 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -208772.375000 Penalty: 2667.405762
	Iteration 1F: 3 clusters Score -208772.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -208922.687500 Penalty: 2667.405762
	Iteration 2F: 3 clusters Score -208922.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -209017.250000 Penalty: 2667.405762
	Iteration 3Q: 3 clusters Score -209017.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -209097.718750 Penalty: 2667.405762
	Iteration 4Q: 3 clusters Score -209097.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -209165.421875 Penalty: 2667.405762
	Iteration 5Q: 3 clusters Score -209165.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -209245.765625 Penalty: 2667.405762
	Iteration 6Q: 3 clusters Score -209245.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -209346.437500 Penalty: 2667.405762
	Iteration 7Q: 3 clusters Score -209346.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -209442.062500 Penalty: 2667.405762
	Iteration 8Q: 3 clusters Score -209442.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -209537.015625 Penalty: 2667.405762
	Iteration 9Q: 3 clusters Score -209537 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -209633.937500 Penalty: 2667.405762
	Iteration 10Q: 3 clusters Score -209633.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -209712.875000 Penalty: 2667.405762
	Iteration 11Q: 3 clusters Score -209712.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -209786.484375 Penalty: 2667.405762
	Iteration 12Q: 3 clusters Score -209786.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -209845.703125 Penalty: 2667.405762
	Iteration 13Q: 3 clusters Score -209845.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -209895.015625 Penalty: 2667.405762
	Iteration 14Q: 3 clusters Score -209895 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -209931.484375 Penalty: 2667.405762
	Iteration 15Q: 3 clusters Score -209931.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209964.390625 Penalty: 2667.405762
	Iteration 16Q: 3 clusters Score -209964.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -209992.203125 Penalty: 2667.405762
	Iteration 17Q: 3 clusters Score -209992.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -210022.703125 Penalty: 2667.405762
	Iteration 18Q: 3 clusters Score -210022.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -210044.281250 Penalty: 2667.405762
	Iteration 19Q: 3 clusters Score -210044.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -210056.890625 Penalty: 2667.405762
	Iteration 20F: 3 clusters Score -210056.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -210067.500000 Penalty: 2667.405762
	Iteration 21Q: 3 clusters Score -210067.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -210077.875000 Penalty: 2667.405762
	Iteration 22Q: 3 clusters Score -210077.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -210082.750000 Penalty: 2667.405762
	Iteration 23Q: 3 clusters Score -210082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -210086.890625 Penalty: 2667.405762
	Iteration 24Q: 3 clusters Score -210086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -210090.968750 Penalty: 2667.405762
	Iteration 25Q: 3 clusters Score -210091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -210098.046875 Penalty: 2667.405762
	Iteration 26Q: 3 clusters Score -210098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -210101.187500 Penalty: 2667.405762
	Iteration 27Q: 3 clusters Score -210101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -210102.640625 Penalty: 2667.405762
	Iteration 28Q: 3 clusters Score -210102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -210104.468750 Penalty: 2667.405762
	Iteration 29Q: 3 clusters Score -210104.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -210106.031250 Penalty: 2667.405762
	Iteration 30Q: 3 clusters Score -210106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -210107.343750 Penalty: 2667.405762
	Iteration 31Q: 3 clusters Score -210107.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -210112.031250 Penalty: 2667.405762
	Iteration 32Q: 3 clusters Score -210112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -210114.015625 Penalty: 2667.405762
	Iteration 33Q: 3 clusters Score -210114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -210118.375000 Penalty: 2667.405762
	Iteration 34Q: 3 clusters Score -210118.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -210124.015625 Penalty: 2667.405762
	Iteration 35Q: 3 clusters Score -210124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -210129.281250 Penalty: 2667.405762
	Iteration 36Q: 3 clusters Score -210129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -210131.265625 Penalty: 2667.405762
	Iteration 37Q: 3 clusters Score -210131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -210133.687500 Penalty: 2667.405762
	Iteration 38Q: 3 clusters Score -210133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -210135.437500 Penalty: 2667.405762
	Iteration 39Q: 3 clusters Score -210135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -210137.453125 Penalty: 2667.405762
	Iteration 40F: 3 clusters Score -210137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -210141.453125 Penalty: 2667.405762
	Iteration 41Q: 3 clusters Score -210141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -210145.250000 Penalty: 2667.405762
	Iteration 42Q: 3 clusters Score -210145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -210150.218750 Penalty: 2667.405762
	Iteration 43Q: 3 clusters Score -210150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -210155.656250 Penalty: 2667.405762
	Iteration 44Q: 3 clusters Score -210155.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -210159.843750 Penalty: 2667.405762
	Iteration 45Q: 3 clusters Score -210159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -210163.281250 Penalty: 2667.405762
	Iteration 46Q: 3 clusters Score -210163.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -210167.296875 Penalty: 2667.405762
	Iteration 47Q: 3 clusters Score -210167.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -210169.812500 Penalty: 2667.405762
	Iteration 48Q: 3 clusters Score -210169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -210171.218750 Penalty: 2667.405762
	Iteration 49Q: 3 clusters Score -210171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -210172.812500 Penalty: 2667.405762
	Iteration 50Q: 3 clusters Score -210172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -210174.703125 Penalty: 2667.405762
	Iteration 51Q: 3 clusters Score -210174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -210178.437500 Penalty: 2667.405762
	Iteration 52Q: 3 clusters Score -210178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -210181.312500 Penalty: 2667.405762
	Iteration 53Q: 3 clusters Score -210181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -210184.562500 Penalty: 2667.405762
	Iteration 54Q: 3 clusters Score -210184.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -210184.796875 Penalty: 2667.405762
	Iteration 55Q: 3 clusters Score -210184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -210184.984375 Penalty: 2667.405762
	Iteration 56Q: 3 clusters Score -210185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -210185.562500 Penalty: 2667.405762
	Iteration 57Q: 3 clusters Score -210185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -210185.875000 Penalty: 2667.405762
	Iteration 58Q: 3 clusters Score -210185.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -210187.203125 Penalty: 2667.405762
	Iteration 59Q: 3 clusters Score -210187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -210187.203125 Penalty: 2667.405762
	Iteration 60F: 3 clusters Score -210187.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Entering Unmasked Estep 
Score: -322390.625000 Penalty: 1395.190186
	Iteration 0F: 2 clusters Score -322390.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -318242.250000 Penalty: 2790.380371
	Iteration 0F: 3 clusters Score -318242.2 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -319492.031250 Penalty: 2790.380371
	Iteration 1F: 3 clusters Score -319492 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -319808.562500 Penalty: 2790.380371
	Iteration 2F: 3 clusters Score -319808.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -320128.125000 Penalty: 2790.380371
	Iteration 3F: 3 clusters Score -320128.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -320469.843750 Penalty: 2790.380371
	Iteration 4F: 3 clusters Score -320469.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -320802.375000 Penalty: 2790.380371
	Iteration 5F: 3 clusters Score -320802.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -321160.687500 Penalty: 2790.380371
	Iteration 6F: 3 clusters Score -321160.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -321582.750000 Penalty: 2790.380371
	Iteration 7Q: 3 clusters Score -321582.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -321790.125000 Penalty: 2790.380371
	Iteration 8Q: 3 clusters Score -321790.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -321871.000000 Penalty: 2790.380371
	Iteration 9Q: 3 clusters Score -321871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -321910.625000 Penalty: 2790.380371
	Iteration 10Q: 3 clusters Score -321910.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -321936.593750 Penalty: 2790.380371
	Iteration 11Q: 3 clusters Score -321936.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -321960.656250 Penalty: 2790.380371
	Iteration 12Q: 3 clusters Score -321960.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -321982.656250 Penalty: 2790.380371
	Iteration 13Q: 3 clusters Score -321982.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -321992.375000 Penalty: 2790.380371
	Iteration 14Q: 3 clusters Score -321992.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -322001.218750 Penalty: 2790.380371
	Iteration 15Q: 3 clusters Score -322001.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -322007.000000 Penalty: 2790.380371
	Iteration 16Q: 3 clusters Score -322007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -322009.625000 Penalty: 2790.380371
	Iteration 17Q: 3 clusters Score -322009.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -322011.968750 Penalty: 2790.380371
	Iteration 18Q: 3 clusters Score -322012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -322015.031250 Penalty: 2790.380371
	Iteration 19Q: 3 clusters Score -322015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -322017.625000 Penalty: 2790.380371
	Iteration 20F: 3 clusters Score -322017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -322020.125000 Penalty: 2790.380371
	Iteration 21Q: 3 clusters Score -322020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -322021.843750 Penalty: 2790.380371
	Iteration 22Q: 3 clusters Score -322021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -322023.250000 Penalty: 2790.380371
	Iteration 23Q: 3 clusters Score -322023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -322025.031250 Penalty: 2790.380371
	Iteration 24Q: 3 clusters Score -322025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -322027.781250 Penalty: 2790.380371
	Iteration 25Q: 3 clusters Score -322027.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -322030.312500 Penalty: 2790.380371
	Iteration 26Q: 3 clusters Score -322030.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -322031.375000 Penalty: 2790.380371
	Iteration 27Q: 3 clusters Score -322031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -322032.468750 Penalty: 2790.380371
	Iteration 28Q: 3 clusters Score -322032.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -322034.562500 Penalty: 2790.380371
	Iteration 29Q: 3 clusters Score -322034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -322036.000000 Penalty: 2790.380371
	Iteration 30Q: 3 clusters Score -322036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -322038.812500 Penalty: 2790.380371
	Iteration 31Q: 3 clusters Score -322038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -322039.093750 Penalty: 2790.380371
	Iteration 32Q: 3 clusters Score -322039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -322040.531250 Penalty: 2790.380371
	Iteration 33Q: 3 clusters Score -322040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -322041.843750 Penalty: 2790.380371
	Iteration 34Q: 3 clusters Score -322041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -322046.531250 Penalty: 2790.380371
	Iteration 35Q: 3 clusters Score -322046.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -322049.468750 Penalty: 2790.380371
	Iteration 36Q: 3 clusters Score -322049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -322050.906250 Penalty: 2790.380371
	Iteration 37Q: 3 clusters Score -322050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -322051.625000 Penalty: 2790.380371
	Iteration 38Q: 3 clusters Score -322051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -322051.843750 Penalty: 2790.380371
	Iteration 39Q: 3 clusters Score -322051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -322052.406250 Penalty: 2790.380371
	Iteration 40F: 3 clusters Score -322052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Entering Unmasked Estep 
Score: -246148.109375 Penalty: 1350.002197
	Iteration 0F: 2 clusters Score -246148.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -242761.156250 Penalty: 2700.004395
	Iteration 0F: 3 clusters Score -242761.2 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -243666.343750 Penalty: 2700.004395
	Iteration 1F: 3 clusters Score -243666.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -243827.718750 Penalty: 2700.004395
	Iteration 2F: 3 clusters Score -243827.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -243931.484375 Penalty: 2700.004395
	Iteration 3F: 3 clusters Score -243931.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -244014.468750 Penalty: 2700.004395
	Iteration 4Q: 3 clusters Score -244014.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -244082.531250 Penalty: 2700.004395
	Iteration 5Q: 3 clusters Score -244082.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -244135.531250 Penalty: 2700.004395
	Iteration 6Q: 3 clusters Score -244135.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -244174.234375 Penalty: 2700.004395
	Iteration 7Q: 3 clusters Score -244174.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -244210.812500 Penalty: 2700.004395
	Iteration 8Q: 3 clusters Score -244210.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -244241.265625 Penalty: 2700.004395
	Iteration 9Q: 3 clusters Score -244241.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -244264.921875 Penalty: 2700.004395
	Iteration 10Q: 3 clusters Score -244264.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -244283.218750 Penalty: 2700.004395
	Iteration 11Q: 3 clusters Score -244283.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -244301.296875 Penalty: 2700.004395
	Iteration 12Q: 3 clusters Score -244301.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -244314.000000 Penalty: 2700.004395
	Iteration 13Q: 3 clusters Score -244314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -244327.328125 Penalty: 2700.004395
	Iteration 14Q: 3 clusters Score -244327.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -244340.375000 Penalty: 2700.004395
	Iteration 15Q: 3 clusters Score -244340.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -244355.203125 Penalty: 2700.004395
	Iteration 16Q: 3 clusters Score -244355.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -244370.015625 Penalty: 2700.004395
	Iteration 17Q: 3 clusters Score -244370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -244390.375000 Penalty: 2700.004395
	Iteration 18Q: 3 clusters Score -244390.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -244410.687500 Penalty: 2700.004395
	Iteration 19Q: 3 clusters Score -244410.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -244427.515625 Penalty: 2700.004395
	Iteration 20F: 3 clusters Score -244427.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -244448.703125 Penalty: 2700.004395
	Iteration 21Q: 3 clusters Score -244448.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -244466.640625 Penalty: 2700.004395
	Iteration 22Q: 3 clusters Score -244466.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -244478.609375 Penalty: 2700.004395
	Iteration 23Q: 3 clusters Score -244478.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -244493.671875 Penalty: 2700.004395
	Iteration 24Q: 3 clusters Score -244493.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -244513.281250 Penalty: 2700.004395
	Iteration 25Q: 3 clusters Score -244513.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -244530.703125 Penalty: 2700.004395
	Iteration 26Q: 3 clusters Score -244530.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -244545.000000 Penalty: 2700.004395
	Iteration 27Q: 3 clusters Score -244545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -244565.484375 Penalty: 2700.004395
	Iteration 28Q: 3 clusters Score -244565.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -244584.906250 Penalty: 2700.004395
	Iteration 29Q: 3 clusters Score -244584.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -244605.015625 Penalty: 2700.004395
	Iteration 30Q: 3 clusters Score -244605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -244630.515625 Penalty: 2700.004395
	Iteration 31Q: 3 clusters Score -244630.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -244654.593750 Penalty: 2700.004395
	Iteration 32Q: 3 clusters Score -244654.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -244677.921875 Penalty: 2700.004395
	Iteration 33Q: 3 clusters Score -244677.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -244696.015625 Penalty: 2700.004395
	Iteration 34Q: 3 clusters Score -244696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -244708.765625 Penalty: 2700.004395
	Iteration 35Q: 3 clusters Score -244708.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -244717.734375 Penalty: 2700.004395
	Iteration 36Q: 3 clusters Score -244717.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -244723.234375 Penalty: 2700.004395
	Iteration 37Q: 3 clusters Score -244723.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -244729.031250 Penalty: 2700.004395
	Iteration 38Q: 3 clusters Score -244729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -244734.656250 Penalty: 2700.004395
	Iteration 39Q: 3 clusters Score -244734.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -244740.546875 Penalty: 2700.004395
	Iteration 40F: 3 clusters Score -244740.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -244748.218750 Penalty: 2700.004395
	Iteration 41Q: 3 clusters Score -244748.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -244757.156250 Penalty: 2700.004395
	Iteration 42Q: 3 clusters Score -244757.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -244766.062500 Penalty: 2700.004395
	Iteration 43Q: 3 clusters Score -244766.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -244775.000000 Penalty: 2700.004395
	Iteration 44Q: 3 clusters Score -244775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -244784.531250 Penalty: 2700.004395
	Iteration 45Q: 3 clusters Score -244784.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -244790.515625 Penalty: 2700.004395
	Iteration 46Q: 3 clusters Score -244790.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -244795.125000 Penalty: 2700.004395
	Iteration 47Q: 3 clusters Score -244795.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -244800.703125 Penalty: 2700.004395
	Iteration 48Q: 3 clusters Score -244800.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -244807.312500 Penalty: 2700.004395
	Iteration 49Q: 3 clusters Score -244807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -244813.109375 Penalty: 2700.004395
	Iteration 50Q: 3 clusters Score -244813.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -244818.890625 Penalty: 2700.004395
	Iteration 51Q: 3 clusters Score -244818.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -244822.750000 Penalty: 2700.004395
	Iteration 52Q: 3 clusters Score -244822.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -244824.593750 Penalty: 2700.004395
	Iteration 53Q: 3 clusters Score -244824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -244825.921875 Penalty: 2700.004395
	Iteration 54Q: 3 clusters Score -244825.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -244827.421875 Penalty: 2700.004395
	Iteration 55Q: 3 clusters Score -244827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -244830.375000 Penalty: 2700.004395
	Iteration 56Q: 3 clusters Score -244830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -244832.468750 Penalty: 2700.004395
	Iteration 57Q: 3 clusters Score -244832.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -244834.093750 Penalty: 2700.004395
	Iteration 58Q: 3 clusters Score -244834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -244834.984375 Penalty: 2700.004395
	Iteration 59Q: 3 clusters Score -244835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -244836.593750 Penalty: 2700.004395
	Iteration 60F: 3 clusters Score -244836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -244836.500000 Penalty: 2700.004395
	Iteration 61Q: 3 clusters Score -244836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -244837.953125 Penalty: 2700.004395
	Iteration 62Q: 3 clusters Score -244838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -244838.546875 Penalty: 2700.004395
	Iteration 63Q: 3 clusters Score -244838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -244838.890625 Penalty: 2700.004395
	Iteration 64Q: 3 clusters Score -244838.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -244838.890625 Penalty: 2700.004395
	Iteration 65F: 3 clusters Score -244838.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Entering Unmasked Estep 
Score: -1865178.625000 Penalty: 1674.656738
	Iteration 0F: 2 clusters Score -1865179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1844950.875000 Penalty: 3349.313477
	Iteration 0F: 3 clusters Score -1844951 nChanged 13804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1852522.875000 Penalty: 3349.313477
	Iteration 1F: 3 clusters Score -1852523 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1852933.125000 Penalty: 3349.313477
	Iteration 2Q: 3 clusters Score -1852933 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1853304.125000 Penalty: 3349.313477
	Iteration 3Q: 3 clusters Score -1853304 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1853677.625000 Penalty: 3349.313477
	Iteration 4Q: 3 clusters Score -1853678 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1854067.000000 Penalty: 3349.313477
	Iteration 5Q: 3 clusters Score -1854067 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1854549.750000 Penalty: 3349.313477
	Iteration 6Q: 3 clusters Score -1854550 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1855170.375000 Penalty: 3349.313477
	Iteration 7Q: 3 clusters Score -1855170 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1855979.250000 Penalty: 3349.313477
	Iteration 8Q: 3 clusters Score -1855979 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1856949.750000 Penalty: 3349.313477
	Iteration 9F: 3 clusters Score -1856950 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1858019.875000 Penalty: 3349.313477
	Iteration 10F: 3 clusters Score -1858020 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1859079.625000 Penalty: 3349.313477
	Iteration 11Q: 3 clusters Score -1859080 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1860078.875000 Penalty: 3349.313477
	Iteration 12Q: 3 clusters Score -1860079 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1860921.375000 Penalty: 3349.313477
	Iteration 13Q: 3 clusters Score -1860921 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1861558.500000 Penalty: 3349.313477
	Iteration 14Q: 3 clusters Score -1861558 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1862063.625000 Penalty: 3349.313477
	Iteration 15Q: 3 clusters Score -1862064 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1862426.875000 Penalty: 3349.313477
	Iteration 16Q: 3 clusters Score -1862427 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1862733.125000 Penalty: 3349.313477
	Iteration 17Q: 3 clusters Score -1862733 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1862969.250000 Penalty: 3349.313477
	Iteration 18Q: 3 clusters Score -1862969 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1863171.500000 Penalty: 3349.313477
	Iteration 19Q: 3 clusters Score -1863172 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1863337.875000 Penalty: 3349.313477
	Iteration 20F: 3 clusters Score -1863338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1863444.625000 Penalty: 3349.313477
	Iteration 21Q: 3 clusters Score -1863445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1863516.500000 Penalty: 3349.313477
	Iteration 22Q: 3 clusters Score -1863516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1863568.750000 Penalty: 3349.313477
	Iteration 23Q: 3 clusters Score -1863569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1863611.000000 Penalty: 3349.313477
	Iteration 24Q: 3 clusters Score -1863611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1863640.875000 Penalty: 3349.313477
	Iteration 25Q: 3 clusters Score -1863641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1863658.875000 Penalty: 3349.313477
	Iteration 26Q: 3 clusters Score -1863659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1863666.750000 Penalty: 3349.313477
	Iteration 27Q: 3 clusters Score -1863667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1863672.625000 Penalty: 3349.313477
	Iteration 28Q: 3 clusters Score -1863673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1863677.250000 Penalty: 3349.313477
	Iteration 29Q: 3 clusters Score -1863677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1863686.375000 Penalty: 3349.313477
	Iteration 30Q: 3 clusters Score -1863686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1863697.000000 Penalty: 3349.313477
	Iteration 31Q: 3 clusters Score -1863697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1863700.250000 Penalty: 3349.313477
	Iteration 32Q: 3 clusters Score -1863700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1863705.500000 Penalty: 3349.313477
	Iteration 33Q: 3 clusters Score -1863706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1863712.250000 Penalty: 3349.313477
	Iteration 34Q: 3 clusters Score -1863712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1863715.000000 Penalty: 3349.313477
	Iteration 35Q: 3 clusters Score -1863715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1863720.625000 Penalty: 3349.313477
	Iteration 36Q: 3 clusters Score -1863721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1863726.875000 Penalty: 3349.313477
	Iteration 37Q: 3 clusters Score -1863727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1863729.875000 Penalty: 3349.313477
	Iteration 38Q: 3 clusters Score -1863730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1863732.375000 Penalty: 3349.313477
	Iteration 39Q: 3 clusters Score -1863732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1863730.875000 Penalty: 3349.313477
	Iteration 40F: 3 clusters Score -1863731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1863734.625000 Penalty: 3349.313477
	Iteration 41Q: 3 clusters Score -1863735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1863738.500000 Penalty: 3349.313477
	Iteration 42Q: 3 clusters Score -1863738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1863740.000000 Penalty: 3349.313477
	Iteration 43Q: 3 clusters Score -1863740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1863743.000000 Penalty: 3349.313477
	Iteration 44Q: 3 clusters Score -1863743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1863742.875000 Penalty: 3349.313477
	Iteration 45Q: 3 clusters Score -1863743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1863745.125000 Penalty: 3349.313477
	Iteration 46Q: 3 clusters Score -1863745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1863747.250000 Penalty: 3349.313477
	Iteration 47Q: 3 clusters Score -1863747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1863747.000000 Penalty: 3349.313477
	Iteration 48Q: 3 clusters Score -1863747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1863748.625000 Penalty: 3349.313477
	Iteration 49Q: 3 clusters Score -1863749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1863751.750000 Penalty: 3349.313477
	Iteration 50Q: 3 clusters Score -1863752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1863752.500000 Penalty: 3349.313477
	Iteration 51Q: 3 clusters Score -1863752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1863752.500000 Penalty: 3349.313477
	Iteration 52F: 3 clusters Score -1863752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -218669.734375 Penalty: 1330.028809
	Iteration 0F: 2 clusters Score -218669.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -215559.859375 Penalty: 2660.057617
	Iteration 0F: 3 clusters Score -215559.9 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -216411.062500 Penalty: 2660.057617
	Iteration 1F: 3 clusters Score -216411.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -216613.484375 Penalty: 2660.057617
	Iteration 2F: 3 clusters Score -216613.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -216760.187500 Penalty: 2660.057617
	Iteration 3F: 3 clusters Score -216760.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -216861.515625 Penalty: 2660.057617
	Iteration 4Q: 3 clusters Score -216861.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -216951.265625 Penalty: 2660.057617
	Iteration 5Q: 3 clusters Score -216951.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -217012.796875 Penalty: 2660.057617
	Iteration 6Q: 3 clusters Score -217012.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -217044.015625 Penalty: 2660.057617
	Iteration 7Q: 3 clusters Score -217044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -217063.953125 Penalty: 2660.057617
	Iteration 8Q: 3 clusters Score -217064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -217082.812500 Penalty: 2660.057617
	Iteration 9Q: 3 clusters Score -217082.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -217100.171875 Penalty: 2660.057617
	Iteration 10Q: 3 clusters Score -217100.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -217113.578125 Penalty: 2660.057617
	Iteration 11Q: 3 clusters Score -217113.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -217126.343750 Penalty: 2660.057617
	Iteration 12Q: 3 clusters Score -217126.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -217134.875000 Penalty: 2660.057617
	Iteration 13Q: 3 clusters Score -217134.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -217140.484375 Penalty: 2660.057617
	Iteration 14Q: 3 clusters Score -217140.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -217147.953125 Penalty: 2660.057617
	Iteration 15Q: 3 clusters Score -217148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -217156.156250 Penalty: 2660.057617
	Iteration 16Q: 3 clusters Score -217156.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -217162.328125 Penalty: 2660.057617
	Iteration 17Q: 3 clusters Score -217162.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -217167.859375 Penalty: 2660.057617
	Iteration 18Q: 3 clusters Score -217167.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -217177.656250 Penalty: 2660.057617
	Iteration 19Q: 3 clusters Score -217177.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -217186.640625 Penalty: 2660.057617
	Iteration 20F: 3 clusters Score -217186.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -217191.515625 Penalty: 2660.057617
	Iteration 21Q: 3 clusters Score -217191.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -217196.578125 Penalty: 2660.057617
	Iteration 22Q: 3 clusters Score -217196.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -217201.078125 Penalty: 2660.057617
	Iteration 23Q: 3 clusters Score -217201.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -217206.687500 Penalty: 2660.057617
	Iteration 24Q: 3 clusters Score -217206.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -217212.890625 Penalty: 2660.057617
	Iteration 25Q: 3 clusters Score -217212.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -217216.859375 Penalty: 2660.057617
	Iteration 26Q: 3 clusters Score -217216.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -217221.687500 Penalty: 2660.057617
	Iteration 27Q: 3 clusters Score -217221.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -217227.906250 Penalty: 2660.057617
	Iteration 28Q: 3 clusters Score -217227.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -217235.734375 Penalty: 2660.057617
	Iteration 29Q: 3 clusters Score -217235.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -217242.390625 Penalty: 2660.057617
	Iteration 30Q: 3 clusters Score -217242.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -217250.390625 Penalty: 2660.057617
	Iteration 31Q: 3 clusters Score -217250.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -217258.500000 Penalty: 2660.057617
	Iteration 32Q: 3 clusters Score -217258.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -217267.093750 Penalty: 2660.057617
	Iteration 33Q: 3 clusters Score -217267.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -217273.906250 Penalty: 2660.057617
	Iteration 34Q: 3 clusters Score -217273.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -217286.937500 Penalty: 2660.057617
	Iteration 35Q: 3 clusters Score -217286.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -217300.906250 Penalty: 2660.057617
	Iteration 36Q: 3 clusters Score -217300.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -217314.046875 Penalty: 2660.057617
	Iteration 37Q: 3 clusters Score -217314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -217329.015625 Penalty: 2660.057617
	Iteration 38Q: 3 clusters Score -217329 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -217347.484375 Penalty: 2660.057617
	Iteration 39Q: 3 clusters Score -217347.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -217371.062500 Penalty: 2660.057617
	Iteration 40F: 3 clusters Score -217371.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -217393.421875 Penalty: 2660.057617
	Iteration 41Q: 3 clusters Score -217393.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -217415.406250 Penalty: 2660.057617
	Iteration 42Q: 3 clusters Score -217415.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -217431.234375 Penalty: 2660.057617
	Iteration 43Q: 3 clusters Score -217431.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -217452.125000 Penalty: 2660.057617
	Iteration 44Q: 3 clusters Score -217452.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -217480.046875 Penalty: 2660.057617
	Iteration 45Q: 3 clusters Score -217480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -217502.296875 Penalty: 2660.057617
	Iteration 46Q: 3 clusters Score -217502.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -217540.281250 Penalty: 2660.057617
	Iteration 47Q: 3 clusters Score -217540.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -217575.578125 Penalty: 2660.057617
	Iteration 48Q: 3 clusters Score -217575.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -217607.937500 Penalty: 2660.057617
	Iteration 49Q: 3 clusters Score -217607.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -217629.281250 Penalty: 2660.057617
	Iteration 50Q: 3 clusters Score -217629.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -217652.296875 Penalty: 2660.057617
	Iteration 51Q: 3 clusters Score -217652.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -217673.609375 Penalty: 2660.057617
	Iteration 52Q: 3 clusters Score -217673.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -217694.921875 Penalty: 2660.057617
	Iteration 53Q: 3 clusters Score -217694.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -217721.031250 Penalty: 2660.057617
	Iteration 54Q: 3 clusters Score -217721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -217746.187500 Penalty: 2660.057617
	Iteration 55Q: 3 clusters Score -217746.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -217782.000000 Penalty: 2660.057617
	Iteration 56Q: 3 clusters Score -217782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -217810.812500 Penalty: 2660.057617
	Iteration 57Q: 3 clusters Score -217810.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -217841.187500 Penalty: 2660.057617
	Iteration 58Q: 3 clusters Score -217841.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -217866.328125 Penalty: 2660.057617
	Iteration 59Q: 3 clusters Score -217866.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -217875.468750 Penalty: 2660.057617
	Iteration 60F: 3 clusters Score -217875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -217878.812500 Penalty: 2660.057617
	Iteration 61Q: 3 clusters Score -217878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -217880.171875 Penalty: 2660.057617
	Iteration 62Q: 3 clusters Score -217880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -217882.468750 Penalty: 2660.057617
	Iteration 63Q: 3 clusters Score -217882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -217884.015625 Penalty: 2660.057617
	Iteration 64Q: 3 clusters Score -217884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -217884.468750 Penalty: 2660.057617
	Iteration 65Q: 3 clusters Score -217884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -217885.000000 Penalty: 2660.057617
	Iteration 66Q: 3 clusters Score -217885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -217885.000000 Penalty: 2660.057617
	Iteration 67F: 3 clusters Score -217885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Entering Unmasked Estep 
Score: -1825247.500000 Penalty: 1674.477295
	Iteration 0F: 2 clusters Score -1825248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1805197.500000 Penalty: 3348.954590
	Iteration 0F: 3 clusters Score -1805198 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1813006.000000 Penalty: 3348.954590
	Iteration 1F: 3 clusters Score -1813006 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1813571.375000 Penalty: 3348.954590
	Iteration 2Q: 3 clusters Score -1813571 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1814301.125000 Penalty: 3348.954590
	Iteration 3F: 3 clusters Score -1814301 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1815299.125000 Penalty: 3348.954590
	Iteration 4F: 3 clusters Score -1815299 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1816644.125000 Penalty: 3348.954590
	Iteration 5F: 3 clusters Score -1816644 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1818305.375000 Penalty: 3348.954590
	Iteration 6F: 3 clusters Score -1818305 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1819881.250000 Penalty: 3348.954590
	Iteration 7F: 3 clusters Score -1819881 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1821181.875000 Penalty: 3348.954590
	Iteration 8Q: 3 clusters Score -1821182 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1822112.375000 Penalty: 3348.954590
	Iteration 9Q: 3 clusters Score -1822112 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1822668.250000 Penalty: 3348.954590
	Iteration 10Q: 3 clusters Score -1822668 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1823039.500000 Penalty: 3348.954590
	Iteration 11Q: 3 clusters Score -1823040 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1823260.875000 Penalty: 3348.954590
	Iteration 12Q: 3 clusters Score -1823261 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1823386.375000 Penalty: 3348.954590
	Iteration 13Q: 3 clusters Score -1823386 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1823449.500000 Penalty: 3348.954590
	Iteration 14Q: 3 clusters Score -1823450 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1823504.500000 Penalty: 3348.954590
	Iteration 15Q: 3 clusters Score -1823504 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1823542.750000 Penalty: 3348.954590
	Iteration 16Q: 3 clusters Score -1823543 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1823576.250000 Penalty: 3348.954590
	Iteration 17Q: 3 clusters Score -1823576 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1823598.500000 Penalty: 3348.954590
	Iteration 18Q: 3 clusters Score -1823598 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1823617.000000 Penalty: 3348.954590
	Iteration 19Q: 3 clusters Score -1823617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1823640.000000 Penalty: 3348.954590
	Iteration 20F: 3 clusters Score -1823640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1823651.625000 Penalty: 3348.954590
	Iteration 21Q: 3 clusters Score -1823652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1823666.500000 Penalty: 3348.954590
	Iteration 22Q: 3 clusters Score -1823666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1823671.375000 Penalty: 3348.954590
	Iteration 23Q: 3 clusters Score -1823671 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1823679.000000 Penalty: 3348.954590
	Iteration 24Q: 3 clusters Score -1823679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1823679.250000 Penalty: 3348.954590
	Iteration 25Q: 3 clusters Score -1823679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1823687.875000 Penalty: 3348.954590
	Iteration 26Q: 3 clusters Score -1823688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1823691.125000 Penalty: 3348.954590
	Iteration 27Q: 3 clusters Score -1823691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1823691.250000 Penalty: 3348.954590
	Iteration 28Q: 3 clusters Score -1823691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1823696.000000 Penalty: 3348.954590
	Iteration 29Q: 3 clusters Score -1823696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1823700.375000 Penalty: 3348.954590
	Iteration 30Q: 3 clusters Score -1823700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1823706.625000 Penalty: 3348.954590
	Iteration 31Q: 3 clusters Score -1823707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1823713.125000 Penalty: 3348.954590
	Iteration 32Q: 3 clusters Score -1823713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1823718.000000 Penalty: 3348.954590
	Iteration 33Q: 3 clusters Score -1823718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1823714.750000 Penalty: 3348.954590
	Iteration 34Q: 3 clusters Score -1823715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1823716.500000 Penalty: 3348.954590
	Iteration 35Q: 3 clusters Score -1823716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1823721.000000 Penalty: 3348.954590
	Iteration 36Q: 3 clusters Score -1823721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1823722.250000 Penalty: 3348.954590
	Iteration 37Q: 3 clusters Score -1823722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1823722.375000 Penalty: 3348.954590
	Iteration 38Q: 3 clusters Score -1823722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1823718.125000 Penalty: 3348.954590
	Iteration 39Q: 3 clusters Score -1823718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1823724.125000 Penalty: 3348.954590
	Iteration 40F: 3 clusters Score -1823724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1823732.250000 Penalty: 3348.954590
	Iteration 41Q: 3 clusters Score -1823732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1823733.000000 Penalty: 3348.954590
	Iteration 42Q: 3 clusters Score -1823733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1823737.125000 Penalty: 3348.954590
	Iteration 43Q: 3 clusters Score -1823737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1823738.750000 Penalty: 3348.954590
	Iteration 44Q: 3 clusters Score -1823739 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1823742.250000 Penalty: 3348.954590
	Iteration 45Q: 3 clusters Score -1823742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1823748.375000 Penalty: 3348.954590
	Iteration 46Q: 3 clusters Score -1823748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1823753.125000 Penalty: 3348.954590
	Iteration 47Q: 3 clusters Score -1823753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1823756.500000 Penalty: 3348.954590
	Iteration 48Q: 3 clusters Score -1823756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1823756.625000 Penalty: 3348.954590
	Iteration 49Q: 3 clusters Score -1823757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1823766.750000 Penalty: 3348.954590
	Iteration 50Q: 3 clusters Score -1823767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1823771.375000 Penalty: 3348.954590
	Iteration 51Q: 3 clusters Score -1823771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1823765.000000 Penalty: 3348.954590
	Iteration 52Q: 3 clusters Score -1823765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1823768.125000 Penalty: 3348.954590
	Iteration 53Q: 3 clusters Score -1823768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1823770.625000 Penalty: 3348.954590
	Iteration 54Q: 3 clusters Score -1823771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1823777.000000 Penalty: 3348.954590
	Iteration 55Q: 3 clusters Score -1823777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1823777.875000 Penalty: 3348.954590
	Iteration 56Q: 3 clusters Score -1823778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1823773.750000 Penalty: 3348.954590
	Iteration 57Q: 3 clusters Score -1823774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1823776.375000 Penalty: 3348.954590
	Iteration 58Q: 3 clusters Score -1823776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1823780.500000 Penalty: 3348.954590
	Iteration 59Q: 3 clusters Score -1823780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1823783.250000 Penalty: 3348.954590
	Iteration 60F: 3 clusters Score -1823783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1823788.125000 Penalty: 3348.954590
	Iteration 61Q: 3 clusters Score -1823788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1823798.375000 Penalty: 3348.954590
	Iteration 62Q: 3 clusters Score -1823798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1823803.625000 Penalty: 3348.954590
	Iteration 63Q: 3 clusters Score -1823804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1823797.500000 Penalty: 3348.954590
	Iteration 64Q: 3 clusters Score -1823798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1823802.375000 Penalty: 3348.954590
	Iteration 65Q: 3 clusters Score -1823802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1823803.250000 Penalty: 3348.954590
	Iteration 66Q: 3 clusters Score -1823803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1823804.750000 Penalty: 3348.954590
	Iteration 67Q: 3 clusters Score -1823805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1823804.250000 Penalty: 3348.954590
	Iteration 68Q: 3 clusters Score -1823804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1823805.625000 Penalty: 3348.954590
	Iteration 69Q: 3 clusters Score -1823806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1823811.000000 Penalty: 3348.954590
	Iteration 70Q: 3 clusters Score -1823811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1823812.500000 Penalty: 3348.954590
	Iteration 71Q: 3 clusters Score -1823812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1823811.375000 Penalty: 3348.954590
	Iteration 72Q: 3 clusters Score -1823811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1823815.750000 Penalty: 3348.954590
	Iteration 73Q: 3 clusters Score -1823816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1823819.500000 Penalty: 3348.954590
	Iteration 74Q: 3 clusters Score -1823820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1823822.375000 Penalty: 3348.954590
	Iteration 75Q: 3 clusters Score -1823822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1823822.250000 Penalty: 3348.954590
	Iteration 76Q: 3 clusters Score -1823822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1823827.500000 Penalty: 3348.954590
	Iteration 77Q: 3 clusters Score -1823828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1823829.750000 Penalty: 3348.954590
	Iteration 78Q: 3 clusters Score -1823830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1823837.625000 Penalty: 3348.954590
	Iteration 79Q: 3 clusters Score -1823838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1823841.375000 Penalty: 3348.954590
	Iteration 80F: 3 clusters Score -1823841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1823845.625000 Penalty: 3348.954590
	Iteration 81Q: 3 clusters Score -1823846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1823853.000000 Penalty: 3348.954590
	Iteration 82Q: 3 clusters Score -1823853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1823849.375000 Penalty: 3348.954590
	Iteration 83Q: 3 clusters Score -1823849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1823855.750000 Penalty: 3348.954590
	Iteration 84Q: 3 clusters Score -1823856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1823855.250000 Penalty: 3348.954590
	Iteration 85Q: 3 clusters Score -1823855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1823864.125000 Penalty: 3348.954590
	Iteration 86Q: 3 clusters Score -1823864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1823865.125000 Penalty: 3348.954590
	Iteration 87Q: 3 clusters Score -1823865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1823872.000000 Penalty: 3348.954590
	Iteration 88Q: 3 clusters Score -1823872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1823876.000000 Penalty: 3348.954590
	Iteration 89Q: 3 clusters Score -1823876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1823875.000000 Penalty: 3348.954590
	Iteration 90Q: 3 clusters Score -1823875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1823882.625000 Penalty: 3348.954590
	Iteration 91Q: 3 clusters Score -1823883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1823879.875000 Penalty: 3348.954590
	Iteration 92Q: 3 clusters Score -1823880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1823880.250000 Penalty: 3348.954590
	Iteration 93Q: 3 clusters Score -1823880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1823883.500000 Penalty: 3348.954590
	Iteration 94Q: 3 clusters Score -1823884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1823884.875000 Penalty: 3348.954590
	Iteration 95Q: 3 clusters Score -1823885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1823887.250000 Penalty: 3348.954590
	Iteration 96Q: 3 clusters Score -1823887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1823885.375000 Penalty: 3348.954590
	Iteration 97Q: 3 clusters Score -1823885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1823883.000000 Penalty: 3348.954590
	Iteration 98Q: 3 clusters Score -1823883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1823887.125000 Penalty: 3348.954590
	Iteration 99Q: 3 clusters Score -1823887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1823887.875000 Penalty: 3348.954590
	Iteration 100F: 3 clusters Score -1823888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1823888.250000 Penalty: 3348.954590
	Iteration 101Q: 3 clusters Score -1823888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1823891.250000 Penalty: 3348.954590
	Iteration 102Q: 3 clusters Score -1823891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1823890.500000 Penalty: 3348.954590
	Iteration 103Q: 3 clusters Score -1823890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1823890.500000 Penalty: 3348.954590
	Iteration 104F: 3 clusters Score -1823890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Entering Unmasked Estep 
Score: -5376068.500000 Penalty: 1848.922852
	Iteration 0F: 2 clusters Score -5376068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -5317585.000000 Penalty: 3697.845703
	Iteration 0F: 3 clusters Score -5317585 nChanged 41841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -5342010.500000 Penalty: 3697.845703
	Iteration 1F: 3 clusters Score -5342010 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -5342982.000000 Penalty: 3697.845703
	Iteration 2Q: 3 clusters Score -5342982 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5344159.000000 Penalty: 3697.845703
	Iteration 3Q: 3 clusters Score -5344159 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5345458.500000 Penalty: 3697.845703
	Iteration 4Q: 3 clusters Score -5345458 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5347107.500000 Penalty: 3697.845703
	Iteration 5Q: 3 clusters Score -5347108 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -5349234.000000 Penalty: 3697.845703
	Iteration 6F: 3 clusters Score -5349234 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -5352060.000000 Penalty: 3697.845703
	Iteration 7F: 3 clusters Score -5352060 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -5355594.000000 Penalty: 3697.845703
	Iteration 8F: 3 clusters Score -5355594 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5359403.000000 Penalty: 3697.845703
	Iteration 9F: 3 clusters Score -5359403 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -5362642.000000 Penalty: 3697.845703
	Iteration 10F: 3 clusters Score -5362642 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -5364913.500000 Penalty: 3697.845703
	Iteration 11Q: 3 clusters Score -5364914 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -5366395.500000 Penalty: 3697.845703
	Iteration 12Q: 3 clusters Score -5366396 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -5367408.500000 Penalty: 3697.845703
	Iteration 13Q: 3 clusters Score -5367408 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -5368223.500000 Penalty: 3697.845703
	Iteration 14Q: 3 clusters Score -5368224 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -5368946.500000 Penalty: 3697.845703
	Iteration 15Q: 3 clusters Score -5368946 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -5369601.000000 Penalty: 3697.845703
	Iteration 16Q: 3 clusters Score -5369601 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -5370218.500000 Penalty: 3697.845703
	Iteration 17Q: 3 clusters Score -5370218 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -5370861.000000 Penalty: 3697.845703
	Iteration 18Q: 3 clusters Score -5370861 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -5371478.000000 Penalty: 3697.845703
	Iteration 19Q: 3 clusters Score -5371478 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82120 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -5372090.000000 Penalty: 3697.845703
	Iteration 20F: 3 clusters Score -5372090 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5372551.000000 Penalty: 3697.845703
	Iteration 21Q: 3 clusters Score -5372551 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5372954.000000 Penalty: 3697.845703
	Iteration 22Q: 3 clusters Score -5372954 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5373302.500000 Penalty: 3697.845703
	Iteration 23Q: 3 clusters Score -5373302 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5373581.500000 Penalty: 3697.845703
	Iteration 24Q: 3 clusters Score -5373582 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85338 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5373804.500000 Penalty: 3697.845703
	Iteration 25Q: 3 clusters Score -5373804 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5373987.000000 Penalty: 3697.845703
	Iteration 26Q: 3 clusters Score -5373987 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5374139.000000 Penalty: 3697.845703
	Iteration 27Q: 3 clusters Score -5374139 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5374238.000000 Penalty: 3697.845703
	Iteration 28Q: 3 clusters Score -5374238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5374316.500000 Penalty: 3697.845703
	Iteration 29Q: 3 clusters Score -5374316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86298 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5374369.000000 Penalty: 3697.845703
	Iteration 30Q: 3 clusters Score -5374369 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5374412.500000 Penalty: 3697.845703
	Iteration 31Q: 3 clusters Score -5374412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5374486.500000 Penalty: 3697.845703
	Iteration 32Q: 3 clusters Score -5374486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5374511.500000 Penalty: 3697.845703
	Iteration 33Q: 3 clusters Score -5374512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5374532.500000 Penalty: 3697.845703
	Iteration 34Q: 3 clusters Score -5374532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5374542.000000 Penalty: 3697.845703
	Iteration 35Q: 3 clusters Score -5374542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5374557.000000 Penalty: 3697.845703
	Iteration 36Q: 3 clusters Score -5374557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5374575.500000 Penalty: 3697.845703
	Iteration 37Q: 3 clusters Score -5374576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5374583.000000 Penalty: 3697.845703
	Iteration 38Q: 3 clusters Score -5374583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5374592.000000 Penalty: 3697.845703
	Iteration 39Q: 3 clusters Score -5374592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86662 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5374591.500000 Penalty: 3697.845703
	Iteration 40F: 3 clusters Score -5374592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5374604.000000 Penalty: 3697.845703
	Iteration 41Q: 3 clusters Score -5374604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5374608.000000 Penalty: 3697.845703
	Iteration 42Q: 3 clusters Score -5374608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5374608.000000 Penalty: 3697.845703
	Iteration 43Q: 3 clusters Score -5374608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5374608.000000 Penalty: 3697.845703
	Iteration 44Q: 3 clusters Score -5374608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5374610.500000 Penalty: 3697.845703
	Iteration 45Q: 3 clusters Score -5374610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5374618.000000 Penalty: 3697.845703
	Iteration 46Q: 3 clusters Score -5374618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5374620.000000 Penalty: 3697.845703
	Iteration 47Q: 3 clusters Score -5374620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5374620.000000 Penalty: 3697.845703
	Iteration 48Q: 3 clusters Score -5374620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5374620.000000 Penalty: 3697.845703
	Iteration 49F: 3 clusters Score -5374620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Entering Unmasked Estep 
Score: -405235.343750 Penalty: 1434.034058
	Iteration 0F: 2 clusters Score -405235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -400098.187500 Penalty: 2868.068115
	Iteration 0F: 3 clusters Score -400098.2 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -401750.656250 Penalty: 2868.068115
	Iteration 1F: 3 clusters Score -401750.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -402054.593750 Penalty: 2868.068115
	Iteration 2F: 3 clusters Score -402054.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -402353.000000 Penalty: 2868.068115
	Iteration 3F: 3 clusters Score -402353 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -402686.000000 Penalty: 2868.068115
	Iteration 4F: 3 clusters Score -402686 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -403079.156250 Penalty: 2868.068115
	Iteration 5F: 3 clusters Score -403079.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -403379.843750 Penalty: 2868.068115
	Iteration 6F: 3 clusters Score -403379.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -403579.687500 Penalty: 2868.068115
	Iteration 7F: 3 clusters Score -403579.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -403716.781250 Penalty: 2868.068115
	Iteration 8Q: 3 clusters Score -403716.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -403804.718750 Penalty: 2868.068115
	Iteration 9Q: 3 clusters Score -403804.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -403856.718750 Penalty: 2868.068115
	Iteration 10Q: 3 clusters Score -403856.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -403887.687500 Penalty: 2868.068115
	Iteration 11Q: 3 clusters Score -403887.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -403908.593750 Penalty: 2868.068115
	Iteration 12Q: 3 clusters Score -403908.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -403922.343750 Penalty: 2868.068115
	Iteration 13Q: 3 clusters Score -403922.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -403931.562500 Penalty: 2868.068115
	Iteration 14Q: 3 clusters Score -403931.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -403938.062500 Penalty: 2868.068115
	Iteration 15Q: 3 clusters Score -403938.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -403944.562500 Penalty: 2868.068115
	Iteration 16Q: 3 clusters Score -403944.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -403948.218750 Penalty: 2868.068115
	Iteration 17Q: 3 clusters Score -403948.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -403949.562500 Penalty: 2868.068115
	Iteration 18Q: 3 clusters Score -403949.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -403954.281250 Penalty: 2868.068115
	Iteration 19Q: 3 clusters Score -403954.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -403958.812500 Penalty: 2868.068115
	Iteration 20F: 3 clusters Score -403958.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -403964.062500 Penalty: 2868.068115
	Iteration 21Q: 3 clusters Score -403964.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -403968.843750 Penalty: 2868.068115
	Iteration 22Q: 3 clusters Score -403968.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -403972.625000 Penalty: 2868.068115
	Iteration 23Q: 3 clusters Score -403972.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -403974.312500 Penalty: 2868.068115
	Iteration 24Q: 3 clusters Score -403974.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -403976.468750 Penalty: 2868.068115
	Iteration 25Q: 3 clusters Score -403976.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -403979.937500 Penalty: 2868.068115
	Iteration 26Q: 3 clusters Score -403979.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -403983.687500 Penalty: 2868.068115
	Iteration 27Q: 3 clusters Score -403983.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -403985.781250 Penalty: 2868.068115
	Iteration 28Q: 3 clusters Score -403985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -403986.687500 Penalty: 2868.068115
	Iteration 29Q: 3 clusters Score -403986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -403986.843750 Penalty: 2868.068115
	Iteration 30Q: 3 clusters Score -403986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -403987.781250 Penalty: 2868.068115
	Iteration 31Q: 3 clusters Score -403987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -403988.812500 Penalty: 2868.068115
	Iteration 32Q: 3 clusters Score -403988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -403990.218750 Penalty: 2868.068115
	Iteration 33Q: 3 clusters Score -403990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -403990.781250 Penalty: 2868.068115
	Iteration 34Q: 3 clusters Score -403990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -403992.562500 Penalty: 2868.068115
	Iteration 35Q: 3 clusters Score -403992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -403993.937500 Penalty: 2868.068115
	Iteration 36Q: 3 clusters Score -403993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -403996.687500 Penalty: 2868.068115
	Iteration 37Q: 3 clusters Score -403996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -403997.062500 Penalty: 2868.068115
	Iteration 38Q: 3 clusters Score -403997.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -403998.968750 Penalty: 2868.068115
	Iteration 39Q: 3 clusters Score -403999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -404001.218750 Penalty: 2868.068115
	Iteration 40F: 3 clusters Score -404001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -404004.156250 Penalty: 2868.068115
	Iteration 41Q: 3 clusters Score -404004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -404005.343750 Penalty: 2868.068115
	Iteration 42Q: 3 clusters Score -404005.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -404007.937500 Penalty: 2868.068115
	Iteration 43Q: 3 clusters Score -404007.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -404010.968750 Penalty: 2868.068115
	Iteration 44Q: 3 clusters Score -404011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -404012.781250 Penalty: 2868.068115
	Iteration 45Q: 3 clusters Score -404012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -404013.093750 Penalty: 2868.068115
	Iteration 46Q: 3 clusters Score -404013.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -404017.500000 Penalty: 2868.068115
	Iteration 47Q: 3 clusters Score -404017.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -404020.468750 Penalty: 2868.068115
	Iteration 48Q: 3 clusters Score -404020.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -404026.031250 Penalty: 2868.068115
	Iteration 49Q: 3 clusters Score -404026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -404032.500000 Penalty: 2868.068115
	Iteration 50Q: 3 clusters Score -404032.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -404035.375000 Penalty: 2868.068115
	Iteration 51Q: 3 clusters Score -404035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -404039.562500 Penalty: 2868.068115
	Iteration 52Q: 3 clusters Score -404039.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -404042.343750 Penalty: 2868.068115
	Iteration 53Q: 3 clusters Score -404042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -404044.937500 Penalty: 2868.068115
	Iteration 54Q: 3 clusters Score -404044.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -404048.906250 Penalty: 2868.068115
	Iteration 55Q: 3 clusters Score -404048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -404048.781250 Penalty: 2868.068115
	Iteration 56Q: 3 clusters Score -404048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -404050.406250 Penalty: 2868.068115
	Iteration 57Q: 3 clusters Score -404050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -404050.937500 Penalty: 2868.068115
	Iteration 58Q: 3 clusters Score -404050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -404050.968750 Penalty: 2868.068115
	Iteration 59Q: 3 clusters Score -404051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -404051.125000 Penalty: 2868.068115
	Iteration 60F: 3 clusters Score -404051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -404051.625000 Penalty: 2868.068115
	Iteration 61Q: 3 clusters Score -404051.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -404051.625000 Penalty: 2868.068115
	Iteration 62F: 3 clusters Score -404051.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -361263.281250 Penalty: 1414.562500
	Iteration 0F: 2 clusters Score -361263.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -356546.000000 Penalty: 2829.125000
	Iteration 0F: 3 clusters Score -356546 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -358055.375000 Penalty: 2829.125000
	Iteration 1F: 3 clusters Score -358055.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -358442.125000 Penalty: 2829.125000
	Iteration 2F: 3 clusters Score -358442.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -358831.625000 Penalty: 2829.125000
	Iteration 3F: 3 clusters Score -358831.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -359167.750000 Penalty: 2829.125000
	Iteration 4F: 3 clusters Score -359167.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -359499.812500 Penalty: 2829.125000
	Iteration 5F: 3 clusters Score -359499.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -359859.750000 Penalty: 2829.125000
	Iteration 6F: 3 clusters Score -359859.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -360165.750000 Penalty: 2829.125000
	Iteration 7F: 3 clusters Score -360165.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -360390.968750 Penalty: 2829.125000
	Iteration 8Q: 3 clusters Score -360391 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -360544.125000 Penalty: 2829.125000
	Iteration 9Q: 3 clusters Score -360544.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -360621.375000 Penalty: 2829.125000
	Iteration 10Q: 3 clusters Score -360621.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -360680.937500 Penalty: 2829.125000
	Iteration 11Q: 3 clusters Score -360680.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -360721.812500 Penalty: 2829.125000
	Iteration 12Q: 3 clusters Score -360721.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -360757.531250 Penalty: 2829.125000
	Iteration 13Q: 3 clusters Score -360757.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -360781.687500 Penalty: 2829.125000
	Iteration 14Q: 3 clusters Score -360781.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -360794.250000 Penalty: 2829.125000
	Iteration 15Q: 3 clusters Score -360794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -360799.125000 Penalty: 2829.125000
	Iteration 16Q: 3 clusters Score -360799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -360801.250000 Penalty: 2829.125000
	Iteration 17Q: 3 clusters Score -360801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -360803.500000 Penalty: 2829.125000
	Iteration 18Q: 3 clusters Score -360803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -360804.406250 Penalty: 2829.125000
	Iteration 19Q: 3 clusters Score -360804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -360810.093750 Penalty: 2829.125000
	Iteration 20F: 3 clusters Score -360810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -360815.750000 Penalty: 2829.125000
	Iteration 21Q: 3 clusters Score -360815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -360820.687500 Penalty: 2829.125000
	Iteration 22Q: 3 clusters Score -360820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -360822.156250 Penalty: 2829.125000
	Iteration 23Q: 3 clusters Score -360822.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -360823.562500 Penalty: 2829.125000
	Iteration 24Q: 3 clusters Score -360823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -360827.031250 Penalty: 2829.125000
	Iteration 25Q: 3 clusters Score -360827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -360829.843750 Penalty: 2829.125000
	Iteration 26Q: 3 clusters Score -360829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -360829.937500 Penalty: 2829.125000
	Iteration 27Q: 3 clusters Score -360829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -360830.218750 Penalty: 2829.125000
	Iteration 28Q: 3 clusters Score -360830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -360830.593750 Penalty: 2829.125000
	Iteration 29Q: 3 clusters Score -360830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -360831.781250 Penalty: 2829.125000
	Iteration 30Q: 3 clusters Score -360831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -360831.875000 Penalty: 2829.125000
	Iteration 31Q: 3 clusters Score -360831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -360831.875000 Penalty: 2829.125000
	Iteration 32F: 3 clusters Score -360831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Entering Unmasked Estep 
Score: -921268.062500 Penalty: 1559.230103
	Iteration 0F: 2 clusters Score -921268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -911064.187500 Penalty: 3118.460205
	Iteration 0F: 3 clusters Score -911064.2 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -914535.625000 Penalty: 3118.460205
	Iteration 1F: 3 clusters Score -914535.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -914800.250000 Penalty: 3118.460205
	Iteration 2F: 3 clusters Score -914800.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -915028.312500 Penalty: 3118.460205
	Iteration 3Q: 3 clusters Score -915028.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -915251.875000 Penalty: 3118.460205
	Iteration 4Q: 3 clusters Score -915251.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -915498.500000 Penalty: 3118.460205
	Iteration 5Q: 3 clusters Score -915498.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -915761.062500 Penalty: 3118.460205
	Iteration 6Q: 3 clusters Score -915761.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -916016.000000 Penalty: 3118.460205
	Iteration 7Q: 3 clusters Score -916016 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -916238.750000 Penalty: 3118.460205
	Iteration 8Q: 3 clusters Score -916238.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -916463.687500 Penalty: 3118.460205
	Iteration 9Q: 3 clusters Score -916463.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -916675.687500 Penalty: 3118.460205
	Iteration 10Q: 3 clusters Score -916675.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -916912.375000 Penalty: 3118.460205
	Iteration 11Q: 3 clusters Score -916912.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -917171.500000 Penalty: 3118.460205
	Iteration 12Q: 3 clusters Score -917171.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -917443.000000 Penalty: 3118.460205
	Iteration 13Q: 3 clusters Score -917443 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -917721.750000 Penalty: 3118.460205
	Iteration 14Q: 3 clusters Score -917721.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -917981.875000 Penalty: 3118.460205
	Iteration 15Q: 3 clusters Score -917981.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -918173.937500 Penalty: 3118.460205
	Iteration 16Q: 3 clusters Score -918173.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -918306.750000 Penalty: 3118.460205
	Iteration 17Q: 3 clusters Score -918306.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -918405.187500 Penalty: 3118.460205
	Iteration 18Q: 3 clusters Score -918405.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -918478.062500 Penalty: 3118.460205
	Iteration 19Q: 3 clusters Score -918478.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -918527.937500 Penalty: 3118.460205
	Iteration 20F: 3 clusters Score -918527.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -918574.750000 Penalty: 3118.460205
	Iteration 21Q: 3 clusters Score -918574.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -918603.875000 Penalty: 3118.460205
	Iteration 22Q: 3 clusters Score -918603.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -918636.500000 Penalty: 3118.460205
	Iteration 23Q: 3 clusters Score -918636.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -918662.937500 Penalty: 3118.460205
	Iteration 24Q: 3 clusters Score -918662.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -918691.812500 Penalty: 3118.460205
	Iteration 25Q: 3 clusters Score -918691.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -918721.500000 Penalty: 3118.460205
	Iteration 26Q: 3 clusters Score -918721.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -918746.250000 Penalty: 3118.460205
	Iteration 27Q: 3 clusters Score -918746.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -918774.812500 Penalty: 3118.460205
	Iteration 28Q: 3 clusters Score -918774.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -918805.250000 Penalty: 3118.460205
	Iteration 29Q: 3 clusters Score -918805.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -918837.187500 Penalty: 3118.460205
	Iteration 30Q: 3 clusters Score -918837.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -918866.125000 Penalty: 3118.460205
	Iteration 31Q: 3 clusters Score -918866.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -918890.500000 Penalty: 3118.460205
	Iteration 32Q: 3 clusters Score -918890.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -918921.062500 Penalty: 3118.460205
	Iteration 33Q: 3 clusters Score -918921.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -918945.125000 Penalty: 3118.460205
	Iteration 34Q: 3 clusters Score -918945.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -918972.187500 Penalty: 3118.460205
	Iteration 35Q: 3 clusters Score -918972.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -918983.375000 Penalty: 3118.460205
	Iteration 36Q: 3 clusters Score -918983.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -919003.375000 Penalty: 3118.460205
	Iteration 37Q: 3 clusters Score -919003.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -919020.812500 Penalty: 3118.460205
	Iteration 38Q: 3 clusters Score -919020.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -919040.812500 Penalty: 3118.460205
	Iteration 39Q: 3 clusters Score -919040.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -919062.500000 Penalty: 3118.460205
	Iteration 40F: 3 clusters Score -919062.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -919082.687500 Penalty: 3118.460205
	Iteration 41Q: 3 clusters Score -919082.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -919102.187500 Penalty: 3118.460205
	Iteration 42Q: 3 clusters Score -919102.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -919120.062500 Penalty: 3118.460205
	Iteration 43Q: 3 clusters Score -919120.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -919138.937500 Penalty: 3118.460205
	Iteration 44Q: 3 clusters Score -919138.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -919153.437500 Penalty: 3118.460205
	Iteration 45Q: 3 clusters Score -919153.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -919172.000000 Penalty: 3118.460205
	Iteration 46Q: 3 clusters Score -919172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -919187.625000 Penalty: 3118.460205
	Iteration 47Q: 3 clusters Score -919187.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -919210.062500 Penalty: 3118.460205
	Iteration 48Q: 3 clusters Score -919210.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -919229.562500 Penalty: 3118.460205
	Iteration 49Q: 3 clusters Score -919229.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -919252.062500 Penalty: 3118.460205
	Iteration 50Q: 3 clusters Score -919252.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -919272.250000 Penalty: 3118.460205
	Iteration 51Q: 3 clusters Score -919272.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -919285.937500 Penalty: 3118.460205
	Iteration 52Q: 3 clusters Score -919285.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -919301.000000 Penalty: 3118.460205
	Iteration 53Q: 3 clusters Score -919301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -919316.687500 Penalty: 3118.460205
	Iteration 54Q: 3 clusters Score -919316.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -919333.937500 Penalty: 3118.460205
	Iteration 55Q: 3 clusters Score -919333.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -919356.437500 Penalty: 3118.460205
	Iteration 56Q: 3 clusters Score -919356.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -919382.812500 Penalty: 3118.460205
	Iteration 57Q: 3 clusters Score -919382.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -919422.687500 Penalty: 3118.460205
	Iteration 58Q: 3 clusters Score -919422.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -919469.000000 Penalty: 3118.460205
	Iteration 59Q: 3 clusters Score -919469 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -919518.250000 Penalty: 3118.460205
	Iteration 60F: 3 clusters Score -919518.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -919558.437500 Penalty: 3118.460205
	Iteration 61Q: 3 clusters Score -919558.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -919604.750000 Penalty: 3118.460205
	Iteration 62Q: 3 clusters Score -919604.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -919640.312500 Penalty: 3118.460205
	Iteration 63Q: 3 clusters Score -919640.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -919672.625000 Penalty: 3118.460205
	Iteration 64Q: 3 clusters Score -919672.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -919714.687500 Penalty: 3118.460205
	Iteration 65Q: 3 clusters Score -919714.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -919762.937500 Penalty: 3118.460205
	Iteration 66Q: 3 clusters Score -919762.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -919811.125000 Penalty: 3118.460205
	Iteration 67Q: 3 clusters Score -919811.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -919860.750000 Penalty: 3118.460205
	Iteration 68Q: 3 clusters Score -919860.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -919913.062500 Penalty: 3118.460205
	Iteration 69Q: 3 clusters Score -919913.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -919967.625000 Penalty: 3118.460205
	Iteration 70Q: 3 clusters Score -919967.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -920012.937500 Penalty: 3118.460205
	Iteration 71Q: 3 clusters Score -920012.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -920049.812500 Penalty: 3118.460205
	Iteration 72Q: 3 clusters Score -920049.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -920089.062500 Penalty: 3118.460205
	Iteration 73Q: 3 clusters Score -920089.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -920141.062500 Penalty: 3118.460205
	Iteration 74Q: 3 clusters Score -920141.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -920180.312500 Penalty: 3118.460205
	Iteration 75Q: 3 clusters Score -920180.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -920212.437500 Penalty: 3118.460205
	Iteration 76Q: 3 clusters Score -920212.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -920239.750000 Penalty: 3118.460205
	Iteration 77Q: 3 clusters Score -920239.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -920259.812500 Penalty: 3118.460205
	Iteration 78Q: 3 clusters Score -920259.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -920284.812500 Penalty: 3118.460205
	Iteration 79Q: 3 clusters Score -920284.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -920312.000000 Penalty: 3118.460205
	Iteration 80F: 3 clusters Score -920312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -920337.250000 Penalty: 3118.460205
	Iteration 81Q: 3 clusters Score -920337.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -920348.500000 Penalty: 3118.460205
	Iteration 82Q: 3 clusters Score -920348.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -920364.125000 Penalty: 3118.460205
	Iteration 83Q: 3 clusters Score -920364.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -920371.187500 Penalty: 3118.460205
	Iteration 84Q: 3 clusters Score -920371.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -920378.375000 Penalty: 3118.460205
	Iteration 85Q: 3 clusters Score -920378.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -920384.062500 Penalty: 3118.460205
	Iteration 86Q: 3 clusters Score -920384.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -920392.375000 Penalty: 3118.460205
	Iteration 87Q: 3 clusters Score -920392.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -920396.500000 Penalty: 3118.460205
	Iteration 88Q: 3 clusters Score -920396.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -920400.875000 Penalty: 3118.460205
	Iteration 89Q: 3 clusters Score -920400.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -920402.625000 Penalty: 3118.460205
	Iteration 90Q: 3 clusters Score -920402.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -920406.000000 Penalty: 3118.460205
	Iteration 91Q: 3 clusters Score -920406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -920409.500000 Penalty: 3118.460205
	Iteration 92Q: 3 clusters Score -920409.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -920410.125000 Penalty: 3118.460205
	Iteration 93Q: 3 clusters Score -920410.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -920413.687500 Penalty: 3118.460205
	Iteration 94Q: 3 clusters Score -920413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -920414.812500 Penalty: 3118.460205
	Iteration 95Q: 3 clusters Score -920414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -920416.375000 Penalty: 3118.460205
	Iteration 96Q: 3 clusters Score -920416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -920421.500000 Penalty: 3118.460205
	Iteration 97Q: 3 clusters Score -920421.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -920421.437500 Penalty: 3118.460205
	Iteration 98Q: 3 clusters Score -920421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -920424.812500 Penalty: 3118.460205
	Iteration 99Q: 3 clusters Score -920424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -920425.500000 Penalty: 3118.460205
	Iteration 100F: 3 clusters Score -920425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -920429.062500 Penalty: 3118.460205
	Iteration 101Q: 3 clusters Score -920429.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -920432.437500 Penalty: 3118.460205
	Iteration 102Q: 3 clusters Score -920432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -920431.750000 Penalty: 3118.460205
	Iteration 103Q: 3 clusters Score -920431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -920435.562500 Penalty: 3118.460205
	Iteration 104Q: 3 clusters Score -920435.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -920435.812500 Penalty: 3118.460205
	Iteration 105Q: 3 clusters Score -920435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -920437.312500 Penalty: 3118.460205
	Iteration 106Q: 3 clusters Score -920437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -920438.625000 Penalty: 3118.460205
	Iteration 107Q: 3 clusters Score -920438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -920439.687500 Penalty: 3118.460205
	Iteration 108Q: 3 clusters Score -920439.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -920439.000000 Penalty: 3118.460205
	Iteration 109Q: 3 clusters Score -920439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -920439.750000 Penalty: 3118.460205
	Iteration 110Q: 3 clusters Score -920439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -920440.625000 Penalty: 3118.460205
	Iteration 111Q: 3 clusters Score -920440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -920440.625000 Penalty: 3118.460205
	Iteration 112F: 3 clusters Score -920440.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Entering Unmasked Estep 
Score: -1718892.000000 Penalty: 1663.377075
	Iteration 0F: 2 clusters Score -1718892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1700076.250000 Penalty: 3326.754150
	Iteration 0F: 3 clusters Score -1700076 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1706971.375000 Penalty: 3326.754150
	Iteration 1F: 3 clusters Score -1706971 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1707286.750000 Penalty: 3326.754150
	Iteration 2Q: 3 clusters Score -1707287 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1707565.625000 Penalty: 3326.754150
	Iteration 3Q: 3 clusters Score -1707566 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1707805.125000 Penalty: 3326.754150
	Iteration 4Q: 3 clusters Score -1707805 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1708053.125000 Penalty: 3326.754150
	Iteration 5Q: 3 clusters Score -1708053 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1708329.125000 Penalty: 3326.754150
	Iteration 6Q: 3 clusters Score -1708329 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1708680.125000 Penalty: 3326.754150
	Iteration 7Q: 3 clusters Score -1708680 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1709121.000000 Penalty: 3326.754150
	Iteration 8Q: 3 clusters Score -1709121 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1709616.875000 Penalty: 3326.754150
	Iteration 9Q: 3 clusters Score -1709617 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1710141.875000 Penalty: 3326.754150
	Iteration 10Q: 3 clusters Score -1710142 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1710695.375000 Penalty: 3326.754150
	Iteration 11Q: 3 clusters Score -1710695 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1711306.000000 Penalty: 3326.754150
	Iteration 12Q: 3 clusters Score -1711306 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1712004.625000 Penalty: 3326.754150
	Iteration 13Q: 3 clusters Score -1712005 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1712708.500000 Penalty: 3326.754150
	Iteration 14Q: 3 clusters Score -1712708 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -1713306.875000 Penalty: 3326.754150
	Iteration 15Q: 3 clusters Score -1713307 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -1713779.625000 Penalty: 3326.754150
	Iteration 16Q: 3 clusters Score -1713780 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -1714135.125000 Penalty: 3326.754150
	Iteration 17Q: 3 clusters Score -1714135 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -1714397.500000 Penalty: 3326.754150
	Iteration 18Q: 3 clusters Score -1714398 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -1714622.625000 Penalty: 3326.754150
	Iteration 19Q: 3 clusters Score -1714623 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -1714835.375000 Penalty: 3326.754150
	Iteration 20F: 3 clusters Score -1714835 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1715041.750000 Penalty: 3326.754150
	Iteration 21Q: 3 clusters Score -1715042 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -1715258.375000 Penalty: 3326.754150
	Iteration 22Q: 3 clusters Score -1715258 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -1715494.000000 Penalty: 3326.754150
	Iteration 23Q: 3 clusters Score -1715494 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -1715767.500000 Penalty: 3326.754150
	Iteration 24Q: 3 clusters Score -1715768 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -1716027.000000 Penalty: 3326.754150
	Iteration 25Q: 3 clusters Score -1716027 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -1716268.875000 Penalty: 3326.754150
	Iteration 26Q: 3 clusters Score -1716269 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -1716474.625000 Penalty: 3326.754150
	Iteration 27Q: 3 clusters Score -1716475 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -1716657.625000 Penalty: 3326.754150
	Iteration 28Q: 3 clusters Score -1716658 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -1716803.250000 Penalty: 3326.754150
	Iteration 29Q: 3 clusters Score -1716803 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -1716938.250000 Penalty: 3326.754150
	Iteration 30Q: 3 clusters Score -1716938 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -1717038.125000 Penalty: 3326.754150
	Iteration 31Q: 3 clusters Score -1717038 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -1717124.750000 Penalty: 3326.754150
	Iteration 32Q: 3 clusters Score -1717125 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -1717193.250000 Penalty: 3326.754150
	Iteration 33Q: 3 clusters Score -1717193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -1717247.250000 Penalty: 3326.754150
	Iteration 34Q: 3 clusters Score -1717247 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -1717313.500000 Penalty: 3326.754150
	Iteration 35Q: 3 clusters Score -1717314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -1717362.500000 Penalty: 3326.754150
	Iteration 36Q: 3 clusters Score -1717362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -1717393.750000 Penalty: 3326.754150
	Iteration 37Q: 3 clusters Score -1717394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -1717415.375000 Penalty: 3326.754150
	Iteration 38Q: 3 clusters Score -1717415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -1717432.750000 Penalty: 3326.754150
	Iteration 39Q: 3 clusters Score -1717433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -1717440.625000 Penalty: 3326.754150
	Iteration 40F: 3 clusters Score -1717441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -1717455.250000 Penalty: 3326.754150
	Iteration 41Q: 3 clusters Score -1717455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -1717461.250000 Penalty: 3326.754150
	Iteration 42Q: 3 clusters Score -1717461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -1717471.875000 Penalty: 3326.754150
	Iteration 43Q: 3 clusters Score -1717472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -1717481.250000 Penalty: 3326.754150
	Iteration 44Q: 3 clusters Score -1717481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -1717489.125000 Penalty: 3326.754150
	Iteration 45Q: 3 clusters Score -1717489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -1717494.625000 Penalty: 3326.754150
	Iteration 46Q: 3 clusters Score -1717495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -1717500.000000 Penalty: 3326.754150
	Iteration 47Q: 3 clusters Score -1717500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -1717507.125000 Penalty: 3326.754150
	Iteration 48Q: 3 clusters Score -1717507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -1717511.375000 Penalty: 3326.754150
	Iteration 49Q: 3 clusters Score -1717511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -1717512.750000 Penalty: 3326.754150
	Iteration 50Q: 3 clusters Score -1717513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -1717514.000000 Penalty: 3326.754150
	Iteration 51Q: 3 clusters Score -1717514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -1717515.500000 Penalty: 3326.754150
	Iteration 52Q: 3 clusters Score -1717516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -1717519.125000 Penalty: 3326.754150
	Iteration 53Q: 3 clusters Score -1717519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -1717522.375000 Penalty: 3326.754150
	Iteration 54Q: 3 clusters Score -1717522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -1717527.125000 Penalty: 3326.754150
	Iteration 55Q: 3 clusters Score -1717527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -1717529.250000 Penalty: 3326.754150
	Iteration 56Q: 3 clusters Score -1717529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -1717531.375000 Penalty: 3326.754150
	Iteration 57Q: 3 clusters Score -1717531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -1717538.000000 Penalty: 3326.754150
	Iteration 58Q: 3 clusters Score -1717538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -1717537.125000 Penalty: 3326.754150
	Iteration 59Q: 3 clusters Score -1717537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -1717537.750000 Penalty: 3326.754150
	Iteration 60F: 3 clusters Score -1717538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 59613 members 
Mstep: Class 3 contains 103060 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87377 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 22 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947588.000000 Penalty: 44484.289062
Iteration 159Q: 22 clusters Score -2.694759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 59608 members 
Mstep: Class 3 contains 103062 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3664 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87388 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 22 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947600.000000 Penalty: 44484.289062
Iteration 160F: 22 clusters Score -2.69476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 59598 members 
Mstep: Class 3 contains 103062 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3663 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87404 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 22 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947586.000000 Penalty: 44484.289062
Iteration 161Q: 22 clusters Score -2.694759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 59590 members 
Mstep: Class 3 contains 103061 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87416 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 22 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947598.000000 Penalty: 44484.289062
Iteration 162Q: 22 clusters Score -2.69476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 59581 members 
Mstep: Class 3 contains 103061 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87427 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 22 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947602.000000 Penalty: 44484.289062
Iteration 163Q: 22 clusters Score -2.69476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 59574 members 
Mstep: Class 3 contains 103062 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16051 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87438 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 22 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947594.000000 Penalty: 44484.289062
Iteration 164Q: 22 clusters Score -2.694759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 59566 members 
Mstep: Class 3 contains 103064 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87452 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 22 contains 27893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947588.000000 Penalty: 44484.289062
Iteration 165Q: 22 clusters Score -2.694759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 59555 members 
Mstep: Class 3 contains 103064 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16045 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29901 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87469 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 22 contains 27893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947586.000000 Penalty: 44484.289062
Iteration 166Q: 22 clusters Score -2.694759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 59539 members 
Mstep: Class 3 contains 103063 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16045 members 
Mstep: Class 7 contains 15778 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29901 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87485 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14698 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947580.000000 Penalty: 44484.289062
Iteration 167Q: 22 clusters Score -2.694758e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 59517 members 
Mstep: Class 3 contains 103063 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15779 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29901 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87509 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14699 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947582.000000 Penalty: 44484.289062
Iteration 168Q: 22 clusters Score -2.694758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 59498 members 
Mstep: Class 3 contains 103063 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15778 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87535 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 22 contains 27893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947594.000000 Penalty: 44484.289062
Iteration 169Q: 22 clusters Score -2.694759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 59479 members 
Mstep: Class 3 contains 103064 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87558 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947614.000000 Penalty: 44484.289062
Iteration 170Q: 22 clusters Score -2.694761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 59465 members 
Mstep: Class 3 contains 103065 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87577 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947610.000000 Penalty: 44484.289062
Iteration 171Q: 22 clusters Score -2.694761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 59445 members 
Mstep: Class 3 contains 103067 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29897 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87601 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947640.000000 Penalty: 44484.289062
Iteration 172Q: 22 clusters Score -2.694764e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 59427 members 
Mstep: Class 3 contains 103069 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15779 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29894 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87619 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 22 contains 27893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947618.000000 Penalty: 44484.289062
Iteration 173Q: 22 clusters Score -2.694762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 59411 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15778 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87643 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947606.000000 Penalty: 44484.289062
Iteration 174Q: 22 clusters Score -2.694761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 59406 members 
Mstep: Class 3 contains 103069 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29894 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87651 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947600.000000 Penalty: 44484.289062
Iteration 175Q: 22 clusters Score -2.69476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 59403 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87655 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947610.000000 Penalty: 44484.289062
Iteration 176Q: 22 clusters Score -2.694761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 59402 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87657 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947616.000000 Penalty: 44484.289062
Iteration 177Q: 22 clusters Score -2.694762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 59401 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87658 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947622.000000 Penalty: 44484.289062
Iteration 178Q: 22 clusters Score -2.694762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 59399 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87660 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947622.000000 Penalty: 44484.289062
Iteration 179Q: 22 clusters Score -2.694762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 59395 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87664 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947606.000000 Penalty: 44484.289062
Iteration 180F: 22 clusters Score -2.694761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 59395 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87665 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947608.000000 Penalty: 44484.289062
Iteration 181Q: 22 clusters Score -2.694761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 59395 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87668 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947618.000000 Penalty: 44484.289062
Iteration 182Q: 22 clusters Score -2.694762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 59394 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87672 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947622.000000 Penalty: 44484.289062
Iteration 183Q: 22 clusters Score -2.694762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 59392 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87677 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947638.000000 Penalty: 44484.289062
Iteration 184Q: 22 clusters Score -2.694764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 59389 members 
Mstep: Class 3 contains 103069 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87681 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947630.000000 Penalty: 44484.289062
Iteration 185Q: 22 clusters Score -2.694763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 59387 members 
Mstep: Class 3 contains 103069 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29895 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87685 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947646.000000 Penalty: 44484.289062
Iteration 186Q: 22 clusters Score -2.694765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 59383 members 
Mstep: Class 3 contains 103071 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29895 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87689 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947624.000000 Penalty: 44484.289062
Iteration 187Q: 22 clusters Score -2.694762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 59382 members 
Mstep: Class 3 contains 103071 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29895 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87694 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14691 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947628.000000 Penalty: 44484.289062
Iteration 188Q: 22 clusters Score -2.694763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 59382 members 
Mstep: Class 3 contains 103073 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29894 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87697 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947652.000000 Penalty: 44484.289062
Iteration 189Q: 22 clusters Score -2.694765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 59381 members 
Mstep: Class 3 contains 103073 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29894 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87701 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 22 contains 27891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947638.000000 Penalty: 44484.289062
Iteration 190Q: 22 clusters Score -2.694764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 59379 members 
Mstep: Class 3 contains 103073 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87706 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 22 contains 27891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947646.000000 Penalty: 44484.289062
Iteration 191Q: 22 clusters Score -2.694765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 59378 members 
Mstep: Class 3 contains 103073 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87708 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 22 contains 27891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947642.000000 Penalty: 44484.289062
Iteration 192Q: 22 clusters Score -2.694764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 59376 members 
Mstep: Class 3 contains 103073 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87711 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 22 contains 27891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947628.000000 Penalty: 44484.289062
Iteration 193Q: 22 clusters Score -2.694763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 59374 members 
Mstep: Class 3 contains 103073 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87713 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 22 contains 27891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947622.000000 Penalty: 44484.289062
Iteration 194Q: 22 clusters Score -2.694762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 59373 members 
Mstep: Class 3 contains 103073 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87714 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 22 contains 27891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947624.000000 Penalty: 44484.289062
Iteration 195Q: 22 clusters Score -2.694762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 59373 members 
Mstep: Class 3 contains 103073 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87714 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 22 contains 27891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947624.000000 Penalty: 44484.289062
Iteration 196F: 22 clusters Score -2.694762e+07 nChanged 0
Entering ConstructFrom: 
Score: -26947624.000000 Penalty: 44484.289062
Entering ConstructFrom: 
Trying to split cluster 1 (15081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Entering Unmasked Estep 
Score: -929734.187500 Penalty: 1563.443481
	Iteration 0F: 2 clusters Score -929734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -919317.937500 Penalty: 3126.886963
	Iteration 0F: 3 clusters Score -919317.9 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -922979.375000 Penalty: 3126.886963
	Iteration 1F: 3 clusters Score -922979.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -923195.062500 Penalty: 3126.886963
	Iteration 2Q: 3 clusters Score -923195.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -923344.000000 Penalty: 3126.886963
	Iteration 3Q: 3 clusters Score -923344 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -923449.312500 Penalty: 3126.886963
	Iteration 4Q: 3 clusters Score -923449.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -923536.812500 Penalty: 3126.886963
	Iteration 5Q: 3 clusters Score -923536.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -923629.187500 Penalty: 3126.886963
	Iteration 6Q: 3 clusters Score -923629.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -923721.000000 Penalty: 3126.886963
	Iteration 7Q: 3 clusters Score -923721 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -923804.437500 Penalty: 3126.886963
	Iteration 8Q: 3 clusters Score -923804.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -923899.062500 Penalty: 3126.886963
	Iteration 9Q: 3 clusters Score -923899.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -924005.625000 Penalty: 3126.886963
	Iteration 10Q: 3 clusters Score -924005.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -924116.562500 Penalty: 3126.886963
	Iteration 11Q: 3 clusters Score -924116.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -924256.875000 Penalty: 3126.886963
	Iteration 12Q: 3 clusters Score -924256.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -924410.312500 Penalty: 3126.886963
	Iteration 13Q: 3 clusters Score -924410.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -924604.125000 Penalty: 3126.886963
	Iteration 14Q: 3 clusters Score -924604.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -924832.750000 Penalty: 3126.886963
	Iteration 15Q: 3 clusters Score -924832.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -925128.562500 Penalty: 3126.886963
	Iteration 16Q: 3 clusters Score -925128.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -925461.750000 Penalty: 3126.886963
	Iteration 17Q: 3 clusters Score -925461.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -925822.562500 Penalty: 3126.886963
	Iteration 18Q: 3 clusters Score -925822.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -926216.312500 Penalty: 3126.886963
	Iteration 19Q: 3 clusters Score -926216.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -926610.312500 Penalty: 3126.886963
	Iteration 20F: 3 clusters Score -926610.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -926957.125000 Penalty: 3126.886963
	Iteration 21Q: 3 clusters Score -926957.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -927252.000000 Penalty: 3126.886963
	Iteration 22Q: 3 clusters Score -927252 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -927536.000000 Penalty: 3126.886963
	Iteration 23Q: 3 clusters Score -927536 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -927801.500000 Penalty: 3126.886963
	Iteration 24Q: 3 clusters Score -927801.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -927975.937500 Penalty: 3126.886963
	Iteration 25Q: 3 clusters Score -927975.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -928091.625000 Penalty: 3126.886963
	Iteration 26Q: 3 clusters Score -928091.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -928170.250000 Penalty: 3126.886963
	Iteration 27Q: 3 clusters Score -928170.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -928233.937500 Penalty: 3126.886963
	Iteration 28Q: 3 clusters Score -928233.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -928289.625000 Penalty: 3126.886963
	Iteration 29Q: 3 clusters Score -928289.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -928315.625000 Penalty: 3126.886963
	Iteration 30Q: 3 clusters Score -928315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -928327.000000 Penalty: 3126.886963
	Iteration 31Q: 3 clusters Score -928327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -928336.250000 Penalty: 3126.886963
	Iteration 32Q: 3 clusters Score -928336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -928344.750000 Penalty: 3126.886963
	Iteration 33Q: 3 clusters Score -928344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -928346.625000 Penalty: 3126.886963
	Iteration 34Q: 3 clusters Score -928346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -928347.875000 Penalty: 3126.886963
	Iteration 35Q: 3 clusters Score -928347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -928348.812500 Penalty: 3126.886963
	Iteration 36Q: 3 clusters Score -928348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -928348.812500 Penalty: 3126.886963
	Iteration 37F: 3 clusters Score -928348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Entering Unmasked Estep 
Score: -3678051.750000 Penalty: 1786.134277
	Iteration 0F: 2 clusters Score -3678052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3638426.000000 Penalty: 3572.268555
	Iteration 0F: 3 clusters Score -3638426 nChanged 27844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -3654296.500000 Penalty: 3572.268555
	Iteration 1F: 3 clusters Score -3654296 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -3655112.250000 Penalty: 3572.268555
	Iteration 2Q: 3 clusters Score -3655112 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -3656327.500000 Penalty: 3572.268555
	Iteration 3Q: 3 clusters Score -3656328 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -3658255.250000 Penalty: 3572.268555
	Iteration 4F: 3 clusters Score -3658255 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -3661539.500000 Penalty: 3572.268555
	Iteration 5F: 3 clusters Score -3661540 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -3666389.250000 Penalty: 3572.268555
	Iteration 6F: 3 clusters Score -3666389 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -3671189.750000 Penalty: 3572.268555
	Iteration 7F: 3 clusters Score -3671190 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -3674217.500000 Penalty: 3572.268555
	Iteration 8F: 3 clusters Score -3674218 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -3675603.500000 Penalty: 3572.268555
	Iteration 9Q: 3 clusters Score -3675604 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -3676156.750000 Penalty: 3572.268555
	Iteration 10Q: 3 clusters Score -3676157 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -3676355.750000 Penalty: 3572.268555
	Iteration 11Q: 3 clusters Score -3676356 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -3676436.250000 Penalty: 3572.268555
	Iteration 12Q: 3 clusters Score -3676436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -3676481.000000 Penalty: 3572.268555
	Iteration 13Q: 3 clusters Score -3676481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -3676512.500000 Penalty: 3572.268555
	Iteration 14Q: 3 clusters Score -3676512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -3676548.500000 Penalty: 3572.268555
	Iteration 15Q: 3 clusters Score -3676548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -3676569.750000 Penalty: 3572.268555
	Iteration 16Q: 3 clusters Score -3676570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -3676584.750000 Penalty: 3572.268555
	Iteration 17Q: 3 clusters Score -3676585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -3676595.500000 Penalty: 3572.268555
	Iteration 18Q: 3 clusters Score -3676596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -3676598.500000 Penalty: 3572.268555
	Iteration 19Q: 3 clusters Score -3676598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -3676603.750000 Penalty: 3572.268555
	Iteration 20F: 3 clusters Score -3676604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -3676611.000000 Penalty: 3572.268555
	Iteration 21Q: 3 clusters Score -3676611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -3676614.000000 Penalty: 3572.268555
	Iteration 22Q: 3 clusters Score -3676614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -3676617.500000 Penalty: 3572.268555
	Iteration 23Q: 3 clusters Score -3676618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -3676620.750000 Penalty: 3572.268555
	Iteration 24Q: 3 clusters Score -3676621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -3676622.250000 Penalty: 3572.268555
	Iteration 25Q: 3 clusters Score -3676622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -3676623.500000 Penalty: 3572.268555
	Iteration 26Q: 3 clusters Score -3676624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -3676625.000000 Penalty: 3572.268555
	Iteration 27Q: 3 clusters Score -3676625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -3676624.500000 Penalty: 3572.268555
	Iteration 28Q: 3 clusters Score -3676624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -3676624.500000 Penalty: 3572.268555
	Iteration 29F: 3 clusters Score -3676624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Entering Unmasked Estep 
Score: -6359384.500000 Penalty: 1875.768799
	Iteration 0F: 2 clusters Score -6359384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -6290468.500000 Penalty: 3751.537598
	Iteration 0F: 3 clusters Score -6290468 nChanged 49460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -6319201.000000 Penalty: 3751.537598
	Iteration 1F: 3 clusters Score -6319201 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -6320285.000000 Penalty: 3751.537598
	Iteration 2Q: 3 clusters Score -6320285 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -6322313.000000 Penalty: 3751.537598
	Iteration 3Q: 3 clusters Score -6322313 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -6325744.000000 Penalty: 3751.537598
	Iteration 4F: 3 clusters Score -6325744 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -6331558.500000 Penalty: 3751.537598
	Iteration 5F: 3 clusters Score -6331558 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -6339506.500000 Penalty: 3751.537598
	Iteration 6F: 3 clusters Score -6339506 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -6347632.500000 Penalty: 3751.537598
	Iteration 7F: 3 clusters Score -6347632 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -6353098.000000 Penalty: 3751.537598
	Iteration 8F: 3 clusters Score -6353098 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100221 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6355845.500000 Penalty: 3751.537598
	Iteration 9Q: 3 clusters Score -6355846 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6356930.500000 Penalty: 3751.537598
	Iteration 10Q: 3 clusters Score -6356930 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102225 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6357424.000000 Penalty: 3751.537598
	Iteration 11Q: 3 clusters Score -6357424 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6357641.000000 Penalty: 3751.537598
	Iteration 12Q: 3 clusters Score -6357641 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6357714.500000 Penalty: 3751.537598
	Iteration 13Q: 3 clusters Score -6357714 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6357760.500000 Penalty: 3751.537598
	Iteration 14Q: 3 clusters Score -6357760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6357776.500000 Penalty: 3751.537598
	Iteration 15Q: 3 clusters Score -6357776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6357818.500000 Penalty: 3751.537598
	Iteration 16Q: 3 clusters Score -6357818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6357840.500000 Penalty: 3751.537598
	Iteration 17Q: 3 clusters Score -6357840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6357850.000000 Penalty: 3751.537598
	Iteration 18Q: 3 clusters Score -6357850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102700 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6357850.500000 Penalty: 3751.537598
	Iteration 19Q: 3 clusters Score -6357850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6357851.000000 Penalty: 3751.537598
	Iteration 20F: 3 clusters Score -6357851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6357859.500000 Penalty: 3751.537598
	Iteration 21Q: 3 clusters Score -6357860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6357858.500000 Penalty: 3751.537598
	Iteration 22Q: 3 clusters Score -6357858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6357866.000000 Penalty: 3751.537598
	Iteration 23Q: 3 clusters Score -6357866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6357866.000000 Penalty: 3751.537598
	Iteration 24F: 3 clusters Score -6357866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Entering Unmasked Estep 
Score: -699592.625000 Penalty: 1522.609497
	Iteration 0F: 2 clusters Score -699592.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -691219.875000 Penalty: 3045.218994
	Iteration 0F: 3 clusters Score -691219.9 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -694058.875000 Penalty: 3045.218994
	Iteration 1F: 3 clusters Score -694058.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -694404.125000 Penalty: 3045.218994
	Iteration 2F: 3 clusters Score -694404.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -694731.187500 Penalty: 3045.218994
	Iteration 3F: 3 clusters Score -694731.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -695048.625000 Penalty: 3045.218994
	Iteration 4F: 3 clusters Score -695048.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -695342.437500 Penalty: 3045.218994
	Iteration 5Q: 3 clusters Score -695342.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -695651.562500 Penalty: 3045.218994
	Iteration 6Q: 3 clusters Score -695651.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -695980.750000 Penalty: 3045.218994
	Iteration 7Q: 3 clusters Score -695980.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -696348.250000 Penalty: 3045.218994
	Iteration 8Q: 3 clusters Score -696348.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -696753.937500 Penalty: 3045.218994
	Iteration 9Q: 3 clusters Score -696753.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -697141.687500 Penalty: 3045.218994
	Iteration 10Q: 3 clusters Score -697141.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -697504.125000 Penalty: 3045.218994
	Iteration 11Q: 3 clusters Score -697504.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -697805.375000 Penalty: 3045.218994
	Iteration 12Q: 3 clusters Score -697805.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -698095.375000 Penalty: 3045.218994
	Iteration 13Q: 3 clusters Score -698095.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -698343.187500 Penalty: 3045.218994
	Iteration 14Q: 3 clusters Score -698343.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -698525.437500 Penalty: 3045.218994
	Iteration 15Q: 3 clusters Score -698525.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -698654.000000 Penalty: 3045.218994
	Iteration 16Q: 3 clusters Score -698654 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -698743.375000 Penalty: 3045.218994
	Iteration 17Q: 3 clusters Score -698743.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -698806.750000 Penalty: 3045.218994
	Iteration 18Q: 3 clusters Score -698806.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -698846.687500 Penalty: 3045.218994
	Iteration 19Q: 3 clusters Score -698846.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -698871.437500 Penalty: 3045.218994
	Iteration 20F: 3 clusters Score -698871.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -698889.312500 Penalty: 3045.218994
	Iteration 21Q: 3 clusters Score -698889.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -698906.875000 Penalty: 3045.218994
	Iteration 22Q: 3 clusters Score -698906.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -698918.187500 Penalty: 3045.218994
	Iteration 23Q: 3 clusters Score -698918.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -698930.000000 Penalty: 3045.218994
	Iteration 24Q: 3 clusters Score -698930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -698940.937500 Penalty: 3045.218994
	Iteration 25Q: 3 clusters Score -698940.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -698945.125000 Penalty: 3045.218994
	Iteration 26Q: 3 clusters Score -698945.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -698958.875000 Penalty: 3045.218994
	Iteration 27Q: 3 clusters Score -698958.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -698965.187500 Penalty: 3045.218994
	Iteration 28Q: 3 clusters Score -698965.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -698970.750000 Penalty: 3045.218994
	Iteration 29Q: 3 clusters Score -698970.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -698975.875000 Penalty: 3045.218994
	Iteration 30Q: 3 clusters Score -698975.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -698979.937500 Penalty: 3045.218994
	Iteration 31Q: 3 clusters Score -698979.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -698977.500000 Penalty: 3045.218994
	Iteration 32Q: 3 clusters Score -698977.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -698979.187500 Penalty: 3045.218994
	Iteration 33Q: 3 clusters Score -698979.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -698981.500000 Penalty: 3045.218994
	Iteration 34Q: 3 clusters Score -698981.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -698983.437500 Penalty: 3045.218994
	Iteration 35Q: 3 clusters Score -698983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -698982.750000 Penalty: 3045.218994
	Iteration 36Q: 3 clusters Score -698982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -698983.937500 Penalty: 3045.218994
	Iteration 37Q: 3 clusters Score -698983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -698984.250000 Penalty: 3045.218994
	Iteration 38Q: 3 clusters Score -698984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -698983.812500 Penalty: 3045.218994
	Iteration 39Q: 3 clusters Score -698983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -698983.875000 Penalty: 3045.218994
	Iteration 40F: 3 clusters Score -698983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -698982.812500 Penalty: 3045.218994
	Iteration 41Q: 3 clusters Score -698982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -698984.125000 Penalty: 3045.218994
	Iteration 42Q: 3 clusters Score -698984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -698984.125000 Penalty: 3045.218994
	Iteration 43F: 3 clusters Score -698984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -154500.828125 Penalty: 1286.540405
	Iteration 0F: 2 clusters Score -154500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -151961.734375 Penalty: 2573.080811
	Iteration 0F: 3 clusters Score -151961.7 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -152656.921875 Penalty: 2573.080811
	Iteration 1F: 3 clusters Score -152656.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -152833.171875 Penalty: 2573.080811
	Iteration 2F: 3 clusters Score -152833.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -152946.390625 Penalty: 2573.080811
	Iteration 3F: 3 clusters Score -152946.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -153031.406250 Penalty: 2573.080811
	Iteration 4Q: 3 clusters Score -153031.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -153120.468750 Penalty: 2573.080811
	Iteration 5Q: 3 clusters Score -153120.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -153210.859375 Penalty: 2573.080811
	Iteration 6Q: 3 clusters Score -153210.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -153315.906250 Penalty: 2573.080811
	Iteration 7Q: 3 clusters Score -153315.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -153407.218750 Penalty: 2573.080811
	Iteration 8Q: 3 clusters Score -153407.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -153484.062500 Penalty: 2573.080811
	Iteration 9Q: 3 clusters Score -153484.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -153570.531250 Penalty: 2573.080811
	Iteration 10Q: 3 clusters Score -153570.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -153650.906250 Penalty: 2573.080811
	Iteration 11Q: 3 clusters Score -153650.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -153739.187500 Penalty: 2573.080811
	Iteration 12Q: 3 clusters Score -153739.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -153806.125000 Penalty: 2573.080811
	Iteration 13Q: 3 clusters Score -153806.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -153843.906250 Penalty: 2573.080811
	Iteration 14Q: 3 clusters Score -153843.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -153868.218750 Penalty: 2573.080811
	Iteration 15Q: 3 clusters Score -153868.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -153895.140625 Penalty: 2573.080811
	Iteration 16Q: 3 clusters Score -153895.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -153920.781250 Penalty: 2573.080811
	Iteration 17Q: 3 clusters Score -153920.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -153935.859375 Penalty: 2573.080811
	Iteration 18Q: 3 clusters Score -153935.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -153949.718750 Penalty: 2573.080811
	Iteration 19Q: 3 clusters Score -153949.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -153959.968750 Penalty: 2573.080811
	Iteration 20F: 3 clusters Score -153960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -153969.265625 Penalty: 2573.080811
	Iteration 21Q: 3 clusters Score -153969.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -153975.875000 Penalty: 2573.080811
	Iteration 22Q: 3 clusters Score -153975.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -153983.140625 Penalty: 2573.080811
	Iteration 23Q: 3 clusters Score -153983.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -153988.296875 Penalty: 2573.080811
	Iteration 24Q: 3 clusters Score -153988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -153996.796875 Penalty: 2573.080811
	Iteration 25Q: 3 clusters Score -153996.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -154006.984375 Penalty: 2573.080811
	Iteration 26Q: 3 clusters Score -154007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -154016.046875 Penalty: 2573.080811
	Iteration 27Q: 3 clusters Score -154016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -154028.453125 Penalty: 2573.080811
	Iteration 28Q: 3 clusters Score -154028.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -154049.937500 Penalty: 2573.080811
	Iteration 29Q: 3 clusters Score -154049.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -154077.234375 Penalty: 2573.080811
	Iteration 30Q: 3 clusters Score -154077.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -154099.343750 Penalty: 2573.080811
	Iteration 31Q: 3 clusters Score -154099.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -154108.562500 Penalty: 2573.080811
	Iteration 32Q: 3 clusters Score -154108.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -154116.734375 Penalty: 2573.080811
	Iteration 33Q: 3 clusters Score -154116.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -154121.843750 Penalty: 2573.080811
	Iteration 34Q: 3 clusters Score -154121.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -154126.437500 Penalty: 2573.080811
	Iteration 35Q: 3 clusters Score -154126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -154129.015625 Penalty: 2573.080811
	Iteration 36Q: 3 clusters Score -154129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -154129.640625 Penalty: 2573.080811
	Iteration 37Q: 3 clusters Score -154129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -154130.359375 Penalty: 2573.080811
	Iteration 38Q: 3 clusters Score -154130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -154130.734375 Penalty: 2573.080811
	Iteration 39Q: 3 clusters Score -154130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -154132.296875 Penalty: 2573.080811
	Iteration 40F: 3 clusters Score -154132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -154132.796875 Penalty: 2573.080811
	Iteration 41Q: 3 clusters Score -154132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -154132.796875 Penalty: 2573.080811
	Iteration 42F: 3 clusters Score -154132.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Entering Unmasked Estep 
Score: -960366.187500 Penalty: 1573.502197
	Iteration 0F: 2 clusters Score -960366.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -949314.625000 Penalty: 3147.004395
	Iteration 0F: 3 clusters Score -949314.6 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -953398.562500 Penalty: 3147.004395
	Iteration 1F: 3 clusters Score -953398.6 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -954045.437500 Penalty: 3147.004395
	Iteration 2F: 3 clusters Score -954045.4 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -954989.500000 Penalty: 3147.004395
	Iteration 3F: 3 clusters Score -954989.5 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -956333.187500 Penalty: 3147.004395
	Iteration 4F: 3 clusters Score -956333.2 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -957846.500000 Penalty: 3147.004395
	Iteration 5F: 3 clusters Score -957846.5 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -959159.062500 Penalty: 3147.004395
	Iteration 6F: 3 clusters Score -959159.1 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -959906.812500 Penalty: 3147.004395
	Iteration 7F: 3 clusters Score -959906.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -960269.437500 Penalty: 3147.004395
	Iteration 8Q: 3 clusters Score -960269.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -960424.062500 Penalty: 3147.004395
	Iteration 9Q: 3 clusters Score -960424.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -960496.562500 Penalty: 3147.004395
	Iteration 10Q: 3 clusters Score -960496.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -960542.375000 Penalty: 3147.004395
	Iteration 11Q: 3 clusters Score -960542.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -960570.625000 Penalty: 3147.004395
	Iteration 12Q: 3 clusters Score -960570.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -960587.937500 Penalty: 3147.004395
	Iteration 13Q: 3 clusters Score -960587.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -960601.312500 Penalty: 3147.004395
	Iteration 14Q: 3 clusters Score -960601.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -960610.000000 Penalty: 3147.004395
	Iteration 15Q: 3 clusters Score -960610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -960617.812500 Penalty: 3147.004395
	Iteration 16Q: 3 clusters Score -960617.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -960626.937500 Penalty: 3147.004395
	Iteration 17Q: 3 clusters Score -960626.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -960632.125000 Penalty: 3147.004395
	Iteration 18Q: 3 clusters Score -960632.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -960635.875000 Penalty: 3147.004395
	Iteration 19Q: 3 clusters Score -960635.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -960641.750000 Penalty: 3147.004395
	Iteration 20F: 3 clusters Score -960641.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -960647.937500 Penalty: 3147.004395
	Iteration 21Q: 3 clusters Score -960647.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -960655.875000 Penalty: 3147.004395
	Iteration 22Q: 3 clusters Score -960655.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -960660.312500 Penalty: 3147.004395
	Iteration 23Q: 3 clusters Score -960660.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -960664.937500 Penalty: 3147.004395
	Iteration 24Q: 3 clusters Score -960664.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -960671.562500 Penalty: 3147.004395
	Iteration 25Q: 3 clusters Score -960671.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -960676.250000 Penalty: 3147.004395
	Iteration 26Q: 3 clusters Score -960676.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -960683.875000 Penalty: 3147.004395
	Iteration 27Q: 3 clusters Score -960683.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -960687.750000 Penalty: 3147.004395
	Iteration 28Q: 3 clusters Score -960687.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -960696.062500 Penalty: 3147.004395
	Iteration 29Q: 3 clusters Score -960696.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -960702.812500 Penalty: 3147.004395
	Iteration 30Q: 3 clusters Score -960702.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -960706.062500 Penalty: 3147.004395
	Iteration 31Q: 3 clusters Score -960706.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -960710.375000 Penalty: 3147.004395
	Iteration 32Q: 3 clusters Score -960710.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -960715.750000 Penalty: 3147.004395
	Iteration 33Q: 3 clusters Score -960715.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -960720.750000 Penalty: 3147.004395
	Iteration 34Q: 3 clusters Score -960720.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -960732.562500 Penalty: 3147.004395
	Iteration 35Q: 3 clusters Score -960732.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -960744.000000 Penalty: 3147.004395
	Iteration 36Q: 3 clusters Score -960744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -960753.312500 Penalty: 3147.004395
	Iteration 37Q: 3 clusters Score -960753.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -960761.250000 Penalty: 3147.004395
	Iteration 38Q: 3 clusters Score -960761.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -960767.562500 Penalty: 3147.004395
	Iteration 39Q: 3 clusters Score -960767.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -960769.812500 Penalty: 3147.004395
	Iteration 40F: 3 clusters Score -960769.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -960774.750000 Penalty: 3147.004395
	Iteration 41Q: 3 clusters Score -960774.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -960778.000000 Penalty: 3147.004395
	Iteration 42Q: 3 clusters Score -960778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -960781.000000 Penalty: 3147.004395
	Iteration 43Q: 3 clusters Score -960781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -960786.562500 Penalty: 3147.004395
	Iteration 44Q: 3 clusters Score -960786.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -960789.625000 Penalty: 3147.004395
	Iteration 45Q: 3 clusters Score -960789.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -960793.312500 Penalty: 3147.004395
	Iteration 46Q: 3 clusters Score -960793.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -960796.250000 Penalty: 3147.004395
	Iteration 47Q: 3 clusters Score -960796.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -960795.812500 Penalty: 3147.004395
	Iteration 48Q: 3 clusters Score -960795.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -960798.187500 Penalty: 3147.004395
	Iteration 49Q: 3 clusters Score -960798.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -960800.625000 Penalty: 3147.004395
	Iteration 50Q: 3 clusters Score -960800.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -960802.937500 Penalty: 3147.004395
	Iteration 51Q: 3 clusters Score -960802.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -960802.812500 Penalty: 3147.004395
	Iteration 52Q: 3 clusters Score -960802.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -960806.125000 Penalty: 3147.004395
	Iteration 53Q: 3 clusters Score -960806.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -960811.875000 Penalty: 3147.004395
	Iteration 54Q: 3 clusters Score -960811.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -960815.062500 Penalty: 3147.004395
	Iteration 55Q: 3 clusters Score -960815.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -960815.437500 Penalty: 3147.004395
	Iteration 56Q: 3 clusters Score -960815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -960817.375000 Penalty: 3147.004395
	Iteration 57Q: 3 clusters Score -960817.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -960817.500000 Penalty: 3147.004395
	Iteration 58Q: 3 clusters Score -960817.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -960820.625000 Penalty: 3147.004395
	Iteration 59Q: 3 clusters Score -960820.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -960819.875000 Penalty: 3147.004395
	Iteration 60F: 3 clusters Score -960819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -960820.187500 Penalty: 3147.004395
	Iteration 61Q: 3 clusters Score -960820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -960822.187500 Penalty: 3147.004395
	Iteration 62Q: 3 clusters Score -960822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -960822.187500 Penalty: 3147.004395
	Iteration 63F: 3 clusters Score -960822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 59373 members 
Mstep: Class 3 contains 103073 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 5074 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 87714 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 21 contains 10970 members 
Mstep: Class 22 contains 27891 members 
Entering Unmasked Estep 
Score: -26947516.000000 Penalty: 46602.589844
Splitting cluster 6 changes total score from -26947624.000000 to -26947516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Entering Unmasked Estep 
Score: -986451.187500 Penalty: 1570.754517
	Iteration 0F: 2 clusters Score -986451.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -975572.687500 Penalty: 3141.509033
	Iteration 0F: 3 clusters Score -975572.7 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -979237.125000 Penalty: 3141.509033
	Iteration 1F: 3 clusters Score -979237.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -979475.062500 Penalty: 3141.509033
	Iteration 2Q: 3 clusters Score -979475.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -979679.187500 Penalty: 3141.509033
	Iteration 3Q: 3 clusters Score -979679.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -979865.875000 Penalty: 3141.509033
	Iteration 4Q: 3 clusters Score -979865.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -980047.062500 Penalty: 3141.509033
	Iteration 5Q: 3 clusters Score -980047.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -980254.562500 Penalty: 3141.509033
	Iteration 6Q: 3 clusters Score -980254.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -980489.000000 Penalty: 3141.509033
	Iteration 7Q: 3 clusters Score -980489 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -980795.125000 Penalty: 3141.509033
	Iteration 8Q: 3 clusters Score -980795.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -981187.000000 Penalty: 3141.509033
	Iteration 9Q: 3 clusters Score -981187 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -981665.312500 Penalty: 3141.509033
	Iteration 10Q: 3 clusters Score -981665.3 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -982228.687500 Penalty: 3141.509033
	Iteration 11F: 3 clusters Score -982228.7 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -982824.500000 Penalty: 3141.509033
	Iteration 12F: 3 clusters Score -982824.5 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -983414.062500 Penalty: 3141.509033
	Iteration 13Q: 3 clusters Score -983414.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -983910.062500 Penalty: 3141.509033
	Iteration 14Q: 3 clusters Score -983910.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -984290.062500 Penalty: 3141.509033
	Iteration 15Q: 3 clusters Score -984290.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -984619.375000 Penalty: 3141.509033
	Iteration 16Q: 3 clusters Score -984619.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -984809.437500 Penalty: 3141.509033
	Iteration 17Q: 3 clusters Score -984809.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -984909.000000 Penalty: 3141.509033
	Iteration 18Q: 3 clusters Score -984909 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -984979.187500 Penalty: 3141.509033
	Iteration 19Q: 3 clusters Score -984979.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -985020.187500 Penalty: 3141.509033
	Iteration 20F: 3 clusters Score -985020.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -985045.125000 Penalty: 3141.509033
	Iteration 21Q: 3 clusters Score -985045.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -985065.125000 Penalty: 3141.509033
	Iteration 22Q: 3 clusters Score -985065.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -985076.437500 Penalty: 3141.509033
	Iteration 23Q: 3 clusters Score -985076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -985081.000000 Penalty: 3141.509033
	Iteration 24Q: 3 clusters Score -985081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -985083.625000 Penalty: 3141.509033
	Iteration 25Q: 3 clusters Score -985083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -985083.937500 Penalty: 3141.509033
	Iteration 26Q: 3 clusters Score -985083.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -985083.937500 Penalty: 3141.509033
	Iteration 27F: 3 clusters Score -985083.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -192683.015625 Penalty: 1324.216431
	Iteration 0F: 2 clusters Score -192683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -189697.062500 Penalty: 2648.432861
	Iteration 0F: 3 clusters Score -189697.1 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -190527.796875 Penalty: 2648.432861
	Iteration 1F: 3 clusters Score -190527.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -190776.125000 Penalty: 2648.432861
	Iteration 2F: 3 clusters Score -190776.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -190968.687500 Penalty: 2648.432861
	Iteration 3F: 3 clusters Score -190968.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -191120.687500 Penalty: 2648.432861
	Iteration 4F: 3 clusters Score -191120.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -191219.359375 Penalty: 2648.432861
	Iteration 5Q: 3 clusters Score -191219.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -191295.250000 Penalty: 2648.432861
	Iteration 6Q: 3 clusters Score -191295.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -191356.656250 Penalty: 2648.432861
	Iteration 7Q: 3 clusters Score -191356.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -191407.531250 Penalty: 2648.432861
	Iteration 8Q: 3 clusters Score -191407.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -191451.578125 Penalty: 2648.432861
	Iteration 9Q: 3 clusters Score -191451.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -191480.265625 Penalty: 2648.432861
	Iteration 10Q: 3 clusters Score -191480.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -191504.062500 Penalty: 2648.432861
	Iteration 11Q: 3 clusters Score -191504.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -191524.687500 Penalty: 2648.432861
	Iteration 12Q: 3 clusters Score -191524.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -191536.906250 Penalty: 2648.432861
	Iteration 13Q: 3 clusters Score -191536.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -191547.187500 Penalty: 2648.432861
	Iteration 14Q: 3 clusters Score -191547.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -191558.234375 Penalty: 2648.432861
	Iteration 15Q: 3 clusters Score -191558.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -191566.562500 Penalty: 2648.432861
	Iteration 16Q: 3 clusters Score -191566.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -191576.250000 Penalty: 2648.432861
	Iteration 17Q: 3 clusters Score -191576.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -191582.562500 Penalty: 2648.432861
	Iteration 18Q: 3 clusters Score -191582.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -191586.984375 Penalty: 2648.432861
	Iteration 19Q: 3 clusters Score -191587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -191590.921875 Penalty: 2648.432861
	Iteration 20F: 3 clusters Score -191590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -191593.906250 Penalty: 2648.432861
	Iteration 21Q: 3 clusters Score -191593.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -191598.046875 Penalty: 2648.432861
	Iteration 22Q: 3 clusters Score -191598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -191601.640625 Penalty: 2648.432861
	Iteration 23Q: 3 clusters Score -191601.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -191605.781250 Penalty: 2648.432861
	Iteration 24Q: 3 clusters Score -191605.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -191608.437500 Penalty: 2648.432861
	Iteration 25Q: 3 clusters Score -191608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -191610.578125 Penalty: 2648.432861
	Iteration 26Q: 3 clusters Score -191610.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -191612.140625 Penalty: 2648.432861
	Iteration 27Q: 3 clusters Score -191612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -191613.718750 Penalty: 2648.432861
	Iteration 28Q: 3 clusters Score -191613.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -191614.609375 Penalty: 2648.432861
	Iteration 29Q: 3 clusters Score -191614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -191616.296875 Penalty: 2648.432861
	Iteration 30Q: 3 clusters Score -191616.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -191618.718750 Penalty: 2648.432861
	Iteration 31Q: 3 clusters Score -191618.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -191620.187500 Penalty: 2648.432861
	Iteration 32Q: 3 clusters Score -191620.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -191623.281250 Penalty: 2648.432861
	Iteration 33Q: 3 clusters Score -191623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -191625.015625 Penalty: 2648.432861
	Iteration 34Q: 3 clusters Score -191625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -191627.843750 Penalty: 2648.432861
	Iteration 35Q: 3 clusters Score -191627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -191629.937500 Penalty: 2648.432861
	Iteration 36Q: 3 clusters Score -191629.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -191631.718750 Penalty: 2648.432861
	Iteration 37Q: 3 clusters Score -191631.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -191634.703125 Penalty: 2648.432861
	Iteration 38Q: 3 clusters Score -191634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -191637.312500 Penalty: 2648.432861
	Iteration 39Q: 3 clusters Score -191637.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -191640.921875 Penalty: 2648.432861
	Iteration 40F: 3 clusters Score -191640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -191644.750000 Penalty: 2648.432861
	Iteration 41Q: 3 clusters Score -191644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -191648.390625 Penalty: 2648.432861
	Iteration 42Q: 3 clusters Score -191648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -191651.406250 Penalty: 2648.432861
	Iteration 43Q: 3 clusters Score -191651.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -191655.546875 Penalty: 2648.432861
	Iteration 44Q: 3 clusters Score -191655.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -191660.078125 Penalty: 2648.432861
	Iteration 45Q: 3 clusters Score -191660.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -191665.734375 Penalty: 2648.432861
	Iteration 46Q: 3 clusters Score -191665.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -191672.953125 Penalty: 2648.432861
	Iteration 47Q: 3 clusters Score -191673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -191679.250000 Penalty: 2648.432861
	Iteration 48Q: 3 clusters Score -191679.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -191685.500000 Penalty: 2648.432861
	Iteration 49Q: 3 clusters Score -191685.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -191693.406250 Penalty: 2648.432861
	Iteration 50Q: 3 clusters Score -191693.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -191697.031250 Penalty: 2648.432861
	Iteration 51Q: 3 clusters Score -191697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -191701.640625 Penalty: 2648.432861
	Iteration 52Q: 3 clusters Score -191701.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -191705.734375 Penalty: 2648.432861
	Iteration 53Q: 3 clusters Score -191705.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -191709.203125 Penalty: 2648.432861
	Iteration 54Q: 3 clusters Score -191709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -191711.265625 Penalty: 2648.432861
	Iteration 55Q: 3 clusters Score -191711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -191712.328125 Penalty: 2648.432861
	Iteration 56Q: 3 clusters Score -191712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -191712.906250 Penalty: 2648.432861
	Iteration 57Q: 3 clusters Score -191712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -191713.468750 Penalty: 2648.432861
	Iteration 58Q: 3 clusters Score -191713.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -191713.609375 Penalty: 2648.432861
	Iteration 59Q: 3 clusters Score -191713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -191713.718750 Penalty: 2648.432861
	Iteration 60F: 3 clusters Score -191713.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Entering Unmasked Estep 
Score: -352865.187500 Penalty: 1435.556030
	Iteration 0F: 2 clusters Score -352865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -347710.531250 Penalty: 2871.112061
	Iteration 0F: 3 clusters Score -347710.5 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -349488.187500 Penalty: 2871.112061
	Iteration 1F: 3 clusters Score -349488.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -349924.281250 Penalty: 2871.112061
	Iteration 2F: 3 clusters Score -349924.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -350298.593750 Penalty: 2871.112061
	Iteration 3F: 3 clusters Score -350298.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -350571.093750 Penalty: 2871.112061
	Iteration 4F: 3 clusters Score -350571.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -350842.156250 Penalty: 2871.112061
	Iteration 5F: 3 clusters Score -350842.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -351125.937500 Penalty: 2871.112061
	Iteration 6Q: 3 clusters Score -351125.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -351366.437500 Penalty: 2871.112061
	Iteration 7Q: 3 clusters Score -351366.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -351549.531250 Penalty: 2871.112061
	Iteration 8Q: 3 clusters Score -351549.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -351657.375000 Penalty: 2871.112061
	Iteration 9Q: 3 clusters Score -351657.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -351735.750000 Penalty: 2871.112061
	Iteration 10Q: 3 clusters Score -351735.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -351784.406250 Penalty: 2871.112061
	Iteration 11Q: 3 clusters Score -351784.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -351832.593750 Penalty: 2871.112061
	Iteration 12Q: 3 clusters Score -351832.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -351871.343750 Penalty: 2871.112061
	Iteration 13Q: 3 clusters Score -351871.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -351902.187500 Penalty: 2871.112061
	Iteration 14Q: 3 clusters Score -351902.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -351932.218750 Penalty: 2871.112061
	Iteration 15Q: 3 clusters Score -351932.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -351960.718750 Penalty: 2871.112061
	Iteration 16Q: 3 clusters Score -351960.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -351985.000000 Penalty: 2871.112061
	Iteration 17Q: 3 clusters Score -351985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -352006.000000 Penalty: 2871.112061
	Iteration 18Q: 3 clusters Score -352006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -352026.187500 Penalty: 2871.112061
	Iteration 19Q: 3 clusters Score -352026.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -352040.125000 Penalty: 2871.112061
	Iteration 20F: 3 clusters Score -352040.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -352046.593750 Penalty: 2871.112061
	Iteration 21Q: 3 clusters Score -352046.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -352053.468750 Penalty: 2871.112061
	Iteration 22Q: 3 clusters Score -352053.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -352059.437500 Penalty: 2871.112061
	Iteration 23Q: 3 clusters Score -352059.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -352062.218750 Penalty: 2871.112061
	Iteration 24Q: 3 clusters Score -352062.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -352065.656250 Penalty: 2871.112061
	Iteration 25Q: 3 clusters Score -352065.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -352069.000000 Penalty: 2871.112061
	Iteration 26Q: 3 clusters Score -352069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -352073.156250 Penalty: 2871.112061
	Iteration 27Q: 3 clusters Score -352073.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -352074.906250 Penalty: 2871.112061
	Iteration 28Q: 3 clusters Score -352074.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -352078.062500 Penalty: 2871.112061
	Iteration 29Q: 3 clusters Score -352078.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -352081.312500 Penalty: 2871.112061
	Iteration 30Q: 3 clusters Score -352081.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -352084.656250 Penalty: 2871.112061
	Iteration 31Q: 3 clusters Score -352084.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -352088.093750 Penalty: 2871.112061
	Iteration 32Q: 3 clusters Score -352088.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -352090.250000 Penalty: 2871.112061
	Iteration 33Q: 3 clusters Score -352090.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -352092.093750 Penalty: 2871.112061
	Iteration 34Q: 3 clusters Score -352092.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -352093.875000 Penalty: 2871.112061
	Iteration 35Q: 3 clusters Score -352093.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -352095.531250 Penalty: 2871.112061
	Iteration 36Q: 3 clusters Score -352095.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -352095.968750 Penalty: 2871.112061
	Iteration 37Q: 3 clusters Score -352096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -352095.562500 Penalty: 2871.112061
	Iteration 38Q: 3 clusters Score -352095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -352096.125000 Penalty: 2871.112061
	Iteration 39Q: 3 clusters Score -352096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -352096.656250 Penalty: 2871.112061
	Iteration 40F: 3 clusters Score -352096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -352096.750000 Penalty: 2871.112061
	Iteration 41Q: 3 clusters Score -352096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -352096.968750 Penalty: 2871.112061
	Iteration 42Q: 3 clusters Score -352097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -352097.718750 Penalty: 2871.112061
	Iteration 43Q: 3 clusters Score -352097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -352097.843750 Penalty: 2871.112061
	Iteration 44Q: 3 clusters Score -352097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -352097.468750 Penalty: 2871.112061
	Iteration 45Q: 3 clusters Score -352097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -352098.562500 Penalty: 2871.112061
	Iteration 46Q: 3 clusters Score -352098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -352098.125000 Penalty: 2871.112061
	Iteration 47Q: 3 clusters Score -352098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -352099.218750 Penalty: 2871.112061
	Iteration 48Q: 3 clusters Score -352099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -352100.906250 Penalty: 2871.112061
	Iteration 49Q: 3 clusters Score -352100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -352101.437500 Penalty: 2871.112061
	Iteration 50Q: 3 clusters Score -352101.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -352102.500000 Penalty: 2871.112061
	Iteration 51Q: 3 clusters Score -352102.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -352104.375000 Penalty: 2871.112061
	Iteration 52Q: 3 clusters Score -352104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -352105.468750 Penalty: 2871.112061
	Iteration 53Q: 3 clusters Score -352105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -352106.781250 Penalty: 2871.112061
	Iteration 54Q: 3 clusters Score -352106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -352107.718750 Penalty: 2871.112061
	Iteration 55Q: 3 clusters Score -352107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -352108.843750 Penalty: 2871.112061
	Iteration 56Q: 3 clusters Score -352108.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -352109.281250 Penalty: 2871.112061
	Iteration 57Q: 3 clusters Score -352109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -352108.562500 Penalty: 2871.112061
	Iteration 58Q: 3 clusters Score -352108.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -352108.843750 Penalty: 2871.112061
	Iteration 59Q: 3 clusters Score -352108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -352109.968750 Penalty: 2871.112061
	Iteration 60F: 3 clusters Score -352110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -352110.125000 Penalty: 2871.112061
	Iteration 61Q: 3 clusters Score -352110.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -352110.718750 Penalty: 2871.112061
	Iteration 62Q: 3 clusters Score -352110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -352110.468750 Penalty: 2871.112061
	Iteration 63Q: 3 clusters Score -352110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -352111.218750 Penalty: 2871.112061
	Iteration 64Q: 3 clusters Score -352111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -352111.218750 Penalty: 2871.112061
	Iteration 65F: 3 clusters Score -352111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Entering Unmasked Estep 
Score: -284408.187500 Penalty: 1377.410278
	Iteration 0F: 2 clusters Score -284408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -280528.062500 Penalty: 2754.820557
	Iteration 0F: 3 clusters Score -280528.1 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -281585.031250 Penalty: 2754.820557
	Iteration 1F: 3 clusters Score -281585 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -281766.500000 Penalty: 2754.820557
	Iteration 2F: 3 clusters Score -281766.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -281896.500000 Penalty: 2754.820557
	Iteration 3Q: 3 clusters Score -281896.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -282007.218750 Penalty: 2754.820557
	Iteration 4Q: 3 clusters Score -282007.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -282116.156250 Penalty: 2754.820557
	Iteration 5Q: 3 clusters Score -282116.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -282221.250000 Penalty: 2754.820557
	Iteration 6Q: 3 clusters Score -282221.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -282369.250000 Penalty: 2754.820557
	Iteration 7Q: 3 clusters Score -282369.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -282556.593750 Penalty: 2754.820557
	Iteration 8Q: 3 clusters Score -282556.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -282735.125000 Penalty: 2754.820557
	Iteration 9Q: 3 clusters Score -282735.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -282885.906250 Penalty: 2754.820557
	Iteration 10Q: 3 clusters Score -282885.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -283010.625000 Penalty: 2754.820557
	Iteration 11Q: 3 clusters Score -283010.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -283112.718750 Penalty: 2754.820557
	Iteration 12Q: 3 clusters Score -283112.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -283210.062500 Penalty: 2754.820557
	Iteration 13Q: 3 clusters Score -283210.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -283319.375000 Penalty: 2754.820557
	Iteration 14Q: 3 clusters Score -283319.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -283425.500000 Penalty: 2754.820557
	Iteration 15Q: 3 clusters Score -283425.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -283511.343750 Penalty: 2754.820557
	Iteration 16Q: 3 clusters Score -283511.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -283566.812500 Penalty: 2754.820557
	Iteration 17Q: 3 clusters Score -283566.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -283603.000000 Penalty: 2754.820557
	Iteration 18Q: 3 clusters Score -283603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -283625.187500 Penalty: 2754.820557
	Iteration 19Q: 3 clusters Score -283625.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -283637.625000 Penalty: 2754.820557
	Iteration 20F: 3 clusters Score -283637.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -283641.937500 Penalty: 2754.820557
	Iteration 21Q: 3 clusters Score -283641.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -283645.656250 Penalty: 2754.820557
	Iteration 22Q: 3 clusters Score -283645.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -283648.156250 Penalty: 2754.820557
	Iteration 23Q: 3 clusters Score -283648.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -283651.187500 Penalty: 2754.820557
	Iteration 24Q: 3 clusters Score -283651.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -283655.531250 Penalty: 2754.820557
	Iteration 25Q: 3 clusters Score -283655.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -283662.593750 Penalty: 2754.820557
	Iteration 26Q: 3 clusters Score -283662.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -283667.187500 Penalty: 2754.820557
	Iteration 27Q: 3 clusters Score -283667.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283672.968750 Penalty: 2754.820557
	Iteration 28Q: 3 clusters Score -283673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -283676.156250 Penalty: 2754.820557
	Iteration 29Q: 3 clusters Score -283676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -283679.156250 Penalty: 2754.820557
	Iteration 30Q: 3 clusters Score -283679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -283680.843750 Penalty: 2754.820557
	Iteration 31Q: 3 clusters Score -283680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -283681.562500 Penalty: 2754.820557
	Iteration 32Q: 3 clusters Score -283681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -283681.968750 Penalty: 2754.820557
	Iteration 33Q: 3 clusters Score -283682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -283682.250000 Penalty: 2754.820557
	Iteration 34Q: 3 clusters Score -283682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -283682.687500 Penalty: 2754.820557
	Iteration 35Q: 3 clusters Score -283682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -283683.187500 Penalty: 2754.820557
	Iteration 36Q: 3 clusters Score -283683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -283683.187500 Penalty: 2754.820557
	Iteration 37F: 3 clusters Score -283683.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Entering Unmasked Estep 
Score: -210538.546875 Penalty: 1333.303711
	Iteration 0F: 2 clusters Score -210538.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -207403.765625 Penalty: 2666.607422
	Iteration 0F: 3 clusters Score -207403.8 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -208173.078125 Penalty: 2666.607422
	Iteration 1F: 3 clusters Score -208173.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -208326.671875 Penalty: 2666.607422
	Iteration 2F: 3 clusters Score -208326.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -208423.203125 Penalty: 2666.607422
	Iteration 3F: 3 clusters Score -208423.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -208499.843750 Penalty: 2666.607422
	Iteration 4Q: 3 clusters Score -208499.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -208553.093750 Penalty: 2666.607422
	Iteration 5Q: 3 clusters Score -208553.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -208607.109375 Penalty: 2666.607422
	Iteration 6Q: 3 clusters Score -208607.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -208667.921875 Penalty: 2666.607422
	Iteration 7Q: 3 clusters Score -208667.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -208721.109375 Penalty: 2666.607422
	Iteration 8Q: 3 clusters Score -208721.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -208767.171875 Penalty: 2666.607422
	Iteration 9Q: 3 clusters Score -208767.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -208815.890625 Penalty: 2666.607422
	Iteration 10Q: 3 clusters Score -208815.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -208885.625000 Penalty: 2666.607422
	Iteration 11Q: 3 clusters Score -208885.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -208967.546875 Penalty: 2666.607422
	Iteration 12Q: 3 clusters Score -208967.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -209081.234375 Penalty: 2666.607422
	Iteration 13Q: 3 clusters Score -209081.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -209219.656250 Penalty: 2666.607422
	Iteration 14Q: 3 clusters Score -209219.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -209366.093750 Penalty: 2666.607422
	Iteration 15Q: 3 clusters Score -209366.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -209479.843750 Penalty: 2666.607422
	Iteration 16Q: 3 clusters Score -209479.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -209540.656250 Penalty: 2666.607422
	Iteration 17Q: 3 clusters Score -209540.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -209589.500000 Penalty: 2666.607422
	Iteration 18Q: 3 clusters Score -209589.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -209637.406250 Penalty: 2666.607422
	Iteration 19Q: 3 clusters Score -209637.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -209672.984375 Penalty: 2666.607422
	Iteration 20F: 3 clusters Score -209673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -209691.953125 Penalty: 2666.607422
	Iteration 21Q: 3 clusters Score -209692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -209701.406250 Penalty: 2666.607422
	Iteration 22Q: 3 clusters Score -209701.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -209710.218750 Penalty: 2666.607422
	Iteration 23Q: 3 clusters Score -209710.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -209714.765625 Penalty: 2666.607422
	Iteration 24Q: 3 clusters Score -209714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -209719.187500 Penalty: 2666.607422
	Iteration 25Q: 3 clusters Score -209719.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -209722.250000 Penalty: 2666.607422
	Iteration 26Q: 3 clusters Score -209722.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -209724.218750 Penalty: 2666.607422
	Iteration 27Q: 3 clusters Score -209724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -209725.984375 Penalty: 2666.607422
	Iteration 28Q: 3 clusters Score -209726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -209727.718750 Penalty: 2666.607422
	Iteration 29Q: 3 clusters Score -209727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -209728.265625 Penalty: 2666.607422
	Iteration 30Q: 3 clusters Score -209728.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -209728.265625 Penalty: 2666.607422
	Iteration 31F: 3 clusters Score -209728.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -322515.906250 Penalty: 1395.250977
	Iteration 0F: 2 clusters Score -322515.9 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 2735 members 
Entering Unmasked Estep 
Score: -318311.312500 Penalty: 2790.501953
	Iteration 0F: 3 clusters Score -318311.3 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -319668.906250 Penalty: 2790.501953
	Iteration 1F: 3 clusters Score -319668.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -320015.312500 Penalty: 2790.501953
	Iteration 2F: 3 clusters Score -320015.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -320319.468750 Penalty: 2790.501953
	Iteration 3F: 3 clusters Score -320319.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -320607.656250 Penalty: 2790.501953
	Iteration 4F: 3 clusters Score -320607.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -320921.531250 Penalty: 2790.501953
	Iteration 5F: 3 clusters Score -320921.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -321190.093750 Penalty: 2790.501953
	Iteration 6F: 3 clusters Score -321190.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -321400.000000 Penalty: 2790.501953
	Iteration 7F: 3 clusters Score -321400 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -321553.875000 Penalty: 2790.501953
	Iteration 8Q: 3 clusters Score -321553.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -321683.375000 Penalty: 2790.501953
	Iteration 9Q: 3 clusters Score -321683.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -321769.218750 Penalty: 2790.501953
	Iteration 10Q: 3 clusters Score -321769.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -321835.781250 Penalty: 2790.501953
	Iteration 11Q: 3 clusters Score -321835.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -321874.781250 Penalty: 2790.501953
	Iteration 12Q: 3 clusters Score -321874.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -321898.656250 Penalty: 2790.501953
	Iteration 13Q: 3 clusters Score -321898.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -321921.812500 Penalty: 2790.501953
	Iteration 14Q: 3 clusters Score -321921.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -321938.375000 Penalty: 2790.501953
	Iteration 15Q: 3 clusters Score -321938.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -321949.406250 Penalty: 2790.501953
	Iteration 16Q: 3 clusters Score -321949.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -321960.062500 Penalty: 2790.501953
	Iteration 17Q: 3 clusters Score -321960.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -321970.593750 Penalty: 2790.501953
	Iteration 18Q: 3 clusters Score -321970.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -321981.468750 Penalty: 2790.501953
	Iteration 19Q: 3 clusters Score -321981.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -321987.687500 Penalty: 2790.501953
	Iteration 20F: 3 clusters Score -321987.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -321993.250000 Penalty: 2790.501953
	Iteration 21Q: 3 clusters Score -321993.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -321997.937500 Penalty: 2790.501953
	Iteration 22Q: 3 clusters Score -321997.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -321999.531250 Penalty: 2790.501953
	Iteration 23Q: 3 clusters Score -321999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -322002.062500 Penalty: 2790.501953
	Iteration 24Q: 3 clusters Score -322002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -322006.437500 Penalty: 2790.501953
	Iteration 25Q: 3 clusters Score -322006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -322012.687500 Penalty: 2790.501953
	Iteration 26Q: 3 clusters Score -322012.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -322018.968750 Penalty: 2790.501953
	Iteration 27Q: 3 clusters Score -322019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -322024.906250 Penalty: 2790.501953
	Iteration 28Q: 3 clusters Score -322024.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -322031.468750 Penalty: 2790.501953
	Iteration 29Q: 3 clusters Score -322031.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -322037.562500 Penalty: 2790.501953
	Iteration 30Q: 3 clusters Score -322037.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -322043.000000 Penalty: 2790.501953
	Iteration 31Q: 3 clusters Score -322043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -322045.312500 Penalty: 2790.501953
	Iteration 32Q: 3 clusters Score -322045.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -322046.437500 Penalty: 2790.501953
	Iteration 33Q: 3 clusters Score -322046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -322048.031250 Penalty: 2790.501953
	Iteration 34Q: 3 clusters Score -322048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -322048.875000 Penalty: 2790.501953
	Iteration 35Q: 3 clusters Score -322048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -322050.343750 Penalty: 2790.501953
	Iteration 36Q: 3 clusters Score -322050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -322053.687500 Penalty: 2790.501953
	Iteration 37Q: 3 clusters Score -322053.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -322055.656250 Penalty: 2790.501953
	Iteration 38Q: 3 clusters Score -322055.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -322059.125000 Penalty: 2790.501953
	Iteration 39Q: 3 clusters Score -322059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -322063.906250 Penalty: 2790.501953
	Iteration 40F: 3 clusters Score -322063.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -322066.250000 Penalty: 2790.501953
	Iteration 41Q: 3 clusters Score -322066.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -322068.500000 Penalty: 2790.501953
	Iteration 42Q: 3 clusters Score -322068.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -322070.406250 Penalty: 2790.501953
	Iteration 43Q: 3 clusters Score -322070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -322071.000000 Penalty: 2790.501953
	Iteration 44Q: 3 clusters Score -322071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -322072.906250 Penalty: 2790.501953
	Iteration 45Q: 3 clusters Score -322072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -322073.437500 Penalty: 2790.501953
	Iteration 46Q: 3 clusters Score -322073.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -322076.062500 Penalty: 2790.501953
	Iteration 47Q: 3 clusters Score -322076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -322077.187500 Penalty: 2790.501953
	Iteration 48Q: 3 clusters Score -322077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -322077.406250 Penalty: 2790.501953
	Iteration 49Q: 3 clusters Score -322077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -322079.406250 Penalty: 2790.501953
	Iteration 50Q: 3 clusters Score -322079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -322080.218750 Penalty: 2790.501953
	Iteration 51Q: 3 clusters Score -322080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -322080.375000 Penalty: 2790.501953
	Iteration 52Q: 3 clusters Score -322080.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -322082.062500 Penalty: 2790.501953
	Iteration 53Q: 3 clusters Score -322082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -322084.156250 Penalty: 2790.501953
	Iteration 54Q: 3 clusters Score -322084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -322087.375000 Penalty: 2790.501953
	Iteration 55Q: 3 clusters Score -322087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -322089.406250 Penalty: 2790.501953
	Iteration 56Q: 3 clusters Score -322089.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -322091.031250 Penalty: 2790.501953
	Iteration 57Q: 3 clusters Score -322091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -322092.468750 Penalty: 2790.501953
	Iteration 58Q: 3 clusters Score -322092.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -322094.375000 Penalty: 2790.501953
	Iteration 59Q: 3 clusters Score -322094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -322095.843750 Penalty: 2790.501953
	Iteration 60F: 3 clusters Score -322095.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -322097.406250 Penalty: 2790.501953
	Iteration 61Q: 3 clusters Score -322097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -322099.625000 Penalty: 2790.501953
	Iteration 62Q: 3 clusters Score -322099.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -322101.968750 Penalty: 2790.501953
	Iteration 63Q: 3 clusters Score -322102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -322102.968750 Penalty: 2790.501953
	Iteration 64Q: 3 clusters Score -322103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -322103.593750 Penalty: 2790.501953
	Iteration 65Q: 3 clusters Score -322103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -322104.500000 Penalty: 2790.501953
	Iteration 66Q: 3 clusters Score -322104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -322105.906250 Penalty: 2790.501953
	Iteration 67Q: 3 clusters Score -322105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -322106.750000 Penalty: 2790.501953
	Iteration 68Q: 3 clusters Score -322106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -322107.843750 Penalty: 2790.501953
	Iteration 69Q: 3 clusters Score -322107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -322108.687500 Penalty: 2790.501953
	Iteration 70Q: 3 clusters Score -322108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -322109.562500 Penalty: 2790.501953
	Iteration 71Q: 3 clusters Score -322109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -322110.781250 Penalty: 2790.501953
	Iteration 72Q: 3 clusters Score -322110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -322110.718750 Penalty: 2790.501953
	Iteration 73Q: 3 clusters Score -322110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -322111.750000 Penalty: 2790.501953
	Iteration 74Q: 3 clusters Score -322111.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -322111.843750 Penalty: 2790.501953
	Iteration 75Q: 3 clusters Score -322111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -322112.250000 Penalty: 2790.501953
	Iteration 76Q: 3 clusters Score -322112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -322112.906250 Penalty: 2790.501953
	Iteration 77Q: 3 clusters Score -322112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -322112.906250 Penalty: 2790.501953
	Iteration 78F: 3 clusters Score -322112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Entering Unmasked Estep 
Score: -246148.109375 Penalty: 1350.002197
	Iteration 0F: 2 clusters Score -246148.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -242726.375000 Penalty: 2700.004395
	Iteration 0F: 3 clusters Score -242726.4 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -243588.656250 Penalty: 2700.004395
	Iteration 1F: 3 clusters Score -243588.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -243742.687500 Penalty: 2700.004395
	Iteration 2F: 3 clusters Score -243742.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -243848.390625 Penalty: 2700.004395
	Iteration 3Q: 3 clusters Score -243848.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -243944.937500 Penalty: 2700.004395
	Iteration 4Q: 3 clusters Score -243944.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -244028.578125 Penalty: 2700.004395
	Iteration 5Q: 3 clusters Score -244028.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -244089.843750 Penalty: 2700.004395
	Iteration 6Q: 3 clusters Score -244089.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -244126.218750 Penalty: 2700.004395
	Iteration 7Q: 3 clusters Score -244126.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -244159.734375 Penalty: 2700.004395
	Iteration 8Q: 3 clusters Score -244159.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -244192.031250 Penalty: 2700.004395
	Iteration 9Q: 3 clusters Score -244192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -244216.453125 Penalty: 2700.004395
	Iteration 10Q: 3 clusters Score -244216.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -244236.343750 Penalty: 2700.004395
	Iteration 11Q: 3 clusters Score -244236.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -244261.156250 Penalty: 2700.004395
	Iteration 12Q: 3 clusters Score -244261.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -244286.625000 Penalty: 2700.004395
	Iteration 13Q: 3 clusters Score -244286.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -244307.328125 Penalty: 2700.004395
	Iteration 14Q: 3 clusters Score -244307.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -244326.703125 Penalty: 2700.004395
	Iteration 15Q: 3 clusters Score -244326.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -244350.140625 Penalty: 2700.004395
	Iteration 16Q: 3 clusters Score -244350.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -244372.593750 Penalty: 2700.004395
	Iteration 17Q: 3 clusters Score -244372.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -244391.390625 Penalty: 2700.004395
	Iteration 18Q: 3 clusters Score -244391.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -244412.265625 Penalty: 2700.004395
	Iteration 19Q: 3 clusters Score -244412.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -244436.515625 Penalty: 2700.004395
	Iteration 20F: 3 clusters Score -244436.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -244460.078125 Penalty: 2700.004395
	Iteration 21Q: 3 clusters Score -244460.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -244481.921875 Penalty: 2700.004395
	Iteration 22Q: 3 clusters Score -244481.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -244509.171875 Penalty: 2700.004395
	Iteration 23Q: 3 clusters Score -244509.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -244534.671875 Penalty: 2700.004395
	Iteration 24Q: 3 clusters Score -244534.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -244563.484375 Penalty: 2700.004395
	Iteration 25Q: 3 clusters Score -244563.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -244583.156250 Penalty: 2700.004395
	Iteration 26Q: 3 clusters Score -244583.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -244597.218750 Penalty: 2700.004395
	Iteration 27Q: 3 clusters Score -244597.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -244607.203125 Penalty: 2700.004395
	Iteration 28Q: 3 clusters Score -244607.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -244617.218750 Penalty: 2700.004395
	Iteration 29Q: 3 clusters Score -244617.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -244623.687500 Penalty: 2700.004395
	Iteration 30Q: 3 clusters Score -244623.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -244632.437500 Penalty: 2700.004395
	Iteration 31Q: 3 clusters Score -244632.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -244643.171875 Penalty: 2700.004395
	Iteration 32Q: 3 clusters Score -244643.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -244657.546875 Penalty: 2700.004395
	Iteration 33Q: 3 clusters Score -244657.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -244668.265625 Penalty: 2700.004395
	Iteration 34Q: 3 clusters Score -244668.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -244677.984375 Penalty: 2700.004395
	Iteration 35Q: 3 clusters Score -244678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -244685.890625 Penalty: 2700.004395
	Iteration 36Q: 3 clusters Score -244685.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -244692.265625 Penalty: 2700.004395
	Iteration 37Q: 3 clusters Score -244692.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -244697.078125 Penalty: 2700.004395
	Iteration 38Q: 3 clusters Score -244697.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -244701.515625 Penalty: 2700.004395
	Iteration 39Q: 3 clusters Score -244701.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -244704.828125 Penalty: 2700.004395
	Iteration 40F: 3 clusters Score -244704.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -244711.671875 Penalty: 2700.004395
	Iteration 41Q: 3 clusters Score -244711.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -244720.609375 Penalty: 2700.004395
	Iteration 42Q: 3 clusters Score -244720.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -244730.578125 Penalty: 2700.004395
	Iteration 43Q: 3 clusters Score -244730.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -244740.937500 Penalty: 2700.004395
	Iteration 44Q: 3 clusters Score -244740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -244745.640625 Penalty: 2700.004395
	Iteration 45Q: 3 clusters Score -244745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -244753.484375 Penalty: 2700.004395
	Iteration 46Q: 3 clusters Score -244753.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -244762.625000 Penalty: 2700.004395
	Iteration 47Q: 3 clusters Score -244762.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -244772.640625 Penalty: 2700.004395
	Iteration 48Q: 3 clusters Score -244772.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -244785.343750 Penalty: 2700.004395
	Iteration 49Q: 3 clusters Score -244785.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -244796.406250 Penalty: 2700.004395
	Iteration 50Q: 3 clusters Score -244796.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -244804.953125 Penalty: 2700.004395
	Iteration 51Q: 3 clusters Score -244805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -244810.046875 Penalty: 2700.004395
	Iteration 52Q: 3 clusters Score -244810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -244812.734375 Penalty: 2700.004395
	Iteration 53Q: 3 clusters Score -244812.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -244814.890625 Penalty: 2700.004395
	Iteration 54Q: 3 clusters Score -244814.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -244817.875000 Penalty: 2700.004395
	Iteration 55Q: 3 clusters Score -244817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -244822.218750 Penalty: 2700.004395
	Iteration 56Q: 3 clusters Score -244822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -244823.765625 Penalty: 2700.004395
	Iteration 57Q: 3 clusters Score -244823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -244825.437500 Penalty: 2700.004395
	Iteration 58Q: 3 clusters Score -244825.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -244828.421875 Penalty: 2700.004395
	Iteration 59Q: 3 clusters Score -244828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -244830.546875 Penalty: 2700.004395
	Iteration 60F: 3 clusters Score -244830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -244832.687500 Penalty: 2700.004395
	Iteration 61Q: 3 clusters Score -244832.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -244835.015625 Penalty: 2700.004395
	Iteration 62Q: 3 clusters Score -244835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -244837.328125 Penalty: 2700.004395
	Iteration 63Q: 3 clusters Score -244837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -244838.734375 Penalty: 2700.004395
	Iteration 64Q: 3 clusters Score -244838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -244840.625000 Penalty: 2700.004395
	Iteration 65Q: 3 clusters Score -244840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -244842.796875 Penalty: 2700.004395
	Iteration 66Q: 3 clusters Score -244842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -244843.828125 Penalty: 2700.004395
	Iteration 67Q: 3 clusters Score -244843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -244845.468750 Penalty: 2700.004395
	Iteration 68Q: 3 clusters Score -244845.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -244848.921875 Penalty: 2700.004395
	Iteration 69Q: 3 clusters Score -244848.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -244852.781250 Penalty: 2700.004395
	Iteration 70Q: 3 clusters Score -244852.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -244855.296875 Penalty: 2700.004395
	Iteration 71Q: 3 clusters Score -244855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -244859.421875 Penalty: 2700.004395
	Iteration 72Q: 3 clusters Score -244859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -244862.281250 Penalty: 2700.004395
	Iteration 73Q: 3 clusters Score -244862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -244864.578125 Penalty: 2700.004395
	Iteration 74Q: 3 clusters Score -244864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -244864.781250 Penalty: 2700.004395
	Iteration 75Q: 3 clusters Score -244864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -244866.312500 Penalty: 2700.004395
	Iteration 76Q: 3 clusters Score -244866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -244866.312500 Penalty: 2700.004395
	Iteration 77F: 3 clusters Score -244866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Entering Unmasked Estep 
Score: -1864801.875000 Penalty: 1674.624268
	Iteration 0F: 2 clusters Score -1864802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1844702.250000 Penalty: 3349.248535
	Iteration 0F: 3 clusters Score -1844702 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1852789.000000 Penalty: 3349.248535
	Iteration 1F: 3 clusters Score -1852789 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1853572.250000 Penalty: 3349.248535
	Iteration 2F: 3 clusters Score -1853572 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1854504.500000 Penalty: 3349.248535
	Iteration 3F: 3 clusters Score -1854504 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1855600.000000 Penalty: 3349.248535
	Iteration 4F: 3 clusters Score -1855600 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -1856808.000000 Penalty: 3349.248535
	Iteration 5F: 3 clusters Score -1856808 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -1858057.250000 Penalty: 3349.248535
	Iteration 6F: 3 clusters Score -1858057 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -1859339.500000 Penalty: 3349.248535
	Iteration 7F: 3 clusters Score -1859340 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -1860454.125000 Penalty: 3349.248535
	Iteration 8Q: 3 clusters Score -1860454 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -1861258.000000 Penalty: 3349.248535
	Iteration 9Q: 3 clusters Score -1861258 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -1861870.375000 Penalty: 3349.248535
	Iteration 10Q: 3 clusters Score -1861870 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -1862286.000000 Penalty: 3349.248535
	Iteration 11Q: 3 clusters Score -1862286 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -1862592.375000 Penalty: 3349.248535
	Iteration 12Q: 3 clusters Score -1862592 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -1862793.125000 Penalty: 3349.248535
	Iteration 13Q: 3 clusters Score -1862793 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -1862949.375000 Penalty: 3349.248535
	Iteration 14Q: 3 clusters Score -1862949 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -1863043.625000 Penalty: 3349.248535
	Iteration 15Q: 3 clusters Score -1863044 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -1863115.125000 Penalty: 3349.248535
	Iteration 16Q: 3 clusters Score -1863115 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -1863172.125000 Penalty: 3349.248535
	Iteration 17Q: 3 clusters Score -1863172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -1863219.500000 Penalty: 3349.248535
	Iteration 18Q: 3 clusters Score -1863220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -1863250.375000 Penalty: 3349.248535
	Iteration 19Q: 3 clusters Score -1863250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -1863281.375000 Penalty: 3349.248535
	Iteration 20F: 3 clusters Score -1863281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -1863309.500000 Penalty: 3349.248535
	Iteration 21Q: 3 clusters Score -1863310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -1863332.250000 Penalty: 3349.248535
	Iteration 22Q: 3 clusters Score -1863332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -1863354.375000 Penalty: 3349.248535
	Iteration 23Q: 3 clusters Score -1863354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -1863372.125000 Penalty: 3349.248535
	Iteration 24Q: 3 clusters Score -1863372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -1863396.875000 Penalty: 3349.248535
	Iteration 25Q: 3 clusters Score -1863397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -1863413.375000 Penalty: 3349.248535
	Iteration 26Q: 3 clusters Score -1863413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -1863430.125000 Penalty: 3349.248535
	Iteration 27Q: 3 clusters Score -1863430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -1863444.375000 Penalty: 3349.248535
	Iteration 28Q: 3 clusters Score -1863444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -1863449.125000 Penalty: 3349.248535
	Iteration 29Q: 3 clusters Score -1863449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -1863449.750000 Penalty: 3349.248535
	Iteration 30Q: 3 clusters Score -1863450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -1863457.625000 Penalty: 3349.248535
	Iteration 31Q: 3 clusters Score -1863458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -1863457.875000 Penalty: 3349.248535
	Iteration 32Q: 3 clusters Score -1863458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -1863459.875000 Penalty: 3349.248535
	Iteration 33Q: 3 clusters Score -1863460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -1863463.000000 Penalty: 3349.248535
	Iteration 34Q: 3 clusters Score -1863463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -1863463.000000 Penalty: 3349.248535
	Iteration 35F: 3 clusters Score -1863463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -218669.734375 Penalty: 1330.028809
	Iteration 0F: 2 clusters Score -218669.7 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 1748 members 
Entering Unmasked Estep 
Score: -215647.359375 Penalty: 2660.057617
	Iteration 0F: 3 clusters Score -215647.4 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -216389.890625 Penalty: 2660.057617
	Iteration 1F: 3 clusters Score -216389.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -216512.765625 Penalty: 2660.057617
	Iteration 2F: 3 clusters Score -216512.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -216593.906250 Penalty: 2660.057617
	Iteration 3Q: 3 clusters Score -216593.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -216661.250000 Penalty: 2660.057617
	Iteration 4Q: 3 clusters Score -216661.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -216736.687500 Penalty: 2660.057617
	Iteration 5Q: 3 clusters Score -216736.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -216818.421875 Penalty: 2660.057617
	Iteration 6Q: 3 clusters Score -216818.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -216901.734375 Penalty: 2660.057617
	Iteration 7Q: 3 clusters Score -216901.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -217005.296875 Penalty: 2660.057617
	Iteration 8Q: 3 clusters Score -217005.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -217114.812500 Penalty: 2660.057617
	Iteration 9Q: 3 clusters Score -217114.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -217245.968750 Penalty: 2660.057617
	Iteration 10Q: 3 clusters Score -217246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217392.234375 Penalty: 2660.057617
	Iteration 11Q: 3 clusters Score -217392.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217511.156250 Penalty: 2660.057617
	Iteration 12Q: 3 clusters Score -217511.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -217608.468750 Penalty: 2660.057617
	Iteration 13Q: 3 clusters Score -217608.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -217699.328125 Penalty: 2660.057617
	Iteration 14Q: 3 clusters Score -217699.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -217772.078125 Penalty: 2660.057617
	Iteration 15Q: 3 clusters Score -217772.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -217821.328125 Penalty: 2660.057617
	Iteration 16Q: 3 clusters Score -217821.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -217848.171875 Penalty: 2660.057617
	Iteration 17Q: 3 clusters Score -217848.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -217867.265625 Penalty: 2660.057617
	Iteration 18Q: 3 clusters Score -217867.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -217873.453125 Penalty: 2660.057617
	Iteration 19Q: 3 clusters Score -217873.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -217878.875000 Penalty: 2660.057617
	Iteration 20F: 3 clusters Score -217878.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -217886.593750 Penalty: 2660.057617
	Iteration 21Q: 3 clusters Score -217886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -217890.078125 Penalty: 2660.057617
	Iteration 22Q: 3 clusters Score -217890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -217892.984375 Penalty: 2660.057617
	Iteration 23Q: 3 clusters Score -217893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -217893.656250 Penalty: 2660.057617
	Iteration 24Q: 3 clusters Score -217893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -217895.109375 Penalty: 2660.057617
	Iteration 25Q: 3 clusters Score -217895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -217895.843750 Penalty: 2660.057617
	Iteration 26Q: 3 clusters Score -217895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -217896.421875 Penalty: 2660.057617
	Iteration 27Q: 3 clusters Score -217896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -217897.875000 Penalty: 2660.057617
	Iteration 28Q: 3 clusters Score -217897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -217899.203125 Penalty: 2660.057617
	Iteration 29Q: 3 clusters Score -217899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -217900.000000 Penalty: 2660.057617
	Iteration 30Q: 3 clusters Score -217900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -217900.000000 Penalty: 2660.057617
	Iteration 31F: 3 clusters Score -217900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Entering Unmasked Estep 
Score: -1825247.500000 Penalty: 1674.477295
	Iteration 0F: 2 clusters Score -1825248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1805033.625000 Penalty: 3348.954590
	Iteration 0F: 3 clusters Score -1805034 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1812496.625000 Penalty: 3348.954590
	Iteration 1F: 3 clusters Score -1812497 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1812851.375000 Penalty: 3348.954590
	Iteration 2Q: 3 clusters Score -1812851 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1813178.125000 Penalty: 3348.954590
	Iteration 3Q: 3 clusters Score -1813178 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1813533.375000 Penalty: 3348.954590
	Iteration 4Q: 3 clusters Score -1813533 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1813929.000000 Penalty: 3348.954590
	Iteration 5Q: 3 clusters Score -1813929 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1814472.750000 Penalty: 3348.954590
	Iteration 6Q: 3 clusters Score -1814473 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1815169.625000 Penalty: 3348.954590
	Iteration 7Q: 3 clusters Score -1815170 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1816116.375000 Penalty: 3348.954590
	Iteration 8Q: 3 clusters Score -1816116 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1817262.625000 Penalty: 3348.954590
	Iteration 9F: 3 clusters Score -1817263 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1818575.750000 Penalty: 3348.954590
	Iteration 10F: 3 clusters Score -1818576 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1819775.125000 Penalty: 3348.954590
	Iteration 11F: 3 clusters Score -1819775 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -1820565.000000 Penalty: 3348.954590
	Iteration 12Q: 3 clusters Score -1820565 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1821020.250000 Penalty: 3348.954590
	Iteration 13Q: 3 clusters Score -1821020 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1821253.500000 Penalty: 3348.954590
	Iteration 14Q: 3 clusters Score -1821254 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1821398.625000 Penalty: 3348.954590
	Iteration 15Q: 3 clusters Score -1821399 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1821505.000000 Penalty: 3348.954590
	Iteration 16Q: 3 clusters Score -1821505 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -1821581.500000 Penalty: 3348.954590
	Iteration 17Q: 3 clusters Score -1821582 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -1821643.875000 Penalty: 3348.954590
	Iteration 18Q: 3 clusters Score -1821644 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1821692.125000 Penalty: 3348.954590
	Iteration 19Q: 3 clusters Score -1821692 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -1821730.875000 Penalty: 3348.954590
	Iteration 20F: 3 clusters Score -1821731 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -1821765.750000 Penalty: 3348.954590
	Iteration 21Q: 3 clusters Score -1821766 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1821788.750000 Penalty: 3348.954590
	Iteration 22Q: 3 clusters Score -1821789 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -1821811.250000 Penalty: 3348.954590
	Iteration 23Q: 3 clusters Score -1821811 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -1821827.875000 Penalty: 3348.954590
	Iteration 24Q: 3 clusters Score -1821828 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -1821840.500000 Penalty: 3348.954590
	Iteration 25Q: 3 clusters Score -1821840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -1821850.125000 Penalty: 3348.954590
	Iteration 26Q: 3 clusters Score -1821850 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -1821858.750000 Penalty: 3348.954590
	Iteration 27Q: 3 clusters Score -1821859 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -1821864.250000 Penalty: 3348.954590
	Iteration 28Q: 3 clusters Score -1821864 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -1821873.000000 Penalty: 3348.954590
	Iteration 29Q: 3 clusters Score -1821873 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -1821886.250000 Penalty: 3348.954590
	Iteration 30Q: 3 clusters Score -1821886 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -1821901.250000 Penalty: 3348.954590
	Iteration 31Q: 3 clusters Score -1821901 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -1821912.000000 Penalty: 3348.954590
	Iteration 32Q: 3 clusters Score -1821912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -1821916.250000 Penalty: 3348.954590
	Iteration 33Q: 3 clusters Score -1821916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -1821917.000000 Penalty: 3348.954590
	Iteration 34Q: 3 clusters Score -1821917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -1821919.250000 Penalty: 3348.954590
	Iteration 35Q: 3 clusters Score -1821919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -1821922.875000 Penalty: 3348.954590
	Iteration 36Q: 3 clusters Score -1821923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -1821924.500000 Penalty: 3348.954590
	Iteration 37Q: 3 clusters Score -1821924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -1821930.500000 Penalty: 3348.954590
	Iteration 38Q: 3 clusters Score -1821930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1821934.500000 Penalty: 3348.954590
	Iteration 39Q: 3 clusters Score -1821934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -1821934.375000 Penalty: 3348.954590
	Iteration 40F: 3 clusters Score -1821934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -1821935.250000 Penalty: 3348.954590
	Iteration 41Q: 3 clusters Score -1821935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -1821938.750000 Penalty: 3348.954590
	Iteration 42Q: 3 clusters Score -1821939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -1821939.375000 Penalty: 3348.954590
	Iteration 43Q: 3 clusters Score -1821939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1821941.250000 Penalty: 3348.954590
	Iteration 44Q: 3 clusters Score -1821941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1821938.625000 Penalty: 3348.954590
	Iteration 45Q: 3 clusters Score -1821939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1821934.375000 Penalty: 3348.954590
	Iteration 46Q: 3 clusters Score -1821934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -1821942.250000 Penalty: 3348.954590
	Iteration 47Q: 3 clusters Score -1821942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -1821943.000000 Penalty: 3348.954590
	Iteration 48Q: 3 clusters Score -1821943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -1821948.625000 Penalty: 3348.954590
	Iteration 49Q: 3 clusters Score -1821949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -1821950.000000 Penalty: 3348.954590
	Iteration 50Q: 3 clusters Score -1821950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -1821949.375000 Penalty: 3348.954590
	Iteration 51Q: 3 clusters Score -1821949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -1821948.875000 Penalty: 3348.954590
	Iteration 52Q: 3 clusters Score -1821949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1821957.375000 Penalty: 3348.954590
	Iteration 53Q: 3 clusters Score -1821957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -1821958.500000 Penalty: 3348.954590
	Iteration 54Q: 3 clusters Score -1821958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1821958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1821964 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1821974 nChanged 48
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Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1821975 nChanged 39
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Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1821981 nChanged 38
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Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -1821987.500000 Penalty: 3348.954590
	Iteration 60F: 3 clusters Score -1821988 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1821986 nChanged 41
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Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1821991 nChanged 50
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Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1821992 nChanged 61
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Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1822006 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1822038 nChanged 105
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Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1822077 nChanged 112
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Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1822120 nChanged 143
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Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1822142 nChanged 143
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Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1822162 nChanged 144
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Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1822184 nChanged 143
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Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1822237 nChanged 167
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Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 24417 members 
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Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4832 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1823081 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1823178 nChanged 159
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Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1823223 nChanged 162
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Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1823306 nChanged 140
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Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1823353 nChanged 152
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Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 27990 members 
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	Iteration 107Q: 3 clusters Score -1823397 nChanged 129
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Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 28113 members 
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	Iteration 108Q: 3 clusters Score -1823442 nChanged 97
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Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1823475 nChanged 99
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Mstep: Class 1 contains 1561 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1823512 nChanged 95
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Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 28396 members 
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Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28480 members 
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Mstep: Class 1 contains 1320 members 
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	Iteration 113Q: 3 clusters Score -1823585 nChanged 63
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Mstep: Class 1 contains 1259 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1823606 nChanged 60
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Mstep: Class 1 contains 1201 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1823622 nChanged 51
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Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1823637 nChanged 36
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Mstep: Class 1 contains 1118 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1823649 nChanged 38
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Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 28816 members 
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	Iteration 119Q: 3 clusters Score -1823675 nChanged 35
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Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 28849 members 
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	Iteration 120F: 3 clusters Score -1823685 nChanged 33
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Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28880 members 
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	Iteration 121Q: 3 clusters Score -1823696 nChanged 27
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Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1823704 nChanged 25
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Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1823712 nChanged 29
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Mstep: Class 1 contains 905 members 
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	Iteration 124Q: 3 clusters Score -1823724 nChanged 28
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Mstep: Class 1 contains 881 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1823736 nChanged 17
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Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1823742 nChanged 17
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Mstep: Class 1 contains 851 members 
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	Iteration 127Q: 3 clusters Score -1823748 nChanged 18
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Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29031 members 
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	Iteration 128Q: 3 clusters Score -1823755 nChanged 14
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Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 29041 members 
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	Iteration 129Q: 3 clusters Score -1823760 nChanged 11
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Mstep: Class 1 contains 816 members 
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	Iteration 130Q: 3 clusters Score -1823764 nChanged 17
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Mstep: Class 1 contains 799 members 
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	Iteration 131Q: 3 clusters Score -1823771 nChanged 13
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	Iteration 132Q: 3 clusters Score -1823774 nChanged 7
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Mstep: Class 1 contains 783 members 
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	Iteration 133Q: 3 clusters Score -1823775 nChanged 7
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Mstep: Class 1 contains 778 members 
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	Iteration 134Q: 3 clusters Score -1823774 nChanged 5
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Mstep: Class 1 contains 773 members 
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	Iteration 135Q: 3 clusters Score -1823777 nChanged 5
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Mstep: Class 1 contains 768 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1823779 nChanged 8
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Mstep: Class 1 contains 760 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1823783 nChanged 11
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Mstep: Class 1 contains 749 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1823788 nChanged 7
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Mstep: Class 1 contains 742 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1823790 nChanged 9
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Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -1823791.875000 Penalty: 3348.954590
	Iteration 140F: 3 clusters Score -1823792 nChanged 8
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Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1823796 nChanged 11
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Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1823800 nChanged 8
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Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -1823804.250000 Penalty: 3348.954590
	Iteration 143Q: 3 clusters Score -1823804 nChanged 6
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Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1823807 nChanged 5
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Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -1823809.375000 Penalty: 3348.954590
	Iteration 145Q: 3 clusters Score -1823809 nChanged 9
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Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -1823813.250000 Penalty: 3348.954590
	Iteration 146Q: 3 clusters Score -1823813 nChanged 9
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Mstep: Class 1 contains 683 members 
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Entering Unmasked Estep 
Score: -1823817.875000 Penalty: 3348.954590
	Iteration 147Q: 3 clusters Score -1823818 nChanged 10
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Mstep: Class 1 contains 675 members 
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Entering Unmasked Estep 
Score: -1823820.500000 Penalty: 3348.954590
	Iteration 148Q: 3 clusters Score -1823820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -1823824.375000 Penalty: 3348.954590
	Iteration 149Q: 3 clusters Score -1823824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -1823828.625000 Penalty: 3348.954590
	Iteration 150Q: 3 clusters Score -1823829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -1823827.625000 Penalty: 3348.954590
	Iteration 151Q: 3 clusters Score -1823828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -1823829.875000 Penalty: 3348.954590
	Iteration 152Q: 3 clusters Score -1823830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -1823829.750000 Penalty: 3348.954590
	Iteration 153Q: 3 clusters Score -1823830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -1823833.750000 Penalty: 3348.954590
	Iteration 154Q: 3 clusters Score -1823834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -1823835.125000 Penalty: 3348.954590
	Iteration 155Q: 3 clusters Score -1823835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -1823837.375000 Penalty: 3348.954590
	Iteration 156Q: 3 clusters Score -1823837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -1823839.375000 Penalty: 3348.954590
	Iteration 157Q: 3 clusters Score -1823839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -1823839.375000 Penalty: 3348.954590
	Iteration 158F: 3 clusters Score -1823839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Entering Unmasked Estep 
Score: -5396637.000000 Penalty: 1849.548462
	Iteration 0F: 2 clusters Score -5396637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -5337848.500000 Penalty: 3699.096924
	Iteration 0F: 3 clusters Score -5337848 nChanged 41875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -5362772.500000 Penalty: 3699.096924
	Iteration 1F: 3 clusters Score -5362772 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -5364006.000000 Penalty: 3699.096924
	Iteration 2Q: 3 clusters Score -5364006 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -5365796.000000 Penalty: 3699.096924
	Iteration 3Q: 3 clusters Score -5365796 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -5368544.000000 Penalty: 3699.096924
	Iteration 4F: 3 clusters Score -5368544 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -5372401.500000 Penalty: 3699.096924
	Iteration 5F: 3 clusters Score -5372402 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -5377363.000000 Penalty: 3699.096924
	Iteration 6F: 3 clusters Score -5377363 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -5382748.000000 Penalty: 3699.096924
	Iteration 7F: 3 clusters Score -5382748 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -5387709.000000 Penalty: 3699.096924
	Iteration 8F: 3 clusters Score -5387709 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 83044 members 
Entering Unmasked Estep 
Score: -5391275.000000 Penalty: 3699.096924
	Iteration 9Q: 3 clusters Score -5391275 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -5393261.500000 Penalty: 3699.096924
	Iteration 10Q: 3 clusters Score -5393262 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -5394219.500000 Penalty: 3699.096924
	Iteration 11Q: 3 clusters Score -5394220 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -5394682.500000 Penalty: 3699.096924
	Iteration 12Q: 3 clusters Score -5394682 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -5394845.000000 Penalty: 3699.096924
	Iteration 13Q: 3 clusters Score -5394845 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 87309 members 
Entering Unmasked Estep 
Score: -5394950.500000 Penalty: 3699.096924
	Iteration 14Q: 3 clusters Score -5394950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -5395014.500000 Penalty: 3699.096924
	Iteration 15Q: 3 clusters Score -5395014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -5395040.000000 Penalty: 3699.096924
	Iteration 16Q: 3 clusters Score -5395040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -5395061.500000 Penalty: 3699.096924
	Iteration 17Q: 3 clusters Score -5395062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -5395090.000000 Penalty: 3699.096924
	Iteration 18Q: 3 clusters Score -5395090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -5395099.500000 Penalty: 3699.096924
	Iteration 19Q: 3 clusters Score -5395100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -5395105.500000 Penalty: 3699.096924
	Iteration 20F: 3 clusters Score -5395106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -5395113.000000 Penalty: 3699.096924
	Iteration 21Q: 3 clusters Score -5395113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -5395125.500000 Penalty: 3699.096924
	Iteration 22Q: 3 clusters Score -5395126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -5395134.500000 Penalty: 3699.096924
	Iteration 23Q: 3 clusters Score -5395134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -5395137.500000 Penalty: 3699.096924
	Iteration 24Q: 3 clusters Score -5395138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -5395139.500000 Penalty: 3699.096924
	Iteration 25Q: 3 clusters Score -5395140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -5395146.000000 Penalty: 3699.096924
	Iteration 26Q: 3 clusters Score -5395146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -5395146.500000 Penalty: 3699.096924
	Iteration 27Q: 3 clusters Score -5395146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -5395146.500000 Penalty: 3699.096924
	Iteration 28F: 3 clusters Score -5395146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -405176.343750 Penalty: 1434.010132
	Iteration 0F: 2 clusters Score -405176.3 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 3359 members 
Entering Unmasked Estep 
Score: -399985.968750 Penalty: 2868.020264
	Iteration 0F: 3 clusters Score -399986 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -401576.593750 Penalty: 2868.020264
	Iteration 1F: 3 clusters Score -401576.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -401870.437500 Penalty: 2868.020264
	Iteration 2F: 3 clusters Score -401870.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -402127.468750 Penalty: 2868.020264
	Iteration 3F: 3 clusters Score -402127.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -402354.500000 Penalty: 2868.020264
	Iteration 4F: 3 clusters Score -402354.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -402618.312500 Penalty: 2868.020264
	Iteration 5Q: 3 clusters Score -402618.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -402918.125000 Penalty: 2868.020264
	Iteration 6F: 3 clusters Score -402918.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -403192.906250 Penalty: 2868.020264
	Iteration 7F: 3 clusters Score -403192.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -403378.156250 Penalty: 2868.020264
	Iteration 8Q: 3 clusters Score -403378.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -403516.125000 Penalty: 2868.020264
	Iteration 9Q: 3 clusters Score -403516.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -403616.531250 Penalty: 2868.020264
	Iteration 10Q: 3 clusters Score -403616.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -403714.750000 Penalty: 2868.020264
	Iteration 11Q: 3 clusters Score -403714.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -403807.500000 Penalty: 2868.020264
	Iteration 12Q: 3 clusters Score -403807.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -403889.312500 Penalty: 2868.020264
	Iteration 13Q: 3 clusters Score -403889.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -403951.812500 Penalty: 2868.020264
	Iteration 14Q: 3 clusters Score -403951.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -404006.156250 Penalty: 2868.020264
	Iteration 15Q: 3 clusters Score -404006.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -404055.531250 Penalty: 2868.020264
	Iteration 16Q: 3 clusters Score -404055.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -404103.750000 Penalty: 2868.020264
	Iteration 17Q: 3 clusters Score -404103.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -404152.906250 Penalty: 2868.020264
	Iteration 18Q: 3 clusters Score -404152.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -404191.937500 Penalty: 2868.020264
	Iteration 19Q: 3 clusters Score -404191.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -404224.062500 Penalty: 2868.020264
	Iteration 20F: 3 clusters Score -404224.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -404241.531250 Penalty: 2868.020264
	Iteration 21Q: 3 clusters Score -404241.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -404255.687500 Penalty: 2868.020264
	Iteration 22Q: 3 clusters Score -404255.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -404267.718750 Penalty: 2868.020264
	Iteration 23Q: 3 clusters Score -404267.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -404278.281250 Penalty: 2868.020264
	Iteration 24Q: 3 clusters Score -404278.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -404289.718750 Penalty: 2868.020264
	Iteration 25Q: 3 clusters Score -404289.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -404295.812500 Penalty: 2868.020264
	Iteration 26Q: 3 clusters Score -404295.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -404301.562500 Penalty: 2868.020264
	Iteration 27Q: 3 clusters Score -404301.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -404304.843750 Penalty: 2868.020264
	Iteration 28Q: 3 clusters Score -404304.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -404305.781250 Penalty: 2868.020264
	Iteration 29Q: 3 clusters Score -404305.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -404308.406250 Penalty: 2868.020264
	Iteration 30Q: 3 clusters Score -404308.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -404310.375000 Penalty: 2868.020264
	Iteration 31Q: 3 clusters Score -404310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -404310.468750 Penalty: 2868.020264
	Iteration 32Q: 3 clusters Score -404310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -404312.250000 Penalty: 2868.020264
	Iteration 33Q: 3 clusters Score -404312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -404312.968750 Penalty: 2868.020264
	Iteration 34Q: 3 clusters Score -404313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -404313.343750 Penalty: 2868.020264
	Iteration 35Q: 3 clusters Score -404313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -404313.062500 Penalty: 2868.020264
	Iteration 36Q: 3 clusters Score -404313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -404313.937500 Penalty: 2868.020264
	Iteration 37Q: 3 clusters Score -404313.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -404314.968750 Penalty: 2868.020264
	Iteration 38Q: 3 clusters Score -404315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -404316.312500 Penalty: 2868.020264
	Iteration 39Q: 3 clusters Score -404316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -404316.031250 Penalty: 2868.020264
	Iteration 40F: 3 clusters Score -404316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -404316.187500 Penalty: 2868.020264
	Iteration 41Q: 3 clusters Score -404316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -404316.437500 Penalty: 2868.020264
	Iteration 42Q: 3 clusters Score -404316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -404316.437500 Penalty: 2868.020264
	Iteration 43F: 3 clusters Score -404316.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -361263.281250 Penalty: 1414.562500
	Iteration 0F: 2 clusters Score -361263.3 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 3022 members 
Entering Unmasked Estep 
Score: -356714.375000 Penalty: 2829.125000
	Iteration 0F: 3 clusters Score -356714.4 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -358341.000000 Penalty: 2829.125000
	Iteration 1F: 3 clusters Score -358341 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -358797.781250 Penalty: 2829.125000
	Iteration 2F: 3 clusters Score -358797.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -359216.093750 Penalty: 2829.125000
	Iteration 3F: 3 clusters Score -359216.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -359601.968750 Penalty: 2829.125000
	Iteration 4F: 3 clusters Score -359602 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -359933.687500 Penalty: 2829.125000
	Iteration 5F: 3 clusters Score -359933.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -360193.718750 Penalty: 2829.125000
	Iteration 6F: 3 clusters Score -360193.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -360371.750000 Penalty: 2829.125000
	Iteration 7Q: 3 clusters Score -360371.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -360500.187500 Penalty: 2829.125000
	Iteration 8Q: 3 clusters Score -360500.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -360619.031250 Penalty: 2829.125000
	Iteration 9Q: 3 clusters Score -360619 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -360688.562500 Penalty: 2829.125000
	Iteration 10Q: 3 clusters Score -360688.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -360727.968750 Penalty: 2829.125000
	Iteration 11Q: 3 clusters Score -360728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -360753.750000 Penalty: 2829.125000
	Iteration 12Q: 3 clusters Score -360753.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -360770.062500 Penalty: 2829.125000
	Iteration 13Q: 3 clusters Score -360770.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -360780.656250 Penalty: 2829.125000
	Iteration 14Q: 3 clusters Score -360780.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -360795.937500 Penalty: 2829.125000
	Iteration 15Q: 3 clusters Score -360795.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -360810.593750 Penalty: 2829.125000
	Iteration 16Q: 3 clusters Score -360810.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -360817.656250 Penalty: 2829.125000
	Iteration 17Q: 3 clusters Score -360817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -360820.593750 Penalty: 2829.125000
	Iteration 18Q: 3 clusters Score -360820.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -360824.000000 Penalty: 2829.125000
	Iteration 19Q: 3 clusters Score -360824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -360827.562500 Penalty: 2829.125000
	Iteration 20F: 3 clusters Score -360827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -360829.312500 Penalty: 2829.125000
	Iteration 21Q: 3 clusters Score -360829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -360830.250000 Penalty: 2829.125000
	Iteration 22Q: 3 clusters Score -360830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -360830.218750 Penalty: 2829.125000
	Iteration 23Q: 3 clusters Score -360830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -360830.812500 Penalty: 2829.125000
	Iteration 24Q: 3 clusters Score -360830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -360832.343750 Penalty: 2829.125000
	Iteration 25Q: 3 clusters Score -360832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -360833.687500 Penalty: 2829.125000
	Iteration 26Q: 3 clusters Score -360833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -360833.375000 Penalty: 2829.125000
	Iteration 27Q: 3 clusters Score -360833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -360833.843750 Penalty: 2829.125000
	Iteration 28Q: 3 clusters Score -360833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -360833.843750 Penalty: 2829.125000
	Iteration 29F: 3 clusters Score -360833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Entering Unmasked Estep 
Score: -920838.687500 Penalty: 1559.152710
	Iteration 0F: 2 clusters Score -920838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -910654.187500 Penalty: 3118.305420
	Iteration 0F: 3 clusters Score -910654.2 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -914202.937500 Penalty: 3118.305420
	Iteration 1F: 3 clusters Score -914202.9 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -914517.500000 Penalty: 3118.305420
	Iteration 2F: 3 clusters Score -914517.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -914784.125000 Penalty: 3118.305420
	Iteration 3Q: 3 clusters Score -914784.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -914978.250000 Penalty: 3118.305420
	Iteration 4Q: 3 clusters Score -914978.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -915169.687500 Penalty: 3118.305420
	Iteration 5Q: 3 clusters Score -915169.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -915367.187500 Penalty: 3118.305420
	Iteration 6Q: 3 clusters Score -915367.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -915577.375000 Penalty: 3118.305420
	Iteration 7Q: 3 clusters Score -915577.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -915818.562500 Penalty: 3118.305420
	Iteration 8Q: 3 clusters Score -915818.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -916138.625000 Penalty: 3118.305420
	Iteration 9Q: 3 clusters Score -916138.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -916527.750000 Penalty: 3118.305420
	Iteration 10Q: 3 clusters Score -916527.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -916992.375000 Penalty: 3118.305420
	Iteration 11Q: 3 clusters Score -916992.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -917461.312500 Penalty: 3118.305420
	Iteration 12Q: 3 clusters Score -917461.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -917842.687500 Penalty: 3118.305420
	Iteration 13Q: 3 clusters Score -917842.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -918119.312500 Penalty: 3118.305420
	Iteration 14Q: 3 clusters Score -918119.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -918314.625000 Penalty: 3118.305420
	Iteration 15Q: 3 clusters Score -918314.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -918475.687500 Penalty: 3118.305420
	Iteration 16Q: 3 clusters Score -918475.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -918621.125000 Penalty: 3118.305420
	Iteration 17Q: 3 clusters Score -918621.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -918735.687500 Penalty: 3118.305420
	Iteration 18Q: 3 clusters Score -918735.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -918827.562500 Penalty: 3118.305420
	Iteration 19Q: 3 clusters Score -918827.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -918914.312500 Penalty: 3118.305420
	Iteration 20F: 3 clusters Score -918914.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -918984.375000 Penalty: 3118.305420
	Iteration 21Q: 3 clusters Score -918984.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -919042.750000 Penalty: 3118.305420
	Iteration 22Q: 3 clusters Score -919042.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -919099.437500 Penalty: 3118.305420
	Iteration 23Q: 3 clusters Score -919099.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -919152.812500 Penalty: 3118.305420
	Iteration 24Q: 3 clusters Score -919152.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -919203.250000 Penalty: 3118.305420
	Iteration 25Q: 3 clusters Score -919203.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -919266.687500 Penalty: 3118.305420
	Iteration 26Q: 3 clusters Score -919266.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -919318.500000 Penalty: 3118.305420
	Iteration 27Q: 3 clusters Score -919318.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -919369.437500 Penalty: 3118.305420
	Iteration 28Q: 3 clusters Score -919369.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -919427.187500 Penalty: 3118.305420
	Iteration 29Q: 3 clusters Score -919427.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -919478.000000 Penalty: 3118.305420
	Iteration 30Q: 3 clusters Score -919478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -919527.437500 Penalty: 3118.305420
	Iteration 31Q: 3 clusters Score -919527.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -919568.500000 Penalty: 3118.305420
	Iteration 32Q: 3 clusters Score -919568.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -919605.625000 Penalty: 3118.305420
	Iteration 33Q: 3 clusters Score -919605.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -919649.500000 Penalty: 3118.305420
	Iteration 34Q: 3 clusters Score -919649.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -919692.562500 Penalty: 3118.305420
	Iteration 35Q: 3 clusters Score -919692.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -919742.562500 Penalty: 3118.305420
	Iteration 36Q: 3 clusters Score -919742.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -919781.125000 Penalty: 3118.305420
	Iteration 37Q: 3 clusters Score -919781.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -919810.812500 Penalty: 3118.305420
	Iteration 38Q: 3 clusters Score -919810.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -919835.437500 Penalty: 3118.305420
	Iteration 39Q: 3 clusters Score -919835.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -919848.250000 Penalty: 3118.305420
	Iteration 40F: 3 clusters Score -919848.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -919864.250000 Penalty: 3118.305420
	Iteration 41Q: 3 clusters Score -919864.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -919878.687500 Penalty: 3118.305420
	Iteration 42Q: 3 clusters Score -919878.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -919892.250000 Penalty: 3118.305420
	Iteration 43Q: 3 clusters Score -919892.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -919899.625000 Penalty: 3118.305420
	Iteration 44Q: 3 clusters Score -919899.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -919909.437500 Penalty: 3118.305420
	Iteration 45Q: 3 clusters Score -919909.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -919915.125000 Penalty: 3118.305420
	Iteration 46Q: 3 clusters Score -919915.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -919923.625000 Penalty: 3118.305420
	Iteration 47Q: 3 clusters Score -919923.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -919931.562500 Penalty: 3118.305420
	Iteration 48Q: 3 clusters Score -919931.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -919936.687500 Penalty: 3118.305420
	Iteration 49Q: 3 clusters Score -919936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -919940.500000 Penalty: 3118.305420
	Iteration 50Q: 3 clusters Score -919940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -919942.000000 Penalty: 3118.305420
	Iteration 51Q: 3 clusters Score -919942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -919946.375000 Penalty: 3118.305420
	Iteration 52Q: 3 clusters Score -919946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -919948.937500 Penalty: 3118.305420
	Iteration 53Q: 3 clusters Score -919948.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -919949.125000 Penalty: 3118.305420
	Iteration 54Q: 3 clusters Score -919949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -919952.000000 Penalty: 3118.305420
	Iteration 55Q: 3 clusters Score -919952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -919954.750000 Penalty: 3118.305420
	Iteration 56Q: 3 clusters Score -919954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -919954.125000 Penalty: 3118.305420
	Iteration 57Q: 3 clusters Score -919954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -919954.062500 Penalty: 3118.305420
	Iteration 58Q: 3 clusters Score -919954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -919954.062500 Penalty: 3118.305420
	Iteration 59F: 3 clusters Score -919954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Entering Unmasked Estep 
Score: -1718711.375000 Penalty: 1663.359619
	Iteration 0F: 2 clusters Score -1718711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1699717.750000 Penalty: 3326.719238
	Iteration 0F: 3 clusters Score -1699718 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1706876.250000 Penalty: 3326.719238
	Iteration 1F: 3 clusters Score -1706876 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1707191.500000 Penalty: 3326.719238
	Iteration 2Q: 3 clusters Score -1707192 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1707499.250000 Penalty: 3326.719238
	Iteration 3Q: 3 clusters Score -1707499 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1707823.375000 Penalty: 3326.719238
	Iteration 4Q: 3 clusters Score -1707823 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1708133.125000 Penalty: 3326.719238
	Iteration 5Q: 3 clusters Score -1708133 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1708448.250000 Penalty: 3326.719238
	Iteration 6Q: 3 clusters Score -1708448 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1708736.875000 Penalty: 3326.719238
	Iteration 7Q: 3 clusters Score -1708737 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1709057.625000 Penalty: 3326.719238
	Iteration 8Q: 3 clusters Score -1709058 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1709452.500000 Penalty: 3326.719238
	Iteration 9Q: 3 clusters Score -1709452 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1709918.625000 Penalty: 3326.719238
	Iteration 10Q: 3 clusters Score -1709919 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1710497.750000 Penalty: 3326.719238
	Iteration 11Q: 3 clusters Score -1710498 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1711184.625000 Penalty: 3326.719238
	Iteration 12Q: 3 clusters Score -1711185 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1711931.125000 Penalty: 3326.719238
	Iteration 13Q: 3 clusters Score -1711931 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1712608.875000 Penalty: 3326.719238
	Iteration 14Q: 3 clusters Score -1712609 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1713216.000000 Penalty: 3326.719238
	Iteration 15Q: 3 clusters Score -1713216 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1713770.875000 Penalty: 3326.719238
	Iteration 16Q: 3 clusters Score -1713771 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1714252.625000 Penalty: 3326.719238
	Iteration 17Q: 3 clusters Score -1714253 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1714660.750000 Penalty: 3326.719238
	Iteration 18Q: 3 clusters Score -1714661 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1715050.250000 Penalty: 3326.719238
	Iteration 19Q: 3 clusters Score -1715050 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1715412.875000 Penalty: 3326.719238
	Iteration 20F: 3 clusters Score -1715413 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1715771.375000 Penalty: 3326.719238
	Iteration 21Q: 3 clusters Score -1715771 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1716089.375000 Penalty: 3326.719238
	Iteration 22Q: 3 clusters Score -1716089 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1716362.875000 Penalty: 3326.719238
	Iteration 23Q: 3 clusters Score -1716363 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1716602.125000 Penalty: 3326.719238
	Iteration 24Q: 3 clusters Score -1716602 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1716764.375000 Penalty: 3326.719238
	Iteration 25Q: 3 clusters Score -1716764 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1716915.750000 Penalty: 3326.719238
	Iteration 26Q: 3 clusters Score -1716916 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1717048.500000 Penalty: 3326.719238
	Iteration 27Q: 3 clusters Score -1717048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1717158.000000 Penalty: 3326.719238
	Iteration 28Q: 3 clusters Score -1717158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1717218.375000 Penalty: 3326.719238
	Iteration 29Q: 3 clusters Score -1717218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1717246.750000 Penalty: 3326.719238
	Iteration 30Q: 3 clusters Score -1717247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1717277.875000 Penalty: 3326.719238
	Iteration 31Q: 3 clusters Score -1717278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1717309.875000 Penalty: 3326.719238
	Iteration 32Q: 3 clusters Score -1717310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1717330.250000 Penalty: 3326.719238
	Iteration 33Q: 3 clusters Score -1717330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1717344.625000 Penalty: 3326.719238
	Iteration 34Q: 3 clusters Score -1717345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1717354.250000 Penalty: 3326.719238
	Iteration 35Q: 3 clusters Score -1717354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1717368.250000 Penalty: 3326.719238
	Iteration 36Q: 3 clusters Score -1717368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1717382.375000 Penalty: 3326.719238
	Iteration 37Q: 3 clusters Score -1717382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1717388.375000 Penalty: 3326.719238
	Iteration 38Q: 3 clusters Score -1717388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1717393.750000 Penalty: 3326.719238
	Iteration 39Q: 3 clusters Score -1717394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1717394.125000 Penalty: 3326.719238
	Iteration 40F: 3 clusters Score -1717394 nChanged 0
--- Evaluating fit on full set of 1375465 points ---
Entering Unmasked Estep 
Score: -80893384.000000 Penalty: 48233.304688
23->22 Clusters: Score -80893384.000000, best is -80964240.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 458488 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 19994 members 
Mstep: Class 3 contains 20023 members 
Mstep: Class 4 contains 19837 members 
Mstep: Class 5 contains 20092 members 
Mstep: Class 6 contains 19931 members 
Mstep: Class 7 contains 19991 members 
Mstep: Class 8 contains 19975 members 
Mstep: Class 9 contains 19811 members 
Mstep: Class 10 contains 19896 members 
Mstep: Class 11 contains 19937 members 
Mstep: Class 12 contains 19939 members 
Mstep: Class 13 contains 19863 members 
Mstep: Class 14 contains 19709 members 
Mstep: Class 15 contains 19631 members 
Mstep: Class 16 contains 19777 members 
Mstep: Class 17 contains 20008 members 
Mstep: Class 18 contains 20084 members 
Mstep: Class 19 contains 20015 members 
Mstep: Class 20 contains 19947 members 
Mstep: Class 21 contains 19937 members 
Mstep: Class 22 contains 20159 members 
Mstep: Class 23 contains 20016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 662.418518 but Gain 2118.300781
Score: -24932046.000000 Penalty: 46602.589844
Iteration 0F: 23 clusters Score -2.493205e+07 nChanged 434151
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 21731 members 
Mstep: Class 3 contains 15103 members 
Mstep: Class 4 contains 18093 members 
Mstep: Class 5 contains 21952 members 
Mstep: Class 6 contains 28312 members 
Mstep: Class 7 contains 30126 members 
Mstep: Class 8 contains 14147 members 
Mstep: Class 9 contains 16805 members 
Mstep: Class 10 contains 13129 members 
Mstep: Class 11 contains 23703 members 
Mstep: Class 12 contains 44616 members 
Mstep: Class 13 contains 18714 members 
Mstep: Class 14 contains 20001 members 
Mstep: Class 15 contains 15967 members 
Mstep: Class 16 contains 22419 members 
Mstep: Class 17 contains 21394 members 
Mstep: Class 18 contains 18494 members 
Mstep: Class 20 contains 21745 members 
Mstep: Class 21 contains 13844 members 
Mstep: Class 22 contains 15372 members 
Mstep: Class 23 contains 21166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26188942.000000 Penalty: 46602.589844
Iteration 1F: 23 clusters Score -2.618894e+07 nChanged 153818
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 18589 members 
Mstep: Class 3 contains 10070 members 
Mstep: Class 4 contains 11744 members 
Mstep: Class 5 contains 17904 members 
Mstep: Class 6 contains 32271 members 
Mstep: Class 7 contains 42463 members 
Mstep: Class 8 contains 13472 members 
Mstep: Class 9 contains 15848 members 
Mstep: Class 10 contains 9320 members 
Mstep: Class 11 contains 24432 members 
Mstep: Class 12 contains 66019 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 20337 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 25401 members 
Mstep: Class 17 contains 21042 members 
Mstep: Class 18 contains 16714 members 
Mstep: Class 20 contains 19321 members 
Mstep: Class 21 contains 12225 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 16049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26417408.000000 Penalty: 46602.589844
Iteration 2F: 23 clusters Score -2.641741e+07 nChanged 110951
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 15145 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 9159 members 
Mstep: Class 5 contains 14150 members 
Mstep: Class 6 contains 33420 members 
Mstep: Class 7 contains 52600 members 
Mstep: Class 8 contains 15438 members 
Mstep: Class 9 contains 13441 members 
Mstep: Class 10 contains 6413 members 
Mstep: Class 11 contains 22891 members 
Mstep: Class 12 contains 85164 members 
Mstep: Class 13 contains 12337 members 
Mstep: Class 14 contains 18945 members 
Mstep: Class 15 contains 15970 members 
Mstep: Class 16 contains 24282 members 
Mstep: Class 17 contains 21223 members 
Mstep: Class 18 contains 13805 members 
Mstep: Class 20 contains 17914 members 
Mstep: Class 21 contains 12677 members 
Mstep: Class 22 contains 12677 members 
Mstep: Class 23 contains 11646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536148.000000 Penalty: 46602.589844
Iteration 3F: 23 clusters Score -2.653615e+07 nChanged 84582
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 12678 members 
Mstep: Class 3 contains 5829 members 
Mstep: Class 4 contains 8336 members 
Mstep: Class 5 contains 10906 members 
Mstep: Class 6 contains 33749 members 
Mstep: Class 7 contains 58242 members 
Mstep: Class 8 contains 18110 members 
Mstep: Class 9 contains 10494 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 21680 members 
Mstep: Class 12 contains 103874 members 
Mstep: Class 13 contains 8810 members 
Mstep: Class 14 contains 16596 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 21836 members 
Mstep: Class 17 contains 20884 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 12144 members 
Mstep: Class 22 contains 12718 members 
Mstep: Class 23 contains 8452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26619138.000000 Penalty: 46602.589844
Iteration 4F: 23 clusters Score -2.661914e+07 nChanged 70776
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 11228 members 
Mstep: Class 3 contains 4875 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 8102 members 
Mstep: Class 6 contains 34621 members 
Mstep: Class 7 contains 59709 members 
Mstep: Class 8 contains 20510 members 
Mstep: Class 9 contains 7691 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 22333 members 
Mstep: Class 12 contains 122145 members 
Mstep: Class 13 contains 5696 members 
Mstep: Class 14 contains 13813 members 
Mstep: Class 15 contains 15692 members 
Mstep: Class 16 contains 18873 members 
Mstep: Class 17 contains 19255 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 20 contains 19511 members 
Mstep: Class 21 contains 11284 members 
Mstep: Class 22 contains 12648 members 
Mstep: Class 23 contains 6272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26685880.000000 Penalty: 46602.589844
Iteration 5F: 23 clusters Score -2.668588e+07 nChanged 61169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 10513 members 
Mstep: Class 3 contains 4168 members 
Mstep: Class 4 contains 7653 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 36205 members 
Mstep: Class 7 contains 58531 members 
Mstep: Class 8 contains 22620 members 
Mstep: Class 9 contains 5433 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 24331 members 
Mstep: Class 12 contains 139516 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 14531 members 
Mstep: Class 16 contains 15277 members 
Mstep: Class 17 contains 16523 members 
Mstep: Class 18 contains 5316 members 
Mstep: Class 20 contains 20883 members 
Mstep: Class 21 contains 10596 members 
Mstep: Class 22 contains 12382 members 
Mstep: Class 23 contains 4794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26742916.000000 Penalty: 46602.589844
Iteration 6F: 23 clusters Score -2.674292e+07 nChanged 51206
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 10384 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 7321 members 
Mstep: Class 5 contains 4840 members 
Mstep: Class 6 contains 37747 members 
Mstep: Class 7 contains 57108 members 
Mstep: Class 8 contains 24427 members 
Mstep: Class 9 contains 3993 members 
Mstep: Class 10 contains 1715 members 
Mstep: Class 11 contains 26514 members 
Mstep: Class 12 contains 154589 members 
Mstep: Class 13 contains 2191 members 
Mstep: Class 14 contains 9129 members 
Mstep: Class 15 contains 13077 members 
Mstep: Class 16 contains 11229 members 
Mstep: Class 17 contains 13553 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 20 contains 21479 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1637.272217 but Gain 2118.300781
Score: -26790008.000000 Penalty: 44484.289062
Iteration 7F: 22 clusters Score -2.679001e+07 nChanged 42194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 7061 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 38793 members 
Mstep: Class 7 contains 58101 members 
Mstep: Class 8 contains 26378 members 
Mstep: Class 9 contains 3430 members 
Mstep: Class 10 contains 1389 members 
Mstep: Class 11 contains 28246 members 
Mstep: Class 12 contains 165434 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 11572 members 
Mstep: Class 16 contains 7357 members 
Mstep: Class 17 contains 11189 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 20 contains 21487 members 
Mstep: Class 21 contains 9761 members 
Mstep: Class 22 contains 11222 members 
Mstep: Class 23 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1903.068970 but Gain 2118.296875
Score: -26823812.000000 Penalty: 42365.992188
Iteration 8F: 21 clusters Score -2.682381e+07 nChanged 32294
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 3696 members 
Mstep: Class 4 contains 6924 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 39349 members 
Mstep: Class 7 contains 60445 members 
Mstep: Class 8 contains 28251 members 
Mstep: Class 9 contains 3247 members 
Mstep: Class 11 contains 29093 members 
Mstep: Class 12 contains 172349 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 10238 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 1862 members 
Mstep: Class 20 contains 20837 members 
Mstep: Class 21 contains 9539 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 3015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1846.122803 but Gain 2118.300781
Score: -26845566.000000 Penalty: 40247.691406
Iteration 9F: 20 clusters Score -2.684557e+07 nChanged 24843
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 6844 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 39555 members 
Mstep: Class 7 contains 63038 members 
Mstep: Class 8 contains 30698 members 
Mstep: Class 9 contains 3423 members 
Mstep: Class 11 contains 29828 members 
Mstep: Class 12 contains 176344 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 9093 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 20 contains 20120 members 
Mstep: Class 21 contains 9332 members 
Mstep: Class 22 contains 9444 members 
Mstep: Class 23 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26860566.000000 Penalty: 40247.691406
Iteration 10F: 20 clusters Score -2.686057e+07 nChanged 18537
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 11962 members 
Mstep: Class 3 contains 3868 members 
Mstep: Class 4 contains 6794 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 39443 members 
Mstep: Class 7 contains 65978 members 
Mstep: Class 8 contains 32372 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 11 contains 30089 members 
Mstep: Class 12 contains 178174 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 1719 members 
Mstep: Class 17 contains 6586 members 
Mstep: Class 20 contains 19427 members 
Mstep: Class 21 contains 9135 members 
Mstep: Class 22 contains 8508 members 
Mstep: Class 23 contains 2501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1696.654541 but Gain 2118.300781
Score: -26871180.000000 Penalty: 38129.390625
Iteration 11Q: 19 clusters Score -2.687118e+07 nChanged 16354
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 6745 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 39370 members 
Mstep: Class 7 contains 69086 members 
Mstep: Class 8 contains 33824 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 11 contains 30203 members 
Mstep: Class 12 contains 179632 members 
Mstep: Class 14 contains 5269 members 
Mstep: Class 15 contains 7605 members 
Mstep: Class 17 contains 5794 members 
Mstep: Class 20 contains 18951 members 
Mstep: Class 21 contains 8851 members 
Mstep: Class 22 contains 7741 members 
Mstep: Class 23 contains 2341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26880784.000000 Penalty: 38129.390625
Iteration 12Q: 19 clusters Score -2.688078e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 12412 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 6690 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 39147 members 
Mstep: Class 7 contains 72320 members 
Mstep: Class 8 contains 34994 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 11 contains 30266 members 
Mstep: Class 12 contains 179105 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 15 contains 7142 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 7183 members 
Mstep: Class 23 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26887048.000000 Penalty: 38129.390625
Iteration 13Q: 19 clusters Score -2.688705e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 12480 members 
Mstep: Class 3 contains 4209 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 38918 members 
Mstep: Class 7 contains 75681 members 
Mstep: Class 8 contains 35931 members 
Mstep: Class 9 contains 4707 members 
Mstep: Class 11 contains 30254 members 
Mstep: Class 12 contains 178176 members 
Mstep: Class 14 contains 4501 members 
Mstep: Class 15 contains 6784 members 
Mstep: Class 17 contains 4774 members 
Mstep: Class 20 contains 18831 members 
Mstep: Class 21 contains 8323 members 
Mstep: Class 22 contains 6804 members 
Mstep: Class 23 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26892714.000000 Penalty: 38129.390625
Iteration 14Q: 19 clusters Score -2.689271e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 12524 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 6622 members 
Mstep: Class 5 contains 4026 members 
Mstep: Class 6 contains 38712 members 
Mstep: Class 7 contains 78897 members 
Mstep: Class 8 contains 36615 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 11 contains 30287 members 
Mstep: Class 12 contains 176986 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 6485 members 
Mstep: Class 17 contains 4477 members 
Mstep: Class 20 contains 19017 members 
Mstep: Class 21 contains 8098 members 
Mstep: Class 22 contains 6600 members 
Mstep: Class 23 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26897144.000000 Penalty: 38129.390625
Iteration 15Q: 19 clusters Score -2.689714e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12515 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 6605 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 38541 members 
Mstep: Class 7 contains 81870 members 
Mstep: Class 8 contains 37040 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 11 contains 30478 members 
Mstep: Class 12 contains 175496 members 
Mstep: Class 14 contains 3628 members 
Mstep: Class 15 contains 6238 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 20 contains 19338 members 
Mstep: Class 21 contains 7925 members 
Mstep: Class 22 contains 6498 members 
Mstep: Class 23 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26900992.000000 Penalty: 38129.390625
Iteration 16Q: 19 clusters Score -2.690099e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 6597 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 38397 members 
Mstep: Class 7 contains 84591 members 
Mstep: Class 8 contains 37362 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 11 contains 30798 members 
Mstep: Class 12 contains 173719 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 6014 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 20 contains 19736 members 
Mstep: Class 21 contains 7777 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26904088.000000 Penalty: 38129.390625
Iteration 17Q: 19 clusters Score -2.690409e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 12416 members 
Mstep: Class 3 contains 4613 members 
Mstep: Class 4 contains 6602 members 
Mstep: Class 5 contains 4507 members 
Mstep: Class 6 contains 38291 members 
Mstep: Class 7 contains 86939 members 
Mstep: Class 8 contains 37616 members 
Mstep: Class 9 contains 5583 members 
Mstep: Class 11 contains 31294 members 
Mstep: Class 12 contains 171658 members 
Mstep: Class 14 contains 2963 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 17 contains 4097 members 
Mstep: Class 20 contains 20210 members 
Mstep: Class 21 contains 7664 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26906764.000000 Penalty: 38129.390625
Iteration 18Q: 19 clusters Score -2.690676e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 12330 members 
Mstep: Class 3 contains 4655 members 
Mstep: Class 4 contains 6598 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 38156 members 
Mstep: Class 7 contains 88988 members 
Mstep: Class 8 contains 37848 members 
Mstep: Class 9 contains 5765 members 
Mstep: Class 11 contains 31819 members 
Mstep: Class 12 contains 169427 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 17 contains 4086 members 
Mstep: Class 20 contains 20706 members 
Mstep: Class 21 contains 7590 members 
Mstep: Class 22 contains 6518 members 
Mstep: Class 23 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26909326.000000 Penalty: 38129.390625
Iteration 19Q: 19 clusters Score -2.690933e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 12203 members 
Mstep: Class 3 contains 4675 members 
Mstep: Class 4 contains 6603 members 
Mstep: Class 5 contains 4861 members 
Mstep: Class 6 contains 38042 members 
Mstep: Class 7 contains 90743 members 
Mstep: Class 8 contains 38068 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 11 contains 32361 members 
Mstep: Class 12 contains 167143 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 5634 members 
Mstep: Class 17 contains 4112 members 
Mstep: Class 20 contains 21210 members 
Mstep: Class 21 contains 7530 members 
Mstep: Class 22 contains 6493 members 
Mstep: Class 23 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26911724.000000 Penalty: 38129.390625
Iteration 20F: 19 clusters Score -2.691172e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 37910 members 
Mstep: Class 7 contains 92294 members 
Mstep: Class 8 contains 38260 members 
Mstep: Class 9 contains 6109 members 
Mstep: Class 11 contains 32770 members 
Mstep: Class 12 contains 164950 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 20 contains 21686 members 
Mstep: Class 21 contains 7466 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26913976.000000 Penalty: 38129.390625
Iteration 21Q: 19 clusters Score -2.691398e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 11963 members 
Mstep: Class 3 contains 4741 members 
Mstep: Class 4 contains 6603 members 
Mstep: Class 5 contains 5262 members 
Mstep: Class 6 contains 37785 members 
Mstep: Class 7 contains 93500 members 
Mstep: Class 8 contains 38436 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 11 contains 33124 members 
Mstep: Class 12 contains 162908 members 
Mstep: Class 14 contains 2522 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 17 contains 4169 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 6646 members 
Mstep: Class 23 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26915858.000000 Penalty: 38129.390625
Iteration 22Q: 19 clusters Score -2.691586e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 11818 members 
Mstep: Class 3 contains 4760 members 
Mstep: Class 4 contains 6609 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 37672 members 
Mstep: Class 7 contains 94514 members 
Mstep: Class 8 contains 38587 members 
Mstep: Class 9 contains 6462 members 
Mstep: Class 11 contains 33380 members 
Mstep: Class 12 contains 161012 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 5199 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 20 contains 22710 members 
Mstep: Class 21 contains 7389 members 
Mstep: Class 22 contains 6683 members 
Mstep: Class 23 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26917166.000000 Penalty: 38129.390625
Iteration 23Q: 19 clusters Score -2.691717e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 11637 members 
Mstep: Class 3 contains 4804 members 
Mstep: Class 4 contains 6609 members 
Mstep: Class 5 contains 5607 members 
Mstep: Class 6 contains 37550 members 
Mstep: Class 7 contains 95398 members 
Mstep: Class 8 contains 38722 members 
Mstep: Class 9 contains 6625 members 
Mstep: Class 11 contains 33536 members 
Mstep: Class 12 contains 159317 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 5139 members 
Mstep: Class 17 contains 4312 members 
Mstep: Class 20 contains 23197 members 
Mstep: Class 21 contains 7372 members 
Mstep: Class 22 contains 6669 members 
Mstep: Class 23 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26918618.000000 Penalty: 38129.390625
Iteration 24Q: 19 clusters Score -2.691862e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6599 members 
Mstep: Class 5 contains 5774 members 
Mstep: Class 6 contains 37397 members 
Mstep: Class 7 contains 96232 members 
Mstep: Class 8 contains 38812 members 
Mstep: Class 9 contains 6765 members 
Mstep: Class 11 contains 33647 members 
Mstep: Class 12 contains 157793 members 
Mstep: Class 14 contains 3024 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 17 contains 4448 members 
Mstep: Class 20 contains 23597 members 
Mstep: Class 21 contains 7372 members 
Mstep: Class 22 contains 6610 members 
Mstep: Class 23 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26919828.000000 Penalty: 38129.390625
Iteration 25Q: 19 clusters Score -2.691983e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 11208 members 
Mstep: Class 3 contains 4886 members 
Mstep: Class 4 contains 6582 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 37245 members 
Mstep: Class 7 contains 97021 members 
Mstep: Class 8 contains 38895 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 11 contains 33680 members 
Mstep: Class 12 contains 156394 members 
Mstep: Class 14 contains 3209 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 7360 members 
Mstep: Class 22 contains 6554 members 
Mstep: Class 23 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26920858.000000 Penalty: 38129.390625
Iteration 26Q: 19 clusters Score -2.692086e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 10962 members 
Mstep: Class 3 contains 4899 members 
Mstep: Class 4 contains 6565 members 
Mstep: Class 5 contains 6137 members 
Mstep: Class 6 contains 37090 members 
Mstep: Class 7 contains 97751 members 
Mstep: Class 8 contains 38980 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 11 contains 33678 members 
Mstep: Class 12 contains 155124 members 
Mstep: Class 14 contains 3371 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 20 contains 24303 members 
Mstep: Class 21 contains 7345 members 
Mstep: Class 22 contains 6458 members 
Mstep: Class 23 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26921876.000000 Penalty: 38129.390625
Iteration 27Q: 19 clusters Score -2.692188e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 10717 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 36929 members 
Mstep: Class 7 contains 98415 members 
Mstep: Class 8 contains 39056 members 
Mstep: Class 9 contains 7166 members 
Mstep: Class 11 contains 33644 members 
Mstep: Class 12 contains 154010 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 17 contains 5028 members 
Mstep: Class 20 contains 24614 members 
Mstep: Class 21 contains 7317 members 
Mstep: Class 22 contains 6355 members 
Mstep: Class 23 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26922886.000000 Penalty: 38129.390625
Iteration 28Q: 19 clusters Score -2.692289e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 10412 members 
Mstep: Class 3 contains 4945 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 36741 members 
Mstep: Class 7 contains 99020 members 
Mstep: Class 8 contains 39140 members 
Mstep: Class 9 contains 7331 members 
Mstep: Class 11 contains 33461 members 
Mstep: Class 12 contains 153135 members 
Mstep: Class 14 contains 3618 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 17 contains 5264 members 
Mstep: Class 20 contains 24876 members 
Mstep: Class 21 contains 7316 members 
Mstep: Class 22 contains 6244 members 
Mstep: Class 23 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26923962.000000 Penalty: 38129.390625
Iteration 29Q: 19 clusters Score -2.692396e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10109 members 
Mstep: Class 3 contains 4947 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 36569 members 
Mstep: Class 7 contains 99615 members 
Mstep: Class 8 contains 39176 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 11 contains 33252 members 
Mstep: Class 12 contains 152345 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 20 contains 25101 members 
Mstep: Class 21 contains 7305 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26924796.000000 Penalty: 38129.390625
Iteration 30Q: 19 clusters Score -2.69248e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9769 members 
Mstep: Class 3 contains 4967 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 36410 members 
Mstep: Class 7 contains 100148 members 
Mstep: Class 8 contains 39232 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 11 contains 33041 members 
Mstep: Class 12 contains 151627 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 20 contains 25306 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 6149 members 
Mstep: Class 23 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26925980.000000 Penalty: 38129.390625
Iteration 31Q: 19 clusters Score -2.692598e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 9446 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 7092 members 
Mstep: Class 6 contains 36261 members 
Mstep: Class 7 contains 100670 members 
Mstep: Class 8 contains 39223 members 
Mstep: Class 9 contains 7727 members 
Mstep: Class 11 contains 32808 members 
Mstep: Class 12 contains 150992 members 
Mstep: Class 14 contains 3880 members 
Mstep: Class 15 contains 5289 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 20 contains 25518 members 
Mstep: Class 21 contains 7279 members 
Mstep: Class 22 contains 6157 members 
Mstep: Class 23 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26926738.000000 Penalty: 38129.390625
Iteration 32Q: 19 clusters Score -2.692674e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9129 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 36139 members 
Mstep: Class 7 contains 101189 members 
Mstep: Class 8 contains 39185 members 
Mstep: Class 9 contains 7844 members 
Mstep: Class 11 contains 32565 members 
Mstep: Class 12 contains 150439 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 20 contains 25684 members 
Mstep: Class 21 contains 7295 members 
Mstep: Class 22 contains 6154 members 
Mstep: Class 23 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26927200.000000 Penalty: 38129.390625
Iteration 33Q: 19 clusters Score -2.69272e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 8811 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 6528 members 
Mstep: Class 5 contains 7552 members 
Mstep: Class 6 contains 36036 members 
Mstep: Class 7 contains 101672 members 
Mstep: Class 8 contains 39130 members 
Mstep: Class 9 contains 7973 members 
Mstep: Class 11 contains 32367 members 
Mstep: Class 12 contains 149881 members 
Mstep: Class 14 contains 4013 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 20 contains 25829 members 
Mstep: Class 21 contains 7305 members 
Mstep: Class 22 contains 6160 members 
Mstep: Class 23 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26927760.000000 Penalty: 38129.390625
Iteration 34Q: 19 clusters Score -2.692776e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 7754 members 
Mstep: Class 6 contains 35904 members 
Mstep: Class 7 contains 102158 members 
Mstep: Class 8 contains 39068 members 
Mstep: Class 9 contains 8081 members 
Mstep: Class 11 contains 32143 members 
Mstep: Class 12 contains 149376 members 
Mstep: Class 14 contains 4075 members 
Mstep: Class 15 contains 5294 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 20 contains 25950 members 
Mstep: Class 21 contains 7334 members 
Mstep: Class 22 contains 6152 members 
Mstep: Class 23 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26928142.000000 Penalty: 38129.390625
Iteration 35Q: 19 clusters Score -2.692814e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8348 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 6 contains 35781 members 
Mstep: Class 7 contains 102671 members 
Mstep: Class 8 contains 38994 members 
Mstep: Class 9 contains 8186 members 
Mstep: Class 11 contains 31903 members 
Mstep: Class 12 contains 148863 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 5325 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 20 contains 26063 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 6152 members 
Mstep: Class 23 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26928400.000000 Penalty: 38129.390625
Iteration 36Q: 19 clusters Score -2.69284e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8150 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 35635 members 
Mstep: Class 7 contains 103137 members 
Mstep: Class 8 contains 38913 members 
Mstep: Class 9 contains 8289 members 
Mstep: Class 11 contains 31636 members 
Mstep: Class 12 contains 148463 members 
Mstep: Class 14 contains 4192 members 
Mstep: Class 15 contains 5342 members 
Mstep: Class 17 contains 6927 members 
Mstep: Class 20 contains 26172 members 
Mstep: Class 21 contains 7383 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26928686.000000 Penalty: 38129.390625
Iteration 37Q: 19 clusters Score -2.692869e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8006 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 6 contains 35490 members 
Mstep: Class 7 contains 103593 members 
Mstep: Class 8 contains 38839 members 
Mstep: Class 9 contains 8366 members 
Mstep: Class 11 contains 31384 members 
Mstep: Class 12 contains 148100 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 20 contains 26266 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 22 contains 6160 members 
Mstep: Class 23 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26928960.000000 Penalty: 38129.390625
Iteration 38Q: 19 clusters Score -2.692896e+07 nChanged 1637
Entering ConstructFrom: 
Score: -26928960.000000 Penalty: 38129.390625
Entering ConstructFrom: 
Trying to split cluster 1 (6215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Entering Unmasked Estep 
Score: -361530.218750 Penalty: 1419.392212
	Iteration 0F: 2 clusters Score -361530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -356761.156250 Penalty: 2838.784424
	Iteration 0F: 3 clusters Score -356761.2 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -358330.531250 Penalty: 2838.784424
	Iteration 1F: 3 clusters Score -358330.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -358813.562500 Penalty: 2838.784424
	Iteration 2F: 3 clusters Score -358813.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -359246.687500 Penalty: 2838.784424
	Iteration 3F: 3 clusters Score -359246.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -359607.281250 Penalty: 2838.784424
	Iteration 4F: 3 clusters Score -359607.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -359959.218750 Penalty: 2838.784424
	Iteration 5F: 3 clusters Score -359959.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -360287.093750 Penalty: 2838.784424
	Iteration 6F: 3 clusters Score -360287.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -360540.062500 Penalty: 2838.784424
	Iteration 7F: 3 clusters Score -360540.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -360719.562500 Penalty: 2838.784424
	Iteration 8Q: 3 clusters Score -360719.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -360826.593750 Penalty: 2838.784424
	Iteration 9Q: 3 clusters Score -360826.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -360892.312500 Penalty: 2838.784424
	Iteration 10Q: 3 clusters Score -360892.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -360930.781250 Penalty: 2838.784424
	Iteration 11Q: 3 clusters Score -360930.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -360955.625000 Penalty: 2838.784424
	Iteration 12Q: 3 clusters Score -360955.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -360972.656250 Penalty: 2838.784424
	Iteration 13Q: 3 clusters Score -360972.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -360989.343750 Penalty: 2838.784424
	Iteration 14Q: 3 clusters Score -360989.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -361003.250000 Penalty: 2838.784424
	Iteration 15Q: 3 clusters Score -361003.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -361013.593750 Penalty: 2838.784424
	Iteration 16Q: 3 clusters Score -361013.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -361023.781250 Penalty: 2838.784424
	Iteration 17Q: 3 clusters Score -361023.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -361031.781250 Penalty: 2838.784424
	Iteration 18Q: 3 clusters Score -361031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -361037.593750 Penalty: 2838.784424
	Iteration 19Q: 3 clusters Score -361037.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -361042.875000 Penalty: 2838.784424
	Iteration 20F: 3 clusters Score -361042.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -361047.531250 Penalty: 2838.784424
	Iteration 21Q: 3 clusters Score -361047.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -361054.500000 Penalty: 2838.784424
	Iteration 22Q: 3 clusters Score -361054.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -361058.531250 Penalty: 2838.784424
	Iteration 23Q: 3 clusters Score -361058.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -361064.281250 Penalty: 2838.784424
	Iteration 24Q: 3 clusters Score -361064.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -361066.656250 Penalty: 2838.784424
	Iteration 25Q: 3 clusters Score -361066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -361069.312500 Penalty: 2838.784424
	Iteration 26Q: 3 clusters Score -361069.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -361070.968750 Penalty: 2838.784424
	Iteration 27Q: 3 clusters Score -361071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -361071.687500 Penalty: 2838.784424
	Iteration 28Q: 3 clusters Score -361071.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -361073.218750 Penalty: 2838.784424
	Iteration 29Q: 3 clusters Score -361073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -361074.281250 Penalty: 2838.784424
	Iteration 30Q: 3 clusters Score -361074.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -361074.281250 Penalty: 2838.784424
	Iteration 31F: 3 clusters Score -361074.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Entering Unmasked Estep 
Score: -462475.500000 Penalty: 1457.963501
	Iteration 0F: 2 clusters Score -462475.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -456740.343750 Penalty: 2915.927002
	Iteration 0F: 3 clusters Score -456740.3 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -458625.312500 Penalty: 2915.927002
	Iteration 1F: 3 clusters Score -458625.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -459153.437500 Penalty: 2915.927002
	Iteration 2F: 3 clusters Score -459153.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -459907.843750 Penalty: 2915.927002
	Iteration 3F: 3 clusters Score -459907.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -460628.062500 Penalty: 2915.927002
	Iteration 4F: 3 clusters Score -460628.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -461325.125000 Penalty: 2915.927002
	Iteration 5F: 3 clusters Score -461325.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -461925.218750 Penalty: 2915.927002
	Iteration 6F: 3 clusters Score -461925.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -462413.843750 Penalty: 2915.927002
	Iteration 7F: 3 clusters Score -462413.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -462722.031250 Penalty: 2915.927002
	Iteration 8Q: 3 clusters Score -462722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -462887.437500 Penalty: 2915.927002
	Iteration 9Q: 3 clusters Score -462887.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -462972.562500 Penalty: 2915.927002
	Iteration 10Q: 3 clusters Score -462972.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -463017.406250 Penalty: 2915.927002
	Iteration 11Q: 3 clusters Score -463017.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -463061.250000 Penalty: 2915.927002
	Iteration 12Q: 3 clusters Score -463061.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -463094.687500 Penalty: 2915.927002
	Iteration 13Q: 3 clusters Score -463094.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -463124.375000 Penalty: 2915.927002
	Iteration 14Q: 3 clusters Score -463124.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -463163.406250 Penalty: 2915.927002
	Iteration 15Q: 3 clusters Score -463163.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -463185.281250 Penalty: 2915.927002
	Iteration 16Q: 3 clusters Score -463185.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -463199.437500 Penalty: 2915.927002
	Iteration 17Q: 3 clusters Score -463199.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -463213.156250 Penalty: 2915.927002
	Iteration 18Q: 3 clusters Score -463213.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -463225.093750 Penalty: 2915.927002
	Iteration 19Q: 3 clusters Score -463225.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -463236.750000 Penalty: 2915.927002
	Iteration 20F: 3 clusters Score -463236.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -463246.156250 Penalty: 2915.927002
	Iteration 21Q: 3 clusters Score -463246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -463248.843750 Penalty: 2915.927002
	Iteration 22Q: 3 clusters Score -463248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -463249.843750 Penalty: 2915.927002
	Iteration 23Q: 3 clusters Score -463249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -463250.750000 Penalty: 2915.927002
	Iteration 24Q: 3 clusters Score -463250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -463252.031250 Penalty: 2915.927002
	Iteration 25Q: 3 clusters Score -463252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -463252.218750 Penalty: 2915.927002
	Iteration 26Q: 3 clusters Score -463252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -463252.562500 Penalty: 2915.927002
	Iteration 27Q: 3 clusters Score -463252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -463253.531250 Penalty: 2915.927002
	Iteration 28Q: 3 clusters Score -463253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -463254.843750 Penalty: 2915.927002
	Iteration 29Q: 3 clusters Score -463254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -463255.375000 Penalty: 2915.927002
	Iteration 30Q: 3 clusters Score -463255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -463255.375000 Penalty: 2915.927002
	Iteration 31F: 3 clusters Score -463255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 35370 members 
Mstep: Class 7 contains 103990 members 
Mstep: Class 8 contains 38747 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 31163 members 
Mstep: Class 12 contains 147755 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 20 contains 26373 members 
Mstep: Class 21 contains 7440 members 
Mstep: Class 22 contains 6161 members 
Mstep: Class 23 contains 2259 members 
Entering Unmasked Estep 
Score: -26929100.000000 Penalty: 40247.691406
Splitting cluster 2 changes total score from -26928960.000000 to -26929100.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -257221.484375 Penalty: 1384.692505
	Iteration 0F: 2 clusters Score -257221.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -253205.000000 Penalty: 2769.385010
	Iteration 0F: 3 clusters Score -253205 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -254605.968750 Penalty: 2769.385010
	Iteration 1F: 3 clusters Score -254606 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -255111.406250 Penalty: 2769.385010
	Iteration 2F: 3 clusters Score -255111.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -255482.921875 Penalty: 2769.385010
	Iteration 3F: 3 clusters Score -255482.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -255812.453125 Penalty: 2769.385010
	Iteration 4F: 3 clusters Score -255812.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -256087.859375 Penalty: 2769.385010
	Iteration 5F: 3 clusters Score -256087.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -256338.078125 Penalty: 2769.385010
	Iteration 6F: 3 clusters Score -256338.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -256494.390625 Penalty: 2769.385010
	Iteration 7Q: 3 clusters Score -256494.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -256611.687500 Penalty: 2769.385010
	Iteration 8Q: 3 clusters Score -256611.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -256698.359375 Penalty: 2769.385010
	Iteration 9Q: 3 clusters Score -256698.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -256751.203125 Penalty: 2769.385010
	Iteration 10Q: 3 clusters Score -256751.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -256784.031250 Penalty: 2769.385010
	Iteration 11Q: 3 clusters Score -256784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -256799.078125 Penalty: 2769.385010
	Iteration 12Q: 3 clusters Score -256799.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -256811.109375 Penalty: 2769.385010
	Iteration 13Q: 3 clusters Score -256811.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -256821.703125 Penalty: 2769.385010
	Iteration 14Q: 3 clusters Score -256821.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -256831.453125 Penalty: 2769.385010
	Iteration 15Q: 3 clusters Score -256831.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -256835.890625 Penalty: 2769.385010
	Iteration 16Q: 3 clusters Score -256835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -256842.312500 Penalty: 2769.385010
	Iteration 17Q: 3 clusters Score -256842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -256843.781250 Penalty: 2769.385010
	Iteration 18Q: 3 clusters Score -256843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -256846.296875 Penalty: 2769.385010
	Iteration 19Q: 3 clusters Score -256846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -256846.312500 Penalty: 2769.385010
	Iteration 20F: 3 clusters Score -256846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -256847.265625 Penalty: 2769.385010
	Iteration 21Q: 3 clusters Score -256847.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -256847.984375 Penalty: 2769.385010
	Iteration 22Q: 3 clusters Score -256848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -256848.203125 Penalty: 2769.385010
	Iteration 23Q: 3 clusters Score -256848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -256848.500000 Penalty: 2769.385010
	Iteration 24Q: 3 clusters Score -256848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -256849.015625 Penalty: 2769.385010
	Iteration 25Q: 3 clusters Score -256849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -256848.953125 Penalty: 2769.385010
	Iteration 26Q: 3 clusters Score -256849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -256848.953125 Penalty: 2769.385010
	Iteration 27F: 3 clusters Score -256849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -388127.406250 Penalty: 1426.828003
	Iteration 0F: 2 clusters Score -388127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -383223.968750 Penalty: 2853.656006
	Iteration 0F: 3 clusters Score -383224 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -384711.062500 Penalty: 2853.656006
	Iteration 1F: 3 clusters Score -384711.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -385021.781250 Penalty: 2853.656006
	Iteration 2F: 3 clusters Score -385021.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -385338.062500 Penalty: 2853.656006
	Iteration 3F: 3 clusters Score -385338.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -385664.562500 Penalty: 2853.656006
	Iteration 4F: 3 clusters Score -385664.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -386003.062500 Penalty: 2853.656006
	Iteration 5F: 3 clusters Score -386003.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -386278.656250 Penalty: 2853.656006
	Iteration 6F: 3 clusters Score -386278.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -386489.218750 Penalty: 2853.656006
	Iteration 7F: 3 clusters Score -386489.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -386629.843750 Penalty: 2853.656006
	Iteration 8Q: 3 clusters Score -386629.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -386706.937500 Penalty: 2853.656006
	Iteration 9Q: 3 clusters Score -386706.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -386755.781250 Penalty: 2853.656006
	Iteration 10Q: 3 clusters Score -386755.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -386798.375000 Penalty: 2853.656006
	Iteration 11Q: 3 clusters Score -386798.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -386827.156250 Penalty: 2853.656006
	Iteration 12Q: 3 clusters Score -386827.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -386852.656250 Penalty: 2853.656006
	Iteration 13Q: 3 clusters Score -386852.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -386887.562500 Penalty: 2853.656006
	Iteration 14Q: 3 clusters Score -386887.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -386925.312500 Penalty: 2853.656006
	Iteration 15Q: 3 clusters Score -386925.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -386965.718750 Penalty: 2853.656006
	Iteration 16Q: 3 clusters Score -386965.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -387004.156250 Penalty: 2853.656006
	Iteration 17Q: 3 clusters Score -387004.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -387042.968750 Penalty: 2853.656006
	Iteration 18Q: 3 clusters Score -387043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -387071.875000 Penalty: 2853.656006
	Iteration 19Q: 3 clusters Score -387071.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -387098.875000 Penalty: 2853.656006
	Iteration 20F: 3 clusters Score -387098.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -387117.812500 Penalty: 2853.656006
	Iteration 21Q: 3 clusters Score -387117.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -387131.593750 Penalty: 2853.656006
	Iteration 22Q: 3 clusters Score -387131.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -387145.718750 Penalty: 2853.656006
	Iteration 23Q: 3 clusters Score -387145.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -387162.812500 Penalty: 2853.656006
	Iteration 24Q: 3 clusters Score -387162.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -387183.187500 Penalty: 2853.656006
	Iteration 25Q: 3 clusters Score -387183.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -387199.281250 Penalty: 2853.656006
	Iteration 26Q: 3 clusters Score -387199.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -387213.000000 Penalty: 2853.656006
	Iteration 27Q: 3 clusters Score -387213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -387221.656250 Penalty: 2853.656006
	Iteration 28Q: 3 clusters Score -387221.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -387230.281250 Penalty: 2853.656006
	Iteration 29Q: 3 clusters Score -387230.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -387238.750000 Penalty: 2853.656006
	Iteration 30Q: 3 clusters Score -387238.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -387248.687500 Penalty: 2853.656006
	Iteration 31Q: 3 clusters Score -387248.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -387259.687500 Penalty: 2853.656006
	Iteration 32Q: 3 clusters Score -387259.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -387264.281250 Penalty: 2853.656006
	Iteration 33Q: 3 clusters Score -387264.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387269.218750 Penalty: 2853.656006
	Iteration 34Q: 3 clusters Score -387269.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -387274.781250 Penalty: 2853.656006
	Iteration 35Q: 3 clusters Score -387274.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -387279.406250 Penalty: 2853.656006
	Iteration 36Q: 3 clusters Score -387279.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -387288.500000 Penalty: 2853.656006
	Iteration 37Q: 3 clusters Score -387288.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -387300.093750 Penalty: 2853.656006
	Iteration 38Q: 3 clusters Score -387300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -387307.250000 Penalty: 2853.656006
	Iteration 39Q: 3 clusters Score -387307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -387309.531250 Penalty: 2853.656006
	Iteration 40F: 3 clusters Score -387309.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -387315.812500 Penalty: 2853.656006
	Iteration 41Q: 3 clusters Score -387315.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -387319.218750 Penalty: 2853.656006
	Iteration 42Q: 3 clusters Score -387319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -387321.937500 Penalty: 2853.656006
	Iteration 43Q: 3 clusters Score -387321.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -387324.718750 Penalty: 2853.656006
	Iteration 44Q: 3 clusters Score -387324.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -387325.625000 Penalty: 2853.656006
	Iteration 45Q: 3 clusters Score -387325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -387326.656250 Penalty: 2853.656006
	Iteration 46Q: 3 clusters Score -387326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -387327.781250 Penalty: 2853.656006
	Iteration 47Q: 3 clusters Score -387327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -387331.031250 Penalty: 2853.656006
	Iteration 48Q: 3 clusters Score -387331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -387332.718750 Penalty: 2853.656006
	Iteration 49Q: 3 clusters Score -387332.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -387333.343750 Penalty: 2853.656006
	Iteration 50Q: 3 clusters Score -387333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -387335.093750 Penalty: 2853.656006
	Iteration 51Q: 3 clusters Score -387335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -387335.343750 Penalty: 2853.656006
	Iteration 52Q: 3 clusters Score -387335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -387336.812500 Penalty: 2853.656006
	Iteration 53Q: 3 clusters Score -387336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -387338.125000 Penalty: 2853.656006
	Iteration 54Q: 3 clusters Score -387338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -387340.000000 Penalty: 2853.656006
	Iteration 55Q: 3 clusters Score -387340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -387340.937500 Penalty: 2853.656006
	Iteration 56Q: 3 clusters Score -387340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -387342.781250 Penalty: 2853.656006
	Iteration 57Q: 3 clusters Score -387342.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -387343.000000 Penalty: 2853.656006
	Iteration 58Q: 3 clusters Score -387343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -387344.718750 Penalty: 2853.656006
	Iteration 59Q: 3 clusters Score -387344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -387346.000000 Penalty: 2853.656006
	Iteration 60F: 3 clusters Score -387346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -387346.437500 Penalty: 2853.656006
	Iteration 61Q: 3 clusters Score -387346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -387347.000000 Penalty: 2853.656006
	Iteration 62Q: 3 clusters Score -387347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -387347.687500 Penalty: 2853.656006
	Iteration 63Q: 3 clusters Score -387347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -387347.843750 Penalty: 2853.656006
	Iteration 64Q: 3 clusters Score -387347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -387347.843750 Penalty: 2853.656006
	Iteration 65F: 3 clusters Score -387347.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Entering Unmasked Estep 
Score: -503836.625000 Penalty: 1466.166626
	Iteration 0F: 2 clusters Score -503836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -497843.406250 Penalty: 2932.333252
	Iteration 0F: 3 clusters Score -497843.4 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -499622.937500 Penalty: 2932.333252
	Iteration 1F: 3 clusters Score -499622.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -499826.718750 Penalty: 2932.333252
	Iteration 2F: 3 clusters Score -499826.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -499981.937500 Penalty: 2932.333252
	Iteration 3Q: 3 clusters Score -499981.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -500126.156250 Penalty: 2932.333252
	Iteration 4Q: 3 clusters Score -500126.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -500303.750000 Penalty: 2932.333252
	Iteration 5Q: 3 clusters Score -500303.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -500520.562500 Penalty: 2932.333252
	Iteration 6Q: 3 clusters Score -500520.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -500748.468750 Penalty: 2932.333252
	Iteration 7Q: 3 clusters Score -500748.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -500988.625000 Penalty: 2932.333252
	Iteration 8Q: 3 clusters Score -500988.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -501248.687500 Penalty: 2932.333252
	Iteration 9Q: 3 clusters Score -501248.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -501487.437500 Penalty: 2932.333252
	Iteration 10Q: 3 clusters Score -501487.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -501676.843750 Penalty: 2932.333252
	Iteration 11Q: 3 clusters Score -501676.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -501831.812500 Penalty: 2932.333252
	Iteration 12Q: 3 clusters Score -501831.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -501972.343750 Penalty: 2932.333252
	Iteration 13Q: 3 clusters Score -501972.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -502077.625000 Penalty: 2932.333252
	Iteration 14Q: 3 clusters Score -502077.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -502157.000000 Penalty: 2932.333252
	Iteration 15Q: 3 clusters Score -502157 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -502229.843750 Penalty: 2932.333252
	Iteration 16Q: 3 clusters Score -502229.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -502293.531250 Penalty: 2932.333252
	Iteration 17Q: 3 clusters Score -502293.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -502337.562500 Penalty: 2932.333252
	Iteration 18Q: 3 clusters Score -502337.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -502368.750000 Penalty: 2932.333252
	Iteration 19Q: 3 clusters Score -502368.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -502395.031250 Penalty: 2932.333252
	Iteration 20F: 3 clusters Score -502395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -502425.468750 Penalty: 2932.333252
	Iteration 21Q: 3 clusters Score -502425.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -502455.281250 Penalty: 2932.333252
	Iteration 22Q: 3 clusters Score -502455.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -502474.562500 Penalty: 2932.333252
	Iteration 23Q: 3 clusters Score -502474.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -502493.625000 Penalty: 2932.333252
	Iteration 24Q: 3 clusters Score -502493.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -502513.875000 Penalty: 2932.333252
	Iteration 25Q: 3 clusters Score -502513.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -502529.250000 Penalty: 2932.333252
	Iteration 26Q: 3 clusters Score -502529.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -502538.968750 Penalty: 2932.333252
	Iteration 27Q: 3 clusters Score -502539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -502549.531250 Penalty: 2932.333252
	Iteration 28Q: 3 clusters Score -502549.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -502557.250000 Penalty: 2932.333252
	Iteration 29Q: 3 clusters Score -502557.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -502564.843750 Penalty: 2932.333252
	Iteration 30Q: 3 clusters Score -502564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -502573.468750 Penalty: 2932.333252
	Iteration 31Q: 3 clusters Score -502573.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -502580.781250 Penalty: 2932.333252
	Iteration 32Q: 3 clusters Score -502580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -502583.375000 Penalty: 2932.333252
	Iteration 33Q: 3 clusters Score -502583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -502587.406250 Penalty: 2932.333252
	Iteration 34Q: 3 clusters Score -502587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -502587.562500 Penalty: 2932.333252
	Iteration 35Q: 3 clusters Score -502587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -502587.562500 Penalty: 2932.333252
	Iteration 36F: 3 clusters Score -502587.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Entering Unmasked Estep 
Score: -2165090.750000 Penalty: 1701.963135
	Iteration 0F: 2 clusters Score -2165091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2141437.500000 Penalty: 3403.926270
	Iteration 0F: 3 clusters Score -2141438 nChanged 16343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2150478.500000 Penalty: 3403.926270
	Iteration 1F: 3 clusters Score -2150478 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2151031.000000 Penalty: 3403.926270
	Iteration 2Q: 3 clusters Score -2151031 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2151680.250000 Penalty: 3403.926270
	Iteration 3Q: 3 clusters Score -2151680 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2152490.500000 Penalty: 3403.926270
	Iteration 4F: 3 clusters Score -2152490 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2153473.500000 Penalty: 3403.926270
	Iteration 5F: 3 clusters Score -2153474 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2154683.500000 Penalty: 3403.926270
	Iteration 6F: 3 clusters Score -2154684 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2156066.000000 Penalty: 3403.926270
	Iteration 7F: 3 clusters Score -2156066 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2157535.000000 Penalty: 3403.926270
	Iteration 8F: 3 clusters Score -2157535 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -2158964.250000 Penalty: 3403.926270
	Iteration 9F: 3 clusters Score -2158964 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -2160060.750000 Penalty: 3403.926270
	Iteration 10Q: 3 clusters Score -2160061 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -2160835.250000 Penalty: 3403.926270
	Iteration 11Q: 3 clusters Score -2160835 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -2161348.000000 Penalty: 3403.926270
	Iteration 12Q: 3 clusters Score -2161348 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -2161724.750000 Penalty: 3403.926270
	Iteration 13Q: 3 clusters Score -2161725 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -2162010.750000 Penalty: 3403.926270
	Iteration 14Q: 3 clusters Score -2162011 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -2162242.000000 Penalty: 3403.926270
	Iteration 15Q: 3 clusters Score -2162242 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -2162409.500000 Penalty: 3403.926270
	Iteration 16Q: 3 clusters Score -2162410 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -2162554.750000 Penalty: 3403.926270
	Iteration 17Q: 3 clusters Score -2162555 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -2162671.000000 Penalty: 3403.926270
	Iteration 18Q: 3 clusters Score -2162671 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -2162784.500000 Penalty: 3403.926270
	Iteration 19Q: 3 clusters Score -2162784 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -2162904.250000 Penalty: 3403.926270
	Iteration 20F: 3 clusters Score -2162904 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -2163010.500000 Penalty: 3403.926270
	Iteration 21Q: 3 clusters Score -2163010 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -2163096.500000 Penalty: 3403.926270
	Iteration 22Q: 3 clusters Score -2163096 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -2163161.000000 Penalty: 3403.926270
	Iteration 23Q: 3 clusters Score -2163161 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -2163232.250000 Penalty: 3403.926270
	Iteration 24Q: 3 clusters Score -2163232 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -2163278.250000 Penalty: 3403.926270
	Iteration 25Q: 3 clusters Score -2163278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -2163323.000000 Penalty: 3403.926270
	Iteration 26Q: 3 clusters Score -2163323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -2163378.250000 Penalty: 3403.926270
	Iteration 27Q: 3 clusters Score -2163378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -2163416.750000 Penalty: 3403.926270
	Iteration 28Q: 3 clusters Score -2163417 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -2163446.750000 Penalty: 3403.926270
	Iteration 29Q: 3 clusters Score -2163447 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -2163471.000000 Penalty: 3403.926270
	Iteration 30Q: 3 clusters Score -2163471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -2163494.000000 Penalty: 3403.926270
	Iteration 31Q: 3 clusters Score -2163494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -2163509.500000 Penalty: 3403.926270
	Iteration 32Q: 3 clusters Score -2163510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -2163525.000000 Penalty: 3403.926270
	Iteration 33Q: 3 clusters Score -2163525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -2163536.500000 Penalty: 3403.926270
	Iteration 34Q: 3 clusters Score -2163536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -2163550.500000 Penalty: 3403.926270
	Iteration 35Q: 3 clusters Score -2163550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -2163555.250000 Penalty: 3403.926270
	Iteration 36Q: 3 clusters Score -2163555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -2163562.250000 Penalty: 3403.926270
	Iteration 37Q: 3 clusters Score -2163562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -2163570.250000 Penalty: 3403.926270
	Iteration 38Q: 3 clusters Score -2163570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -2163578.000000 Penalty: 3403.926270
	Iteration 39Q: 3 clusters Score -2163578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -2163588.000000 Penalty: 3403.926270
	Iteration 40F: 3 clusters Score -2163588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -2163593.250000 Penalty: 3403.926270
	Iteration 41Q: 3 clusters Score -2163593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -2163593.500000 Penalty: 3403.926270
	Iteration 42Q: 3 clusters Score -2163594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -2163597.250000 Penalty: 3403.926270
	Iteration 43Q: 3 clusters Score -2163597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -2163604.500000 Penalty: 3403.926270
	Iteration 44Q: 3 clusters Score -2163604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -2163605.750000 Penalty: 3403.926270
	Iteration 45Q: 3 clusters Score -2163606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -2163617.500000 Penalty: 3403.926270
	Iteration 46Q: 3 clusters Score -2163618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -2163618.750000 Penalty: 3403.926270
	Iteration 47Q: 3 clusters Score -2163619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -2163620.750000 Penalty: 3403.926270
	Iteration 48Q: 3 clusters Score -2163621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -2163628.500000 Penalty: 3403.926270
	Iteration 49Q: 3 clusters Score -2163628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -2163627.000000 Penalty: 3403.926270
	Iteration 50Q: 3 clusters Score -2163627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -2163630.500000 Penalty: 3403.926270
	Iteration 51Q: 3 clusters Score -2163630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -2163633.750000 Penalty: 3403.926270
	Iteration 52Q: 3 clusters Score -2163634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -2163634.250000 Penalty: 3403.926270
	Iteration 53Q: 3 clusters Score -2163634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -2163637.500000 Penalty: 3403.926270
	Iteration 54Q: 3 clusters Score -2163638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -2163640.000000 Penalty: 3403.926270
	Iteration 55Q: 3 clusters Score -2163640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -2163638.500000 Penalty: 3403.926270
	Iteration 56Q: 3 clusters Score -2163638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -2163641.250000 Penalty: 3403.926270
	Iteration 57Q: 3 clusters Score -2163641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -2163643.000000 Penalty: 3403.926270
	Iteration 58Q: 3 clusters Score -2163643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -2163644.500000 Penalty: 3403.926270
	Iteration 59Q: 3 clusters Score -2163644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -2163647.250000 Penalty: 3403.926270
	Iteration 60F: 3 clusters Score -2163647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -2163646.000000 Penalty: 3403.926270
	Iteration 61Q: 3 clusters Score -2163646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -2163646.000000 Penalty: 3403.926270
	Iteration 62F: 3 clusters Score -2163646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Entering Unmasked Estep 
Score: -6376014.000000 Penalty: 1877.208008
	Iteration 0F: 2 clusters Score -6376014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -6306554.500000 Penalty: 3754.416016
	Iteration 0F: 3 clusters Score -6306554 nChanged 49870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -6335940.000000 Penalty: 3754.416016
	Iteration 1F: 3 clusters Score -6335940 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6337146.500000 Penalty: 3754.416016
	Iteration 2Q: 3 clusters Score -6337146 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -6339241.000000 Penalty: 3754.416016
	Iteration 3Q: 3 clusters Score -6339241 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -6342898.500000 Penalty: 3754.416016
	Iteration 4F: 3 clusters Score -6342898 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -6348630.000000 Penalty: 3754.416016
	Iteration 5F: 3 clusters Score -6348630 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -6356034.500000 Penalty: 3754.416016
	Iteration 6F: 3 clusters Score -6356034 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -6362959.500000 Penalty: 3754.416016
	Iteration 7F: 3 clusters Score -6362960 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -6368118.500000 Penalty: 3754.416016
	Iteration 8Q: 3 clusters Score -6368118 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -6371288.000000 Penalty: 3754.416016
	Iteration 9Q: 3 clusters Score -6371288 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -6372783.000000 Penalty: 3754.416016
	Iteration 10Q: 3 clusters Score -6372783 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -6373498.000000 Penalty: 3754.416016
	Iteration 11Q: 3 clusters Score -6373498 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -6373903.500000 Penalty: 3754.416016
	Iteration 12Q: 3 clusters Score -6373904 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -6374113.500000 Penalty: 3754.416016
	Iteration 13Q: 3 clusters Score -6374114 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -6374216.000000 Penalty: 3754.416016
	Iteration 14Q: 3 clusters Score -6374216 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -6374365.000000 Penalty: 3754.416016
	Iteration 15Q: 3 clusters Score -6374365 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -6374439.000000 Penalty: 3754.416016
	Iteration 16Q: 3 clusters Score -6374439 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -6374498.000000 Penalty: 3754.416016
	Iteration 17Q: 3 clusters Score -6374498 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -6374539.000000 Penalty: 3754.416016
	Iteration 18Q: 3 clusters Score -6374539 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -6374588.500000 Penalty: 3754.416016
	Iteration 19Q: 3 clusters Score -6374588 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99369 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -6374608.500000 Penalty: 3754.416016
	Iteration 20F: 3 clusters Score -6374608 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -6374629.000000 Penalty: 3754.416016
	Iteration 21Q: 3 clusters Score -6374629 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99470 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -6374625.000000 Penalty: 3754.416016
	Iteration 22Q: 3 clusters Score -6374625 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6374635.500000 Penalty: 3754.416016
	Iteration 23Q: 3 clusters Score -6374636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -6374656.500000 Penalty: 3754.416016
	Iteration 24Q: 3 clusters Score -6374656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -6374663.500000 Penalty: 3754.416016
	Iteration 25Q: 3 clusters Score -6374664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -6374671.000000 Penalty: 3754.416016
	Iteration 26Q: 3 clusters Score -6374671 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6374677.500000 Penalty: 3754.416016
	Iteration 27Q: 3 clusters Score -6374678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6374679.000000 Penalty: 3754.416016
	Iteration 28Q: 3 clusters Score -6374679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99764 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -6374692.500000 Penalty: 3754.416016
	Iteration 29Q: 3 clusters Score -6374692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6374712.000000 Penalty: 3754.416016
	Iteration 30Q: 3 clusters Score -6374712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -6374718.000000 Penalty: 3754.416016
	Iteration 31Q: 3 clusters Score -6374718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6374713.500000 Penalty: 3754.416016
	Iteration 32Q: 3 clusters Score -6374714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -6374711.500000 Penalty: 3754.416016
	Iteration 33Q: 3 clusters Score -6374712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -6374716.500000 Penalty: 3754.416016
	Iteration 34Q: 3 clusters Score -6374716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -6374713.500000 Penalty: 3754.416016
	Iteration 35Q: 3 clusters Score -6374714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -6374710.500000 Penalty: 3754.416016
	Iteration 36Q: 3 clusters Score -6374710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99961 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6374717.500000 Penalty: 3754.416016
	Iteration 37Q: 3 clusters Score -6374718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99978 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -6374726.000000 Penalty: 3754.416016
	Iteration 38Q: 3 clusters Score -6374726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -6374724.500000 Penalty: 3754.416016
	Iteration 39Q: 3 clusters Score -6374724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6374723.000000 Penalty: 3754.416016
	Iteration 40F: 3 clusters Score -6374723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100016 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6374735.500000 Penalty: 3754.416016
	Iteration 41Q: 3 clusters Score -6374736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6374739.000000 Penalty: 3754.416016
	Iteration 42Q: 3 clusters Score -6374739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100046 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -6374739.000000 Penalty: 3754.416016
	Iteration 43Q: 3 clusters Score -6374739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100055 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6374738.500000 Penalty: 3754.416016
	Iteration 44Q: 3 clusters Score -6374738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -6374744.500000 Penalty: 3754.416016
	Iteration 45Q: 3 clusters Score -6374744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6374744.000000 Penalty: 3754.416016
	Iteration 46Q: 3 clusters Score -6374744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100075 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6374740.500000 Penalty: 3754.416016
	Iteration 47Q: 3 clusters Score -6374740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100085 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -6374735.500000 Penalty: 3754.416016
	Iteration 48Q: 3 clusters Score -6374736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -6374732.500000 Penalty: 3754.416016
	Iteration 49Q: 3 clusters Score -6374732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6374736.500000 Penalty: 3754.416016
	Iteration 50Q: 3 clusters Score -6374736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100107 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6374740.500000 Penalty: 3754.416016
	Iteration 51Q: 3 clusters Score -6374740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -6374733.500000 Penalty: 3754.416016
	Iteration 52Q: 3 clusters Score -6374734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -6374737.500000 Penalty: 3754.416016
	Iteration 53Q: 3 clusters Score -6374738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6374743.500000 Penalty: 3754.416016
	Iteration 54Q: 3 clusters Score -6374744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100134 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6374745.000000 Penalty: 3754.416016
	Iteration 55Q: 3 clusters Score -6374745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6374741.500000 Penalty: 3754.416016
	Iteration 56Q: 3 clusters Score -6374742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -6374750.000000 Penalty: 3754.416016
	Iteration 57Q: 3 clusters Score -6374750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -6374748.500000 Penalty: 3754.416016
	Iteration 58Q: 3 clusters Score -6374748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6374746.500000 Penalty: 3754.416016
	Iteration 59Q: 3 clusters Score -6374746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6374743.000000 Penalty: 3754.416016
	Iteration 60F: 3 clusters Score -6374743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -6374752.000000 Penalty: 3754.416016
	Iteration 61Q: 3 clusters Score -6374752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6374753.000000 Penalty: 3754.416016
	Iteration 62Q: 3 clusters Score -6374753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6374752.000000 Penalty: 3754.416016
	Iteration 63Q: 3 clusters Score -6374752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6374755.000000 Penalty: 3754.416016
	Iteration 64Q: 3 clusters Score -6374755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100183 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6374754.000000 Penalty: 3754.416016
	Iteration 65Q: 3 clusters Score -6374754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -6374753.500000 Penalty: 3754.416016
	Iteration 66Q: 3 clusters Score -6374754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -6374754.000000 Penalty: 3754.416016
	Iteration 67Q: 3 clusters Score -6374754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6374756.500000 Penalty: 3754.416016
	Iteration 68Q: 3 clusters Score -6374756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6374748.500000 Penalty: 3754.416016
	Iteration 69Q: 3 clusters Score -6374748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6374746.500000 Penalty: 3754.416016
	Iteration 70Q: 3 clusters Score -6374746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -6374756.500000 Penalty: 3754.416016
	Iteration 71Q: 3 clusters Score -6374756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100240 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -6374753.000000 Penalty: 3754.416016
	Iteration 72Q: 3 clusters Score -6374753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100247 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6374758.000000 Penalty: 3754.416016
	Iteration 73Q: 3 clusters Score -6374758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100254 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6374753.000000 Penalty: 3754.416016
	Iteration 74Q: 3 clusters Score -6374753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -6374746.000000 Penalty: 3754.416016
	Iteration 75Q: 3 clusters Score -6374746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6374750.500000 Penalty: 3754.416016
	Iteration 76Q: 3 clusters Score -6374750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -6374754.000000 Penalty: 3754.416016
	Iteration 77Q: 3 clusters Score -6374754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -6374754.500000 Penalty: 3754.416016
	Iteration 78Q: 3 clusters Score -6374754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -6374754.500000 Penalty: 3754.416016
	Iteration 79Q: 3 clusters Score -6374754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -6374758.500000 Penalty: 3754.416016
	Iteration 80F: 3 clusters Score -6374758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6374758.500000 Penalty: 3754.416016
	Iteration 81Q: 3 clusters Score -6374758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6374758.500000 Penalty: 3754.416016
	Iteration 82F: 3 clusters Score -6374758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Entering Unmasked Estep 
Score: -2358088.000000 Penalty: 1716.781494
	Iteration 0F: 2 clusters Score -2358088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2332160.250000 Penalty: 3433.562988
	Iteration 0F: 3 clusters Score -2332160 nChanged 17977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2342103.250000 Penalty: 3433.562988
	Iteration 1F: 3 clusters Score -2342103 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2342645.500000 Penalty: 3433.562988
	Iteration 2Q: 3 clusters Score -2342646 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2343434.000000 Penalty: 3433.562988
	Iteration 3Q: 3 clusters Score -2343434 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2344573.250000 Penalty: 3433.562988
	Iteration 4Q: 3 clusters Score -2344573 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2346159.000000 Penalty: 3433.562988
	Iteration 5F: 3 clusters Score -2346159 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2347856.500000 Penalty: 3433.562988
	Iteration 6F: 3 clusters Score -2347856 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2349602.500000 Penalty: 3433.562988
	Iteration 7F: 3 clusters Score -2349602 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2351150.250000 Penalty: 3433.562988
	Iteration 8F: 3 clusters Score -2351150 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2352551.750000 Penalty: 3433.562988
	Iteration 9Q: 3 clusters Score -2352552 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2353573.750000 Penalty: 3433.562988
	Iteration 10Q: 3 clusters Score -2353574 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2354319.000000 Penalty: 3433.562988
	Iteration 11Q: 3 clusters Score -2354319 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2354837.250000 Penalty: 3433.562988
	Iteration 12Q: 3 clusters Score -2354837 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2355201.000000 Penalty: 3433.562988
	Iteration 13Q: 3 clusters Score -2355201 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2355524.500000 Penalty: 3433.562988
	Iteration 14Q: 3 clusters Score -2355524 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2355807.500000 Penalty: 3433.562988
	Iteration 15Q: 3 clusters Score -2355808 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2356042.000000 Penalty: 3433.562988
	Iteration 16Q: 3 clusters Score -2356042 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2356218.250000 Penalty: 3433.562988
	Iteration 17Q: 3 clusters Score -2356218 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2356359.000000 Penalty: 3433.562988
	Iteration 18Q: 3 clusters Score -2356359 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2356456.000000 Penalty: 3433.562988
	Iteration 19Q: 3 clusters Score -2356456 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2356521.250000 Penalty: 3433.562988
	Iteration 20F: 3 clusters Score -2356521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2356549.500000 Penalty: 3433.562988
	Iteration 21Q: 3 clusters Score -2356550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2356571.000000 Penalty: 3433.562988
	Iteration 22Q: 3 clusters Score -2356571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2356585.500000 Penalty: 3433.562988
	Iteration 23Q: 3 clusters Score -2356586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2356588.500000 Penalty: 3433.562988
	Iteration 24Q: 3 clusters Score -2356588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2356597.250000 Penalty: 3433.562988
	Iteration 25Q: 3 clusters Score -2356597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2356610.000000 Penalty: 3433.562988
	Iteration 26Q: 3 clusters Score -2356610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2356614.750000 Penalty: 3433.562988
	Iteration 27Q: 3 clusters Score -2356615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2356617.750000 Penalty: 3433.562988
	Iteration 28Q: 3 clusters Score -2356618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2356625.250000 Penalty: 3433.562988
	Iteration 29Q: 3 clusters Score -2356625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2356630.750000 Penalty: 3433.562988
	Iteration 30Q: 3 clusters Score -2356631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2356642.750000 Penalty: 3433.562988
	Iteration 31Q: 3 clusters Score -2356643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2356648.250000 Penalty: 3433.562988
	Iteration 32Q: 3 clusters Score -2356648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2356656.750000 Penalty: 3433.562988
	Iteration 33Q: 3 clusters Score -2356657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2356673.750000 Penalty: 3433.562988
	Iteration 34Q: 3 clusters Score -2356674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2356677.500000 Penalty: 3433.562988
	Iteration 35Q: 3 clusters Score -2356678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2356682.250000 Penalty: 3433.562988
	Iteration 36Q: 3 clusters Score -2356682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2356683.500000 Penalty: 3433.562988
	Iteration 37Q: 3 clusters Score -2356684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2356686.000000 Penalty: 3433.562988
	Iteration 38Q: 3 clusters Score -2356686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2356688.000000 Penalty: 3433.562988
	Iteration 39Q: 3 clusters Score -2356688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2356694.000000 Penalty: 3433.562988
	Iteration 40F: 3 clusters Score -2356694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2356693.250000 Penalty: 3433.562988
	Iteration 41Q: 3 clusters Score -2356693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2356695.250000 Penalty: 3433.562988
	Iteration 42Q: 3 clusters Score -2356695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2356696.500000 Penalty: 3433.562988
	Iteration 43Q: 3 clusters Score -2356696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2356697.250000 Penalty: 3433.562988
	Iteration 44Q: 3 clusters Score -2356697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2356697.000000 Penalty: 3433.562988
	Iteration 45Q: 3 clusters Score -2356697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2356697.250000 Penalty: 3433.562988
	Iteration 46Q: 3 clusters Score -2356697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2356699.750000 Penalty: 3433.562988
	Iteration 47Q: 3 clusters Score -2356700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2356701.500000 Penalty: 3433.562988
	Iteration 48Q: 3 clusters Score -2356702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2356707.750000 Penalty: 3433.562988
	Iteration 49Q: 3 clusters Score -2356708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2356709.500000 Penalty: 3433.562988
	Iteration 50Q: 3 clusters Score -2356710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2356711.750000 Penalty: 3433.562988
	Iteration 51Q: 3 clusters Score -2356712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2356711.000000 Penalty: 3433.562988
	Iteration 52Q: 3 clusters Score -2356711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2356712.250000 Penalty: 3433.562988
	Iteration 53Q: 3 clusters Score -2356712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2356711.000000 Penalty: 3433.562988
	Iteration 54Q: 3 clusters Score -2356711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2356711.000000 Penalty: 3433.562988
	Iteration 55F: 3 clusters Score -2356711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Entering Unmasked Estep 
Score: -532075.500000 Penalty: 1469.273804
	Iteration 0F: 2 clusters Score -532075.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -526022.437500 Penalty: 2938.547607
	Iteration 0F: 3 clusters Score -526022.4 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -527927.375000 Penalty: 2938.547607
	Iteration 1F: 3 clusters Score -527927.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -528163.312500 Penalty: 2938.547607
	Iteration 2F: 3 clusters Score -528163.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -528358.875000 Penalty: 2938.547607
	Iteration 3Q: 3 clusters Score -528358.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -528536.000000 Penalty: 2938.547607
	Iteration 4Q: 3 clusters Score -528536 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -528693.875000 Penalty: 2938.547607
	Iteration 5Q: 3 clusters Score -528693.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -528856.812500 Penalty: 2938.547607
	Iteration 6Q: 3 clusters Score -528856.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -529064.750000 Penalty: 2938.547607
	Iteration 7Q: 3 clusters Score -529064.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -529323.250000 Penalty: 2938.547607
	Iteration 8Q: 3 clusters Score -529323.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -529616.437500 Penalty: 2938.547607
	Iteration 9Q: 3 clusters Score -529616.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -529929.812500 Penalty: 2938.547607
	Iteration 10F: 3 clusters Score -529929.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -530248.500000 Penalty: 2938.547607
	Iteration 11Q: 3 clusters Score -530248.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -530563.812500 Penalty: 2938.547607
	Iteration 12Q: 3 clusters Score -530563.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -530837.625000 Penalty: 2938.547607
	Iteration 13Q: 3 clusters Score -530837.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -531049.875000 Penalty: 2938.547607
	Iteration 14Q: 3 clusters Score -531049.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -531178.312500 Penalty: 2938.547607
	Iteration 15Q: 3 clusters Score -531178.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -531270.875000 Penalty: 2938.547607
	Iteration 16Q: 3 clusters Score -531270.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -531329.312500 Penalty: 2938.547607
	Iteration 17Q: 3 clusters Score -531329.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -531378.375000 Penalty: 2938.547607
	Iteration 18Q: 3 clusters Score -531378.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -531422.250000 Penalty: 2938.547607
	Iteration 19Q: 3 clusters Score -531422.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -531456.000000 Penalty: 2938.547607
	Iteration 20F: 3 clusters Score -531456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -531482.187500 Penalty: 2938.547607
	Iteration 21Q: 3 clusters Score -531482.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -531496.250000 Penalty: 2938.547607
	Iteration 22Q: 3 clusters Score -531496.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -531507.375000 Penalty: 2938.547607
	Iteration 23Q: 3 clusters Score -531507.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -531517.250000 Penalty: 2938.547607
	Iteration 24Q: 3 clusters Score -531517.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -531527.437500 Penalty: 2938.547607
	Iteration 25Q: 3 clusters Score -531527.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -531534.750000 Penalty: 2938.547607
	Iteration 26Q: 3 clusters Score -531534.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -531541.562500 Penalty: 2938.547607
	Iteration 27Q: 3 clusters Score -531541.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -531543.375000 Penalty: 2938.547607
	Iteration 28Q: 3 clusters Score -531543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -531544.687500 Penalty: 2938.547607
	Iteration 29Q: 3 clusters Score -531544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -531544.312500 Penalty: 2938.547607
	Iteration 30Q: 3 clusters Score -531544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -531548.875000 Penalty: 2938.547607
	Iteration 31Q: 3 clusters Score -531548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -531551.250000 Penalty: 2938.547607
	Iteration 32Q: 3 clusters Score -531551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -531552.437500 Penalty: 2938.547607
	Iteration 33Q: 3 clusters Score -531552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -531555.000000 Penalty: 2938.547607
	Iteration 34Q: 3 clusters Score -531555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -531558.687500 Penalty: 2938.547607
	Iteration 35Q: 3 clusters Score -531558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -531559.687500 Penalty: 2938.547607
	Iteration 36Q: 3 clusters Score -531559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -531560.437500 Penalty: 2938.547607
	Iteration 37Q: 3 clusters Score -531560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -531560.437500 Penalty: 2938.547607
	Iteration 38F: 3 clusters Score -531560.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Entering Unmasked Estep 
Score: -1939556.125000 Penalty: 1681.385376
	Iteration 0F: 2 clusters Score -1939556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1918574.875000 Penalty: 3362.770752
	Iteration 0F: 3 clusters Score -1918575 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1926309.000000 Penalty: 3362.770752
	Iteration 1F: 3 clusters Score -1926309 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1926628.750000 Penalty: 3362.770752
	Iteration 2Q: 3 clusters Score -1926629 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1926921.000000 Penalty: 3362.770752
	Iteration 3Q: 3 clusters Score -1926921 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1927211.875000 Penalty: 3362.770752
	Iteration 4Q: 3 clusters Score -1927212 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1927557.625000 Penalty: 3362.770752
	Iteration 5Q: 3 clusters Score -1927558 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1928055.625000 Penalty: 3362.770752
	Iteration 6Q: 3 clusters Score -1928056 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1928798.875000 Penalty: 3362.770752
	Iteration 7Q: 3 clusters Score -1928799 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1929994.750000 Penalty: 3362.770752
	Iteration 8F: 3 clusters Score -1929995 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1931745.375000 Penalty: 3362.770752
	Iteration 9F: 3 clusters Score -1931745 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1933855.000000 Penalty: 3362.770752
	Iteration 10F: 3 clusters Score -1933855 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1935695.250000 Penalty: 3362.770752
	Iteration 11F: 3 clusters Score -1935695 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1936841.000000 Penalty: 3362.770752
	Iteration 12Q: 3 clusters Score -1936841 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1937447.375000 Penalty: 3362.770752
	Iteration 13Q: 3 clusters Score -1937447 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1937732.125000 Penalty: 3362.770752
	Iteration 14Q: 3 clusters Score -1937732 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1937907.375000 Penalty: 3362.770752
	Iteration 15Q: 3 clusters Score -1937907 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1937978.250000 Penalty: 3362.770752
	Iteration 16Q: 3 clusters Score -1937978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1938031.375000 Penalty: 3362.770752
	Iteration 17Q: 3 clusters Score -1938031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1938084.375000 Penalty: 3362.770752
	Iteration 18Q: 3 clusters Score -1938084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1938108.875000 Penalty: 3362.770752
	Iteration 19Q: 3 clusters Score -1938109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1938125.375000 Penalty: 3362.770752
	Iteration 20F: 3 clusters Score -1938125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1938133.500000 Penalty: 3362.770752
	Iteration 21Q: 3 clusters Score -1938134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1938139.875000 Penalty: 3362.770752
	Iteration 22Q: 3 clusters Score -1938140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1938144.000000 Penalty: 3362.770752
	Iteration 23Q: 3 clusters Score -1938144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1938148.375000 Penalty: 3362.770752
	Iteration 24Q: 3 clusters Score -1938148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1938151.250000 Penalty: 3362.770752
	Iteration 25Q: 3 clusters Score -1938151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1938151.250000 Penalty: 3362.770752
	Iteration 26F: 3 clusters Score -1938151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (147755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Entering Unmasked Estep 
Score: -9013558.000000 Penalty: 1934.287964
	Iteration 0F: 2 clusters Score -9013558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -8914768.000000 Penalty: 3868.575928
	Iteration 0F: 3 clusters Score -8914768 nChanged 71017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -8957432.000000 Penalty: 3868.575928
	Iteration 1F: 3 clusters Score -8957432 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -8960755.000000 Penalty: 3868.575928
	Iteration 2Q: 3 clusters Score -8960755 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84172 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -8966633.000000 Penalty: 3868.575928
	Iteration 3F: 3 clusters Score -8966633 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -8974975.000000 Penalty: 3868.575928
	Iteration 4F: 3 clusters Score -8974975 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -8984699.000000 Penalty: 3868.575928
	Iteration 5F: 3 clusters Score -8984699 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108004 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -8994116.000000 Penalty: 3868.575928
	Iteration 6F: 3 clusters Score -8994116 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115364 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -9002856.000000 Penalty: 3868.575928
	Iteration 7F: 3 clusters Score -9002856 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -9009468.000000 Penalty: 3868.575928
	Iteration 8Q: 3 clusters Score -9009468 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124386 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -9013069.000000 Penalty: 3868.575928
	Iteration 9Q: 3 clusters Score -9013069 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127278 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -9015291.000000 Penalty: 3868.575928
	Iteration 10Q: 3 clusters Score -9015291 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129578 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -9016934.000000 Penalty: 3868.575928
	Iteration 11Q: 3 clusters Score -9016934 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131337 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -9018066.000000 Penalty: 3868.575928
	Iteration 12Q: 3 clusters Score -9018066 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132698 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -9018823.000000 Penalty: 3868.575928
	Iteration 13Q: 3 clusters Score -9018823 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133698 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -9019319.000000 Penalty: 3868.575928
	Iteration 14Q: 3 clusters Score -9019319 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134444 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -9019600.000000 Penalty: 3868.575928
	Iteration 15Q: 3 clusters Score -9019600 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134981 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -9019723.000000 Penalty: 3868.575928
	Iteration 16Q: 3 clusters Score -9019723 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135361 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -9019817.000000 Penalty: 3868.575928
	Iteration 17Q: 3 clusters Score -9019817 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135623 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -9019842.000000 Penalty: 3868.575928
	Iteration 18Q: 3 clusters Score -9019842 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135819 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -9019819.000000 Penalty: 3868.575928
	Iteration 19Q: 3 clusters Score -9019819 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135966 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -9019833.000000 Penalty: 3868.575928
	Iteration 20F: 3 clusters Score -9019833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136071 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -9019854.000000 Penalty: 3868.575928
	Iteration 21Q: 3 clusters Score -9019854 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136155 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -9019849.000000 Penalty: 3868.575928
	Iteration 22Q: 3 clusters Score -9019849 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136221 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -9019874.000000 Penalty: 3868.575928
	Iteration 23Q: 3 clusters Score -9019874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136279 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -9019875.000000 Penalty: 3868.575928
	Iteration 24Q: 3 clusters Score -9019875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136323 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -9019863.000000 Penalty: 3868.575928
	Iteration 25Q: 3 clusters Score -9019863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136360 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -9019860.000000 Penalty: 3868.575928
	Iteration 26Q: 3 clusters Score -9019860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136390 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -9019860.000000 Penalty: 3868.575928
	Iteration 27Q: 3 clusters Score -9019860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136416 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -9019856.000000 Penalty: 3868.575928
	Iteration 28Q: 3 clusters Score -9019856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136429 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -9019861.000000 Penalty: 3868.575928
	Iteration 29Q: 3 clusters Score -9019861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136436 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -9019858.000000 Penalty: 3868.575928
	Iteration 30Q: 3 clusters Score -9019858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136447 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -9019861.000000 Penalty: 3868.575928
	Iteration 31Q: 3 clusters Score -9019861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136454 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -9019866.000000 Penalty: 3868.575928
	Iteration 32Q: 3 clusters Score -9019866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136460 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -9019869.000000 Penalty: 3868.575928
	Iteration 33Q: 3 clusters Score -9019869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136464 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -9019870.000000 Penalty: 3868.575928
	Iteration 34Q: 3 clusters Score -9019870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136467 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -9019870.000000 Penalty: 3868.575928
	Iteration 35Q: 3 clusters Score -9019870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136471 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -9019871.000000 Penalty: 3868.575928
	Iteration 36Q: 3 clusters Score -9019871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -9019873.000000 Penalty: 3868.575928
	Iteration 37Q: 3 clusters Score -9019873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136480 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -9019878.000000 Penalty: 3868.575928
	Iteration 38Q: 3 clusters Score -9019878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136483 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -9019884.000000 Penalty: 3868.575928
	Iteration 39Q: 3 clusters Score -9019884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136483 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -9019884.000000 Penalty: 3868.575928
	Iteration 40F: 3 clusters Score -9019884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 35370 members 
Mstep: Class 7 contains 103990 members 
Mstep: Class 8 contains 38747 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 31163 members 
Mstep: Class 12 contains 136483 members 
Mstep: Class 13 contains 11272 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 20 contains 26373 members 
Mstep: Class 21 contains 7440 members 
Mstep: Class 22 contains 6161 members 
Mstep: Class 23 contains 2259 members 
Entering Unmasked Estep 
Score: -26935316.000000 Penalty: 42365.992188
Splitting cluster 12 changes total score from -26928960.000000 to -26935316.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 14 (4277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Entering Unmasked Estep 
Score: -265330.562500 Penalty: 1358.663574
	Iteration 0F: 2 clusters Score -265330.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -261795.046875 Penalty: 2717.327148
	Iteration 0F: 3 clusters Score -261795 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -262749.187500 Penalty: 2717.327148
	Iteration 1F: 3 clusters Score -262749.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -262937.656250 Penalty: 2717.327148
	Iteration 2F: 3 clusters Score -262937.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -263066.593750 Penalty: 2717.327148
	Iteration 3F: 3 clusters Score -263066.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -263148.656250 Penalty: 2717.327148
	Iteration 4Q: 3 clusters Score -263148.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -263211.750000 Penalty: 2717.327148
	Iteration 5Q: 3 clusters Score -263211.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -263268.812500 Penalty: 2717.327148
	Iteration 6Q: 3 clusters Score -263268.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -263312.062500 Penalty: 2717.327148
	Iteration 7Q: 3 clusters Score -263312.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -263350.000000 Penalty: 2717.327148
	Iteration 8Q: 3 clusters Score -263350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -263384.718750 Penalty: 2717.327148
	Iteration 9Q: 3 clusters Score -263384.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -263412.000000 Penalty: 2717.327148
	Iteration 10Q: 3 clusters Score -263412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -263448.156250 Penalty: 2717.327148
	Iteration 11Q: 3 clusters Score -263448.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -263486.062500 Penalty: 2717.327148
	Iteration 12Q: 3 clusters Score -263486.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -263521.281250 Penalty: 2717.327148
	Iteration 13Q: 3 clusters Score -263521.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -263548.843750 Penalty: 2717.327148
	Iteration 14Q: 3 clusters Score -263548.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -263577.281250 Penalty: 2717.327148
	Iteration 15Q: 3 clusters Score -263577.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -263595.562500 Penalty: 2717.327148
	Iteration 16Q: 3 clusters Score -263595.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -263621.875000 Penalty: 2717.327148
	Iteration 17Q: 3 clusters Score -263621.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -263651.781250 Penalty: 2717.327148
	Iteration 18Q: 3 clusters Score -263651.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -263682.656250 Penalty: 2717.327148
	Iteration 19Q: 3 clusters Score -263682.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -263713.187500 Penalty: 2717.327148
	Iteration 20F: 3 clusters Score -263713.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -263735.875000 Penalty: 2717.327148
	Iteration 21Q: 3 clusters Score -263735.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -263759.437500 Penalty: 2717.327148
	Iteration 22Q: 3 clusters Score -263759.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -263781.281250 Penalty: 2717.327148
	Iteration 23Q: 3 clusters Score -263781.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -263808.312500 Penalty: 2717.327148
	Iteration 24Q: 3 clusters Score -263808.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -263839.062500 Penalty: 2717.327148
	Iteration 25Q: 3 clusters Score -263839.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -263863.218750 Penalty: 2717.327148
	Iteration 26Q: 3 clusters Score -263863.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -263885.125000 Penalty: 2717.327148
	Iteration 27Q: 3 clusters Score -263885.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -263913.781250 Penalty: 2717.327148
	Iteration 28Q: 3 clusters Score -263913.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -263944.906250 Penalty: 2717.327148
	Iteration 29Q: 3 clusters Score -263944.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -263976.593750 Penalty: 2717.327148
	Iteration 30Q: 3 clusters Score -263976.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -264006.875000 Penalty: 2717.327148
	Iteration 31Q: 3 clusters Score -264006.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -264035.500000 Penalty: 2717.327148
	Iteration 32Q: 3 clusters Score -264035.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -264062.187500 Penalty: 2717.327148
	Iteration 33Q: 3 clusters Score -264062.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -264072.875000 Penalty: 2717.327148
	Iteration 34Q: 3 clusters Score -264072.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -264080.843750 Penalty: 2717.327148
	Iteration 35Q: 3 clusters Score -264080.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -264085.906250 Penalty: 2717.327148
	Iteration 36Q: 3 clusters Score -264085.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -264091.125000 Penalty: 2717.327148
	Iteration 37Q: 3 clusters Score -264091.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -264098.281250 Penalty: 2717.327148
	Iteration 38Q: 3 clusters Score -264098.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -264101.000000 Penalty: 2717.327148
	Iteration 39Q: 3 clusters Score -264101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -264103.750000 Penalty: 2717.327148
	Iteration 40F: 3 clusters Score -264103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -264105.156250 Penalty: 2717.327148
	Iteration 41Q: 3 clusters Score -264105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -264106.875000 Penalty: 2717.327148
	Iteration 42Q: 3 clusters Score -264106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -264108.718750 Penalty: 2717.327148
	Iteration 43Q: 3 clusters Score -264108.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -264111.343750 Penalty: 2717.327148
	Iteration 44Q: 3 clusters Score -264111.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -264115.531250 Penalty: 2717.327148
	Iteration 45Q: 3 clusters Score -264115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -264118.031250 Penalty: 2717.327148
	Iteration 46Q: 3 clusters Score -264118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -264120.625000 Penalty: 2717.327148
	Iteration 47Q: 3 clusters Score -264120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -264123.937500 Penalty: 2717.327148
	Iteration 48Q: 3 clusters Score -264123.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -264128.156250 Penalty: 2717.327148
	Iteration 49Q: 3 clusters Score -264128.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -264133.906250 Penalty: 2717.327148
	Iteration 50Q: 3 clusters Score -264133.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -264139.750000 Penalty: 2717.327148
	Iteration 51Q: 3 clusters Score -264139.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -264143.812500 Penalty: 2717.327148
	Iteration 52Q: 3 clusters Score -264143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -264147.656250 Penalty: 2717.327148
	Iteration 53Q: 3 clusters Score -264147.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -264153.843750 Penalty: 2717.327148
	Iteration 54Q: 3 clusters Score -264153.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -264159.937500 Penalty: 2717.327148
	Iteration 55Q: 3 clusters Score -264159.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -264163.687500 Penalty: 2717.327148
	Iteration 56Q: 3 clusters Score -264163.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -264165.406250 Penalty: 2717.327148
	Iteration 57Q: 3 clusters Score -264165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -264167.781250 Penalty: 2717.327148
	Iteration 58Q: 3 clusters Score -264167.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -264170.156250 Penalty: 2717.327148
	Iteration 59Q: 3 clusters Score -264170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -264170.906250 Penalty: 2717.327148
	Iteration 60F: 3 clusters Score -264170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -264172.093750 Penalty: 2717.327148
	Iteration 61Q: 3 clusters Score -264172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -264172.968750 Penalty: 2717.327148
	Iteration 62Q: 3 clusters Score -264173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -264175.812500 Penalty: 2717.327148
	Iteration 63Q: 3 clusters Score -264175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -264179.531250 Penalty: 2717.327148
	Iteration 64Q: 3 clusters Score -264179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -264181.031250 Penalty: 2717.327148
	Iteration 65Q: 3 clusters Score -264181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -264182.875000 Penalty: 2717.327148
	Iteration 66Q: 3 clusters Score -264182.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -264182.593750 Penalty: 2717.327148
	Iteration 67Q: 3 clusters Score -264182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -264184.093750 Penalty: 2717.327148
	Iteration 68Q: 3 clusters Score -264184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -264185.062500 Penalty: 2717.327148
	Iteration 69Q: 3 clusters Score -264185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -264185.500000 Penalty: 2717.327148
	Iteration 70Q: 3 clusters Score -264185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -264185.562500 Penalty: 2717.327148
	Iteration 71Q: 3 clusters Score -264185.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -264185.562500 Penalty: 2717.327148
	Iteration 72F: 3 clusters Score -264185.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -298598.031250 Penalty: 1395.826172
	Iteration 0F: 2 clusters Score -298598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -294402.875000 Penalty: 2791.652344
	Iteration 0F: 3 clusters Score -294402.9 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -295640.937500 Penalty: 2791.652344
	Iteration 1F: 3 clusters Score -295640.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -295881.906250 Penalty: 2791.652344
	Iteration 2F: 3 clusters Score -295881.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -296082.156250 Penalty: 2791.652344
	Iteration 3F: 3 clusters Score -296082.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -296278.093750 Penalty: 2791.652344
	Iteration 4F: 3 clusters Score -296278.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -296481.343750 Penalty: 2791.652344
	Iteration 5F: 3 clusters Score -296481.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -296682.656250 Penalty: 2791.652344
	Iteration 6Q: 3 clusters Score -296682.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -296870.937500 Penalty: 2791.652344
	Iteration 7Q: 3 clusters Score -296870.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -297042.468750 Penalty: 2791.652344
	Iteration 8Q: 3 clusters Score -297042.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -297171.593750 Penalty: 2791.652344
	Iteration 9Q: 3 clusters Score -297171.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -297280.687500 Penalty: 2791.652344
	Iteration 10Q: 3 clusters Score -297280.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -297364.812500 Penalty: 2791.652344
	Iteration 11Q: 3 clusters Score -297364.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -297421.718750 Penalty: 2791.652344
	Iteration 12Q: 3 clusters Score -297421.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -297463.937500 Penalty: 2791.652344
	Iteration 13Q: 3 clusters Score -297463.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -297498.750000 Penalty: 2791.652344
	Iteration 14Q: 3 clusters Score -297498.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -297530.500000 Penalty: 2791.652344
	Iteration 15Q: 3 clusters Score -297530.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -297553.687500 Penalty: 2791.652344
	Iteration 16Q: 3 clusters Score -297553.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -297564.406250 Penalty: 2791.652344
	Iteration 17Q: 3 clusters Score -297564.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -297575.062500 Penalty: 2791.652344
	Iteration 18Q: 3 clusters Score -297575.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -297586.843750 Penalty: 2791.652344
	Iteration 19Q: 3 clusters Score -297586.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -297597.187500 Penalty: 2791.652344
	Iteration 20F: 3 clusters Score -297597.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -297602.625000 Penalty: 2791.652344
	Iteration 21Q: 3 clusters Score -297602.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -297607.687500 Penalty: 2791.652344
	Iteration 22Q: 3 clusters Score -297607.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -297611.531250 Penalty: 2791.652344
	Iteration 23Q: 3 clusters Score -297611.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -297614.468750 Penalty: 2791.652344
	Iteration 24Q: 3 clusters Score -297614.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -297616.593750 Penalty: 2791.652344
	Iteration 25Q: 3 clusters Score -297616.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -297620.312500 Penalty: 2791.652344
	Iteration 26Q: 3 clusters Score -297620.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -297624.906250 Penalty: 2791.652344
	Iteration 27Q: 3 clusters Score -297624.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -297628.968750 Penalty: 2791.652344
	Iteration 28Q: 3 clusters Score -297629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -297633.156250 Penalty: 2791.652344
	Iteration 29Q: 3 clusters Score -297633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -297635.437500 Penalty: 2791.652344
	Iteration 30Q: 3 clusters Score -297635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -297640.625000 Penalty: 2791.652344
	Iteration 31Q: 3 clusters Score -297640.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -297643.562500 Penalty: 2791.652344
	Iteration 32Q: 3 clusters Score -297643.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -297646.187500 Penalty: 2791.652344
	Iteration 33Q: 3 clusters Score -297646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -297648.031250 Penalty: 2791.652344
	Iteration 34Q: 3 clusters Score -297648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -297651.218750 Penalty: 2791.652344
	Iteration 35Q: 3 clusters Score -297651.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -297653.406250 Penalty: 2791.652344
	Iteration 36Q: 3 clusters Score -297653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -297654.843750 Penalty: 2791.652344
	Iteration 37Q: 3 clusters Score -297654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -297656.687500 Penalty: 2791.652344
	Iteration 38Q: 3 clusters Score -297656.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -297657.625000 Penalty: 2791.652344
	Iteration 39Q: 3 clusters Score -297657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -297659.968750 Penalty: 2791.652344
	Iteration 40F: 3 clusters Score -297660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -297662.000000 Penalty: 2791.652344
	Iteration 41Q: 3 clusters Score -297662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -297662.062500 Penalty: 2791.652344
	Iteration 42Q: 3 clusters Score -297662.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -297663.062500 Penalty: 2791.652344
	Iteration 43Q: 3 clusters Score -297663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -297663.625000 Penalty: 2791.652344
	Iteration 44Q: 3 clusters Score -297663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -297665.187500 Penalty: 2791.652344
	Iteration 45Q: 3 clusters Score -297665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -297665.312500 Penalty: 2791.652344
	Iteration 46Q: 3 clusters Score -297665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -297665.281250 Penalty: 2791.652344
	Iteration 47Q: 3 clusters Score -297665.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -297665.281250 Penalty: 2791.652344
	Iteration 48F: 3 clusters Score -297665.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Entering Unmasked Estep 
Score: -435032.031250 Penalty: 1443.726685
	Iteration 0F: 2 clusters Score -435032 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 3638 members 
Entering Unmasked Estep 
Score: -429651.750000 Penalty: 2887.453369
	Iteration 0F: 3 clusters Score -429651.8 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -431390.468750 Penalty: 2887.453369
	Iteration 1F: 3 clusters Score -431390.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -431782.843750 Penalty: 2887.453369
	Iteration 2F: 3 clusters Score -431782.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -432068.718750 Penalty: 2887.453369
	Iteration 3F: 3 clusters Score -432068.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -432308.406250 Penalty: 2887.453369
	Iteration 4F: 3 clusters Score -432308.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -432482.937500 Penalty: 2887.453369
	Iteration 5Q: 3 clusters Score -432482.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -432670.937500 Penalty: 2887.453369
	Iteration 6Q: 3 clusters Score -432670.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -432866.312500 Penalty: 2887.453369
	Iteration 7Q: 3 clusters Score -432866.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -433067.812500 Penalty: 2887.453369
	Iteration 8Q: 3 clusters Score -433067.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -433222.718750 Penalty: 2887.453369
	Iteration 9Q: 3 clusters Score -433222.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -433352.031250 Penalty: 2887.453369
	Iteration 10Q: 3 clusters Score -433352 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -433464.281250 Penalty: 2887.453369
	Iteration 11Q: 3 clusters Score -433464.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -433560.312500 Penalty: 2887.453369
	Iteration 12Q: 3 clusters Score -433560.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -433642.781250 Penalty: 2887.453369
	Iteration 13Q: 3 clusters Score -433642.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -433708.125000 Penalty: 2887.453369
	Iteration 14Q: 3 clusters Score -433708.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -433755.281250 Penalty: 2887.453369
	Iteration 15Q: 3 clusters Score -433755.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -433790.312500 Penalty: 2887.453369
	Iteration 16Q: 3 clusters Score -433790.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -433822.468750 Penalty: 2887.453369
	Iteration 17Q: 3 clusters Score -433822.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -433857.593750 Penalty: 2887.453369
	Iteration 18Q: 3 clusters Score -433857.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -433890.781250 Penalty: 2887.453369
	Iteration 19Q: 3 clusters Score -433890.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -433923.250000 Penalty: 2887.453369
	Iteration 20F: 3 clusters Score -433923.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -433954.562500 Penalty: 2887.453369
	Iteration 21Q: 3 clusters Score -433954.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -433990.312500 Penalty: 2887.453369
	Iteration 22Q: 3 clusters Score -433990.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -434021.968750 Penalty: 2887.453369
	Iteration 23Q: 3 clusters Score -434022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -434051.031250 Penalty: 2887.453369
	Iteration 24Q: 3 clusters Score -434051 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -434076.375000 Penalty: 2887.453369
	Iteration 25Q: 3 clusters Score -434076.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -434097.375000 Penalty: 2887.453369
	Iteration 26Q: 3 clusters Score -434097.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -434122.656250 Penalty: 2887.453369
	Iteration 27Q: 3 clusters Score -434122.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -434148.718750 Penalty: 2887.453369
	Iteration 28Q: 3 clusters Score -434148.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -434163.250000 Penalty: 2887.453369
	Iteration 29Q: 3 clusters Score -434163.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -434175.937500 Penalty: 2887.453369
	Iteration 30Q: 3 clusters Score -434175.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -434184.875000 Penalty: 2887.453369
	Iteration 31Q: 3 clusters Score -434184.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -434192.218750 Penalty: 2887.453369
	Iteration 32Q: 3 clusters Score -434192.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -434195.906250 Penalty: 2887.453369
	Iteration 33Q: 3 clusters Score -434195.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -434200.125000 Penalty: 2887.453369
	Iteration 34Q: 3 clusters Score -434200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -434201.968750 Penalty: 2887.453369
	Iteration 35Q: 3 clusters Score -434202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -434204.562500 Penalty: 2887.453369
	Iteration 36Q: 3 clusters Score -434204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -434205.500000 Penalty: 2887.453369
	Iteration 37Q: 3 clusters Score -434205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -434205.625000 Penalty: 2887.453369
	Iteration 38Q: 3 clusters Score -434205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -434205.906250 Penalty: 2887.453369
	Iteration 39Q: 3 clusters Score -434205.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -434206.906250 Penalty: 2887.453369
	Iteration 40F: 3 clusters Score -434206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -434206.937500 Penalty: 2887.453369
	Iteration 41Q: 3 clusters Score -434206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -434206.750000 Penalty: 2887.453369
	Iteration 42Q: 3 clusters Score -434206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -434207.687500 Penalty: 2887.453369
	Iteration 43Q: 3 clusters Score -434207.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -434207.593750 Penalty: 2887.453369
	Iteration 44Q: 3 clusters Score -434207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -434208.062500 Penalty: 2887.453369
	Iteration 45Q: 3 clusters Score -434208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -434208.000000 Penalty: 2887.453369
	Iteration 46Q: 3 clusters Score -434208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -434209.031250 Penalty: 2887.453369
	Iteration 47Q: 3 clusters Score -434209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -434209.031250 Penalty: 2887.453369
	Iteration 48F: 3 clusters Score -434209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Entering Unmasked Estep 
Score: -1645148.750000 Penalty: 1654.265503
	Iteration 0F: 2 clusters Score -1645149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1627495.000000 Penalty: 3308.531006
	Iteration 0F: 3 clusters Score -1627495 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1634002.250000 Penalty: 3308.531006
	Iteration 1F: 3 clusters Score -1634002 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1634357.750000 Penalty: 3308.531006
	Iteration 2Q: 3 clusters Score -1634358 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1634725.000000 Penalty: 3308.531006
	Iteration 3Q: 3 clusters Score -1634725 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1635144.375000 Penalty: 3308.531006
	Iteration 4Q: 3 clusters Score -1635144 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1635686.000000 Penalty: 3308.531006
	Iteration 5Q: 3 clusters Score -1635686 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1636466.000000 Penalty: 3308.531006
	Iteration 6F: 3 clusters Score -1636466 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1637696.625000 Penalty: 3308.531006
	Iteration 7F: 3 clusters Score -1637697 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1639328.125000 Penalty: 3308.531006
	Iteration 8F: 3 clusters Score -1639328 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1640979.875000 Penalty: 3308.531006
	Iteration 9F: 3 clusters Score -1640980 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1642279.125000 Penalty: 3308.531006
	Iteration 10F: 3 clusters Score -1642279 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1643074.625000 Penalty: 3308.531006
	Iteration 11Q: 3 clusters Score -1643075 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1643417.500000 Penalty: 3308.531006
	Iteration 12Q: 3 clusters Score -1643418 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1643563.500000 Penalty: 3308.531006
	Iteration 13Q: 3 clusters Score -1643564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1643641.125000 Penalty: 3308.531006
	Iteration 14Q: 3 clusters Score -1643641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1643685.875000 Penalty: 3308.531006
	Iteration 15Q: 3 clusters Score -1643686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1643718.625000 Penalty: 3308.531006
	Iteration 16Q: 3 clusters Score -1643719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1643728.500000 Penalty: 3308.531006
	Iteration 17Q: 3 clusters Score -1643728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1643733.375000 Penalty: 3308.531006
	Iteration 18Q: 3 clusters Score -1643733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1643735.375000 Penalty: 3308.531006
	Iteration 19Q: 3 clusters Score -1643735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1643738.375000 Penalty: 3308.531006
	Iteration 20F: 3 clusters Score -1643738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1643740.625000 Penalty: 3308.531006
	Iteration 21Q: 3 clusters Score -1643741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1643745.000000 Penalty: 3308.531006
	Iteration 22Q: 3 clusters Score -1643745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1643745.000000 Penalty: 3308.531006
	Iteration 23F: 3 clusters Score -1643745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -437362.218750 Penalty: 1448.626709
	Iteration 0F: 2 clusters Score -437362.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -432012.656250 Penalty: 2897.253418
	Iteration 0F: 3 clusters Score -432012.7 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -434128.125000 Penalty: 2897.253418
	Iteration 1F: 3 clusters Score -434128.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -434733.093750 Penalty: 2897.253418
	Iteration 2F: 3 clusters Score -434733.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -435251.562500 Penalty: 2897.253418
	Iteration 3F: 3 clusters Score -435251.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -435669.437500 Penalty: 2897.253418
	Iteration 4F: 3 clusters Score -435669.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -436019.687500 Penalty: 2897.253418
	Iteration 5F: 3 clusters Score -436019.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -436324.906250 Penalty: 2897.253418
	Iteration 6F: 3 clusters Score -436324.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -436636.500000 Penalty: 2897.253418
	Iteration 7Q: 3 clusters Score -436636.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -436917.000000 Penalty: 2897.253418
	Iteration 8Q: 3 clusters Score -436917 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -437151.031250 Penalty: 2897.253418
	Iteration 9Q: 3 clusters Score -437151 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -437369.218750 Penalty: 2897.253418
	Iteration 10Q: 3 clusters Score -437369.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -437528.437500 Penalty: 2897.253418
	Iteration 11Q: 3 clusters Score -437528.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -437635.593750 Penalty: 2897.253418
	Iteration 12Q: 3 clusters Score -437635.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -437683.468750 Penalty: 2897.253418
	Iteration 13Q: 3 clusters Score -437683.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -437710.281250 Penalty: 2897.253418
	Iteration 14Q: 3 clusters Score -437710.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -437724.875000 Penalty: 2897.253418
	Iteration 15Q: 3 clusters Score -437724.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -437738.093750 Penalty: 2897.253418
	Iteration 16Q: 3 clusters Score -437738.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -437743.687500 Penalty: 2897.253418
	Iteration 17Q: 3 clusters Score -437743.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -437747.187500 Penalty: 2897.253418
	Iteration 18Q: 3 clusters Score -437747.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -437750.906250 Penalty: 2897.253418
	Iteration 19Q: 3 clusters Score -437750.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -437751.250000 Penalty: 2897.253418
	Iteration 20F: 3 clusters Score -437751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -437751.531250 Penalty: 2897.253418
	Iteration 21Q: 3 clusters Score -437751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -437752.312500 Penalty: 2897.253418
	Iteration 22Q: 3 clusters Score -437752.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -437751.406250 Penalty: 2897.253418
	Iteration 23Q: 3 clusters Score -437751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -437754.562500 Penalty: 2897.253418
	Iteration 24Q: 3 clusters Score -437754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -437754.687500 Penalty: 2897.253418
	Iteration 25Q: 3 clusters Score -437754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -437755.750000 Penalty: 2897.253418
	Iteration 26Q: 3 clusters Score -437755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -437756.125000 Penalty: 2897.253418
	Iteration 27Q: 3 clusters Score -437756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -437756.593750 Penalty: 2897.253418
	Iteration 28Q: 3 clusters Score -437756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -437756.812500 Penalty: 2897.253418
	Iteration 29Q: 3 clusters Score -437756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -437756.687500 Penalty: 2897.253418
	Iteration 30Q: 3 clusters Score -437756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -437756.968750 Penalty: 2897.253418
	Iteration 31Q: 3 clusters Score -437757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -437759.062500 Penalty: 2897.253418
	Iteration 32Q: 3 clusters Score -437759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -437759.062500 Penalty: 2897.253418
	Iteration 33F: 3 clusters Score -437759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 35370 members 
Mstep: Class 7 contains 103990 members 
Mstep: Class 8 contains 38747 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 31163 members 
Mstep: Class 12 contains 136483 members 
Mstep: Class 13 contains 11272 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 3285 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 20 contains 26373 members 
Mstep: Class 21 contains 4155 members 
Mstep: Class 22 contains 6161 members 
Mstep: Class 23 contains 2259 members 
Entering Unmasked Estep 
Score: -26935056.000000 Penalty: 44484.289062
Splitting cluster 21 changes total score from -26928960.000000 to -26935056.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -363581.000000 Penalty: 1417.973999
	Iteration 0F: 2 clusters Score -363581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -358827.281250 Penalty: 2835.947998
	Iteration 0F: 3 clusters Score -358827.3 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -360170.343750 Penalty: 2835.947998
	Iteration 1F: 3 clusters Score -360170.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -360399.937500 Penalty: 2835.947998
	Iteration 2F: 3 clusters Score -360399.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -360605.531250 Penalty: 2835.947998
	Iteration 3F: 3 clusters Score -360605.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -360793.593750 Penalty: 2835.947998
	Iteration 4F: 3 clusters Score -360793.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -360974.500000 Penalty: 2835.947998
	Iteration 5Q: 3 clusters Score -360974.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -361148.250000 Penalty: 2835.947998
	Iteration 6Q: 3 clusters Score -361148.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -361330.000000 Penalty: 2835.947998
	Iteration 7Q: 3 clusters Score -361330 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -361525.593750 Penalty: 2835.947998
	Iteration 8Q: 3 clusters Score -361525.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -361716.343750 Penalty: 2835.947998
	Iteration 9Q: 3 clusters Score -361716.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -361904.562500 Penalty: 2835.947998
	Iteration 10Q: 3 clusters Score -361904.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -362127.531250 Penalty: 2835.947998
	Iteration 11Q: 3 clusters Score -362127.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -362307.906250 Penalty: 2835.947998
	Iteration 12Q: 3 clusters Score -362307.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -362403.281250 Penalty: 2835.947998
	Iteration 13Q: 3 clusters Score -362403.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -362463.062500 Penalty: 2835.947998
	Iteration 14Q: 3 clusters Score -362463.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -362492.906250 Penalty: 2835.947998
	Iteration 15Q: 3 clusters Score -362492.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -362510.750000 Penalty: 2835.947998
	Iteration 16Q: 3 clusters Score -362510.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -362518.593750 Penalty: 2835.947998
	Iteration 17Q: 3 clusters Score -362518.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -362525.531250 Penalty: 2835.947998
	Iteration 18Q: 3 clusters Score -362525.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -362532.125000 Penalty: 2835.947998
	Iteration 19Q: 3 clusters Score -362532.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -362536.250000 Penalty: 2835.947998
	Iteration 20F: 3 clusters Score -362536.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -362539.375000 Penalty: 2835.947998
	Iteration 21Q: 3 clusters Score -362539.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -362542.000000 Penalty: 2835.947998
	Iteration 22Q: 3 clusters Score -362542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -362545.812500 Penalty: 2835.947998
	Iteration 23Q: 3 clusters Score -362545.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -362548.500000 Penalty: 2835.947998
	Iteration 24Q: 3 clusters Score -362548.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -362550.343750 Penalty: 2835.947998
	Iteration 25Q: 3 clusters Score -362550.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -362551.031250 Penalty: 2835.947998
	Iteration 26Q: 3 clusters Score -362551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -362553.312500 Penalty: 2835.947998
	Iteration 27Q: 3 clusters Score -362553.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -362553.531250 Penalty: 2835.947998
	Iteration 28Q: 3 clusters Score -362553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -362555.437500 Penalty: 2835.947998
	Iteration 29Q: 3 clusters Score -362555.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -362556.500000 Penalty: 2835.947998
	Iteration 30Q: 3 clusters Score -362556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -362557.250000 Penalty: 2835.947998
	Iteration 31Q: 3 clusters Score -362557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -362558.343750 Penalty: 2835.947998
	Iteration 32Q: 3 clusters Score -362558.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -362560.250000 Penalty: 2835.947998
	Iteration 33Q: 3 clusters Score -362560.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -362561.218750 Penalty: 2835.947998
	Iteration 34Q: 3 clusters Score -362561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -362562.187500 Penalty: 2835.947998
	Iteration 35Q: 3 clusters Score -362562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -362562.187500 Penalty: 2835.947998
	Iteration 36F: 3 clusters Score -362562.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -123349.304688 Penalty: 1254.935181
	Iteration 0F: 2 clusters Score -123349.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -121093.726562 Penalty: 2509.870361
	Iteration 0F: 3 clusters Score -121093.7 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -121648.914062 Penalty: 2509.870361
	Iteration 1F: 3 clusters Score -121648.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -121791.906250 Penalty: 2509.870361
	Iteration 2F: 3 clusters Score -121791.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -121879.140625 Penalty: 2509.870361
	Iteration 3F: 3 clusters Score -121879.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -121959.218750 Penalty: 2509.870361
	Iteration 4Q: 3 clusters Score -121959.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -122039.367188 Penalty: 2509.870361
	Iteration 5Q: 3 clusters Score -122039.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -122122.039062 Penalty: 2509.870361
	Iteration 6Q: 3 clusters Score -122122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -122190.476562 Penalty: 2509.870361
	Iteration 7Q: 3 clusters Score -122190.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -122233.250000 Penalty: 2509.870361
	Iteration 8Q: 3 clusters Score -122233.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -122264.796875 Penalty: 2509.870361
	Iteration 9Q: 3 clusters Score -122264.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -122291.937500 Penalty: 2509.870361
	Iteration 10Q: 3 clusters Score -122291.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -122313.976562 Penalty: 2509.870361
	Iteration 11Q: 3 clusters Score -122314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -122329.117188 Penalty: 2509.870361
	Iteration 12Q: 3 clusters Score -122329.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -122348.593750 Penalty: 2509.870361
	Iteration 13Q: 3 clusters Score -122348.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -122370.578125 Penalty: 2509.870361
	Iteration 14Q: 3 clusters Score -122370.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -122388.656250 Penalty: 2509.870361
	Iteration 15Q: 3 clusters Score -122388.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -122400.859375 Penalty: 2509.870361
	Iteration 16Q: 3 clusters Score -122400.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -122407.312500 Penalty: 2509.870361
	Iteration 17Q: 3 clusters Score -122407.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -122412.742188 Penalty: 2509.870361
	Iteration 18Q: 3 clusters Score -122412.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -122417.867188 Penalty: 2509.870361
	Iteration 19Q: 3 clusters Score -122417.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -122424.531250 Penalty: 2509.870361
	Iteration 20F: 3 clusters Score -122424.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -122427.898438 Penalty: 2509.870361
	Iteration 21Q: 3 clusters Score -122427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -122430.617188 Penalty: 2509.870361
	Iteration 22Q: 3 clusters Score -122430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -122434.812500 Penalty: 2509.870361
	Iteration 23Q: 3 clusters Score -122434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -122438.203125 Penalty: 2509.870361
	Iteration 24Q: 3 clusters Score -122438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -122442.117188 Penalty: 2509.870361
	Iteration 25Q: 3 clusters Score -122442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -122443.875000 Penalty: 2509.870361
	Iteration 26Q: 3 clusters Score -122443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -122445.765625 Penalty: 2509.870361
	Iteration 27Q: 3 clusters Score -122445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -122447.085938 Penalty: 2509.870361
	Iteration 28Q: 3 clusters Score -122447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -122447.687500 Penalty: 2509.870361
	Iteration 29Q: 3 clusters Score -122447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -122448.500000 Penalty: 2509.870361
	Iteration 30Q: 3 clusters Score -122448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -122450.171875 Penalty: 2509.870361
	Iteration 31Q: 3 clusters Score -122450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -122450.640625 Penalty: 2509.870361
	Iteration 32Q: 3 clusters Score -122450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -122450.640625 Penalty: 2509.870361
	Iteration 33F: 3 clusters Score -122450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 35370 members 
Mstep: Class 7 contains 103990 members 
Mstep: Class 8 contains 38747 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 11 contains 31163 members 
Mstep: Class 12 contains 136483 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 20 contains 26373 members 
Mstep: Class 21 contains 4155 members 
Mstep: Class 22 contains 6161 members 
Mstep: Class 23 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26937688.000000 Penalty: 44484.289062
Iteration 39Q: 22 clusters Score -2.693769e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7200 members 
Mstep: Class 3 contains 5085 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 8324 members 
Mstep: Class 6 contains 34843 members 
Mstep: Class 7 contains 105230 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 8556 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 31131 members 
Mstep: Class 12 contains 135020 members 
Mstep: Class 13 contains 11187 members 
Mstep: Class 14 contains 4314 members 
Mstep: Class 15 contains 5410 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 7342 members 
Mstep: Class 20 contains 26697 members 
Mstep: Class 21 contains 4209 members 
Mstep: Class 22 contains 6153 members 
Mstep: Class 23 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940298.000000 Penalty: 44484.289062
Iteration 40F: 22 clusters Score -2.69403e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 8386 members 
Mstep: Class 6 contains 34335 members 
Mstep: Class 7 contains 105899 members 
Mstep: Class 8 contains 38713 members 
Mstep: Class 9 contains 8633 members 
Mstep: Class 10 contains 925 members 
Mstep: Class 11 contains 31011 members 
Mstep: Class 12 contains 134071 members 
Mstep: Class 13 contains 11905 members 
Mstep: Class 14 contains 4353 members 
Mstep: Class 15 contains 5343 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 7284 members 
Mstep: Class 20 contains 26875 members 
Mstep: Class 21 contains 4251 members 
Mstep: Class 22 contains 6108 members 
Mstep: Class 23 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941344.000000 Penalty: 44484.289062
Iteration 41Q: 22 clusters Score -2.694134e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6991 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 8444 members 
Mstep: Class 6 contains 33927 members 
Mstep: Class 7 contains 106502 members 
Mstep: Class 8 contains 38557 members 
Mstep: Class 9 contains 8710 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 30855 members 
Mstep: Class 12 contains 133400 members 
Mstep: Class 13 contains 12264 members 
Mstep: Class 14 contains 4386 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 16 contains 3440 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 20 contains 27040 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 22 contains 6078 members 
Mstep: Class 23 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941870.000000 Penalty: 44484.289062
Iteration 42Q: 22 clusters Score -2.694187e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6930 members 
Mstep: Class 3 contains 5147 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 8478 members 
Mstep: Class 6 contains 33567 members 
Mstep: Class 7 contains 107043 members 
Mstep: Class 8 contains 38466 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 30692 members 
Mstep: Class 12 contains 132866 members 
Mstep: Class 13 contains 12513 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 3561 members 
Mstep: Class 17 contains 7336 members 
Mstep: Class 20 contains 27177 members 
Mstep: Class 21 contains 4310 members 
Mstep: Class 22 contains 6052 members 
Mstep: Class 23 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942126.000000 Penalty: 44484.289062
Iteration 43Q: 22 clusters Score -2.694213e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6889 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 8515 members 
Mstep: Class 6 contains 33210 members 
Mstep: Class 7 contains 107556 members 
Mstep: Class 8 contains 38382 members 
Mstep: Class 9 contains 8872 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 30499 members 
Mstep: Class 12 contains 132416 members 
Mstep: Class 13 contains 12733 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 15 contains 5195 members 
Mstep: Class 16 contains 3648 members 
Mstep: Class 17 contains 7362 members 
Mstep: Class 20 contains 27293 members 
Mstep: Class 21 contains 4338 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942276.000000 Penalty: 44484.289062
Iteration 44Q: 22 clusters Score -2.694228e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 6499 members 
Mstep: Class 5 contains 8552 members 
Mstep: Class 6 contains 32881 members 
Mstep: Class 7 contains 108086 members 
Mstep: Class 8 contains 38311 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 1040 members 
Mstep: Class 11 contains 30258 members 
Mstep: Class 12 contains 132058 members 
Mstep: Class 13 contains 12914 members 
Mstep: Class 14 contains 4473 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 7404 members 
Mstep: Class 20 contains 27364 members 
Mstep: Class 21 contains 4366 members 
Mstep: Class 22 contains 6014 members 
Mstep: Class 23 contains 2267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942236.000000 Penalty: 44484.289062
Iteration 45Q: 22 clusters Score -2.694224e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 5235 members 
Mstep: Class 4 contains 6498 members 
Mstep: Class 5 contains 8587 members 
Mstep: Class 6 contains 32583 members 
Mstep: Class 7 contains 108597 members 
Mstep: Class 8 contains 38244 members 
Mstep: Class 9 contains 9016 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 30030 members 
Mstep: Class 12 contains 131743 members 
Mstep: Class 13 contains 13051 members 
Mstep: Class 14 contains 4492 members 
Mstep: Class 15 contains 5146 members 
Mstep: Class 16 contains 3766 members 
Mstep: Class 17 contains 7451 members 
Mstep: Class 20 contains 27424 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 5998 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942352.000000 Penalty: 44484.289062
Iteration 46Q: 22 clusters Score -2.694235e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 5251 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 8623 members 
Mstep: Class 6 contains 32340 members 
Mstep: Class 7 contains 109095 members 
Mstep: Class 8 contains 38176 members 
Mstep: Class 9 contains 9081 members 
Mstep: Class 10 contains 1062 members 
Mstep: Class 11 contains 29792 members 
Mstep: Class 12 contains 131463 members 
Mstep: Class 13 contains 13156 members 
Mstep: Class 14 contains 4503 members 
Mstep: Class 15 contains 5132 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 20 contains 27469 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 5985 members 
Mstep: Class 23 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942528.000000 Penalty: 44484.289062
Iteration 47Q: 22 clusters Score -2.694253e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 5273 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 8658 members 
Mstep: Class 6 contains 32119 members 
Mstep: Class 7 contains 109593 members 
Mstep: Class 8 contains 38124 members 
Mstep: Class 9 contains 9151 members 
Mstep: Class 10 contains 1066 members 
Mstep: Class 11 contains 29540 members 
Mstep: Class 12 contains 131184 members 
Mstep: Class 13 contains 13242 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 5116 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 20 contains 27510 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942542.000000 Penalty: 44484.289062
Iteration 48Q: 22 clusters Score -2.694254e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6780 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 8691 members 
Mstep: Class 6 contains 31902 members 
Mstep: Class 7 contains 110083 members 
Mstep: Class 8 contains 38057 members 
Mstep: Class 9 contains 9221 members 
Mstep: Class 10 contains 1069 members 
Mstep: Class 11 contains 29247 members 
Mstep: Class 12 contains 130987 members 
Mstep: Class 13 contains 13321 members 
Mstep: Class 14 contains 4522 members 
Mstep: Class 15 contains 5106 members 
Mstep: Class 16 contains 3862 members 
Mstep: Class 17 contains 7569 members 
Mstep: Class 20 contains 27544 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 5971 members 
Mstep: Class 23 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942722.000000 Penalty: 44484.289062
Iteration 49Q: 22 clusters Score -2.694272e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6763 members 
Mstep: Class 3 contains 5318 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 31705 members 
Mstep: Class 7 contains 110583 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 9294 members 
Mstep: Class 10 contains 1073 members 
Mstep: Class 11 contains 28922 members 
Mstep: Class 12 contains 130829 members 
Mstep: Class 13 contains 13378 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 7600 members 
Mstep: Class 20 contains 27566 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 5957 members 
Mstep: Class 23 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942818.000000 Penalty: 44484.289062
Iteration 50Q: 22 clusters Score -2.694282e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 5341 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 8749 members 
Mstep: Class 6 contains 31529 members 
Mstep: Class 7 contains 111092 members 
Mstep: Class 8 contains 37979 members 
Mstep: Class 9 contains 9362 members 
Mstep: Class 10 contains 1075 members 
Mstep: Class 11 contains 28611 members 
Mstep: Class 12 contains 130666 members 
Mstep: Class 13 contains 13425 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 20 contains 27577 members 
Mstep: Class 21 contains 4475 members 
Mstep: Class 22 contains 5934 members 
Mstep: Class 23 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942824.000000 Penalty: 44484.289062
Iteration 51Q: 22 clusters Score -2.694282e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 5352 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 8772 members 
Mstep: Class 6 contains 31382 members 
Mstep: Class 7 contains 111565 members 
Mstep: Class 8 contains 37943 members 
Mstep: Class 9 contains 9426 members 
Mstep: Class 10 contains 1075 members 
Mstep: Class 11 contains 28329 members 
Mstep: Class 12 contains 130499 members 
Mstep: Class 13 contains 13463 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 5072 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 7647 members 
Mstep: Class 20 contains 27587 members 
Mstep: Class 21 contains 4503 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942922.000000 Penalty: 44484.289062
Iteration 52Q: 22 clusters Score -2.694292e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6739 members 
Mstep: Class 3 contains 5360 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 8793 members 
Mstep: Class 6 contains 31238 members 
Mstep: Class 7 contains 112013 members 
Mstep: Class 8 contains 37920 members 
Mstep: Class 9 contains 9493 members 
Mstep: Class 10 contains 1077 members 
Mstep: Class 11 contains 28045 members 
Mstep: Class 12 contains 130357 members 
Mstep: Class 13 contains 13493 members 
Mstep: Class 14 contains 4547 members 
Mstep: Class 15 contains 5069 members 
Mstep: Class 16 contains 3949 members 
Mstep: Class 17 contains 7666 members 
Mstep: Class 20 contains 27595 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943090.000000 Penalty: 44484.289062
Iteration 53Q: 22 clusters Score -2.694309e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6735 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 8816 members 
Mstep: Class 6 contains 31086 members 
Mstep: Class 7 contains 112447 members 
Mstep: Class 8 contains 37897 members 
Mstep: Class 9 contains 9563 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 27769 members 
Mstep: Class 12 contains 130217 members 
Mstep: Class 13 contains 13520 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5064 members 
Mstep: Class 16 contains 3968 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 20 contains 27605 members 
Mstep: Class 21 contains 4547 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943104.000000 Penalty: 44484.289062
Iteration 54Q: 22 clusters Score -2.69431e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 5384 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 8846 members 
Mstep: Class 6 contains 30966 members 
Mstep: Class 7 contains 112891 members 
Mstep: Class 8 contains 37868 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 130049 members 
Mstep: Class 13 contains 13534 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 3988 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 20 contains 27619 members 
Mstep: Class 21 contains 4561 members 
Mstep: Class 22 contains 5846 members 
Mstep: Class 23 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943142.000000 Penalty: 44484.289062
Iteration 55Q: 22 clusters Score -2.694314e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 5400 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 8880 members 
Mstep: Class 6 contains 30848 members 
Mstep: Class 7 contains 113345 members 
Mstep: Class 8 contains 37842 members 
Mstep: Class 9 contains 9722 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 27155 members 
Mstep: Class 12 contains 129878 members 
Mstep: Class 13 contains 13557 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 3997 members 
Mstep: Class 17 contains 7741 members 
Mstep: Class 20 contains 27620 members 
Mstep: Class 21 contains 4571 members 
Mstep: Class 22 contains 5836 members 
Mstep: Class 23 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943338.000000 Penalty: 44484.289062
Iteration 56Q: 22 clusters Score -2.694334e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 5406 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 8911 members 
Mstep: Class 6 contains 30750 members 
Mstep: Class 7 contains 113794 members 
Mstep: Class 8 contains 37818 members 
Mstep: Class 9 contains 9798 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 26842 members 
Mstep: Class 12 contains 129707 members 
Mstep: Class 13 contains 13578 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 4009 members 
Mstep: Class 17 contains 7763 members 
Mstep: Class 20 contains 27624 members 
Mstep: Class 21 contains 4584 members 
Mstep: Class 22 contains 5825 members 
Mstep: Class 23 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943336.000000 Penalty: 44484.289062
Iteration 57Q: 22 clusters Score -2.694334e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 5412 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 8927 members 
Mstep: Class 6 contains 30669 members 
Mstep: Class 7 contains 114271 members 
Mstep: Class 8 contains 37784 members 
Mstep: Class 9 contains 9870 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 26501 members 
Mstep: Class 12 contains 129544 members 
Mstep: Class 13 contains 13593 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 4020 members 
Mstep: Class 17 contains 7778 members 
Mstep: Class 20 contains 27636 members 
Mstep: Class 21 contains 4598 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943376.000000 Penalty: 44484.289062
Iteration 58Q: 22 clusters Score -2.694338e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 5419 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 8945 members 
Mstep: Class 6 contains 30597 members 
Mstep: Class 7 contains 114745 members 
Mstep: Class 8 contains 37744 members 
Mstep: Class 9 contains 9937 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 26165 members 
Mstep: Class 12 contains 129375 members 
Mstep: Class 13 contains 13605 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 4032 members 
Mstep: Class 17 contains 7798 members 
Mstep: Class 20 contains 27643 members 
Mstep: Class 21 contains 4619 members 
Mstep: Class 22 contains 5802 members 
Mstep: Class 23 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943470.000000 Penalty: 44484.289062
Iteration 59Q: 22 clusters Score -2.694347e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 8968 members 
Mstep: Class 6 contains 30528 members 
Mstep: Class 7 contains 115253 members 
Mstep: Class 8 contains 37707 members 
Mstep: Class 9 contains 9989 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 25813 members 
Mstep: Class 12 contains 129197 members 
Mstep: Class 13 contains 13620 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 4047 members 
Mstep: Class 17 contains 7820 members 
Mstep: Class 20 contains 27650 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 5790 members 
Mstep: Class 23 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943518.000000 Penalty: 44484.289062
Iteration 60F: 22 clusters Score -2.694352e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 5428 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 8982 members 
Mstep: Class 6 contains 30464 members 
Mstep: Class 7 contains 115757 members 
Mstep: Class 8 contains 37664 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 25437 members 
Mstep: Class 12 contains 129058 members 
Mstep: Class 13 contains 13634 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 20 contains 27646 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 5790 members 
Mstep: Class 23 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943608.000000 Penalty: 44484.289062
Iteration 61Q: 22 clusters Score -2.694361e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 5438 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 8992 members 
Mstep: Class 6 contains 30404 members 
Mstep: Class 7 contains 116259 members 
Mstep: Class 8 contains 37630 members 
Mstep: Class 9 contains 10112 members 
Mstep: Class 10 contains 1088 members 
Mstep: Class 11 contains 25073 members 
Mstep: Class 12 contains 128915 members 
Mstep: Class 13 contains 13639 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 7859 members 
Mstep: Class 20 contains 27645 members 
Mstep: Class 21 contains 4652 members 
Mstep: Class 22 contains 5791 members 
Mstep: Class 23 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943706.000000 Penalty: 44484.289062
Iteration 62Q: 22 clusters Score -2.694371e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 5441 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 6 contains 30345 members 
Mstep: Class 7 contains 116784 members 
Mstep: Class 8 contains 37608 members 
Mstep: Class 9 contains 10167 members 
Mstep: Class 10 contains 1089 members 
Mstep: Class 11 contains 24694 members 
Mstep: Class 12 contains 128772 members 
Mstep: Class 13 contains 13637 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 5007 members 
Mstep: Class 16 contains 4088 members 
Mstep: Class 17 contains 7892 members 
Mstep: Class 20 contains 27653 members 
Mstep: Class 21 contains 4657 members 
Mstep: Class 22 contains 5788 members 
Mstep: Class 23 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943746.000000 Penalty: 44484.289062
Iteration 63Q: 22 clusters Score -2.694375e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6720 members 
Mstep: Class 3 contains 5444 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 8987 members 
Mstep: Class 6 contains 30289 members 
Mstep: Class 7 contains 117336 members 
Mstep: Class 8 contains 37591 members 
Mstep: Class 9 contains 10226 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 24269 members 
Mstep: Class 12 contains 128605 members 
Mstep: Class 13 contains 13626 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 4106 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 20 contains 27669 members 
Mstep: Class 21 contains 4658 members 
Mstep: Class 22 contains 5789 members 
Mstep: Class 23 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943906.000000 Penalty: 44484.289062
Iteration 64Q: 22 clusters Score -2.694391e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 5449 members 
Mstep: Class 4 contains 6508 members 
Mstep: Class 5 contains 9007 members 
Mstep: Class 6 contains 30229 members 
Mstep: Class 7 contains 117893 members 
Mstep: Class 8 contains 37564 members 
Mstep: Class 9 contains 10279 members 
Mstep: Class 10 contains 1094 members 
Mstep: Class 11 contains 23840 members 
Mstep: Class 12 contains 128468 members 
Mstep: Class 13 contains 13626 members 
Mstep: Class 14 contains 4648 members 
Mstep: Class 15 contains 4991 members 
Mstep: Class 16 contains 4117 members 
Mstep: Class 17 contains 7941 members 
Mstep: Class 20 contains 27669 members 
Mstep: Class 21 contains 4661 members 
Mstep: Class 22 contains 5788 members 
Mstep: Class 23 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944032.000000 Penalty: 44484.289062
Iteration 65Q: 22 clusters Score -2.694403e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6715 members 
Mstep: Class 3 contains 5455 members 
Mstep: Class 4 contains 6508 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 30166 members 
Mstep: Class 7 contains 118472 members 
Mstep: Class 8 contains 37545 members 
Mstep: Class 9 contains 10331 members 
Mstep: Class 10 contains 1096 members 
Mstep: Class 11 contains 23411 members 
Mstep: Class 12 contains 128341 members 
Mstep: Class 13 contains 13614 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 7957 members 
Mstep: Class 20 contains 27667 members 
Mstep: Class 21 contains 4662 members 
Mstep: Class 22 contains 5790 members 
Mstep: Class 23 contains 2229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944132.000000 Penalty: 44484.289062
Iteration 66Q: 22 clusters Score -2.694413e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6716 members 
Mstep: Class 3 contains 5459 members 
Mstep: Class 4 contains 6508 members 
Mstep: Class 5 contains 9030 members 
Mstep: Class 6 contains 30109 members 
Mstep: Class 7 contains 119061 members 
Mstep: Class 8 contains 37536 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 1096 members 
Mstep: Class 11 contains 22943 members 
Mstep: Class 12 contains 128204 members 
Mstep: Class 13 contains 13600 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 4968 members 
Mstep: Class 16 contains 4132 members 
Mstep: Class 17 contains 7984 members 
Mstep: Class 20 contains 27669 members 
Mstep: Class 21 contains 4663 members 
Mstep: Class 22 contains 5794 members 
Mstep: Class 23 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944188.000000 Penalty: 44484.289062
Iteration 67Q: 22 clusters Score -2.694419e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 5464 members 
Mstep: Class 4 contains 6508 members 
Mstep: Class 5 contains 9046 members 
Mstep: Class 6 contains 30066 members 
Mstep: Class 7 contains 119677 members 
Mstep: Class 8 contains 37517 members 
Mstep: Class 9 contains 10431 members 
Mstep: Class 10 contains 1096 members 
Mstep: Class 11 contains 22465 members 
Mstep: Class 12 contains 128043 members 
Mstep: Class 13 contains 13588 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 4137 members 
Mstep: Class 17 contains 8002 members 
Mstep: Class 20 contains 27674 members 
Mstep: Class 21 contains 4669 members 
Mstep: Class 22 contains 5796 members 
Mstep: Class 23 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944356.000000 Penalty: 44484.289062
Iteration 68Q: 22 clusters Score -2.694436e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6716 members 
Mstep: Class 3 contains 5469 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 9047 members 
Mstep: Class 6 contains 30026 members 
Mstep: Class 7 contains 120340 members 
Mstep: Class 8 contains 37481 members 
Mstep: Class 9 contains 10499 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 127876 members 
Mstep: Class 13 contains 13578 members 
Mstep: Class 14 contains 4704 members 
Mstep: Class 15 contains 4956 members 
Mstep: Class 16 contains 4137 members 
Mstep: Class 17 contains 8027 members 
Mstep: Class 20 contains 27662 members 
Mstep: Class 21 contains 4672 members 
Mstep: Class 22 contains 5800 members 
Mstep: Class 23 contains 2229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944454.000000 Penalty: 44484.289062
Iteration 69Q: 22 clusters Score -2.694445e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 5476 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 9052 members 
Mstep: Class 6 contains 29980 members 
Mstep: Class 7 contains 121052 members 
Mstep: Class 8 contains 37464 members 
Mstep: Class 9 contains 10548 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 21499 members 
Mstep: Class 12 contains 127673 members 
Mstep: Class 13 contains 13561 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 8050 members 
Mstep: Class 20 contains 27655 members 
Mstep: Class 21 contains 4672 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 2229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944452.000000 Penalty: 44484.289062
Iteration 70Q: 22 clusters Score -2.694445e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6714 members 
Mstep: Class 3 contains 5483 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 29931 members 
Mstep: Class 7 contains 121804 members 
Mstep: Class 8 contains 37443 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 20972 members 
Mstep: Class 12 contains 127451 members 
Mstep: Class 13 contains 13551 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 4940 members 
Mstep: Class 16 contains 4144 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 20 contains 27651 members 
Mstep: Class 21 contains 4672 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 2226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944556.000000 Penalty: 44484.289062
Iteration 71Q: 22 clusters Score -2.694456e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6715 members 
Mstep: Class 3 contains 5485 members 
Mstep: Class 4 contains 6519 members 
Mstep: Class 5 contains 9063 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 122622 members 
Mstep: Class 8 contains 37416 members 
Mstep: Class 9 contains 10654 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 20461 members 
Mstep: Class 12 contains 127178 members 
Mstep: Class 13 contains 13556 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 4937 members 
Mstep: Class 16 contains 4155 members 
Mstep: Class 17 contains 8069 members 
Mstep: Class 20 contains 27627 members 
Mstep: Class 21 contains 4672 members 
Mstep: Class 22 contains 5809 members 
Mstep: Class 23 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944760.000000 Penalty: 44484.289062
Iteration 72Q: 22 clusters Score -2.694476e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6714 members 
Mstep: Class 3 contains 5488 members 
Mstep: Class 4 contains 6519 members 
Mstep: Class 5 contains 9077 members 
Mstep: Class 6 contains 29817 members 
Mstep: Class 7 contains 123554 members 
Mstep: Class 8 contains 37401 members 
Mstep: Class 9 contains 10700 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 19893 members 
Mstep: Class 12 contains 126861 members 
Mstep: Class 13 contains 13557 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 4937 members 
Mstep: Class 16 contains 4165 members 
Mstep: Class 17 contains 8076 members 
Mstep: Class 20 contains 27599 members 
Mstep: Class 21 contains 4672 members 
Mstep: Class 22 contains 5809 members 
Mstep: Class 23 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945054.000000 Penalty: 44484.289062
Iteration 73Q: 22 clusters Score -2.694505e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6718 members 
Mstep: Class 3 contains 5487 members 
Mstep: Class 4 contains 6517 members 
Mstep: Class 5 contains 9102 members 
Mstep: Class 6 contains 29757 members 
Mstep: Class 7 contains 124569 members 
Mstep: Class 8 contains 37376 members 
Mstep: Class 9 contains 10766 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 19334 members 
Mstep: Class 12 contains 126480 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 4933 members 
Mstep: Class 16 contains 4171 members 
Mstep: Class 17 contains 8082 members 
Mstep: Class 20 contains 27568 members 
Mstep: Class 21 contains 4671 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945102.000000 Penalty: 44484.289062
Iteration 74Q: 22 clusters Score -2.69451e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 5488 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 9131 members 
Mstep: Class 6 contains 29705 members 
Mstep: Class 7 contains 125673 members 
Mstep: Class 8 contains 37342 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 18723 members 
Mstep: Class 12 contains 126026 members 
Mstep: Class 13 contains 13544 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 4930 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 8088 members 
Mstep: Class 20 contains 27538 members 
Mstep: Class 21 contains 4671 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945344.000000 Penalty: 44484.289062
Iteration 75Q: 22 clusters Score -2.694534e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 5494 members 
Mstep: Class 4 contains 6519 members 
Mstep: Class 5 contains 9157 members 
Mstep: Class 6 contains 29646 members 
Mstep: Class 7 contains 126892 members 
Mstep: Class 8 contains 37322 members 
Mstep: Class 9 contains 10863 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 18131 members 
Mstep: Class 12 contains 125484 members 
Mstep: Class 13 contains 13539 members 
Mstep: Class 14 contains 4867 members 
Mstep: Class 15 contains 4927 members 
Mstep: Class 16 contains 4196 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 20 contains 27498 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945628.000000 Penalty: 44484.289062
Iteration 76Q: 22 clusters Score -2.694563e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 5501 members 
Mstep: Class 4 contains 6520 members 
Mstep: Class 5 contains 9159 members 
Mstep: Class 6 contains 29590 members 
Mstep: Class 7 contains 128265 members 
Mstep: Class 8 contains 37304 members 
Mstep: Class 9 contains 10907 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17500 members 
Mstep: Class 12 contains 124840 members 
Mstep: Class 13 contains 13534 members 
Mstep: Class 14 contains 4911 members 
Mstep: Class 15 contains 4930 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 8067 members 
Mstep: Class 20 contains 27451 members 
Mstep: Class 21 contains 4669 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26946142.000000 Penalty: 44484.289062
Iteration 77Q: 22 clusters Score -2.694614e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 9149 members 
Mstep: Class 6 contains 29525 members 
Mstep: Class 7 contains 129734 members 
Mstep: Class 8 contains 37288 members 
Mstep: Class 9 contains 10951 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 16867 members 
Mstep: Class 12 contains 124146 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 4963 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 20 contains 27391 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26946662.000000 Penalty: 44484.289062
Iteration 78Q: 22 clusters Score -2.694666e+07 nChanged 2369
Entering ConstructFrom: 
Score: -26946662.000000 Penalty: 44484.289062
Entering ConstructFrom: 
Trying to split cluster 1 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -295121.937500 Penalty: 1387.261841
	Iteration 0F: 2 clusters Score -295121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -291069.375000 Penalty: 2774.523682
	Iteration 0F: 3 clusters Score -291069.4 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -292397.562500 Penalty: 2774.523682
	Iteration 1F: 3 clusters Score -292397.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -292873.218750 Penalty: 2774.523682
	Iteration 2F: 3 clusters Score -292873.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -293283.812500 Penalty: 2774.523682
	Iteration 3F: 3 clusters Score -293283.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -293652.156250 Penalty: 2774.523682
	Iteration 4F: 3 clusters Score -293652.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -293928.843750 Penalty: 2774.523682
	Iteration 5F: 3 clusters Score -293928.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -294128.656250 Penalty: 2774.523682
	Iteration 6F: 3 clusters Score -294128.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -294237.593750 Penalty: 2774.523682
	Iteration 7Q: 3 clusters Score -294237.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -294285.531250 Penalty: 2774.523682
	Iteration 8Q: 3 clusters Score -294285.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -294311.718750 Penalty: 2774.523682
	Iteration 9Q: 3 clusters Score -294311.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -294324.187500 Penalty: 2774.523682
	Iteration 10Q: 3 clusters Score -294324.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -294330.718750 Penalty: 2774.523682
	Iteration 11Q: 3 clusters Score -294330.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -294340.187500 Penalty: 2774.523682
	Iteration 12Q: 3 clusters Score -294340.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -294347.250000 Penalty: 2774.523682
	Iteration 13Q: 3 clusters Score -294347.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -294352.031250 Penalty: 2774.523682
	Iteration 14Q: 3 clusters Score -294352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -294353.843750 Penalty: 2774.523682
	Iteration 15Q: 3 clusters Score -294353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -294356.031250 Penalty: 2774.523682
	Iteration 16Q: 3 clusters Score -294356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -294358.218750 Penalty: 2774.523682
	Iteration 17Q: 3 clusters Score -294358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -294358.625000 Penalty: 2774.523682
	Iteration 18Q: 3 clusters Score -294358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -294359.500000 Penalty: 2774.523682
	Iteration 19Q: 3 clusters Score -294359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -294359.500000 Penalty: 2774.523682
	Iteration 20F: 3 clusters Score -294359.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Entering Unmasked Estep 
Score: -402794.937500 Penalty: 1432.159546
	Iteration 0F: 2 clusters Score -402794.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -397717.906250 Penalty: 2864.319092
	Iteration 0F: 3 clusters Score -397717.9 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -399246.843750 Penalty: 2864.319092
	Iteration 1F: 3 clusters Score -399246.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -399523.625000 Penalty: 2864.319092
	Iteration 2F: 3 clusters Score -399523.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -399753.375000 Penalty: 2864.319092
	Iteration 3F: 3 clusters Score -399753.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -399923.250000 Penalty: 2864.319092
	Iteration 4Q: 3 clusters Score -399923.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -400068.062500 Penalty: 2864.319092
	Iteration 5Q: 3 clusters Score -400068.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -400208.781250 Penalty: 2864.319092
	Iteration 6Q: 3 clusters Score -400208.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -400320.968750 Penalty: 2864.319092
	Iteration 7Q: 3 clusters Score -400321 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -400413.531250 Penalty: 2864.319092
	Iteration 8Q: 3 clusters Score -400413.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -400525.437500 Penalty: 2864.319092
	Iteration 9Q: 3 clusters Score -400525.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -400618.531250 Penalty: 2864.319092
	Iteration 10Q: 3 clusters Score -400618.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -400709.281250 Penalty: 2864.319092
	Iteration 11Q: 3 clusters Score -400709.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -400793.968750 Penalty: 2864.319092
	Iteration 12Q: 3 clusters Score -400794 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -400883.187500 Penalty: 2864.319092
	Iteration 13Q: 3 clusters Score -400883.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -400984.718750 Penalty: 2864.319092
	Iteration 14Q: 3 clusters Score -400984.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -401070.062500 Penalty: 2864.319092
	Iteration 15Q: 3 clusters Score -401070.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -401129.250000 Penalty: 2864.319092
	Iteration 16Q: 3 clusters Score -401129.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -401164.906250 Penalty: 2864.319092
	Iteration 17Q: 3 clusters Score -401164.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -401189.156250 Penalty: 2864.319092
	Iteration 18Q: 3 clusters Score -401189.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -401203.437500 Penalty: 2864.319092
	Iteration 19Q: 3 clusters Score -401203.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -401214.781250 Penalty: 2864.319092
	Iteration 20F: 3 clusters Score -401214.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -401223.968750 Penalty: 2864.319092
	Iteration 21Q: 3 clusters Score -401224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -401229.593750 Penalty: 2864.319092
	Iteration 22Q: 3 clusters Score -401229.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -401235.468750 Penalty: 2864.319092
	Iteration 23Q: 3 clusters Score -401235.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -401237.656250 Penalty: 2864.319092
	Iteration 24Q: 3 clusters Score -401237.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -401239.093750 Penalty: 2864.319092
	Iteration 25Q: 3 clusters Score -401239.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -401242.625000 Penalty: 2864.319092
	Iteration 26Q: 3 clusters Score -401242.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -401245.875000 Penalty: 2864.319092
	Iteration 27Q: 3 clusters Score -401245.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -401251.687500 Penalty: 2864.319092
	Iteration 28Q: 3 clusters Score -401251.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -401256.156250 Penalty: 2864.319092
	Iteration 29Q: 3 clusters Score -401256.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -401260.093750 Penalty: 2864.319092
	Iteration 30Q: 3 clusters Score -401260.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -401264.718750 Penalty: 2864.319092
	Iteration 31Q: 3 clusters Score -401264.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -401268.343750 Penalty: 2864.319092
	Iteration 32Q: 3 clusters Score -401268.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -401270.937500 Penalty: 2864.319092
	Iteration 33Q: 3 clusters Score -401270.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -401275.375000 Penalty: 2864.319092
	Iteration 34Q: 3 clusters Score -401275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -401277.593750 Penalty: 2864.319092
	Iteration 35Q: 3 clusters Score -401277.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -401281.750000 Penalty: 2864.319092
	Iteration 36Q: 3 clusters Score -401281.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -401287.531250 Penalty: 2864.319092
	Iteration 37Q: 3 clusters Score -401287.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -401291.750000 Penalty: 2864.319092
	Iteration 38Q: 3 clusters Score -401291.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -401295.281250 Penalty: 2864.319092
	Iteration 39Q: 3 clusters Score -401295.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -401299.187500 Penalty: 2864.319092
	Iteration 40F: 3 clusters Score -401299.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -401301.437500 Penalty: 2864.319092
	Iteration 41Q: 3 clusters Score -401301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -401305.937500 Penalty: 2864.319092
	Iteration 42Q: 3 clusters Score -401305.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -401308.343750 Penalty: 2864.319092
	Iteration 43Q: 3 clusters Score -401308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -401309.375000 Penalty: 2864.319092
	Iteration 44Q: 3 clusters Score -401309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -401310.968750 Penalty: 2864.319092
	Iteration 45Q: 3 clusters Score -401311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -401310.718750 Penalty: 2864.319092
	Iteration 46Q: 3 clusters Score -401310.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -401311.093750 Penalty: 2864.319092
	Iteration 47Q: 3 clusters Score -401311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -401310.781250 Penalty: 2864.319092
	Iteration 48Q: 3 clusters Score -401310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -401312.343750 Penalty: 2864.319092
	Iteration 49Q: 3 clusters Score -401312.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -401313.000000 Penalty: 2864.319092
	Iteration 50Q: 3 clusters Score -401313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -401313.937500 Penalty: 2864.319092
	Iteration 51Q: 3 clusters Score -401313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -401313.531250 Penalty: 2864.319092
	Iteration 52Q: 3 clusters Score -401313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -401312.562500 Penalty: 2864.319092
	Iteration 53Q: 3 clusters Score -401312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -401313.437500 Penalty: 2864.319092
	Iteration 54Q: 3 clusters Score -401313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -401314.437500 Penalty: 2864.319092
	Iteration 55Q: 3 clusters Score -401314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -401314.437500 Penalty: 2864.319092
	Iteration 56F: 3 clusters Score -401314.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -283388.468750 Penalty: 1399.708984
	Iteration 0F: 2 clusters Score -283388.5 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 2759 members 
Entering Unmasked Estep 
Score: -279164.781250 Penalty: 2799.417969
	Iteration 0F: 3 clusters Score -279164.8 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -280642.375000 Penalty: 2799.417969
	Iteration 1F: 3 clusters Score -280642.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -281092.843750 Penalty: 2799.417969
	Iteration 2F: 3 clusters Score -281092.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -281412.750000 Penalty: 2799.417969
	Iteration 3F: 3 clusters Score -281412.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -281669.000000 Penalty: 2799.417969
	Iteration 4F: 3 clusters Score -281669 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -281877.937500 Penalty: 2799.417969
	Iteration 5F: 3 clusters Score -281877.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -282087.687500 Penalty: 2799.417969
	Iteration 6Q: 3 clusters Score -282087.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -282283.000000 Penalty: 2799.417969
	Iteration 7Q: 3 clusters Score -282283 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -282434.312500 Penalty: 2799.417969
	Iteration 8Q: 3 clusters Score -282434.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -282568.531250 Penalty: 2799.417969
	Iteration 9Q: 3 clusters Score -282568.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -282664.937500 Penalty: 2799.417969
	Iteration 10Q: 3 clusters Score -282664.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -282738.562500 Penalty: 2799.417969
	Iteration 11Q: 3 clusters Score -282738.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -282784.375000 Penalty: 2799.417969
	Iteration 12Q: 3 clusters Score -282784.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -282822.687500 Penalty: 2799.417969
	Iteration 13Q: 3 clusters Score -282822.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -282844.937500 Penalty: 2799.417969
	Iteration 14Q: 3 clusters Score -282844.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -282862.843750 Penalty: 2799.417969
	Iteration 15Q: 3 clusters Score -282862.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -282875.125000 Penalty: 2799.417969
	Iteration 16Q: 3 clusters Score -282875.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -282880.093750 Penalty: 2799.417969
	Iteration 17Q: 3 clusters Score -282880.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -282883.562500 Penalty: 2799.417969
	Iteration 18Q: 3 clusters Score -282883.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -282888.125000 Penalty: 2799.417969
	Iteration 19Q: 3 clusters Score -282888.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -282894.343750 Penalty: 2799.417969
	Iteration 20F: 3 clusters Score -282894.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -282899.812500 Penalty: 2799.417969
	Iteration 21Q: 3 clusters Score -282899.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -282905.843750 Penalty: 2799.417969
	Iteration 22Q: 3 clusters Score -282905.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -282913.500000 Penalty: 2799.417969
	Iteration 23Q: 3 clusters Score -282913.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -282928.031250 Penalty: 2799.417969
	Iteration 24Q: 3 clusters Score -282928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -282940.531250 Penalty: 2799.417969
	Iteration 25Q: 3 clusters Score -282940.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -282949.343750 Penalty: 2799.417969
	Iteration 26Q: 3 clusters Score -282949.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -282956.125000 Penalty: 2799.417969
	Iteration 27Q: 3 clusters Score -282956.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -282961.718750 Penalty: 2799.417969
	Iteration 28Q: 3 clusters Score -282961.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -282965.343750 Penalty: 2799.417969
	Iteration 29Q: 3 clusters Score -282965.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -282970.031250 Penalty: 2799.417969
	Iteration 30Q: 3 clusters Score -282970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -282975.625000 Penalty: 2799.417969
	Iteration 31Q: 3 clusters Score -282975.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -282979.062500 Penalty: 2799.417969
	Iteration 32Q: 3 clusters Score -282979.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -282984.531250 Penalty: 2799.417969
	Iteration 33Q: 3 clusters Score -282984.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -282990.281250 Penalty: 2799.417969
	Iteration 34Q: 3 clusters Score -282990.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -282996.687500 Penalty: 2799.417969
	Iteration 35Q: 3 clusters Score -282996.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -282997.937500 Penalty: 2799.417969
	Iteration 36Q: 3 clusters Score -282997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -282998.781250 Penalty: 2799.417969
	Iteration 37Q: 3 clusters Score -282998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -282999.750000 Penalty: 2799.417969
	Iteration 38Q: 3 clusters Score -282999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -283000.718750 Penalty: 2799.417969
	Iteration 39Q: 3 clusters Score -283000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -283000.718750 Penalty: 2799.417969
	Iteration 40F: 3 clusters Score -283000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Entering Unmasked Estep 
Score: -389248.625000 Penalty: 1427.301758
	Iteration 0F: 2 clusters Score -389248.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -384316.875000 Penalty: 2854.603516
	Iteration 0F: 3 clusters Score -384316.9 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -385807.750000 Penalty: 2854.603516
	Iteration 1F: 3 clusters Score -385807.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -386134.375000 Penalty: 2854.603516
	Iteration 2F: 3 clusters Score -386134.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -386480.687500 Penalty: 2854.603516
	Iteration 3F: 3 clusters Score -386480.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -386868.531250 Penalty: 2854.603516
	Iteration 4F: 3 clusters Score -386868.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -387176.406250 Penalty: 2854.603516
	Iteration 5F: 3 clusters Score -387176.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -387408.843750 Penalty: 2854.603516
	Iteration 6F: 3 clusters Score -387408.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -387592.531250 Penalty: 2854.603516
	Iteration 7Q: 3 clusters Score -387592.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -387733.000000 Penalty: 2854.603516
	Iteration 8Q: 3 clusters Score -387733 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -387846.312500 Penalty: 2854.603516
	Iteration 9Q: 3 clusters Score -387846.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -387932.937500 Penalty: 2854.603516
	Iteration 10Q: 3 clusters Score -387932.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -387990.437500 Penalty: 2854.603516
	Iteration 11Q: 3 clusters Score -387990.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -388029.031250 Penalty: 2854.603516
	Iteration 12Q: 3 clusters Score -388029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -388059.062500 Penalty: 2854.603516
	Iteration 13Q: 3 clusters Score -388059.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -388090.781250 Penalty: 2854.603516
	Iteration 14Q: 3 clusters Score -388090.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -388111.375000 Penalty: 2854.603516
	Iteration 15Q: 3 clusters Score -388111.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -388126.875000 Penalty: 2854.603516
	Iteration 16Q: 3 clusters Score -388126.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -388142.375000 Penalty: 2854.603516
	Iteration 17Q: 3 clusters Score -388142.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -388160.062500 Penalty: 2854.603516
	Iteration 18Q: 3 clusters Score -388160.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -388177.531250 Penalty: 2854.603516
	Iteration 19Q: 3 clusters Score -388177.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -388195.656250 Penalty: 2854.603516
	Iteration 20F: 3 clusters Score -388195.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -388212.062500 Penalty: 2854.603516
	Iteration 21Q: 3 clusters Score -388212.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -388221.968750 Penalty: 2854.603516
	Iteration 22Q: 3 clusters Score -388222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -388232.625000 Penalty: 2854.603516
	Iteration 23Q: 3 clusters Score -388232.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -388237.500000 Penalty: 2854.603516
	Iteration 24Q: 3 clusters Score -388237.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -388245.437500 Penalty: 2854.603516
	Iteration 25Q: 3 clusters Score -388245.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -388256.343750 Penalty: 2854.603516
	Iteration 26Q: 3 clusters Score -388256.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -388266.375000 Penalty: 2854.603516
	Iteration 27Q: 3 clusters Score -388266.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -388271.250000 Penalty: 2854.603516
	Iteration 28Q: 3 clusters Score -388271.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -388276.687500 Penalty: 2854.603516
	Iteration 29Q: 3 clusters Score -388276.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -388280.343750 Penalty: 2854.603516
	Iteration 30Q: 3 clusters Score -388280.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -388285.625000 Penalty: 2854.603516
	Iteration 31Q: 3 clusters Score -388285.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -388288.406250 Penalty: 2854.603516
	Iteration 32Q: 3 clusters Score -388288.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -388292.281250 Penalty: 2854.603516
	Iteration 33Q: 3 clusters Score -388292.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -388293.843750 Penalty: 2854.603516
	Iteration 34Q: 3 clusters Score -388293.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -388298.781250 Penalty: 2854.603516
	Iteration 35Q: 3 clusters Score -388298.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -388304.156250 Penalty: 2854.603516
	Iteration 36Q: 3 clusters Score -388304.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -388307.375000 Penalty: 2854.603516
	Iteration 37Q: 3 clusters Score -388307.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -388312.750000 Penalty: 2854.603516
	Iteration 38Q: 3 clusters Score -388312.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -388316.375000 Penalty: 2854.603516
	Iteration 39Q: 3 clusters Score -388316.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -388318.687500 Penalty: 2854.603516
	Iteration 40F: 3 clusters Score -388318.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -388321.656250 Penalty: 2854.603516
	Iteration 41Q: 3 clusters Score -388321.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -388323.968750 Penalty: 2854.603516
	Iteration 42Q: 3 clusters Score -388324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -388327.968750 Penalty: 2854.603516
	Iteration 43Q: 3 clusters Score -388328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -388330.468750 Penalty: 2854.603516
	Iteration 44Q: 3 clusters Score -388330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -388334.562500 Penalty: 2854.603516
	Iteration 45Q: 3 clusters Score -388334.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -388335.343750 Penalty: 2854.603516
	Iteration 46Q: 3 clusters Score -388335.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -388338.375000 Penalty: 2854.603516
	Iteration 47Q: 3 clusters Score -388338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -388340.375000 Penalty: 2854.603516
	Iteration 48Q: 3 clusters Score -388340.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -388345.968750 Penalty: 2854.603516
	Iteration 49Q: 3 clusters Score -388346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -388349.437500 Penalty: 2854.603516
	Iteration 50Q: 3 clusters Score -388349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -388352.125000 Penalty: 2854.603516
	Iteration 51Q: 3 clusters Score -388352.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -388353.875000 Penalty: 2854.603516
	Iteration 52Q: 3 clusters Score -388353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -388354.562500 Penalty: 2854.603516
	Iteration 53Q: 3 clusters Score -388354.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -388355.562500 Penalty: 2854.603516
	Iteration 54Q: 3 clusters Score -388355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -388356.312500 Penalty: 2854.603516
	Iteration 55Q: 3 clusters Score -388356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -388357.687500 Penalty: 2854.603516
	Iteration 56Q: 3 clusters Score -388357.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -388360.000000 Penalty: 2854.603516
	Iteration 57Q: 3 clusters Score -388360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -388360.812500 Penalty: 2854.603516
	Iteration 58Q: 3 clusters Score -388360.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -388362.406250 Penalty: 2854.603516
	Iteration 59Q: 3 clusters Score -388362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -388364.250000 Penalty: 2854.603516
	Iteration 60F: 3 clusters Score -388364.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -388365.781250 Penalty: 2854.603516
	Iteration 61Q: 3 clusters Score -388365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -388368.593750 Penalty: 2854.603516
	Iteration 62Q: 3 clusters Score -388368.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -388370.750000 Penalty: 2854.603516
	Iteration 63Q: 3 clusters Score -388370.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -388372.843750 Penalty: 2854.603516
	Iteration 64Q: 3 clusters Score -388372.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -388374.218750 Penalty: 2854.603516
	Iteration 65Q: 3 clusters Score -388374.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -388379.093750 Penalty: 2854.603516
	Iteration 66Q: 3 clusters Score -388379.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -388382.031250 Penalty: 2854.603516
	Iteration 67Q: 3 clusters Score -388382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -388385.781250 Penalty: 2854.603516
	Iteration 68Q: 3 clusters Score -388385.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -388388.468750 Penalty: 2854.603516
	Iteration 69Q: 3 clusters Score -388388.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -388391.031250 Penalty: 2854.603516
	Iteration 70Q: 3 clusters Score -388391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -388393.593750 Penalty: 2854.603516
	Iteration 71Q: 3 clusters Score -388393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -388395.968750 Penalty: 2854.603516
	Iteration 72Q: 3 clusters Score -388396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -388399.281250 Penalty: 2854.603516
	Iteration 73Q: 3 clusters Score -388399.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -388403.812500 Penalty: 2854.603516
	Iteration 74Q: 3 clusters Score -388403.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -388405.218750 Penalty: 2854.603516
	Iteration 75Q: 3 clusters Score -388405.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -388407.343750 Penalty: 2854.603516
	Iteration 76Q: 3 clusters Score -388407.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -388407.968750 Penalty: 2854.603516
	Iteration 77Q: 3 clusters Score -388408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -388408.437500 Penalty: 2854.603516
	Iteration 78Q: 3 clusters Score -388408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -388408.625000 Penalty: 2854.603516
	Iteration 79Q: 3 clusters Score -388408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -388408.500000 Penalty: 2854.603516
	Iteration 80F: 3 clusters Score -388408.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Entering Unmasked Estep 
Score: -557399.062500 Penalty: 1482.458252
	Iteration 0F: 2 clusters Score -557399.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -550712.187500 Penalty: 2964.916504
	Iteration 0F: 3 clusters Score -550712.2 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -552905.500000 Penalty: 2964.916504
	Iteration 1F: 3 clusters Score -552905.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -553154.312500 Penalty: 2964.916504
	Iteration 2F: 3 clusters Score -553154.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -553389.062500 Penalty: 2964.916504
	Iteration 3F: 3 clusters Score -553389.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -553661.312500 Penalty: 2964.916504
	Iteration 4F: 3 clusters Score -553661.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -554032.062500 Penalty: 2964.916504
	Iteration 5F: 3 clusters Score -554032.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -554427.937500 Penalty: 2964.916504
	Iteration 6F: 3 clusters Score -554427.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -554825.000000 Penalty: 2964.916504
	Iteration 7F: 3 clusters Score -554825 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -555209.875000 Penalty: 2964.916504
	Iteration 8Q: 3 clusters Score -555209.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -555520.937500 Penalty: 2964.916504
	Iteration 9Q: 3 clusters Score -555520.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -555768.375000 Penalty: 2964.916504
	Iteration 10Q: 3 clusters Score -555768.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -555954.062500 Penalty: 2964.916504
	Iteration 11Q: 3 clusters Score -555954.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -556044.937500 Penalty: 2964.916504
	Iteration 12Q: 3 clusters Score -556044.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -556106.250000 Penalty: 2964.916504
	Iteration 13Q: 3 clusters Score -556106.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -556146.437500 Penalty: 2964.916504
	Iteration 14Q: 3 clusters Score -556146.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -556171.875000 Penalty: 2964.916504
	Iteration 15Q: 3 clusters Score -556171.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -556196.062500 Penalty: 2964.916504
	Iteration 16Q: 3 clusters Score -556196.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -556209.937500 Penalty: 2964.916504
	Iteration 17Q: 3 clusters Score -556209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -556217.687500 Penalty: 2964.916504
	Iteration 18Q: 3 clusters Score -556217.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -556224.625000 Penalty: 2964.916504
	Iteration 19Q: 3 clusters Score -556224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -556231.062500 Penalty: 2964.916504
	Iteration 20F: 3 clusters Score -556231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -556232.875000 Penalty: 2964.916504
	Iteration 21Q: 3 clusters Score -556232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -556238.750000 Penalty: 2964.916504
	Iteration 22Q: 3 clusters Score -556238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -556243.000000 Penalty: 2964.916504
	Iteration 23Q: 3 clusters Score -556243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -556247.500000 Penalty: 2964.916504
	Iteration 24Q: 3 clusters Score -556247.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -556252.750000 Penalty: 2964.916504
	Iteration 25Q: 3 clusters Score -556252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -556255.812500 Penalty: 2964.916504
	Iteration 26Q: 3 clusters Score -556255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -556256.937500 Penalty: 2964.916504
	Iteration 27Q: 3 clusters Score -556256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -556256.937500 Penalty: 2964.916504
	Iteration 28F: 3 clusters Score -556256.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Entering Unmasked Estep 
Score: -1804125.500000 Penalty: 1672.170410
	Iteration 0F: 2 clusters Score -1804126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1784292.500000 Penalty: 3344.340820
	Iteration 0F: 3 clusters Score -1784292 nChanged 13699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1791975.500000 Penalty: 3344.340820
	Iteration 1F: 3 clusters Score -1791976 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1792570.750000 Penalty: 3344.340820
	Iteration 2Q: 3 clusters Score -1792571 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1793434.750000 Penalty: 3344.340820
	Iteration 3F: 3 clusters Score -1793435 nChanged 1998
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -1794748.500000 Penalty: 3344.340820
	Iteration 4F: 3 clusters Score -1794748 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -1796499.500000 Penalty: 3344.340820
	Iteration 5F: 3 clusters Score -1796500 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -1798299.000000 Penalty: 3344.340820
	Iteration 6F: 3 clusters Score -1798299 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -1799788.625000 Penalty: 3344.340820
	Iteration 7F: 3 clusters Score -1799789 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -1800881.125000 Penalty: 3344.340820
	Iteration 8Q: 3 clusters Score -1800881 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -1801586.750000 Penalty: 3344.340820
	Iteration 9Q: 3 clusters Score -1801587 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -1801988.625000 Penalty: 3344.340820
	Iteration 10Q: 3 clusters Score -1801989 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -1802167.625000 Penalty: 3344.340820
	Iteration 11Q: 3 clusters Score -1802168 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -1802237.125000 Penalty: 3344.340820
	Iteration 12Q: 3 clusters Score -1802237 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -1802271.250000 Penalty: 3344.340820
	Iteration 13Q: 3 clusters Score -1802271 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -1802303.125000 Penalty: 3344.340820
	Iteration 14Q: 3 clusters Score -1802303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -1802310.750000 Penalty: 3344.340820
	Iteration 15Q: 3 clusters Score -1802311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -1802320.750000 Penalty: 3344.340820
	Iteration 16Q: 3 clusters Score -1802321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -1802326.125000 Penalty: 3344.340820
	Iteration 17Q: 3 clusters Score -1802326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -1802332.750000 Penalty: 3344.340820
	Iteration 18Q: 3 clusters Score -1802333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -1802335.125000 Penalty: 3344.340820
	Iteration 19Q: 3 clusters Score -1802335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -1802342.750000 Penalty: 3344.340820
	Iteration 20F: 3 clusters Score -1802343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -1802347.000000 Penalty: 3344.340820
	Iteration 21Q: 3 clusters Score -1802347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -1802350.125000 Penalty: 3344.340820
	Iteration 22Q: 3 clusters Score -1802350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -1802354.500000 Penalty: 3344.340820
	Iteration 23Q: 3 clusters Score -1802354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -1802360.625000 Penalty: 3344.340820
	Iteration 24Q: 3 clusters Score -1802361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -1802364.375000 Penalty: 3344.340820
	Iteration 25Q: 3 clusters Score -1802364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -1802369.750000 Penalty: 3344.340820
	Iteration 26Q: 3 clusters Score -1802370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -1802374.125000 Penalty: 3344.340820
	Iteration 27Q: 3 clusters Score -1802374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -1802376.625000 Penalty: 3344.340820
	Iteration 28Q: 3 clusters Score -1802377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -1802380.375000 Penalty: 3344.340820
	Iteration 29Q: 3 clusters Score -1802380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -1802387.375000 Penalty: 3344.340820
	Iteration 30Q: 3 clusters Score -1802387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -1802392.125000 Penalty: 3344.340820
	Iteration 31Q: 3 clusters Score -1802392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -1802391.125000 Penalty: 3344.340820
	Iteration 32Q: 3 clusters Score -1802391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -1802396.500000 Penalty: 3344.340820
	Iteration 33Q: 3 clusters Score -1802396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -1802399.000000 Penalty: 3344.340820
	Iteration 34Q: 3 clusters Score -1802399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -1802397.375000 Penalty: 3344.340820
	Iteration 35Q: 3 clusters Score -1802397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -1802396.375000 Penalty: 3344.340820
	Iteration 36Q: 3 clusters Score -1802396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -1802395.750000 Penalty: 3344.340820
	Iteration 37Q: 3 clusters Score -1802396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -1802398.750000 Penalty: 3344.340820
	Iteration 38Q: 3 clusters Score -1802399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -1802399.250000 Penalty: 3344.340820
	Iteration 39Q: 3 clusters Score -1802399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -1802402.000000 Penalty: 3344.340820
	Iteration 40F: 3 clusters Score -1802402 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -1802404.375000 Penalty: 3344.340820
	Iteration 41Q: 3 clusters Score -1802404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -1802398.500000 Penalty: 3344.340820
	Iteration 42Q: 3 clusters Score -1802398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -1802402.125000 Penalty: 3344.340820
	Iteration 43Q: 3 clusters Score -1802402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -1802402.500000 Penalty: 3344.340820
	Iteration 44Q: 3 clusters Score -1802402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -1802407.000000 Penalty: 3344.340820
	Iteration 45Q: 3 clusters Score -1802407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -1802408.250000 Penalty: 3344.340820
	Iteration 46Q: 3 clusters Score -1802408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -1802412.125000 Penalty: 3344.340820
	Iteration 47Q: 3 clusters Score -1802412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -1802407.875000 Penalty: 3344.340820
	Iteration 48Q: 3 clusters Score -1802408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -1802409.875000 Penalty: 3344.340820
	Iteration 49Q: 3 clusters Score -1802410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -1802412.875000 Penalty: 3344.340820
	Iteration 50Q: 3 clusters Score -1802413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -1802413.625000 Penalty: 3344.340820
	Iteration 51Q: 3 clusters Score -1802414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -1802415.000000 Penalty: 3344.340820
	Iteration 52Q: 3 clusters Score -1802415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -1802410.875000 Penalty: 3344.340820
	Iteration 53Q: 3 clusters Score -1802411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -1802411.750000 Penalty: 3344.340820
	Iteration 54Q: 3 clusters Score -1802412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -1802413.125000 Penalty: 3344.340820
	Iteration 55Q: 3 clusters Score -1802413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -1802413.750000 Penalty: 3344.340820
	Iteration 56Q: 3 clusters Score -1802414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -1802417.375000 Penalty: 3344.340820
	Iteration 57Q: 3 clusters Score -1802417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -1802415.750000 Penalty: 3344.340820
	Iteration 58Q: 3 clusters Score -1802416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -1802419.875000 Penalty: 3344.340820
	Iteration 59Q: 3 clusters Score -1802420 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -1802419.625000 Penalty: 3344.340820
	Iteration 60F: 3 clusters Score -1802420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -1802421.875000 Penalty: 3344.340820
	Iteration 61Q: 3 clusters Score -1802422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -1802422.750000 Penalty: 3344.340820
	Iteration 62Q: 3 clusters Score -1802423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -1802422.125000 Penalty: 3344.340820
	Iteration 63Q: 3 clusters Score -1802422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -1802420.875000 Penalty: 3344.340820
	Iteration 64Q: 3 clusters Score -1802421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -1802425.500000 Penalty: 3344.340820
	Iteration 65Q: 3 clusters Score -1802426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -1802426.125000 Penalty: 3344.340820
	Iteration 66Q: 3 clusters Score -1802426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -1802433.000000 Penalty: 3344.340820
	Iteration 67Q: 3 clusters Score -1802433 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -1802432.875000 Penalty: 3344.340820
	Iteration 68Q: 3 clusters Score -1802433 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -1802431.625000 Penalty: 3344.340820
	Iteration 69Q: 3 clusters Score -1802432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -1802437.625000 Penalty: 3344.340820
	Iteration 70Q: 3 clusters Score -1802438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -1802442.375000 Penalty: 3344.340820
	Iteration 71Q: 3 clusters Score -1802442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -1802446.125000 Penalty: 3344.340820
	Iteration 72Q: 3 clusters Score -1802446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -1802446.875000 Penalty: 3344.340820
	Iteration 73Q: 3 clusters Score -1802447 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -1802446.750000 Penalty: 3344.340820
	Iteration 74Q: 3 clusters Score -1802447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -1802446.875000 Penalty: 3344.340820
	Iteration 75Q: 3 clusters Score -1802447 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -1802444.250000 Penalty: 3344.340820
	Iteration 76Q: 3 clusters Score -1802444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -1802450.500000 Penalty: 3344.340820
	Iteration 77Q: 3 clusters Score -1802450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -1802454.250000 Penalty: 3344.340820
	Iteration 78Q: 3 clusters Score -1802454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -1802458.875000 Penalty: 3344.340820
	Iteration 79Q: 3 clusters Score -1802459 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -1802461.250000 Penalty: 3344.340820
	Iteration 80F: 3 clusters Score -1802461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -1802469.375000 Penalty: 3344.340820
	Iteration 81Q: 3 clusters Score -1802469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -1802470.875000 Penalty: 3344.340820
	Iteration 82Q: 3 clusters Score -1802471 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -1802472.625000 Penalty: 3344.340820
	Iteration 83Q: 3 clusters Score -1802473 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -1802474.000000 Penalty: 3344.340820
	Iteration 84Q: 3 clusters Score -1802474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1802474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -1802476.500000 Penalty: 3344.340820
	Iteration 86Q: 3 clusters Score -1802476 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1802476 nChanged 16
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Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -1802478.000000 Penalty: 3344.340820
	Iteration 88Q: 3 clusters Score -1802478 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -1802480.750000 Penalty: 3344.340820
	Iteration 89Q: 3 clusters Score -1802481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1802481 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2224 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1802480 nChanged 4
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Mstep: Class 1 contains 2220 members 
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Entering Unmasked Estep 
Score: -1802484.625000 Penalty: 3344.340820
	Iteration 92Q: 3 clusters Score -1802485 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -1802487.625000 Penalty: 3344.340820
	Iteration 93Q: 3 clusters Score -1802488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -1802488.625000 Penalty: 3344.340820
	Iteration 94Q: 3 clusters Score -1802489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -1802486.750000 Penalty: 3344.340820
	Iteration 95Q: 3 clusters Score -1802487 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -1802487.000000 Penalty: 3344.340820
	Iteration 96Q: 3 clusters Score -1802487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -1802486.500000 Penalty: 3344.340820
	Iteration 97Q: 3 clusters Score -1802486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -1802484.875000 Penalty: 3344.340820
	Iteration 98Q: 3 clusters Score -1802485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -1802484.875000 Penalty: 3344.340820
	Iteration 99F: 3 clusters Score -1802485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131311 members 
Entering Unmasked Estep 
Score: -8030665.500000 Penalty: 1915.115112
	Iteration 0F: 2 clusters Score -8030666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -7942535.500000 Penalty: 3830.230225
	Iteration 0F: 3 clusters Score -7942536 nChanged 63278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -7980180.000000 Penalty: 3830.230225
	Iteration 1F: 3 clusters Score -7980180 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -7981410.000000 Penalty: 3830.230225
	Iteration 2Q: 3 clusters Score -7981410 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -7983285.000000 Penalty: 3830.230225
	Iteration 3Q: 3 clusters Score -7983285 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -7986215.500000 Penalty: 3830.230225
	Iteration 4Q: 3 clusters Score -7986216 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -7990647.500000 Penalty: 3830.230225
	Iteration 5F: 3 clusters Score -7990648 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -7996794.000000 Penalty: 3830.230225
	Iteration 6F: 3 clusters Score -7996794 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -8004068.000000 Penalty: 3830.230225
	Iteration 7F: 3 clusters Score -8004068 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -8010592.000000 Penalty: 3830.230225
	Iteration 8F: 3 clusters Score -8010592 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -8014626.000000 Penalty: 3830.230225
	Iteration 9Q: 3 clusters Score -8014626 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 96968 members 
Entering Unmasked Estep 
Score: -8016640.500000 Penalty: 3830.230225
	Iteration 10Q: 3 clusters Score -8016640 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -8017873.000000 Penalty: 3830.230225
	Iteration 11Q: 3 clusters Score -8017873 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 100971 members 
Entering Unmasked Estep 
Score: -8018828.500000 Penalty: 3830.230225
	Iteration 12Q: 3 clusters Score -8018828 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -8019728.000000 Penalty: 3830.230225
	Iteration 13Q: 3 clusters Score -8019728 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -8020597.000000 Penalty: 3830.230225
	Iteration 14Q: 3 clusters Score -8020597 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -8021467.500000 Penalty: 3830.230225
	Iteration 15Q: 3 clusters Score -8021468 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 108104 members 
Entering Unmasked Estep 
Score: -8022230.500000 Penalty: 3830.230225
	Iteration 16Q: 3 clusters Score -8022230 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -8023002.000000 Penalty: 3830.230225
	Iteration 17Q: 3 clusters Score -8023002 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 111077 members 
Entering Unmasked Estep 
Score: -8023623.000000 Penalty: 3830.230225
	Iteration 18Q: 3 clusters Score -8023623 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -8024252.000000 Penalty: 3830.230225
	Iteration 19Q: 3 clusters Score -8024252 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 113762 members 
Entering Unmasked Estep 
Score: -8024778.500000 Penalty: 3830.230225
	Iteration 20F: 3 clusters Score -8024778 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 114979 members 
Entering Unmasked Estep 
Score: -8025226.500000 Penalty: 3830.230225
	Iteration 21Q: 3 clusters Score -8025226 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 116032 members 
Entering Unmasked Estep 
Score: -8025626.500000 Penalty: 3830.230225
	Iteration 22Q: 3 clusters Score -8025626 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -8025920.000000 Penalty: 3830.230225
	Iteration 23Q: 3 clusters Score -8025920 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 117972 members 
Entering Unmasked Estep 
Score: -8026244.000000 Penalty: 3830.230225
	Iteration 24Q: 3 clusters Score -8026244 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 118868 members 
Entering Unmasked Estep 
Score: -8026497.500000 Penalty: 3830.230225
	Iteration 25Q: 3 clusters Score -8026498 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 119737 members 
Entering Unmasked Estep 
Score: -8026767.000000 Penalty: 3830.230225
	Iteration 26Q: 3 clusters Score -8026767 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 120566 members 
Entering Unmasked Estep 
Score: -8027028.500000 Penalty: 3830.230225
	Iteration 27Q: 3 clusters Score -8027028 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 121327 members 
Entering Unmasked Estep 
Score: -8027303.500000 Penalty: 3830.230225
	Iteration 28Q: 3 clusters Score -8027304 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 122058 members 
Entering Unmasked Estep 
Score: -8027524.000000 Penalty: 3830.230225
	Iteration 29Q: 3 clusters Score -8027524 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 122762 members 
Entering Unmasked Estep 
Score: -8027762.000000 Penalty: 3830.230225
	Iteration 30Q: 3 clusters Score -8027762 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 123427 members 
Entering Unmasked Estep 
Score: -8027916.500000 Penalty: 3830.230225
	Iteration 31Q: 3 clusters Score -8027916 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 124038 members 
Entering Unmasked Estep 
Score: -8028098.000000 Penalty: 3830.230225
	Iteration 32Q: 3 clusters Score -8028098 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 124598 members 
Entering Unmasked Estep 
Score: -8028269.500000 Penalty: 3830.230225
	Iteration 33Q: 3 clusters Score -8028270 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -8028417.000000 Penalty: 3830.230225
	Iteration 34Q: 3 clusters Score -8028417 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 125542 members 
Entering Unmasked Estep 
Score: -8028519.500000 Penalty: 3830.230225
	Iteration 35Q: 3 clusters Score -8028520 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -8028625.000000 Penalty: 3830.230225
	Iteration 36Q: 3 clusters Score -8028625 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 126240 members 
Entering Unmasked Estep 
Score: -8028686.500000 Penalty: 3830.230225
	Iteration 37Q: 3 clusters Score -8028686 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 126515 members 
Entering Unmasked Estep 
Score: -8028719.000000 Penalty: 3830.230225
	Iteration 38Q: 3 clusters Score -8028719 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 126775 members 
Entering Unmasked Estep 
Score: -8028790.500000 Penalty: 3830.230225
	Iteration 39Q: 3 clusters Score -8028790 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 127027 members 
Entering Unmasked Estep 
Score: -8028859.500000 Penalty: 3830.230225
	Iteration 40F: 3 clusters Score -8028860 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 127231 members 
Entering Unmasked Estep 
Score: -8028905.000000 Penalty: 3830.230225
	Iteration 41Q: 3 clusters Score -8028905 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 127411 members 
Entering Unmasked Estep 
Score: -8028952.500000 Penalty: 3830.230225
	Iteration 42Q: 3 clusters Score -8028952 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 127548 members 
Entering Unmasked Estep 
Score: -8028968.500000 Penalty: 3830.230225
	Iteration 43Q: 3 clusters Score -8028968 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -8028999.000000 Penalty: 3830.230225
	Iteration 44Q: 3 clusters Score -8028999 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 127793 members 
Entering Unmasked Estep 
Score: -8029014.500000 Penalty: 3830.230225
	Iteration 45Q: 3 clusters Score -8029014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 127897 members 
Entering Unmasked Estep 
Score: -8029047.000000 Penalty: 3830.230225
	Iteration 46Q: 3 clusters Score -8029047 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 127990 members 
Entering Unmasked Estep 
Score: -8029059.500000 Penalty: 3830.230225
	Iteration 47Q: 3 clusters Score -8029060 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -8029094.000000 Penalty: 3830.230225
	Iteration 48Q: 3 clusters Score -8029094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 128162 members 
Entering Unmasked Estep 
Score: -8029101.500000 Penalty: 3830.230225
	Iteration 49Q: 3 clusters Score -8029102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 128220 members 
Entering Unmasked Estep 
Score: -8029103.000000 Penalty: 3830.230225
	Iteration 50Q: 3 clusters Score -8029103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 128281 members 
Entering Unmasked Estep 
Score: -8029126.000000 Penalty: 3830.230225
	Iteration 51Q: 3 clusters Score -8029126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 128341 members 
Entering Unmasked Estep 
Score: -8029138.500000 Penalty: 3830.230225
	Iteration 52Q: 3 clusters Score -8029138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 128402 members 
Entering Unmasked Estep 
Score: -8029153.000000 Penalty: 3830.230225
	Iteration 53Q: 3 clusters Score -8029153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 128448 members 
Entering Unmasked Estep 
Score: -8029166.500000 Penalty: 3830.230225
	Iteration 54Q: 3 clusters Score -8029166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -8029175.500000 Penalty: 3830.230225
	Iteration 55Q: 3 clusters Score -8029176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 128534 members 
Entering Unmasked Estep 
Score: -8029187.500000 Penalty: 3830.230225
	Iteration 56Q: 3 clusters Score -8029188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 128562 members 
Entering Unmasked Estep 
Score: -8029182.500000 Penalty: 3830.230225
	Iteration 57Q: 3 clusters Score -8029182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 128589 members 
Entering Unmasked Estep 
Score: -8029193.000000 Penalty: 3830.230225
	Iteration 58Q: 3 clusters Score -8029193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 128612 members 
Entering Unmasked Estep 
Score: -8029195.000000 Penalty: 3830.230225
	Iteration 59Q: 3 clusters Score -8029195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 128643 members 
Entering Unmasked Estep 
Score: -8029199.000000 Penalty: 3830.230225
	Iteration 60F: 3 clusters Score -8029199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 128676 members 
Entering Unmasked Estep 
Score: -8029194.500000 Penalty: 3830.230225
	Iteration 61Q: 3 clusters Score -8029194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 128717 members 
Entering Unmasked Estep 
Score: -8029208.500000 Penalty: 3830.230225
	Iteration 62Q: 3 clusters Score -8029208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 128750 members 
Entering Unmasked Estep 
Score: -8029206.000000 Penalty: 3830.230225
	Iteration 63Q: 3 clusters Score -8029206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 128780 members 
Entering Unmasked Estep 
Score: -8029210.000000 Penalty: 3830.230225
	Iteration 64Q: 3 clusters Score -8029210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 128812 members 
Entering Unmasked Estep 
Score: -8029221.000000 Penalty: 3830.230225
	Iteration 65Q: 3 clusters Score -8029221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 128848 members 
Entering Unmasked Estep 
Score: -8029249.500000 Penalty: 3830.230225
	Iteration 66Q: 3 clusters Score -8029250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 128879 members 
Entering Unmasked Estep 
Score: -8029246.000000 Penalty: 3830.230225
	Iteration 67Q: 3 clusters Score -8029246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 128898 members 
Entering Unmasked Estep 
Score: -8029250.000000 Penalty: 3830.230225
	Iteration 68Q: 3 clusters Score -8029250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 128920 members 
Entering Unmasked Estep 
Score: -8029253.500000 Penalty: 3830.230225
	Iteration 69Q: 3 clusters Score -8029254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 128945 members 
Entering Unmasked Estep 
Score: -8029244.000000 Penalty: 3830.230225
	Iteration 70Q: 3 clusters Score -8029244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 128959 members 
Entering Unmasked Estep 
Score: -8029259.500000 Penalty: 3830.230225
	Iteration 71Q: 3 clusters Score -8029260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -8029263.500000 Penalty: 3830.230225
	Iteration 72Q: 3 clusters Score -8029264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 129002 members 
Entering Unmasked Estep 
Score: -8029269.000000 Penalty: 3830.230225
	Iteration 73Q: 3 clusters Score -8029269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 129022 members 
Entering Unmasked Estep 
Score: -8029271.000000 Penalty: 3830.230225
	Iteration 74Q: 3 clusters Score -8029271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 129038 members 
Entering Unmasked Estep 
Score: -8029277.000000 Penalty: 3830.230225
	Iteration 75Q: 3 clusters Score -8029277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 129048 members 
Entering Unmasked Estep 
Score: -8029269.000000 Penalty: 3830.230225
	Iteration 76Q: 3 clusters Score -8029269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 129061 members 
Entering Unmasked Estep 
Score: -8029270.500000 Penalty: 3830.230225
	Iteration 77Q: 3 clusters Score -8029270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 129075 members 
Entering Unmasked Estep 
Score: -8029272.500000 Penalty: 3830.230225
	Iteration 78Q: 3 clusters Score -8029272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 129086 members 
Entering Unmasked Estep 
Score: -8029271.500000 Penalty: 3830.230225
	Iteration 79Q: 3 clusters Score -8029272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 129096 members 
Entering Unmasked Estep 
Score: -8029286.000000 Penalty: 3830.230225
	Iteration 80F: 3 clusters Score -8029286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 129114 members 
Entering Unmasked Estep 
Score: -8029278.000000 Penalty: 3830.230225
	Iteration 81Q: 3 clusters Score -8029278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 129131 members 
Entering Unmasked Estep 
Score: -8029276.000000 Penalty: 3830.230225
	Iteration 82Q: 3 clusters Score -8029276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 129140 members 
Entering Unmasked Estep 
Score: -8029277.500000 Penalty: 3830.230225
	Iteration 83Q: 3 clusters Score -8029278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -8029278.000000 Penalty: 3830.230225
	Iteration 84Q: 3 clusters Score -8029278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 129158 members 
Entering Unmasked Estep 
Score: -8029278.500000 Penalty: 3830.230225
	Iteration 85Q: 3 clusters Score -8029278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 129164 members 
Entering Unmasked Estep 
Score: -8029282.000000 Penalty: 3830.230225
	Iteration 86Q: 3 clusters Score -8029282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -8029287.500000 Penalty: 3830.230225
	Iteration 87Q: 3 clusters Score -8029288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 129179 members 
Entering Unmasked Estep 
Score: -8029291.500000 Penalty: 3830.230225
	Iteration 88Q: 3 clusters Score -8029292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 129189 members 
Entering Unmasked Estep 
Score: -8029292.000000 Penalty: 3830.230225
	Iteration 89Q: 3 clusters Score -8029292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 129201 members 
Entering Unmasked Estep 
Score: -8029295.500000 Penalty: 3830.230225
	Iteration 90Q: 3 clusters Score -8029296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 129206 members 
Entering Unmasked Estep 
Score: -8029293.000000 Penalty: 3830.230225
	Iteration 91Q: 3 clusters Score -8029293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 129212 members 
Entering Unmasked Estep 
Score: -8029286.500000 Penalty: 3830.230225
	Iteration 92Q: 3 clusters Score -8029286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 129221 members 
Entering Unmasked Estep 
Score: -8029289.500000 Penalty: 3830.230225
	Iteration 93Q: 3 clusters Score -8029290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 129228 members 
Entering Unmasked Estep 
Score: -8029295.500000 Penalty: 3830.230225
	Iteration 94Q: 3 clusters Score -8029296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 129231 members 
Entering Unmasked Estep 
Score: -8029284.000000 Penalty: 3830.230225
	Iteration 95Q: 3 clusters Score -8029284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 129233 members 
Entering Unmasked Estep 
Score: -8029281.500000 Penalty: 3830.230225
	Iteration 96Q: 3 clusters Score -8029282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 129239 members 
Entering Unmasked Estep 
Score: -8029287.500000 Penalty: 3830.230225
	Iteration 97Q: 3 clusters Score -8029288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -8029291.000000 Penalty: 3830.230225
	Iteration 98Q: 3 clusters Score -8029291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 129245 members 
Entering Unmasked Estep 
Score: -8029294.500000 Penalty: 3830.230225
	Iteration 99Q: 3 clusters Score -8029294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 129252 members 
Entering Unmasked Estep 
Score: -8029293.500000 Penalty: 3830.230225
	Iteration 100F: 3 clusters Score -8029294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 129260 members 
Entering Unmasked Estep 
Score: -8029298.500000 Penalty: 3830.230225
	Iteration 101Q: 3 clusters Score -8029298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 129262 members 
Entering Unmasked Estep 
Score: -8029299.000000 Penalty: 3830.230225
	Iteration 102Q: 3 clusters Score -8029299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 129266 members 
Entering Unmasked Estep 
Score: -8029302.500000 Penalty: 3830.230225
	Iteration 103Q: 3 clusters Score -8029302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 129270 members 
Entering Unmasked Estep 
Score: -8029307.500000 Penalty: 3830.230225
	Iteration 104Q: 3 clusters Score -8029308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 129276 members 
Entering Unmasked Estep 
Score: -8029304.000000 Penalty: 3830.230225
	Iteration 105Q: 3 clusters Score -8029304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 129278 members 
Entering Unmasked Estep 
Score: -8029310.000000 Penalty: 3830.230225
	Iteration 106Q: 3 clusters Score -8029310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 129282 members 
Entering Unmasked Estep 
Score: -8029306.000000 Penalty: 3830.230225
	Iteration 107Q: 3 clusters Score -8029306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 129284 members 
Entering Unmasked Estep 
Score: -8029309.000000 Penalty: 3830.230225
	Iteration 108Q: 3 clusters Score -8029309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 129287 members 
Entering Unmasked Estep 
Score: -8029307.000000 Penalty: 3830.230225
	Iteration 109Q: 3 clusters Score -8029307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 129289 members 
Entering Unmasked Estep 
Score: -8029308.500000 Penalty: 3830.230225
	Iteration 110Q: 3 clusters Score -8029308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 129292 members 
Entering Unmasked Estep 
Score: -8029311.000000 Penalty: 3830.230225
	Iteration 111Q: 3 clusters Score -8029311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 129296 members 
Entering Unmasked Estep 
Score: -8029304.000000 Penalty: 3830.230225
	Iteration 112Q: 3 clusters Score -8029304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 129298 members 
Entering Unmasked Estep 
Score: -8029309.000000 Penalty: 3830.230225
	Iteration 113Q: 3 clusters Score -8029309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -8029310.000000 Penalty: 3830.230225
	Iteration 114Q: 3 clusters Score -8029310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 129309 members 
Entering Unmasked Estep 
Score: -8029308.500000 Penalty: 3830.230225
	Iteration 115Q: 3 clusters Score -8029308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 129312 members 
Entering Unmasked Estep 
Score: -8029316.500000 Penalty: 3830.230225
	Iteration 116Q: 3 clusters Score -8029316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 129318 members 
Entering Unmasked Estep 
Score: -8029317.000000 Penalty: 3830.230225
	Iteration 117Q: 3 clusters Score -8029317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 129323 members 
Entering Unmasked Estep 
Score: -8029314.500000 Penalty: 3830.230225
	Iteration 118Q: 3 clusters Score -8029314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 129327 members 
Entering Unmasked Estep 
Score: -8029314.500000 Penalty: 3830.230225
	Iteration 119Q: 3 clusters Score -8029314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -8029318.500000 Penalty: 3830.230225
	Iteration 120F: 3 clusters Score -8029318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 129333 members 
Entering Unmasked Estep 
Score: -8029317.500000 Penalty: 3830.230225
	Iteration 121Q: 3 clusters Score -8029318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 129334 members 
Entering Unmasked Estep 
Score: -8029318.000000 Penalty: 3830.230225
	Iteration 122Q: 3 clusters Score -8029318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 129334 members 
Entering Unmasked Estep 
Score: -8029318.000000 Penalty: 3830.230225
	Iteration 123F: 3 clusters Score -8029318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Entering Unmasked Estep 
Score: -2272006.500000 Penalty: 1710.426636
	Iteration 0F: 2 clusters Score -2272006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2247011.500000 Penalty: 3420.853271
	Iteration 0F: 3 clusters Score -2247012 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2256617.500000 Penalty: 3420.853271
	Iteration 1F: 3 clusters Score -2256618 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2257001.000000 Penalty: 3420.853271
	Iteration 2Q: 3 clusters Score -2257001 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2257352.500000 Penalty: 3420.853271
	Iteration 3Q: 3 clusters Score -2257352 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2257718.500000 Penalty: 3420.853271
	Iteration 4Q: 3 clusters Score -2257718 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2258203.250000 Penalty: 3420.853271
	Iteration 5Q: 3 clusters Score -2258203 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2258898.250000 Penalty: 3420.853271
	Iteration 6Q: 3 clusters Score -2258898 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2259875.250000 Penalty: 3420.853271
	Iteration 7Q: 3 clusters Score -2259875 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2261013.500000 Penalty: 3420.853271
	Iteration 8Q: 3 clusters Score -2261014 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2262195.250000 Penalty: 3420.853271
	Iteration 9F: 3 clusters Score -2262195 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2263379.500000 Penalty: 3420.853271
	Iteration 10F: 3 clusters Score -2263380 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2264456.750000 Penalty: 3420.853271
	Iteration 11Q: 3 clusters Score -2264457 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2265395.500000 Penalty: 3420.853271
	Iteration 12Q: 3 clusters Score -2265396 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2266145.250000 Penalty: 3420.853271
	Iteration 13Q: 3 clusters Score -2266145 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2266838.500000 Penalty: 3420.853271
	Iteration 14Q: 3 clusters Score -2266838 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2267396.250000 Penalty: 3420.853271
	Iteration 15Q: 3 clusters Score -2267396 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2267829.000000 Penalty: 3420.853271
	Iteration 16Q: 3 clusters Score -2267829 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2268200.750000 Penalty: 3420.853271
	Iteration 17Q: 3 clusters Score -2268201 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2268501.750000 Penalty: 3420.853271
	Iteration 18Q: 3 clusters Score -2268502 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2268790.500000 Penalty: 3420.853271
	Iteration 19Q: 3 clusters Score -2268790 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2269092.000000 Penalty: 3420.853271
	Iteration 20F: 3 clusters Score -2269092 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2269349.250000 Penalty: 3420.853271
	Iteration 21Q: 3 clusters Score -2269349 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2269563.750000 Penalty: 3420.853271
	Iteration 22Q: 3 clusters Score -2269564 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2269750.500000 Penalty: 3420.853271
	Iteration 23Q: 3 clusters Score -2269750 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2269934.750000 Penalty: 3420.853271
	Iteration 24Q: 3 clusters Score -2269935 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2270118.000000 Penalty: 3420.853271
	Iteration 25Q: 3 clusters Score -2270118 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2270226.750000 Penalty: 3420.853271
	Iteration 26Q: 3 clusters Score -2270227 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2270321.000000 Penalty: 3420.853271
	Iteration 27Q: 3 clusters Score -2270321 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2270379.000000 Penalty: 3420.853271
	Iteration 28Q: 3 clusters Score -2270379 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2270420.500000 Penalty: 3420.853271
	Iteration 29Q: 3 clusters Score -2270420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2270451.750000 Penalty: 3420.853271
	Iteration 30Q: 3 clusters Score -2270452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2270470.500000 Penalty: 3420.853271
	Iteration 31Q: 3 clusters Score -2270470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2270490.750000 Penalty: 3420.853271
	Iteration 32Q: 3 clusters Score -2270491 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2270504.250000 Penalty: 3420.853271
	Iteration 33Q: 3 clusters Score -2270504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2270515.500000 Penalty: 3420.853271
	Iteration 34Q: 3 clusters Score -2270516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2270529.250000 Penalty: 3420.853271
	Iteration 35Q: 3 clusters Score -2270529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2270535.750000 Penalty: 3420.853271
	Iteration 36Q: 3 clusters Score -2270536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2270544.750000 Penalty: 3420.853271
	Iteration 37Q: 3 clusters Score -2270545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2270556.750000 Penalty: 3420.853271
	Iteration 38Q: 3 clusters Score -2270557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2270565.000000 Penalty: 3420.853271
	Iteration 39Q: 3 clusters Score -2270565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2270569.750000 Penalty: 3420.853271
	Iteration 40F: 3 clusters Score -2270570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2270574.750000 Penalty: 3420.853271
	Iteration 41Q: 3 clusters Score -2270575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2270582.750000 Penalty: 3420.853271
	Iteration 42Q: 3 clusters Score -2270583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2270584.000000 Penalty: 3420.853271
	Iteration 43Q: 3 clusters Score -2270584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2270584.750000 Penalty: 3420.853271
	Iteration 44Q: 3 clusters Score -2270585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2270592.500000 Penalty: 3420.853271
	Iteration 45Q: 3 clusters Score -2270592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2270591.250000 Penalty: 3420.853271
	Iteration 46Q: 3 clusters Score -2270591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2270596.500000 Penalty: 3420.853271
	Iteration 47Q: 3 clusters Score -2270596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2270596.750000 Penalty: 3420.853271
	Iteration 48Q: 3 clusters Score -2270597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2270598.250000 Penalty: 3420.853271
	Iteration 49Q: 3 clusters Score -2270598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2270598.500000 Penalty: 3420.853271
	Iteration 50Q: 3 clusters Score -2270598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2270603.500000 Penalty: 3420.853271
	Iteration 51Q: 3 clusters Score -2270604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2270603.250000 Penalty: 3420.853271
	Iteration 52Q: 3 clusters Score -2270603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2270604.500000 Penalty: 3420.853271
	Iteration 53Q: 3 clusters Score -2270604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2270609.500000 Penalty: 3420.853271
	Iteration 54Q: 3 clusters Score -2270610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2270612.500000 Penalty: 3420.853271
	Iteration 55Q: 3 clusters Score -2270612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2270613.500000 Penalty: 3420.853271
	Iteration 56Q: 3 clusters Score -2270614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2270615.500000 Penalty: 3420.853271
	Iteration 57Q: 3 clusters Score -2270616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2270616.750000 Penalty: 3420.853271
	Iteration 58Q: 3 clusters Score -2270617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2270627.750000 Penalty: 3420.853271
	Iteration 59Q: 3 clusters Score -2270628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2270629.000000 Penalty: 3420.853271
	Iteration 60F: 3 clusters Score -2270629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2270631.000000 Penalty: 3420.853271
	Iteration 61Q: 3 clusters Score -2270631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2270633.500000 Penalty: 3420.853271
	Iteration 62Q: 3 clusters Score -2270634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2270633.500000 Penalty: 3420.853271
	Iteration 63Q: 3 clusters Score -2270634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2270635.250000 Penalty: 3420.853271
	Iteration 64Q: 3 clusters Score -2270635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2270639.250000 Penalty: 3420.853271
	Iteration 65Q: 3 clusters Score -2270639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2270646.500000 Penalty: 3420.853271
	Iteration 66Q: 3 clusters Score -2270646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2270645.250000 Penalty: 3420.853271
	Iteration 67Q: 3 clusters Score -2270645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2270645.250000 Penalty: 3420.853271
	Iteration 68Q: 3 clusters Score -2270645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2270646.750000 Penalty: 3420.853271
	Iteration 69Q: 3 clusters Score -2270647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2270646.250000 Penalty: 3420.853271
	Iteration 70Q: 3 clusters Score -2270646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2270649.250000 Penalty: 3420.853271
	Iteration 71Q: 3 clusters Score -2270649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2270653.500000 Penalty: 3420.853271
	Iteration 72Q: 3 clusters Score -2270654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2270654.000000 Penalty: 3420.853271
	Iteration 73Q: 3 clusters Score -2270654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2270653.750000 Penalty: 3420.853271
	Iteration 74Q: 3 clusters Score -2270654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2270655.000000 Penalty: 3420.853271
	Iteration 75Q: 3 clusters Score -2270655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2270653.250000 Penalty: 3420.853271
	Iteration 76Q: 3 clusters Score -2270653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2270653.250000 Penalty: 3420.853271
	Iteration 77F: 3 clusters Score -2270653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Entering Unmasked Estep 
Score: -691598.750000 Penalty: 1511.961182
	Iteration 0F: 2 clusters Score -691598.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -683850.875000 Penalty: 3023.922363
	Iteration 0F: 3 clusters Score -683850.9 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -686521.062500 Penalty: 3023.922363
	Iteration 1F: 3 clusters Score -686521.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -686957.312500 Penalty: 3023.922363
	Iteration 2F: 3 clusters Score -686957.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -687366.750000 Penalty: 3023.922363
	Iteration 3F: 3 clusters Score -687366.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -687719.625000 Penalty: 3023.922363
	Iteration 4F: 3 clusters Score -687719.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -688062.812500 Penalty: 3023.922363
	Iteration 5F: 3 clusters Score -688062.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -688384.375000 Penalty: 3023.922363
	Iteration 6F: 3 clusters Score -688384.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -688724.562500 Penalty: 3023.922363
	Iteration 7Q: 3 clusters Score -688724.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -689045.562500 Penalty: 3023.922363
	Iteration 8Q: 3 clusters Score -689045.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -689368.125000 Penalty: 3023.922363
	Iteration 9Q: 3 clusters Score -689368.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -689630.562500 Penalty: 3023.922363
	Iteration 10Q: 3 clusters Score -689630.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -689835.750000 Penalty: 3023.922363
	Iteration 11Q: 3 clusters Score -689835.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -689981.875000 Penalty: 3023.922363
	Iteration 12Q: 3 clusters Score -689981.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -690092.062500 Penalty: 3023.922363
	Iteration 13Q: 3 clusters Score -690092.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -690172.500000 Penalty: 3023.922363
	Iteration 14Q: 3 clusters Score -690172.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -690235.562500 Penalty: 3023.922363
	Iteration 15Q: 3 clusters Score -690235.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -690305.375000 Penalty: 3023.922363
	Iteration 16Q: 3 clusters Score -690305.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -690368.750000 Penalty: 3023.922363
	Iteration 17Q: 3 clusters Score -690368.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -690430.625000 Penalty: 3023.922363
	Iteration 18Q: 3 clusters Score -690430.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -690492.750000 Penalty: 3023.922363
	Iteration 19Q: 3 clusters Score -690492.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -690540.875000 Penalty: 3023.922363
	Iteration 20F: 3 clusters Score -690540.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -690591.625000 Penalty: 3023.922363
	Iteration 21Q: 3 clusters Score -690591.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -690645.312500 Penalty: 3023.922363
	Iteration 22Q: 3 clusters Score -690645.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -690693.062500 Penalty: 3023.922363
	Iteration 23Q: 3 clusters Score -690693.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -690742.437500 Penalty: 3023.922363
	Iteration 24Q: 3 clusters Score -690742.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -690787.375000 Penalty: 3023.922363
	Iteration 25Q: 3 clusters Score -690787.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -690819.312500 Penalty: 3023.922363
	Iteration 26Q: 3 clusters Score -690819.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -690852.500000 Penalty: 3023.922363
	Iteration 27Q: 3 clusters Score -690852.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -690878.562500 Penalty: 3023.922363
	Iteration 28Q: 3 clusters Score -690878.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -690894.125000 Penalty: 3023.922363
	Iteration 29Q: 3 clusters Score -690894.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -690909.500000 Penalty: 3023.922363
	Iteration 30Q: 3 clusters Score -690909.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -690923.687500 Penalty: 3023.922363
	Iteration 31Q: 3 clusters Score -690923.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -690933.937500 Penalty: 3023.922363
	Iteration 32Q: 3 clusters Score -690933.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -690940.187500 Penalty: 3023.922363
	Iteration 33Q: 3 clusters Score -690940.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -690944.875000 Penalty: 3023.922363
	Iteration 34Q: 3 clusters Score -690944.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -690948.500000 Penalty: 3023.922363
	Iteration 35Q: 3 clusters Score -690948.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -690954.250000 Penalty: 3023.922363
	Iteration 36Q: 3 clusters Score -690954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -690959.375000 Penalty: 3023.922363
	Iteration 37Q: 3 clusters Score -690959.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -690960.562500 Penalty: 3023.922363
	Iteration 38Q: 3 clusters Score -690960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -690961.062500 Penalty: 3023.922363
	Iteration 39Q: 3 clusters Score -690961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -690961.875000 Penalty: 3023.922363
	Iteration 40F: 3 clusters Score -690961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -690963.000000 Penalty: 3023.922363
	Iteration 41Q: 3 clusters Score -690963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -690962.562500 Penalty: 3023.922363
	Iteration 42Q: 3 clusters Score -690962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -690962.562500 Penalty: 3023.922363
	Iteration 43F: 3 clusters Score -690962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -62602.851562 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -62602.85 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 549 members 
Entering Unmasked Estep 
Score: -61079.269531 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -61079.27 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61389.515625 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -61389.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -61463.582031 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -61463.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61508.800781 Penalty: 2276.881348
	Iteration 3Q: 3 clusters Score -61508.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -61531.382812 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -61531.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -61548.179688 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -61548.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -61562.007812 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -61562.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -61576.191406 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -61576.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61587.457031 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -61587.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61593.597656 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -61593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -61597.027344 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -61597.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -61599.738281 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -61599.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -61601.187500 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -61601.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -61602.101562 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -61602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -61605.804688 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -61605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61607.164062 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -61607.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61609.773438 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -61609.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61610.125000 Penalty: 2276.881348
	Iteration 17Q: 3 clusters Score -61610.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61610.125000 Penalty: 2276.881348
	Iteration 18F: 3 clusters Score -61610.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Entering Unmasked Estep 
Score: -1008848.437500 Penalty: 1575.605225
	Iteration 0F: 2 clusters Score -1008848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -997687.937500 Penalty: 3151.210449
	Iteration 0F: 3 clusters Score -997687.9 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1001504.437500 Penalty: 3151.210449
	Iteration 1F: 3 clusters Score -1001504 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1001817.562500 Penalty: 3151.210449
	Iteration 2F: 3 clusters Score -1001818 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1002138.562500 Penalty: 3151.210449
	Iteration 3Q: 3 clusters Score -1002139 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1002553.750000 Penalty: 3151.210449
	Iteration 4Q: 3 clusters Score -1002554 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1003141.750000 Penalty: 3151.210449
	Iteration 5F: 3 clusters Score -1003142 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1003916.687500 Penalty: 3151.210449
	Iteration 6F: 3 clusters Score -1003917 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1004697.375000 Penalty: 3151.210449
	Iteration 7F: 3 clusters Score -1004697 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1005395.250000 Penalty: 3151.210449
	Iteration 8F: 3 clusters Score -1005395 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1006003.937500 Penalty: 3151.210449
	Iteration 9Q: 3 clusters Score -1006004 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1006445.125000 Penalty: 3151.210449
	Iteration 10Q: 3 clusters Score -1006445 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1006768.187500 Penalty: 3151.210449
	Iteration 11Q: 3 clusters Score -1006768 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1007000.187500 Penalty: 3151.210449
	Iteration 12Q: 3 clusters Score -1007000 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1007157.250000 Penalty: 3151.210449
	Iteration 13Q: 3 clusters Score -1007157 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1007253.500000 Penalty: 3151.210449
	Iteration 14Q: 3 clusters Score -1007254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1007324.187500 Penalty: 3151.210449
	Iteration 15Q: 3 clusters Score -1007324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1007394.250000 Penalty: 3151.210449
	Iteration 16Q: 3 clusters Score -1007394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1007438.937500 Penalty: 3151.210449
	Iteration 17Q: 3 clusters Score -1007439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1007473.437500 Penalty: 3151.210449
	Iteration 18Q: 3 clusters Score -1007473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1007493.062500 Penalty: 3151.210449
	Iteration 19Q: 3 clusters Score -1007493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1007507.375000 Penalty: 3151.210449
	Iteration 20F: 3 clusters Score -1007507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1007520.062500 Penalty: 3151.210449
	Iteration 21Q: 3 clusters Score -1007520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1007523.812500 Penalty: 3151.210449
	Iteration 22Q: 3 clusters Score -1007524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1007531.250000 Penalty: 3151.210449
	Iteration 23Q: 3 clusters Score -1007531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1007533.500000 Penalty: 3151.210449
	Iteration 24Q: 3 clusters Score -1007534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1007534.375000 Penalty: 3151.210449
	Iteration 25Q: 3 clusters Score -1007534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1007535.875000 Penalty: 3151.210449
	Iteration 26Q: 3 clusters Score -1007536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1007536.812500 Penalty: 3151.210449
	Iteration 27Q: 3 clusters Score -1007537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1007536.812500 Penalty: 3151.210449
	Iteration 28F: 3 clusters Score -1007537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (123351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123351 members 
Entering Unmasked Estep 
Score: -7568446.000000 Penalty: 1904.953125
	Iteration 0F: 2 clusters Score -7568446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -7485661.500000 Penalty: 3809.906250
	Iteration 0F: 3 clusters Score -7485662 nChanged 59362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -7520689.500000 Penalty: 3809.906250
	Iteration 1F: 3 clusters Score -7520690 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -7522924.000000 Penalty: 3809.906250
	Iteration 2Q: 3 clusters Score -7522924 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -7527178.500000 Penalty: 3809.906250
	Iteration 3F: 3 clusters Score -7527178 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -7534293.000000 Penalty: 3809.906250
	Iteration 4F: 3 clusters Score -7534293 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -7544003.000000 Penalty: 3809.906250
	Iteration 5F: 3 clusters Score -7544003 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -7554417.000000 Penalty: 3809.906250
	Iteration 6F: 3 clusters Score -7554417 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -7564104.000000 Penalty: 3809.906250
	Iteration 7F: 3 clusters Score -7564104 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 108165 members 
Entering Unmasked Estep 
Score: -7570988.000000 Penalty: 3809.906250
	Iteration 8Q: 3 clusters Score -7570988 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 108358 members 
Entering Unmasked Estep 
Score: -7572175.500000 Penalty: 3809.906250
	Iteration 9Q: 3 clusters Score -7572176 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -7572472.000000 Penalty: 3809.906250
	Iteration 10Q: 3 clusters Score -7572472 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 108738 members 
Entering Unmasked Estep 
Score: -7572601.500000 Penalty: 3809.906250
	Iteration 11Q: 3 clusters Score -7572602 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 108880 members 
Entering Unmasked Estep 
Score: -7572655.500000 Penalty: 3809.906250
	Iteration 12Q: 3 clusters Score -7572656 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -7572665.000000 Penalty: 3809.906250
	Iteration 13Q: 3 clusters Score -7572665 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 109103 members 
Entering Unmasked Estep 
Score: -7572684.500000 Penalty: 3809.906250
	Iteration 14Q: 3 clusters Score -7572684 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 109182 members 
Entering Unmasked Estep 
Score: -7572706.000000 Penalty: 3809.906250
	Iteration 15Q: 3 clusters Score -7572706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 109254 members 
Entering Unmasked Estep 
Score: -7572700.500000 Penalty: 3809.906250
	Iteration 16Q: 3 clusters Score -7572700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 109291 members 
Entering Unmasked Estep 
Score: -7572727.500000 Penalty: 3809.906250
	Iteration 17Q: 3 clusters Score -7572728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -7572720.500000 Penalty: 3809.906250
	Iteration 18Q: 3 clusters Score -7572720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -7572729.500000 Penalty: 3809.906250
	Iteration 19Q: 3 clusters Score -7572730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -7572717.000000 Penalty: 3809.906250
	Iteration 20F: 3 clusters Score -7572717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 109432 members 
Entering Unmasked Estep 
Score: -7572724.500000 Penalty: 3809.906250
	Iteration 21Q: 3 clusters Score -7572724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
Score: -7572729.000000 Penalty: 3809.906250
	Iteration 22Q: 3 clusters Score -7572729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 109464 members 
Entering Unmasked Estep 
Score: -7572727.000000 Penalty: 3809.906250
	Iteration 23Q: 3 clusters Score -7572727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -7572741.500000 Penalty: 3809.906250
	Iteration 24Q: 3 clusters Score -7572742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 109506 members 
Entering Unmasked Estep 
Score: -7572750.000000 Penalty: 3809.906250
	Iteration 25Q: 3 clusters Score -7572750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 109517 members 
Entering Unmasked Estep 
Score: -7572747.500000 Penalty: 3809.906250
	Iteration 26Q: 3 clusters Score -7572748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 109530 members 
Entering Unmasked Estep 
Score: -7572739.500000 Penalty: 3809.906250
	Iteration 27Q: 3 clusters Score -7572740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 109541 members 
Entering Unmasked Estep 
Score: -7572741.500000 Penalty: 3809.906250
	Iteration 28Q: 3 clusters Score -7572742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 109553 members 
Entering Unmasked Estep 
Score: -7572734.500000 Penalty: 3809.906250
	Iteration 29Q: 3 clusters Score -7572734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 109570 members 
Entering Unmasked Estep 
Score: -7572747.000000 Penalty: 3809.906250
	Iteration 30Q: 3 clusters Score -7572747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 109592 members 
Entering Unmasked Estep 
Score: -7572738.500000 Penalty: 3809.906250
	Iteration 31Q: 3 clusters Score -7572738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -7572742.000000 Penalty: 3809.906250
	Iteration 32Q: 3 clusters Score -7572742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 109625 members 
Entering Unmasked Estep 
Score: -7572749.000000 Penalty: 3809.906250
	Iteration 33Q: 3 clusters Score -7572749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -7572748.000000 Penalty: 3809.906250
	Iteration 34Q: 3 clusters Score -7572748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -7572748.000000 Penalty: 3809.906250
	Iteration 35Q: 3 clusters Score -7572748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 109672 members 
Entering Unmasked Estep 
Score: -7572756.000000 Penalty: 3809.906250
	Iteration 36Q: 3 clusters Score -7572756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 109684 members 
Entering Unmasked Estep 
Score: -7572752.500000 Penalty: 3809.906250
	Iteration 37Q: 3 clusters Score -7572752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 109695 members 
Entering Unmasked Estep 
Score: -7572759.500000 Penalty: 3809.906250
	Iteration 38Q: 3 clusters Score -7572760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -7572758.500000 Penalty: 3809.906250
	Iteration 39Q: 3 clusters Score -7572758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 109710 members 
Entering Unmasked Estep 
Score: -7572756.500000 Penalty: 3809.906250
	Iteration 40F: 3 clusters Score -7572756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 109720 members 
Entering Unmasked Estep 
Score: -7572758.500000 Penalty: 3809.906250
	Iteration 41Q: 3 clusters Score -7572758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 109727 members 
Entering Unmasked Estep 
Score: -7572761.000000 Penalty: 3809.906250
	Iteration 42Q: 3 clusters Score -7572761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 109732 members 
Entering Unmasked Estep 
Score: -7572764.000000 Penalty: 3809.906250
	Iteration 43Q: 3 clusters Score -7572764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 109739 members 
Entering Unmasked Estep 
Score: -7572766.000000 Penalty: 3809.906250
	Iteration 44Q: 3 clusters Score -7572766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -7572770.000000 Penalty: 3809.906250
	Iteration 45Q: 3 clusters Score -7572770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 109745 members 
Entering Unmasked Estep 
Score: -7572771.500000 Penalty: 3809.906250
	Iteration 46Q: 3 clusters Score -7572772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -7572775.500000 Penalty: 3809.906250
	Iteration 47Q: 3 clusters Score -7572776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 109747 members 
Entering Unmasked Estep 
Score: -7572772.000000 Penalty: 3809.906250
	Iteration 48Q: 3 clusters Score -7572772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 109749 members 
Entering Unmasked Estep 
Score: -7572766.500000 Penalty: 3809.906250
	Iteration 49Q: 3 clusters Score -7572766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 109749 members 
Entering Unmasked Estep 
Score: -7572766.500000 Penalty: 3809.906250
	Iteration 50F: 3 clusters Score -7572766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 9162 members 
Mstep: Class 6 contains 29445 members 
Mstep: Class 7 contains 131311 members 
Mstep: Class 8 contains 37261 members 
Mstep: Class 9 contains 10986 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 16253 members 
Mstep: Class 12 contains 13602 members 
Mstep: Class 13 contains 13517 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 4927 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 8048 members 
Mstep: Class 18 contains 109749 members 
Mstep: Class 20 contains 27333 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 2220 members 
Entering Unmasked Estep 
Score: -26950942.000000 Penalty: 46602.589844
Splitting cluster 12 changes total score from -26946662.000000 to -26950942.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 13 (13517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Entering Unmasked Estep 
Score: -848297.687500 Penalty: 1545.651855
	Iteration 0F: 2 clusters Score -848297.7 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 6748 members 
Entering Unmasked Estep 
Score: -838863.500000 Penalty: 3091.303711
	Iteration 0F: 3 clusters Score -838863.5 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -842114.062500 Penalty: 3091.303711
	Iteration 1F: 3 clusters Score -842114.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -842398.625000 Penalty: 3091.303711
	Iteration 2F: 3 clusters Score -842398.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -842611.625000 Penalty: 3091.303711
	Iteration 3Q: 3 clusters Score -842611.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -842764.812500 Penalty: 3091.303711
	Iteration 4Q: 3 clusters Score -842764.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -842909.062500 Penalty: 3091.303711
	Iteration 5Q: 3 clusters Score -842909.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -843038.062500 Penalty: 3091.303711
	Iteration 6Q: 3 clusters Score -843038.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -843162.062500 Penalty: 3091.303711
	Iteration 7Q: 3 clusters Score -843162.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -843287.187500 Penalty: 3091.303711
	Iteration 8Q: 3 clusters Score -843287.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -843454.750000 Penalty: 3091.303711
	Iteration 9Q: 3 clusters Score -843454.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -843660.875000 Penalty: 3091.303711
	Iteration 10Q: 3 clusters Score -843660.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -843888.812500 Penalty: 3091.303711
	Iteration 11Q: 3 clusters Score -843888.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -844179.687500 Penalty: 3091.303711
	Iteration 12Q: 3 clusters Score -844179.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -844498.250000 Penalty: 3091.303711
	Iteration 13Q: 3 clusters Score -844498.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -844786.062500 Penalty: 3091.303711
	Iteration 14Q: 3 clusters Score -844786.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -845006.750000 Penalty: 3091.303711
	Iteration 15Q: 3 clusters Score -845006.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -845134.125000 Penalty: 3091.303711
	Iteration 16Q: 3 clusters Score -845134.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -845213.437500 Penalty: 3091.303711
	Iteration 17Q: 3 clusters Score -845213.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -845264.187500 Penalty: 3091.303711
	Iteration 18Q: 3 clusters Score -845264.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -845303.000000 Penalty: 3091.303711
	Iteration 19Q: 3 clusters Score -845303 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -845339.187500 Penalty: 3091.303711
	Iteration 20F: 3 clusters Score -845339.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -845364.750000 Penalty: 3091.303711
	Iteration 21Q: 3 clusters Score -845364.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -845386.812500 Penalty: 3091.303711
	Iteration 22Q: 3 clusters Score -845386.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -845406.187500 Penalty: 3091.303711
	Iteration 23Q: 3 clusters Score -845406.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -845420.687500 Penalty: 3091.303711
	Iteration 24Q: 3 clusters Score -845420.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -845435.875000 Penalty: 3091.303711
	Iteration 25Q: 3 clusters Score -845435.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -845462.250000 Penalty: 3091.303711
	Iteration 26Q: 3 clusters Score -845462.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -845485.062500 Penalty: 3091.303711
	Iteration 27Q: 3 clusters Score -845485.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -845501.687500 Penalty: 3091.303711
	Iteration 28Q: 3 clusters Score -845501.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -845520.937500 Penalty: 3091.303711
	Iteration 29Q: 3 clusters Score -845520.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -845539.687500 Penalty: 3091.303711
	Iteration 30Q: 3 clusters Score -845539.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -845561.812500 Penalty: 3091.303711
	Iteration 31Q: 3 clusters Score -845561.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -845580.937500 Penalty: 3091.303711
	Iteration 32Q: 3 clusters Score -845580.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -845602.875000 Penalty: 3091.303711
	Iteration 33Q: 3 clusters Score -845602.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -845624.625000 Penalty: 3091.303711
	Iteration 34Q: 3 clusters Score -845624.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -845654.312500 Penalty: 3091.303711
	Iteration 35Q: 3 clusters Score -845654.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -845675.250000 Penalty: 3091.303711
	Iteration 36Q: 3 clusters Score -845675.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -845699.812500 Penalty: 3091.303711
	Iteration 37Q: 3 clusters Score -845699.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -845723.062500 Penalty: 3091.303711
	Iteration 38Q: 3 clusters Score -845723.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -845743.187500 Penalty: 3091.303711
	Iteration 39Q: 3 clusters Score -845743.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -845759.937500 Penalty: 3091.303711
	Iteration 40F: 3 clusters Score -845759.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -845784.437500 Penalty: 3091.303711
	Iteration 41Q: 3 clusters Score -845784.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -845809.437500 Penalty: 3091.303711
	Iteration 42Q: 3 clusters Score -845809.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -845824.937500 Penalty: 3091.303711
	Iteration 43Q: 3 clusters Score -845824.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -845845.750000 Penalty: 3091.303711
	Iteration 44Q: 3 clusters Score -845845.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -845863.250000 Penalty: 3091.303711
	Iteration 45Q: 3 clusters Score -845863.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -845881.500000 Penalty: 3091.303711
	Iteration 46Q: 3 clusters Score -845881.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -845900.187500 Penalty: 3091.303711
	Iteration 47Q: 3 clusters Score -845900.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -845915.562500 Penalty: 3091.303711
	Iteration 48Q: 3 clusters Score -845915.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -845935.812500 Penalty: 3091.303711
	Iteration 49Q: 3 clusters Score -845935.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -845948.250000 Penalty: 3091.303711
	Iteration 50Q: 3 clusters Score -845948.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -845962.875000 Penalty: 3091.303711
	Iteration 51Q: 3 clusters Score -845962.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -845976.750000 Penalty: 3091.303711
	Iteration 52Q: 3 clusters Score -845976.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -845990.687500 Penalty: 3091.303711
	Iteration 53Q: 3 clusters Score -845990.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -845999.562500 Penalty: 3091.303711
	Iteration 54Q: 3 clusters Score -845999.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -846006.062500 Penalty: 3091.303711
	Iteration 55Q: 3 clusters Score -846006.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -846012.250000 Penalty: 3091.303711
	Iteration 56Q: 3 clusters Score -846012.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -846019.125000 Penalty: 3091.303711
	Iteration 57Q: 3 clusters Score -846019.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -846029.250000 Penalty: 3091.303711
	Iteration 58Q: 3 clusters Score -846029.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -846043.312500 Penalty: 3091.303711
	Iteration 59Q: 3 clusters Score -846043.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -846055.500000 Penalty: 3091.303711
	Iteration 60F: 3 clusters Score -846055.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -846069.625000 Penalty: 3091.303711
	Iteration 61Q: 3 clusters Score -846069.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -846082.062500 Penalty: 3091.303711
	Iteration 62Q: 3 clusters Score -846082.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -846095.437500 Penalty: 3091.303711
	Iteration 63Q: 3 clusters Score -846095.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -846108.062500 Penalty: 3091.303711
	Iteration 64Q: 3 clusters Score -846108.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -846117.687500 Penalty: 3091.303711
	Iteration 65Q: 3 clusters Score -846117.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -846136.125000 Penalty: 3091.303711
	Iteration 66Q: 3 clusters Score -846136.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -846151.812500 Penalty: 3091.303711
	Iteration 67Q: 3 clusters Score -846151.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -846175.125000 Penalty: 3091.303711
	Iteration 68Q: 3 clusters Score -846175.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -846202.000000 Penalty: 3091.303711
	Iteration 69Q: 3 clusters Score -846202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -846220.562500 Penalty: 3091.303711
	Iteration 70Q: 3 clusters Score -846220.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -846236.125000 Penalty: 3091.303711
	Iteration 71Q: 3 clusters Score -846236.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -846246.875000 Penalty: 3091.303711
	Iteration 72Q: 3 clusters Score -846246.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -846259.437500 Penalty: 3091.303711
	Iteration 73Q: 3 clusters Score -846259.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -846270.500000 Penalty: 3091.303711
	Iteration 74Q: 3 clusters Score -846270.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -846283.687500 Penalty: 3091.303711
	Iteration 75Q: 3 clusters Score -846283.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -846293.812500 Penalty: 3091.303711
	Iteration 76Q: 3 clusters Score -846293.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -846302.937500 Penalty: 3091.303711
	Iteration 77Q: 3 clusters Score -846302.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -846315.187500 Penalty: 3091.303711
	Iteration 78Q: 3 clusters Score -846315.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -846327.437500 Penalty: 3091.303711
	Iteration 79Q: 3 clusters Score -846327.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -846341.062500 Penalty: 3091.303711
	Iteration 80F: 3 clusters Score -846341.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -846359.562500 Penalty: 3091.303711
	Iteration 81Q: 3 clusters Score -846359.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -846366.500000 Penalty: 3091.303711
	Iteration 82Q: 3 clusters Score -846366.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -846379.187500 Penalty: 3091.303711
	Iteration 83Q: 3 clusters Score -846379.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -846385.937500 Penalty: 3091.303711
	Iteration 84Q: 3 clusters Score -846385.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -846398.625000 Penalty: 3091.303711
	Iteration 85Q: 3 clusters Score -846398.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -846408.812500 Penalty: 3091.303711
	Iteration 86Q: 3 clusters Score -846408.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -846421.062500 Penalty: 3091.303711
	Iteration 87Q: 3 clusters Score -846421.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -846438.437500 Penalty: 3091.303711
	Iteration 88Q: 3 clusters Score -846438.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -846454.437500 Penalty: 3091.303711
	Iteration 89Q: 3 clusters Score -846454.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -846461.562500 Penalty: 3091.303711
	Iteration 90Q: 3 clusters Score -846461.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -846478.437500 Penalty: 3091.303711
	Iteration 91Q: 3 clusters Score -846478.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -846494.625000 Penalty: 3091.303711
	Iteration 92Q: 3 clusters Score -846494.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -846507.562500 Penalty: 3091.303711
	Iteration 93Q: 3 clusters Score -846507.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -846518.062500 Penalty: 3091.303711
	Iteration 94Q: 3 clusters Score -846518.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -846532.187500 Penalty: 3091.303711
	Iteration 95Q: 3 clusters Score -846532.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -846546.437500 Penalty: 3091.303711
	Iteration 96Q: 3 clusters Score -846546.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -846562.875000 Penalty: 3091.303711
	Iteration 97Q: 3 clusters Score -846562.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -846579.375000 Penalty: 3091.303711
	Iteration 98Q: 3 clusters Score -846579.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -846591.312500 Penalty: 3091.303711
	Iteration 99Q: 3 clusters Score -846591.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -846608.812500 Penalty: 3091.303711
	Iteration 100F: 3 clusters Score -846608.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -846623.812500 Penalty: 3091.303711
	Iteration 101Q: 3 clusters Score -846623.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -846634.000000 Penalty: 3091.303711
	Iteration 102Q: 3 clusters Score -846634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -846646.187500 Penalty: 3091.303711
	Iteration 103Q: 3 clusters Score -846646.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -846656.937500 Penalty: 3091.303711
	Iteration 104Q: 3 clusters Score -846656.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -846666.812500 Penalty: 3091.303711
	Iteration 105Q: 3 clusters Score -846666.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -846677.250000 Penalty: 3091.303711
	Iteration 106Q: 3 clusters Score -846677.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -846683.937500 Penalty: 3091.303711
	Iteration 107Q: 3 clusters Score -846683.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -846692.625000 Penalty: 3091.303711
	Iteration 108Q: 3 clusters Score -846692.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -846698.187500 Penalty: 3091.303711
	Iteration 109Q: 3 clusters Score -846698.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -846706.687500 Penalty: 3091.303711
	Iteration 110Q: 3 clusters Score -846706.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -846716.937500 Penalty: 3091.303711
	Iteration 111Q: 3 clusters Score -846716.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -846727.625000 Penalty: 3091.303711
	Iteration 112Q: 3 clusters Score -846727.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -846737.750000 Penalty: 3091.303711
	Iteration 113Q: 3 clusters Score -846737.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -846742.062500 Penalty: 3091.303711
	Iteration 114Q: 3 clusters Score -846742.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -846746.562500 Penalty: 3091.303711
	Iteration 115Q: 3 clusters Score -846746.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -846749.937500 Penalty: 3091.303711
	Iteration 116Q: 3 clusters Score -846749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -846751.750000 Penalty: 3091.303711
	Iteration 117Q: 3 clusters Score -846751.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -846755.625000 Penalty: 3091.303711
	Iteration 118Q: 3 clusters Score -846755.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -846760.750000 Penalty: 3091.303711
	Iteration 119Q: 3 clusters Score -846760.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -846759.500000 Penalty: 3091.303711
	Iteration 120F: 3 clusters Score -846759.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -846763.125000 Penalty: 3091.303711
	Iteration 121Q: 3 clusters Score -846763.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -846765.062500 Penalty: 3091.303711
	Iteration 122Q: 3 clusters Score -846765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -846766.125000 Penalty: 3091.303711
	Iteration 123Q: 3 clusters Score -846766.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -846774.250000 Penalty: 3091.303711
	Iteration 124Q: 3 clusters Score -846774.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -846781.687500 Penalty: 3091.303711
	Iteration 125Q: 3 clusters Score -846781.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -846787.375000 Penalty: 3091.303711
	Iteration 126Q: 3 clusters Score -846787.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -846793.625000 Penalty: 3091.303711
	Iteration 127Q: 3 clusters Score -846793.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -846800.625000 Penalty: 3091.303711
	Iteration 128Q: 3 clusters Score -846800.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -846810.125000 Penalty: 3091.303711
	Iteration 129Q: 3 clusters Score -846810.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -846815.875000 Penalty: 3091.303711
	Iteration 130Q: 3 clusters Score -846815.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -846828.062500 Penalty: 3091.303711
	Iteration 131Q: 3 clusters Score -846828.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -846838.750000 Penalty: 3091.303711
	Iteration 132Q: 3 clusters Score -846838.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -846846.625000 Penalty: 3091.303711
	Iteration 133Q: 3 clusters Score -846846.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -846856.250000 Penalty: 3091.303711
	Iteration 134Q: 3 clusters Score -846856.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -846856.500000 Penalty: 3091.303711
	Iteration 135Q: 3 clusters Score -846856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -846859.250000 Penalty: 3091.303711
	Iteration 136Q: 3 clusters Score -846859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -846861.687500 Penalty: 3091.303711
	Iteration 137Q: 3 clusters Score -846861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -846862.937500 Penalty: 3091.303711
	Iteration 138Q: 3 clusters Score -846862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -846865.312500 Penalty: 3091.303711
	Iteration 139Q: 3 clusters Score -846865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -846867.000000 Penalty: 3091.303711
	Iteration 140F: 3 clusters Score -846867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -846868.562500 Penalty: 3091.303711
	Iteration 141Q: 3 clusters Score -846868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -846867.687500 Penalty: 3091.303711
	Iteration 142Q: 3 clusters Score -846867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -846871.187500 Penalty: 3091.303711
	Iteration 143Q: 3 clusters Score -846871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -846873.312500 Penalty: 3091.303711
	Iteration 144Q: 3 clusters Score -846873.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -846875.187500 Penalty: 3091.303711
	Iteration 145Q: 3 clusters Score -846875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -846874.250000 Penalty: 3091.303711
	Iteration 146Q: 3 clusters Score -846874.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -846874.250000 Penalty: 3091.303711
	Iteration 147F: 3 clusters Score -846874.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Entering Unmasked Estep 
Score: -310952.812500 Penalty: 1384.401001
	Iteration 0F: 2 clusters Score -310952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -306919.718750 Penalty: 2768.802002
	Iteration 0F: 3 clusters Score -306919.7 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -308049.250000 Penalty: 2768.802002
	Iteration 1F: 3 clusters Score -308049.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -308244.750000 Penalty: 2768.802002
	Iteration 2F: 3 clusters Score -308244.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -308397.062500 Penalty: 2768.802002
	Iteration 3F: 3 clusters Score -308397.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -308509.468750 Penalty: 2768.802002
	Iteration 4Q: 3 clusters Score -308509.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -308604.281250 Penalty: 2768.802002
	Iteration 5Q: 3 clusters Score -308604.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -308691.093750 Penalty: 2768.802002
	Iteration 6Q: 3 clusters Score -308691.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -308763.375000 Penalty: 2768.802002
	Iteration 7Q: 3 clusters Score -308763.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -308835.343750 Penalty: 2768.802002
	Iteration 8Q: 3 clusters Score -308835.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -308912.406250 Penalty: 2768.802002
	Iteration 9Q: 3 clusters Score -308912.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -308994.968750 Penalty: 2768.802002
	Iteration 10Q: 3 clusters Score -308995 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -309083.000000 Penalty: 2768.802002
	Iteration 11Q: 3 clusters Score -309083 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -309158.656250 Penalty: 2768.802002
	Iteration 12Q: 3 clusters Score -309158.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -309230.875000 Penalty: 2768.802002
	Iteration 13Q: 3 clusters Score -309230.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -309290.093750 Penalty: 2768.802002
	Iteration 14Q: 3 clusters Score -309290.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -309337.031250 Penalty: 2768.802002
	Iteration 15Q: 3 clusters Score -309337 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -309374.281250 Penalty: 2768.802002
	Iteration 16Q: 3 clusters Score -309374.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -309402.843750 Penalty: 2768.802002
	Iteration 17Q: 3 clusters Score -309402.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -309424.500000 Penalty: 2768.802002
	Iteration 18Q: 3 clusters Score -309424.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -309439.906250 Penalty: 2768.802002
	Iteration 19Q: 3 clusters Score -309439.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -309453.531250 Penalty: 2768.802002
	Iteration 20F: 3 clusters Score -309453.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -309464.937500 Penalty: 2768.802002
	Iteration 21Q: 3 clusters Score -309464.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -309475.531250 Penalty: 2768.802002
	Iteration 22Q: 3 clusters Score -309475.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -309486.875000 Penalty: 2768.802002
	Iteration 23Q: 3 clusters Score -309486.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -309497.125000 Penalty: 2768.802002
	Iteration 24Q: 3 clusters Score -309497.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -309504.187500 Penalty: 2768.802002
	Iteration 25Q: 3 clusters Score -309504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -309509.281250 Penalty: 2768.802002
	Iteration 26Q: 3 clusters Score -309509.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -309511.968750 Penalty: 2768.802002
	Iteration 27Q: 3 clusters Score -309512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -309515.062500 Penalty: 2768.802002
	Iteration 28Q: 3 clusters Score -309515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -309517.343750 Penalty: 2768.802002
	Iteration 29Q: 3 clusters Score -309517.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -309523.000000 Penalty: 2768.802002
	Iteration 30Q: 3 clusters Score -309523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -309526.781250 Penalty: 2768.802002
	Iteration 31Q: 3 clusters Score -309526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -309530.656250 Penalty: 2768.802002
	Iteration 32Q: 3 clusters Score -309530.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -309534.843750 Penalty: 2768.802002
	Iteration 33Q: 3 clusters Score -309534.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -309537.875000 Penalty: 2768.802002
	Iteration 34Q: 3 clusters Score -309537.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -309544.187500 Penalty: 2768.802002
	Iteration 35Q: 3 clusters Score -309544.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -309549.906250 Penalty: 2768.802002
	Iteration 36Q: 3 clusters Score -309549.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -309554.062500 Penalty: 2768.802002
	Iteration 37Q: 3 clusters Score -309554.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -309559.750000 Penalty: 2768.802002
	Iteration 38Q: 3 clusters Score -309559.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -309564.750000 Penalty: 2768.802002
	Iteration 39Q: 3 clusters Score -309564.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -309567.968750 Penalty: 2768.802002
	Iteration 40F: 3 clusters Score -309568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -309571.000000 Penalty: 2768.802002
	Iteration 41Q: 3 clusters Score -309571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -309573.593750 Penalty: 2768.802002
	Iteration 42Q: 3 clusters Score -309573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -309578.031250 Penalty: 2768.802002
	Iteration 43Q: 3 clusters Score -309578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -309578.937500 Penalty: 2768.802002
	Iteration 44Q: 3 clusters Score -309578.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -309582.125000 Penalty: 2768.802002
	Iteration 45Q: 3 clusters Score -309582.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -309585.093750 Penalty: 2768.802002
	Iteration 46Q: 3 clusters Score -309585.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -309590.656250 Penalty: 2768.802002
	Iteration 47Q: 3 clusters Score -309590.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -309593.500000 Penalty: 2768.802002
	Iteration 48Q: 3 clusters Score -309593.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -309597.875000 Penalty: 2768.802002
	Iteration 49Q: 3 clusters Score -309597.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -309602.468750 Penalty: 2768.802002
	Iteration 50Q: 3 clusters Score -309602.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -309606.437500 Penalty: 2768.802002
	Iteration 51Q: 3 clusters Score -309606.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -309608.312500 Penalty: 2768.802002
	Iteration 52Q: 3 clusters Score -309608.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -309609.781250 Penalty: 2768.802002
	Iteration 53Q: 3 clusters Score -309609.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -309610.718750 Penalty: 2768.802002
	Iteration 54Q: 3 clusters Score -309610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -309611.343750 Penalty: 2768.802002
	Iteration 55Q: 3 clusters Score -309611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -309613.593750 Penalty: 2768.802002
	Iteration 56Q: 3 clusters Score -309613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -309615.718750 Penalty: 2768.802002
	Iteration 57Q: 3 clusters Score -309615.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -309618.343750 Penalty: 2768.802002
	Iteration 58Q: 3 clusters Score -309618.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -309619.812500 Penalty: 2768.802002
	Iteration 59Q: 3 clusters Score -309619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -309621.687500 Penalty: 2768.802002
	Iteration 60F: 3 clusters Score -309621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -309623.812500 Penalty: 2768.802002
	Iteration 61Q: 3 clusters Score -309623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -309624.812500 Penalty: 2768.802002
	Iteration 62Q: 3 clusters Score -309624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -309627.906250 Penalty: 2768.802002
	Iteration 63Q: 3 clusters Score -309627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -309629.406250 Penalty: 2768.802002
	Iteration 64Q: 3 clusters Score -309629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -309631.718750 Penalty: 2768.802002
	Iteration 65Q: 3 clusters Score -309631.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -309635.437500 Penalty: 2768.802002
	Iteration 66Q: 3 clusters Score -309635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -309639.312500 Penalty: 2768.802002
	Iteration 67Q: 3 clusters Score -309639.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -309641.718750 Penalty: 2768.802002
	Iteration 68Q: 3 clusters Score -309641.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -309644.718750 Penalty: 2768.802002
	Iteration 69Q: 3 clusters Score -309644.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -309649.250000 Penalty: 2768.802002
	Iteration 70Q: 3 clusters Score -309649.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -309652.875000 Penalty: 2768.802002
	Iteration 71Q: 3 clusters Score -309652.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -309655.968750 Penalty: 2768.802002
	Iteration 72Q: 3 clusters Score -309656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -309659.187500 Penalty: 2768.802002
	Iteration 73Q: 3 clusters Score -309659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -309663.593750 Penalty: 2768.802002
	Iteration 74Q: 3 clusters Score -309663.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -309667.375000 Penalty: 2768.802002
	Iteration 75Q: 3 clusters Score -309667.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -309669.062500 Penalty: 2768.802002
	Iteration 76Q: 3 clusters Score -309669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -309670.937500 Penalty: 2768.802002
	Iteration 77Q: 3 clusters Score -309670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -309673.843750 Penalty: 2768.802002
	Iteration 78Q: 3 clusters Score -309673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -309675.593750 Penalty: 2768.802002
	Iteration 79Q: 3 clusters Score -309675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -309676.437500 Penalty: 2768.802002
	Iteration 80F: 3 clusters Score -309676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -309677.343750 Penalty: 2768.802002
	Iteration 81Q: 3 clusters Score -309677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -309678.843750 Penalty: 2768.802002
	Iteration 82Q: 3 clusters Score -309678.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -309679.406250 Penalty: 2768.802002
	Iteration 83Q: 3 clusters Score -309679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -309678.937500 Penalty: 2768.802002
	Iteration 84Q: 3 clusters Score -309678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -309678.937500 Penalty: 2768.802002
	Iteration 85F: 3 clusters Score -309678.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -273946.781250 Penalty: 1381.653809
	Iteration 0F: 2 clusters Score -273946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -270072.781250 Penalty: 2763.307617
	Iteration 0F: 3 clusters Score -270072.8 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -271339.312500 Penalty: 2763.307617
	Iteration 1F: 3 clusters Score -271339.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -271652.625000 Penalty: 2763.307617
	Iteration 2F: 3 clusters Score -271652.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -271907.406250 Penalty: 2763.307617
	Iteration 3F: 3 clusters Score -271907.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -272132.375000 Penalty: 2763.307617
	Iteration 4F: 3 clusters Score -272132.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -272337.343750 Penalty: 2763.307617
	Iteration 5F: 3 clusters Score -272337.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -272483.031250 Penalty: 2763.307617
	Iteration 6Q: 3 clusters Score -272483 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -272603.250000 Penalty: 2763.307617
	Iteration 7Q: 3 clusters Score -272603.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -272692.937500 Penalty: 2763.307617
	Iteration 8Q: 3 clusters Score -272692.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -272769.875000 Penalty: 2763.307617
	Iteration 9Q: 3 clusters Score -272769.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -272824.312500 Penalty: 2763.307617
	Iteration 10Q: 3 clusters Score -272824.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -272874.718750 Penalty: 2763.307617
	Iteration 11Q: 3 clusters Score -272874.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -272915.062500 Penalty: 2763.307617
	Iteration 12Q: 3 clusters Score -272915.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -272940.968750 Penalty: 2763.307617
	Iteration 13Q: 3 clusters Score -272941 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -272964.000000 Penalty: 2763.307617
	Iteration 14Q: 3 clusters Score -272964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -272984.156250 Penalty: 2763.307617
	Iteration 15Q: 3 clusters Score -272984.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -273006.687500 Penalty: 2763.307617
	Iteration 16Q: 3 clusters Score -273006.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -273026.281250 Penalty: 2763.307617
	Iteration 17Q: 3 clusters Score -273026.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -273039.343750 Penalty: 2763.307617
	Iteration 18Q: 3 clusters Score -273039.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -273049.093750 Penalty: 2763.307617
	Iteration 19Q: 3 clusters Score -273049.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -273062.625000 Penalty: 2763.307617
	Iteration 20F: 3 clusters Score -273062.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -273076.437500 Penalty: 2763.307617
	Iteration 21Q: 3 clusters Score -273076.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -273086.781250 Penalty: 2763.307617
	Iteration 22Q: 3 clusters Score -273086.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -273094.812500 Penalty: 2763.307617
	Iteration 23Q: 3 clusters Score -273094.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -273101.218750 Penalty: 2763.307617
	Iteration 24Q: 3 clusters Score -273101.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -273107.968750 Penalty: 2763.307617
	Iteration 25Q: 3 clusters Score -273108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -273112.687500 Penalty: 2763.307617
	Iteration 26Q: 3 clusters Score -273112.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -273118.750000 Penalty: 2763.307617
	Iteration 27Q: 3 clusters Score -273118.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -273125.843750 Penalty: 2763.307617
	Iteration 28Q: 3 clusters Score -273125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -273132.875000 Penalty: 2763.307617
	Iteration 29Q: 3 clusters Score -273132.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -273150.750000 Penalty: 2763.307617
	Iteration 30Q: 3 clusters Score -273150.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -273169.843750 Penalty: 2763.307617
	Iteration 31Q: 3 clusters Score -273169.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -273186.593750 Penalty: 2763.307617
	Iteration 32Q: 3 clusters Score -273186.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -273195.437500 Penalty: 2763.307617
	Iteration 33Q: 3 clusters Score -273195.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -273202.562500 Penalty: 2763.307617
	Iteration 34Q: 3 clusters Score -273202.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -273207.500000 Penalty: 2763.307617
	Iteration 35Q: 3 clusters Score -273207.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -273212.281250 Penalty: 2763.307617
	Iteration 36Q: 3 clusters Score -273212.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -273215.250000 Penalty: 2763.307617
	Iteration 37Q: 3 clusters Score -273215.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -273218.375000 Penalty: 2763.307617
	Iteration 38Q: 3 clusters Score -273218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -273224.062500 Penalty: 2763.307617
	Iteration 39Q: 3 clusters Score -273224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -273228.125000 Penalty: 2763.307617
	Iteration 40F: 3 clusters Score -273228.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -273230.937500 Penalty: 2763.307617
	Iteration 41Q: 3 clusters Score -273230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -273232.000000 Penalty: 2763.307617
	Iteration 42Q: 3 clusters Score -273232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -273232.750000 Penalty: 2763.307617
	Iteration 43Q: 3 clusters Score -273232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -273232.750000 Penalty: 2763.307617
	Iteration 44F: 3 clusters Score -273232.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -250620.265625 Penalty: 1356.560425
	Iteration 0F: 2 clusters Score -250620.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -247130.968750 Penalty: 2713.120850
	Iteration 0F: 3 clusters Score -247131 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -248048.390625 Penalty: 2713.120850
	Iteration 1F: 3 clusters Score -248048.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -248230.890625 Penalty: 2713.120850
	Iteration 2F: 3 clusters Score -248230.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -248388.218750 Penalty: 2713.120850
	Iteration 3F: 3 clusters Score -248388.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -248604.718750 Penalty: 2713.120850
	Iteration 4F: 3 clusters Score -248604.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -248853.234375 Penalty: 2713.120850
	Iteration 5F: 3 clusters Score -248853.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -249139.593750 Penalty: 2713.120850
	Iteration 6F: 3 clusters Score -249139.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -249390.640625 Penalty: 2713.120850
	Iteration 7F: 3 clusters Score -249390.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -249578.796875 Penalty: 2713.120850
	Iteration 8Q: 3 clusters Score -249578.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -249736.078125 Penalty: 2713.120850
	Iteration 9Q: 3 clusters Score -249736.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -249855.421875 Penalty: 2713.120850
	Iteration 10Q: 3 clusters Score -249855.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -249942.390625 Penalty: 2713.120850
	Iteration 11Q: 3 clusters Score -249942.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -249997.000000 Penalty: 2713.120850
	Iteration 12Q: 3 clusters Score -249997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -250042.390625 Penalty: 2713.120850
	Iteration 13Q: 3 clusters Score -250042.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -250072.437500 Penalty: 2713.120850
	Iteration 14Q: 3 clusters Score -250072.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -250093.921875 Penalty: 2713.120850
	Iteration 15Q: 3 clusters Score -250093.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -250108.796875 Penalty: 2713.120850
	Iteration 16Q: 3 clusters Score -250108.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -250118.796875 Penalty: 2713.120850
	Iteration 17Q: 3 clusters Score -250118.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -250125.046875 Penalty: 2713.120850
	Iteration 18Q: 3 clusters Score -250125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -250127.046875 Penalty: 2713.120850
	Iteration 19Q: 3 clusters Score -250127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -250127.156250 Penalty: 2713.120850
	Iteration 20F: 3 clusters Score -250127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -250128.406250 Penalty: 2713.120850
	Iteration 21Q: 3 clusters Score -250128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -250128.875000 Penalty: 2713.120850
	Iteration 22Q: 3 clusters Score -250128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -250129.375000 Penalty: 2713.120850
	Iteration 23Q: 3 clusters Score -250129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -250130.390625 Penalty: 2713.120850
	Iteration 24Q: 3 clusters Score -250130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -250131.703125 Penalty: 2713.120850
	Iteration 25Q: 3 clusters Score -250131.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -250132.390625 Penalty: 2713.120850
	Iteration 26Q: 3 clusters Score -250132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -250132.843750 Penalty: 2713.120850
	Iteration 27Q: 3 clusters Score -250132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -250133.484375 Penalty: 2713.120850
	Iteration 28Q: 3 clusters Score -250133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -250133.812500 Penalty: 2713.120850
	Iteration 29Q: 3 clusters Score -250133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -250133.812500 Penalty: 2713.120850
	Iteration 30F: 3 clusters Score -250133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Entering Unmasked Estep 
Score: -484027.718750 Penalty: 1461.391602
	Iteration 0F: 2 clusters Score -484027.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -478159.437500 Penalty: 2922.783203
	Iteration 0F: 3 clusters Score -478159.4 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -480058.562500 Penalty: 2922.783203
	Iteration 1F: 3 clusters Score -480058.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -480343.531250 Penalty: 2922.783203
	Iteration 2F: 3 clusters Score -480343.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -480602.031250 Penalty: 2922.783203
	Iteration 3F: 3 clusters Score -480602 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -480872.281250 Penalty: 2922.783203
	Iteration 4F: 3 clusters Score -480872.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -481144.312500 Penalty: 2922.783203
	Iteration 5F: 3 clusters Score -481144.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -481431.687500 Penalty: 2922.783203
	Iteration 6F: 3 clusters Score -481431.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -481757.437500 Penalty: 2922.783203
	Iteration 7Q: 3 clusters Score -481757.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -482081.468750 Penalty: 2922.783203
	Iteration 8Q: 3 clusters Score -482081.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -482363.625000 Penalty: 2922.783203
	Iteration 9Q: 3 clusters Score -482363.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -482559.937500 Penalty: 2922.783203
	Iteration 10Q: 3 clusters Score -482559.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -482695.625000 Penalty: 2922.783203
	Iteration 11Q: 3 clusters Score -482695.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -482783.437500 Penalty: 2922.783203
	Iteration 12Q: 3 clusters Score -482783.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -482851.000000 Penalty: 2922.783203
	Iteration 13Q: 3 clusters Score -482851 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -482903.187500 Penalty: 2922.783203
	Iteration 14Q: 3 clusters Score -482903.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -482950.312500 Penalty: 2922.783203
	Iteration 15Q: 3 clusters Score -482950.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -482989.406250 Penalty: 2922.783203
	Iteration 16Q: 3 clusters Score -482989.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -483019.937500 Penalty: 2922.783203
	Iteration 17Q: 3 clusters Score -483019.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -483044.781250 Penalty: 2922.783203
	Iteration 18Q: 3 clusters Score -483044.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -483062.750000 Penalty: 2922.783203
	Iteration 19Q: 3 clusters Score -483062.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -483073.750000 Penalty: 2922.783203
	Iteration 20F: 3 clusters Score -483073.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -483079.812500 Penalty: 2922.783203
	Iteration 21Q: 3 clusters Score -483079.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -483084.437500 Penalty: 2922.783203
	Iteration 22Q: 3 clusters Score -483084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -483087.187500 Penalty: 2922.783203
	Iteration 23Q: 3 clusters Score -483087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -483088.343750 Penalty: 2922.783203
	Iteration 24Q: 3 clusters Score -483088.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -483093.093750 Penalty: 2922.783203
	Iteration 25Q: 3 clusters Score -483093.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -483096.656250 Penalty: 2922.783203
	Iteration 26Q: 3 clusters Score -483096.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -483098.531250 Penalty: 2922.783203
	Iteration 27Q: 3 clusters Score -483098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -483099.937500 Penalty: 2922.783203
	Iteration 28Q: 3 clusters Score -483099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -483100.000000 Penalty: 2922.783203
	Iteration 29Q: 3 clusters Score -483100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -483099.687500 Penalty: 2922.783203
	Iteration 30Q: 3 clusters Score -483099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -483101.156250 Penalty: 2922.783203
	Iteration 31Q: 3 clusters Score -483101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -483101.156250 Penalty: 2922.783203
	Iteration 32F: 3 clusters Score -483101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Entering Unmasked Estep 
Score: -1703351.875000 Penalty: 1660.075562
	Iteration 0F: 2 clusters Score -1703352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1684949.125000 Penalty: 3320.151123
	Iteration 0F: 3 clusters Score -1684949 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1691744.375000 Penalty: 3320.151123
	Iteration 1F: 3 clusters Score -1691744 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1692149.125000 Penalty: 3320.151123
	Iteration 2Q: 3 clusters Score -1692149 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1692539.500000 Penalty: 3320.151123
	Iteration 3Q: 3 clusters Score -1692540 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1692908.500000 Penalty: 3320.151123
	Iteration 4Q: 3 clusters Score -1692908 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1693299.875000 Penalty: 3320.151123
	Iteration 5Q: 3 clusters Score -1693300 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1693726.125000 Penalty: 3320.151123
	Iteration 6Q: 3 clusters Score -1693726 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1694217.125000 Penalty: 3320.151123
	Iteration 7Q: 3 clusters Score -1694217 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1694820.875000 Penalty: 3320.151123
	Iteration 8Q: 3 clusters Score -1694821 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1695483.500000 Penalty: 3320.151123
	Iteration 9Q: 3 clusters Score -1695484 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1696127.625000 Penalty: 3320.151123
	Iteration 10Q: 3 clusters Score -1696128 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1696698.875000 Penalty: 3320.151123
	Iteration 11Q: 3 clusters Score -1696699 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1697220.250000 Penalty: 3320.151123
	Iteration 12Q: 3 clusters Score -1697220 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1697676.750000 Penalty: 3320.151123
	Iteration 13Q: 3 clusters Score -1697677 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1698035.500000 Penalty: 3320.151123
	Iteration 14Q: 3 clusters Score -1698036 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1698234.000000 Penalty: 3320.151123
	Iteration 15Q: 3 clusters Score -1698234 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1698352.875000 Penalty: 3320.151123
	Iteration 16Q: 3 clusters Score -1698353 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1698420.000000 Penalty: 3320.151123
	Iteration 17Q: 3 clusters Score -1698420 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1698463.250000 Penalty: 3320.151123
	Iteration 18Q: 3 clusters Score -1698463 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1698493.750000 Penalty: 3320.151123
	Iteration 19Q: 3 clusters Score -1698494 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1698519.500000 Penalty: 3320.151123
	Iteration 20F: 3 clusters Score -1698520 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1698549.500000 Penalty: 3320.151123
	Iteration 21Q: 3 clusters Score -1698550 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1698572.250000 Penalty: 3320.151123
	Iteration 22Q: 3 clusters Score -1698572 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1698590.375000 Penalty: 3320.151123
	Iteration 23Q: 3 clusters Score -1698590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1698609.625000 Penalty: 3320.151123
	Iteration 24Q: 3 clusters Score -1698610 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1698625.375000 Penalty: 3320.151123
	Iteration 25Q: 3 clusters Score -1698625 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1698638.250000 Penalty: 3320.151123
	Iteration 26Q: 3 clusters Score -1698638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1698646 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1698664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1698670 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1698691 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1698700 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1698716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1698748 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1698763 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1698787 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1698810 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1698836 nChanged 151
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Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1698859 nChanged 163
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Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1698873 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1698894 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1698924 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1698950 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1698982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1699016 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1699044 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1699066 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1699106 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1699148 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1699187 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1699234 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1699290 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1699348 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1699398 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1699480 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1699552 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1699641 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1699714 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1699780 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1699860 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1699942 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1700022 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 6213 members 
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	Iteration 62Q: 3 clusters Score -1700089 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 5968 members 
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	Iteration 63Q: 3 clusters Score -1700148 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 5710 members 
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	Iteration 64Q: 3 clusters Score -1700218 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1700294 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1700367 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1700432 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 4742 members 
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	Iteration 68Q: 3 clusters Score -1700493 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1700558 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1700639.000000 Penalty: 3320.151123
	Iteration 70Q: 3 clusters Score -1700639 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1700701 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1700774 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1700844 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1700912 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1700977 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1701014 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1701062.500000 Penalty: 3320.151123
	Iteration 77Q: 3 clusters Score -1701062 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1701093 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1701139.750000 Penalty: 3320.151123
	Iteration 79Q: 3 clusters Score -1701140 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1701194.375000 Penalty: 3320.151123
	Iteration 80F: 3 clusters Score -1701194 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1701250.625000 Penalty: 3320.151123
	Iteration 81Q: 3 clusters Score -1701251 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1701324.875000 Penalty: 3320.151123
	Iteration 82Q: 3 clusters Score -1701325 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1701382.875000 Penalty: 3320.151123
	Iteration 83Q: 3 clusters Score -1701383 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1701446.625000 Penalty: 3320.151123
	Iteration 84Q: 3 clusters Score -1701447 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1701490.625000 Penalty: 3320.151123
	Iteration 85Q: 3 clusters Score -1701491 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1701527.875000 Penalty: 3320.151123
	Iteration 86Q: 3 clusters Score -1701528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1701560.000000 Penalty: 3320.151123
	Iteration 87Q: 3 clusters Score -1701560 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1701596.875000 Penalty: 3320.151123
	Iteration 88Q: 3 clusters Score -1701597 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1701637.500000 Penalty: 3320.151123
	Iteration 89Q: 3 clusters Score -1701638 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1701672.375000 Penalty: 3320.151123
	Iteration 90Q: 3 clusters Score -1701672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1701702 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1701732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1701759.500000 Penalty: 3320.151123
	Iteration 93Q: 3 clusters Score -1701760 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1701773.375000 Penalty: 3320.151123
	Iteration 94Q: 3 clusters Score -1701773 nChanged 42
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Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1701790 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1701798 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1701811.375000 Penalty: 3320.151123
	Iteration 97Q: 3 clusters Score -1701811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1701819.250000 Penalty: 3320.151123
	Iteration 98Q: 3 clusters Score -1701819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1701826.625000 Penalty: 3320.151123
	Iteration 99Q: 3 clusters Score -1701827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1701837.875000 Penalty: 3320.151123
	Iteration 100F: 3 clusters Score -1701838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1701847.000000 Penalty: 3320.151123
	Iteration 101Q: 3 clusters Score -1701847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1701859.250000 Penalty: 3320.151123
	Iteration 102Q: 3 clusters Score -1701859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1701868.250000 Penalty: 3320.151123
	Iteration 103Q: 3 clusters Score -1701868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1701872.250000 Penalty: 3320.151123
	Iteration 104Q: 3 clusters Score -1701872 nChanged 16
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Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1701880 nChanged 17
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Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 806 members 
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	Iteration 106Q: 3 clusters Score -1701884 nChanged 10
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Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1701889 nChanged 11
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Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1701890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1701895.250000 Penalty: 3320.151123
	Iteration 109Q: 3 clusters Score -1701895 nChanged 12
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Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1701903.750000 Penalty: 3320.151123
	Iteration 110Q: 3 clusters Score -1701904 nChanged 19
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Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1701908.000000 Penalty: 3320.151123
	Iteration 111Q: 3 clusters Score -1701908 nChanged 13
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Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1701911.125000 Penalty: 3320.151123
	Iteration 112Q: 3 clusters Score -1701911 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1701918.250000 Penalty: 3320.151123
	Iteration 113Q: 3 clusters Score -1701918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1701919.500000 Penalty: 3320.151123
	Iteration 114Q: 3 clusters Score -1701920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1701921.250000 Penalty: 3320.151123
	Iteration 115Q: 3 clusters Score -1701921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1701921.875000 Penalty: 3320.151123
	Iteration 116Q: 3 clusters Score -1701922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1701921.000000 Penalty: 3320.151123
	Iteration 117Q: 3 clusters Score -1701921 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1701921 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
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	Iteration 119F: 3 clusters Score -1701921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4670 members 
Entering Unmasked Estep 
Score: -280318.031250 Penalty: 1372.948608
	Iteration 0F: 2 clusters Score -280318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -276558.218750 Penalty: 2745.897217
	Iteration 0F: 3 clusters Score -276558.2 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -277650.281250 Penalty: 2745.897217
	Iteration 1F: 3 clusters Score -277650.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -277937.437500 Penalty: 2745.897217
	Iteration 2F: 3 clusters Score -277937.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -278172.250000 Penalty: 2745.897217
	Iteration 3F: 3 clusters Score -278172.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -278398.468750 Penalty: 2745.897217
	Iteration 4F: 3 clusters Score -278398.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -278600.968750 Penalty: 2745.897217
	Iteration 5F: 3 clusters Score -278601 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -278780.093750 Penalty: 2745.897217
	Iteration 6F: 3 clusters Score -278780.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -278944.656250 Penalty: 2745.897217
	Iteration 7Q: 3 clusters Score -278944.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -279093.718750 Penalty: 2745.897217
	Iteration 8Q: 3 clusters Score -279093.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -279229.093750 Penalty: 2745.897217
	Iteration 9Q: 3 clusters Score -279229.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -279334.625000 Penalty: 2745.897217
	Iteration 10Q: 3 clusters Score -279334.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -279406.093750 Penalty: 2745.897217
	Iteration 11Q: 3 clusters Score -279406.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -279477.375000 Penalty: 2745.897217
	Iteration 12Q: 3 clusters Score -279477.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -279533.906250 Penalty: 2745.897217
	Iteration 13Q: 3 clusters Score -279533.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -279568.812500 Penalty: 2745.897217
	Iteration 14Q: 3 clusters Score -279568.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -279600.531250 Penalty: 2745.897217
	Iteration 15Q: 3 clusters Score -279600.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -279631.375000 Penalty: 2745.897217
	Iteration 16Q: 3 clusters Score -279631.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -279657.593750 Penalty: 2745.897217
	Iteration 17Q: 3 clusters Score -279657.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -279682.250000 Penalty: 2745.897217
	Iteration 18Q: 3 clusters Score -279682.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -279704.937500 Penalty: 2745.897217
	Iteration 19Q: 3 clusters Score -279704.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -279721.906250 Penalty: 2745.897217
	Iteration 20F: 3 clusters Score -279721.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -279734.031250 Penalty: 2745.897217
	Iteration 21Q: 3 clusters Score -279734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -279746.218750 Penalty: 2745.897217
	Iteration 22Q: 3 clusters Score -279746.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -279755.156250 Penalty: 2745.897217
	Iteration 23Q: 3 clusters Score -279755.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -279765.406250 Penalty: 2745.897217
	Iteration 24Q: 3 clusters Score -279765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -279770.000000 Penalty: 2745.897217
	Iteration 25Q: 3 clusters Score -279770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -279771.375000 Penalty: 2745.897217
	Iteration 26Q: 3 clusters Score -279771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -279776.875000 Penalty: 2745.897217
	Iteration 27Q: 3 clusters Score -279776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -279779.718750 Penalty: 2745.897217
	Iteration 28Q: 3 clusters Score -279779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -279781.218750 Penalty: 2745.897217
	Iteration 29Q: 3 clusters Score -279781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -279781.625000 Penalty: 2745.897217
	Iteration 30Q: 3 clusters Score -279781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -279782.437500 Penalty: 2745.897217
	Iteration 31Q: 3 clusters Score -279782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -279782.437500 Penalty: 2745.897217
	Iteration 32F: 3 clusters Score -279782.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Entering Unmasked Estep 
Score: -343487.593750 Penalty: 1408.526001
	Iteration 0F: 2 clusters Score -343487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -338989.500000 Penalty: 2817.052002
	Iteration 0F: 3 clusters Score -338989.5 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -340227.531250 Penalty: 2817.052002
	Iteration 1F: 3 clusters Score -340227.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -340421.625000 Penalty: 2817.052002
	Iteration 2F: 3 clusters Score -340421.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -340566.718750 Penalty: 2817.052002
	Iteration 3F: 3 clusters Score -340566.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -340685.968750 Penalty: 2817.052002
	Iteration 4Q: 3 clusters Score -340686 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -340813.500000 Penalty: 2817.052002
	Iteration 5Q: 3 clusters Score -340813.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -340948.375000 Penalty: 2817.052002
	Iteration 6Q: 3 clusters Score -340948.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -341090.343750 Penalty: 2817.052002
	Iteration 7Q: 3 clusters Score -341090.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -341278.125000 Penalty: 2817.052002
	Iteration 8Q: 3 clusters Score -341278.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -341468.843750 Penalty: 2817.052002
	Iteration 9Q: 3 clusters Score -341468.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -341671.031250 Penalty: 2817.052002
	Iteration 10Q: 3 clusters Score -341671 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -341808.062500 Penalty: 2817.052002
	Iteration 11Q: 3 clusters Score -341808.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -341896.656250 Penalty: 2817.052002
	Iteration 12Q: 3 clusters Score -341896.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -341941.968750 Penalty: 2817.052002
	Iteration 13Q: 3 clusters Score -341942 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -341976.187500 Penalty: 2817.052002
	Iteration 14Q: 3 clusters Score -341976.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -342008.187500 Penalty: 2817.052002
	Iteration 15Q: 3 clusters Score -342008.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -342029.843750 Penalty: 2817.052002
	Iteration 16Q: 3 clusters Score -342029.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -342048.343750 Penalty: 2817.052002
	Iteration 17Q: 3 clusters Score -342048.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -342064.406250 Penalty: 2817.052002
	Iteration 18Q: 3 clusters Score -342064.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -342079.437500 Penalty: 2817.052002
	Iteration 19Q: 3 clusters Score -342079.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -342089.968750 Penalty: 2817.052002
	Iteration 20F: 3 clusters Score -342090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -342101.375000 Penalty: 2817.052002
	Iteration 21Q: 3 clusters Score -342101.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -342110.656250 Penalty: 2817.052002
	Iteration 22Q: 3 clusters Score -342110.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -342116.156250 Penalty: 2817.052002
	Iteration 23Q: 3 clusters Score -342116.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -342118.468750 Penalty: 2817.052002
	Iteration 24Q: 3 clusters Score -342118.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -342121.312500 Penalty: 2817.052002
	Iteration 25Q: 3 clusters Score -342121.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -342123.343750 Penalty: 2817.052002
	Iteration 26Q: 3 clusters Score -342123.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -342126.500000 Penalty: 2817.052002
	Iteration 27Q: 3 clusters Score -342126.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -342130.562500 Penalty: 2817.052002
	Iteration 28Q: 3 clusters Score -342130.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -342134.968750 Penalty: 2817.052002
	Iteration 29Q: 3 clusters Score -342135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -342141.187500 Penalty: 2817.052002
	Iteration 30Q: 3 clusters Score -342141.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -342146.281250 Penalty: 2817.052002
	Iteration 31Q: 3 clusters Score -342146.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -342147.937500 Penalty: 2817.052002
	Iteration 32Q: 3 clusters Score -342147.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -342150.750000 Penalty: 2817.052002
	Iteration 33Q: 3 clusters Score -342150.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -342152.437500 Penalty: 2817.052002
	Iteration 34Q: 3 clusters Score -342152.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -342154.968750 Penalty: 2817.052002
	Iteration 35Q: 3 clusters Score -342155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -342156.218750 Penalty: 2817.052002
	Iteration 36Q: 3 clusters Score -342156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -342158.125000 Penalty: 2817.052002
	Iteration 37Q: 3 clusters Score -342158.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -342160.593750 Penalty: 2817.052002
	Iteration 38Q: 3 clusters Score -342160.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -342161.812500 Penalty: 2817.052002
	Iteration 39Q: 3 clusters Score -342161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -342162.593750 Penalty: 2817.052002
	Iteration 40F: 3 clusters Score -342162.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -342163.375000 Penalty: 2817.052002
	Iteration 41Q: 3 clusters Score -342163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -342164.093750 Penalty: 2817.052002
	Iteration 42Q: 3 clusters Score -342164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -342167.593750 Penalty: 2817.052002
	Iteration 43Q: 3 clusters Score -342167.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -342172.625000 Penalty: 2817.052002
	Iteration 44Q: 3 clusters Score -342172.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -342176.531250 Penalty: 2817.052002
	Iteration 45Q: 3 clusters Score -342176.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -342182.031250 Penalty: 2817.052002
	Iteration 46Q: 3 clusters Score -342182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -342184.406250 Penalty: 2817.052002
	Iteration 47Q: 3 clusters Score -342184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -342184.937500 Penalty: 2817.052002
	Iteration 48Q: 3 clusters Score -342184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -342185.093750 Penalty: 2817.052002
	Iteration 49Q: 3 clusters Score -342185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -342185.218750 Penalty: 2817.052002
	Iteration 50Q: 3 clusters Score -342185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -342185.375000 Penalty: 2817.052002
	Iteration 51Q: 3 clusters Score -342185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -342185.187500 Penalty: 2817.052002
	Iteration 52Q: 3 clusters Score -342185.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -342185.187500 Penalty: 2817.052002
	Iteration 53F: 3 clusters Score -342185.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -120981.398438 Penalty: 1252.105225
	Iteration 0F: 2 clusters Score -120981.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -118733.187500 Penalty: 2504.210449
	Iteration 0F: 3 clusters Score -118733.2 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -119329.710938 Penalty: 2504.210449
	Iteration 1F: 3 clusters Score -119329.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -119486.656250 Penalty: 2504.210449
	Iteration 2F: 3 clusters Score -119486.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -119597.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -119680.156250 Penalty: 2504.210449
	Iteration 4Q: 3 clusters Score -119680.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -119751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -119818.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -119864.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -119904.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -119925.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -119943.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -119963.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -119977.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -120000.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -120024.070312 Penalty: 2504.210449
	Iteration 14Q: 3 clusters Score -120024.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -120041.945312 Penalty: 2504.210449
	Iteration 15Q: 3 clusters Score -120041.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -120057.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -120076.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -120097.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -120120.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -120154.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -120193.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -120236.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -120283.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -120328.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -120355.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -120379.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -120389.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -120398.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -120406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -120409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -120410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
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	Iteration 32F: 3 clusters Score -120410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 9162 members 
Mstep: Class 6 contains 29445 members 
Mstep: Class 7 contains 131311 members 
Mstep: Class 8 contains 37261 members 
Mstep: Class 9 contains 10986 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 16253 members 
Mstep: Class 12 contains 13602 members 
Mstep: Class 13 contains 13517 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 4927 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 8048 members 
Mstep: Class 20 contains 27333 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 2220 members 
Entering Unmasked Estep 
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Iteration 79Q: 23 clusters Score -2.695404e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6735 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 6530 members 
Mstep: Class 5 contains 9106 members 
Mstep: Class 6 contains 29597 members 
Mstep: Class 7 contains 132808 members 
Mstep: Class 8 contains 37319 members 
Mstep: Class 9 contains 11166 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 15717 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 13659 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 4958 members 
Mstep: Class 16 contains 4233 members 
Mstep: Class 17 contains 7941 members 
Mstep: Class 18 contains 107276 members 
Mstep: Class 20 contains 27463 members 
Mstep: Class 21 contains 4671 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 2229 members 
Entering Unmasked Estep 
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Iteration 80F: 23 clusters Score -2.695581e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 5551 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 8997 members 
Mstep: Class 6 contains 29335 members 
Mstep: Class 7 contains 133767 members 
Mstep: Class 8 contains 37308 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1105 members 
Mstep: Class 11 contains 15147 members 
Mstep: Class 12 contains 15270 members 
Mstep: Class 13 contains 13686 members 
Mstep: Class 14 contains 5093 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 4240 members 
Mstep: Class 17 contains 7860 members 
Mstep: Class 18 contains 106712 members 
Mstep: Class 20 contains 27384 members 
Mstep: Class 21 contains 4673 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 2216 members 
Entering Unmasked Estep 
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Iteration 81Q: 23 clusters Score -2.69565e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 8884 members 
Mstep: Class 6 contains 29207 members 
Mstep: Class 7 contains 134631 members 
Mstep: Class 8 contains 37279 members 
Mstep: Class 9 contains 11314 members 
Mstep: Class 10 contains 1108 members 
Mstep: Class 11 contains 14600 members 
Mstep: Class 12 contains 15954 members 
Mstep: Class 13 contains 13687 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 4942 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 7811 members 
Mstep: Class 18 contains 106178 members 
Mstep: Class 20 contains 27288 members 
Mstep: Class 21 contains 4672 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 2209 members 
Entering Unmasked Estep 
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Iteration 82Q: 23 clusters Score -2.695713e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6671 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 8777 members 
Mstep: Class 6 contains 29114 members 
Mstep: Class 7 contains 135382 members 
Mstep: Class 8 contains 37263 members 
Mstep: Class 9 contains 11360 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 14065 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 13668 members 
Mstep: Class 14 contains 5146 members 
Mstep: Class 15 contains 4942 members 
Mstep: Class 16 contains 4259 members 
Mstep: Class 17 contains 7761 members 
Mstep: Class 18 contains 105751 members 
Mstep: Class 20 contains 27194 members 
Mstep: Class 21 contains 4673 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 2198 members 
Entering Unmasked Estep 
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Iteration 83Q: 23 clusters Score -2.695766e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 8688 members 
Mstep: Class 6 contains 29043 members 
Mstep: Class 7 contains 136070 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 11404 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 13517 members 
Mstep: Class 12 contains 17182 members 
Mstep: Class 13 contains 13646 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 4946 members 
Mstep: Class 16 contains 4259 members 
Mstep: Class 17 contains 7740 members 
Mstep: Class 18 contains 105433 members 
Mstep: Class 20 contains 27078 members 
Mstep: Class 21 contains 4676 members 
Mstep: Class 22 contains 5808 members 
Mstep: Class 23 contains 2189 members 
Entering Unmasked Estep 
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Iteration 84Q: 23 clusters Score -2.695796e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5523 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 8602 members 
Mstep: Class 6 contains 28975 members 
Mstep: Class 7 contains 136802 members 
Mstep: Class 8 contains 37210 members 
Mstep: Class 9 contains 11413 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 12948 members 
Mstep: Class 12 contains 17708 members 
Mstep: Class 13 contains 13616 members 
Mstep: Class 14 contains 5199 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 7718 members 
Mstep: Class 18 contains 105168 members 
Mstep: Class 20 contains 26960 members 
Mstep: Class 21 contains 4680 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 2178 members 
Entering Unmasked Estep 
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Iteration 85Q: 23 clusters Score -2.695836e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6654 members 
Mstep: Class 3 contains 5523 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 28921 members 
Mstep: Class 7 contains 137521 members 
Mstep: Class 8 contains 37187 members 
Mstep: Class 9 contains 11407 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 12366 members 
Mstep: Class 12 contains 18147 members 
Mstep: Class 13 contains 13587 members 
Mstep: Class 14 contains 5225 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 7699 members 
Mstep: Class 18 contains 104963 members 
Mstep: Class 20 contains 26850 members 
Mstep: Class 21 contains 4681 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2176 members 
Entering Unmasked Estep 
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Iteration 86Q: 23 clusters Score -2.695865e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 28877 members 
Mstep: Class 7 contains 138227 members 
Mstep: Class 8 contains 37162 members 
Mstep: Class 9 contains 11397 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 11826 members 
Mstep: Class 12 contains 18558 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 5261 members 
Mstep: Class 15 contains 4954 members 
Mstep: Class 16 contains 4276 members 
Mstep: Class 17 contains 7674 members 
Mstep: Class 18 contains 104776 members 
Mstep: Class 20 contains 26730 members 
Mstep: Class 21 contains 4683 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 2169 members 
Entering Unmasked Estep 
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Iteration 87Q: 23 clusters Score -2.695901e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6640 members 
Mstep: Class 3 contains 5519 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 8385 members 
Mstep: Class 6 contains 28854 members 
Mstep: Class 7 contains 138904 members 
Mstep: Class 8 contains 37143 members 
Mstep: Class 9 contains 11357 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 12 contains 18890 members 
Mstep: Class 13 contains 13547 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 7654 members 
Mstep: Class 18 contains 104621 members 
Mstep: Class 20 contains 26615 members 
Mstep: Class 21 contains 4687 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 2163 members 
Entering Unmasked Estep 
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Iteration 88Q: 23 clusters Score -2.695934e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 28833 members 
Mstep: Class 7 contains 139587 members 
Mstep: Class 8 contains 37122 members 
Mstep: Class 9 contains 11326 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 10867 members 
Mstep: Class 12 contains 19177 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 5324 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 4292 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 104483 members 
Mstep: Class 20 contains 26498 members 
Mstep: Class 21 contains 4689 members 
Mstep: Class 22 contains 5816 members 
Mstep: Class 23 contains 2152 members 
Entering Unmasked Estep 
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Iteration 89Q: 23 clusters Score -2.695955e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6630 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 8275 members 
Mstep: Class 6 contains 28821 members 
Mstep: Class 7 contains 140231 members 
Mstep: Class 8 contains 37101 members 
Mstep: Class 9 contains 11285 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 19460 members 
Mstep: Class 13 contains 13494 members 
Mstep: Class 14 contains 5360 members 
Mstep: Class 15 contains 4962 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 7603 members 
Mstep: Class 18 contains 104346 members 
Mstep: Class 20 contains 26378 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 2142 members 
Entering Unmasked Estep 
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Iteration 90Q: 23 clusters Score -2.695981e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6632 members 
Mstep: Class 3 contains 5508 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 28814 members 
Mstep: Class 7 contains 140875 members 
Mstep: Class 8 contains 37079 members 
Mstep: Class 9 contains 11265 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 19707 members 
Mstep: Class 13 contains 13465 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 4966 members 
Mstep: Class 16 contains 4307 members 
Mstep: Class 17 contains 7580 members 
Mstep: Class 18 contains 104227 members 
Mstep: Class 20 contains 26253 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 5823 members 
Mstep: Class 23 contains 2135 members 
Entering Unmasked Estep 
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Iteration 91Q: 23 clusters Score -2.695998e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6632 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 8148 members 
Mstep: Class 6 contains 28808 members 
Mstep: Class 7 contains 141531 members 
Mstep: Class 8 contains 37045 members 
Mstep: Class 9 contains 11240 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 9571 members 
Mstep: Class 12 contains 19939 members 
Mstep: Class 13 contains 13439 members 
Mstep: Class 14 contains 5446 members 
Mstep: Class 15 contains 4967 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 7566 members 
Mstep: Class 18 contains 104128 members 
Mstep: Class 20 contains 26104 members 
Mstep: Class 21 contains 4693 members 
Mstep: Class 22 contains 5822 members 
Mstep: Class 23 contains 2128 members 
Entering Unmasked Estep 
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Iteration 92Q: 23 clusters Score -2.696012e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6632 members 
Mstep: Class 3 contains 5489 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 8086 members 
Mstep: Class 6 contains 28796 members 
Mstep: Class 7 contains 142127 members 
Mstep: Class 8 contains 36974 members 
Mstep: Class 9 contains 11215 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 9199 members 
Mstep: Class 12 contains 20156 members 
Mstep: Class 13 contains 13405 members 
Mstep: Class 14 contains 5492 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 7552 members 
Mstep: Class 18 contains 104044 members 
Mstep: Class 20 contains 25997 members 
Mstep: Class 21 contains 4697 members 
Mstep: Class 22 contains 5823 members 
Mstep: Class 23 contains 2121 members 
Entering Unmasked Estep 
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Iteration 93Q: 23 clusters Score -2.696042e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6631 members 
Mstep: Class 3 contains 5478 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 8031 members 
Mstep: Class 6 contains 28774 members 
Mstep: Class 7 contains 142709 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 20351 members 
Mstep: Class 13 contains 13368 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 7544 members 
Mstep: Class 18 contains 103966 members 
Mstep: Class 20 contains 25907 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 5824 members 
Mstep: Class 23 contains 2116 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -2.69606e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 5474 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 7979 members 
Mstep: Class 6 contains 28753 members 
Mstep: Class 7 contains 143231 members 
Mstep: Class 8 contains 36848 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 8590 members 
Mstep: Class 12 contains 20542 members 
Mstep: Class 13 contains 13315 members 
Mstep: Class 14 contains 5563 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 7538 members 
Mstep: Class 18 contains 103913 members 
Mstep: Class 20 contains 25804 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 5827 members 
Mstep: Class 23 contains 2115 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -2.696063e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 5481 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 7932 members 
Mstep: Class 6 contains 28734 members 
Mstep: Class 7 contains 143706 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 11118 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 8351 members 
Mstep: Class 12 contains 20718 members 
Mstep: Class 13 contains 13287 members 
Mstep: Class 14 contains 5597 members 
Mstep: Class 15 contains 4983 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 7539 members 
Mstep: Class 18 contains 103844 members 
Mstep: Class 20 contains 25714 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 5827 members 
Mstep: Class 23 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26960982.000000 Penalty: 46602.589844
Iteration 96Q: 23 clusters Score -2.696098e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6625 members 
Mstep: Class 3 contains 5483 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 28720 members 
Mstep: Class 7 contains 144116 members 
Mstep: Class 8 contains 36714 members 
Mstep: Class 9 contains 11077 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 20879 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 7542 members 
Mstep: Class 18 contains 103785 members 
Mstep: Class 20 contains 25623 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 5825 members 
Mstep: Class 23 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961038.000000 Penalty: 46602.589844
Iteration 97Q: 23 clusters Score -2.696104e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6623 members 
Mstep: Class 3 contains 5485 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 28714 members 
Mstep: Class 7 contains 144478 members 
Mstep: Class 8 contains 36646 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 8023 members 
Mstep: Class 12 contains 21009 members 
Mstep: Class 13 contains 13239 members 
Mstep: Class 14 contains 5653 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 7553 members 
Mstep: Class 18 contains 103761 members 
Mstep: Class 20 contains 25521 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 5823 members 
Mstep: Class 23 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961110.000000 Penalty: 46602.589844
Iteration 98Q: 23 clusters Score -2.696111e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6618 members 
Mstep: Class 3 contains 5485 members 
Mstep: Class 4 contains 6538 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 6 contains 28711 members 
Mstep: Class 7 contains 144777 members 
Mstep: Class 8 contains 36589 members 
Mstep: Class 9 contains 11002 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 21134 members 
Mstep: Class 13 contains 13219 members 
Mstep: Class 14 contains 5671 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 103738 members 
Mstep: Class 20 contains 25422 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 5824 members 
Mstep: Class 23 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961258.000000 Penalty: 46602.589844
Iteration 99Q: 23 clusters Score -2.696126e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6616 members 
Mstep: Class 3 contains 5488 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 6 contains 28709 members 
Mstep: Class 7 contains 145030 members 
Mstep: Class 8 contains 36533 members 
Mstep: Class 9 contains 10976 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 7840 members 
Mstep: Class 12 contains 21243 members 
Mstep: Class 13 contains 13196 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 103718 members 
Mstep: Class 20 contains 25334 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961414.000000 Penalty: 46602.589844
Iteration 100F: 23 clusters Score -2.696141e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6611 members 
Mstep: Class 3 contains 5491 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 7739 members 
Mstep: Class 6 contains 28707 members 
Mstep: Class 7 contains 145263 members 
Mstep: Class 8 contains 36486 members 
Mstep: Class 9 contains 10947 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 7784 members 
Mstep: Class 12 contains 21357 members 
Mstep: Class 13 contains 13169 members 
Mstep: Class 14 contains 5695 members 
Mstep: Class 15 contains 5004 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 7560 members 
Mstep: Class 18 contains 103713 members 
Mstep: Class 20 contains 25234 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 5825 members 
Mstep: Class 23 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961430.000000 Penalty: 46602.589844
Iteration 101Q: 23 clusters Score -2.696143e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6611 members 
Mstep: Class 3 contains 5496 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 7700 members 
Mstep: Class 6 contains 28705 members 
Mstep: Class 7 contains 145440 members 
Mstep: Class 8 contains 36444 members 
Mstep: Class 9 contains 10926 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 7766 members 
Mstep: Class 12 contains 21475 members 
Mstep: Class 13 contains 13144 members 
Mstep: Class 14 contains 5710 members 
Mstep: Class 15 contains 5011 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 103705 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5824 members 
Mstep: Class 23 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961464.000000 Penalty: 46602.589844
Iteration 102Q: 23 clusters Score -2.696146e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6609 members 
Mstep: Class 3 contains 5495 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 7680 members 
Mstep: Class 6 contains 28702 members 
Mstep: Class 7 contains 145601 members 
Mstep: Class 8 contains 36411 members 
Mstep: Class 9 contains 10905 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7761 members 
Mstep: Class 12 contains 21557 members 
Mstep: Class 13 contains 13134 members 
Mstep: Class 14 contains 5723 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 103704 members 
Mstep: Class 20 contains 25038 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5823 members 
Mstep: Class 23 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961598.000000 Penalty: 46602.589844
Iteration 103Q: 23 clusters Score -2.69616e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6608 members 
Mstep: Class 3 contains 5494 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 7662 members 
Mstep: Class 6 contains 28700 members 
Mstep: Class 7 contains 145751 members 
Mstep: Class 8 contains 36375 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 21625 members 
Mstep: Class 13 contains 13128 members 
Mstep: Class 14 contains 5751 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 7570 members 
Mstep: Class 18 contains 103693 members 
Mstep: Class 20 contains 24954 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5823 members 
Mstep: Class 23 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961718.000000 Penalty: 46602.589844
Iteration 104Q: 23 clusters Score -2.696172e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6603 members 
Mstep: Class 3 contains 5493 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 7648 members 
Mstep: Class 6 contains 28696 members 
Mstep: Class 7 contains 145871 members 
Mstep: Class 8 contains 36348 members 
Mstep: Class 9 contains 10858 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7748 members 
Mstep: Class 12 contains 21683 members 
Mstep: Class 13 contains 13121 members 
Mstep: Class 14 contains 5775 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 7576 members 
Mstep: Class 18 contains 103684 members 
Mstep: Class 20 contains 24884 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 5820 members 
Mstep: Class 23 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961674.000000 Penalty: 46602.589844
Iteration 105Q: 23 clusters Score -2.696167e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6597 members 
Mstep: Class 3 contains 5494 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 7639 members 
Mstep: Class 6 contains 28690 members 
Mstep: Class 7 contains 145986 members 
Mstep: Class 8 contains 36324 members 
Mstep: Class 9 contains 10841 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 21735 members 
Mstep: Class 13 contains 13117 members 
Mstep: Class 14 contains 5793 members 
Mstep: Class 15 contains 5036 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 7577 members 
Mstep: Class 18 contains 103671 members 
Mstep: Class 20 contains 24822 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961696.000000 Penalty: 46602.589844
Iteration 106Q: 23 clusters Score -2.69617e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 5492 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 7627 members 
Mstep: Class 6 contains 28688 members 
Mstep: Class 7 contains 146072 members 
Mstep: Class 8 contains 36302 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7746 members 
Mstep: Class 12 contains 21774 members 
Mstep: Class 13 contains 13109 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 7577 members 
Mstep: Class 18 contains 103659 members 
Mstep: Class 20 contains 24771 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961692.000000 Penalty: 46602.589844
Iteration 107Q: 23 clusters Score -2.696169e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6589 members 
Mstep: Class 3 contains 5491 members 
Mstep: Class 4 contains 6538 members 
Mstep: Class 5 contains 7621 members 
Mstep: Class 6 contains 28683 members 
Mstep: Class 7 contains 146160 members 
Mstep: Class 8 contains 36274 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 21807 members 
Mstep: Class 13 contains 13104 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 4326 members 
Mstep: Class 17 contains 7579 members 
Mstep: Class 18 contains 103654 members 
Mstep: Class 20 contains 24730 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 2094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961764.000000 Penalty: 46602.589844
Iteration 108Q: 23 clusters Score -2.696176e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6587 members 
Mstep: Class 3 contains 5494 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 7609 members 
Mstep: Class 6 contains 28684 members 
Mstep: Class 7 contains 146267 members 
Mstep: Class 8 contains 36246 members 
Mstep: Class 9 contains 10800 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7739 members 
Mstep: Class 12 contains 21841 members 
Mstep: Class 13 contains 13096 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 5041 members 
Mstep: Class 16 contains 4328 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 103641 members 
Mstep: Class 20 contains 24690 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 5817 members 
Mstep: Class 23 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961790.000000 Penalty: 46602.589844
Iteration 109Q: 23 clusters Score -2.696179e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6586 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 7584 members 
Mstep: Class 6 contains 28684 members 
Mstep: Class 7 contains 146365 members 
Mstep: Class 8 contains 36228 members 
Mstep: Class 9 contains 10778 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7724 members 
Mstep: Class 12 contains 21881 members 
Mstep: Class 13 contains 13090 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 4329 members 
Mstep: Class 17 contains 7588 members 
Mstep: Class 18 contains 103624 members 
Mstep: Class 20 contains 24647 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961724.000000 Penalty: 46602.589844
Iteration 110Q: 23 clusters Score -2.696172e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6586 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 28679 members 
Mstep: Class 7 contains 146453 members 
Mstep: Class 8 contains 36205 members 
Mstep: Class 9 contains 10763 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7722 members 
Mstep: Class 12 contains 21924 members 
Mstep: Class 13 contains 13084 members 
Mstep: Class 14 contains 5876 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 4330 members 
Mstep: Class 17 contains 7588 members 
Mstep: Class 18 contains 103620 members 
Mstep: Class 20 contains 24600 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 2088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961776.000000 Penalty: 46602.589844
Iteration 111Q: 23 clusters Score -2.696178e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6588 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 28680 members 
Mstep: Class 7 contains 146532 members 
Mstep: Class 8 contains 36192 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7719 members 
Mstep: Class 12 contains 21963 members 
Mstep: Class 13 contains 13081 members 
Mstep: Class 14 contains 5882 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 4331 members 
Mstep: Class 17 contains 7589 members 
Mstep: Class 18 contains 103619 members 
Mstep: Class 20 contains 24559 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961734.000000 Penalty: 46602.589844
Iteration 112Q: 23 clusters Score -2.696173e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6587 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 28676 members 
Mstep: Class 7 contains 146614 members 
Mstep: Class 8 contains 36180 members 
Mstep: Class 9 contains 10712 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7717 members 
Mstep: Class 12 contains 21997 members 
Mstep: Class 13 contains 13080 members 
Mstep: Class 14 contains 5889 members 
Mstep: Class 15 contains 5056 members 
Mstep: Class 16 contains 4332 members 
Mstep: Class 17 contains 7596 members 
Mstep: Class 18 contains 103620 members 
Mstep: Class 20 contains 24516 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5817 members 
Mstep: Class 23 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961726.000000 Penalty: 46602.589844
Iteration 113Q: 23 clusters Score -2.696173e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6586 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 7505 members 
Mstep: Class 6 contains 28674 members 
Mstep: Class 7 contains 146667 members 
Mstep: Class 8 contains 36167 members 
Mstep: Class 9 contains 10691 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 7724 members 
Mstep: Class 12 contains 22035 members 
Mstep: Class 13 contains 13080 members 
Mstep: Class 14 contains 5895 members 
Mstep: Class 15 contains 5060 members 
Mstep: Class 16 contains 4332 members 
Mstep: Class 17 contains 7601 members 
Mstep: Class 18 contains 103627 members 
Mstep: Class 20 contains 24478 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961722.000000 Penalty: 46602.589844
Iteration 114Q: 23 clusters Score -2.696172e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6585 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 7466 members 
Mstep: Class 6 contains 28675 members 
Mstep: Class 7 contains 146732 members 
Mstep: Class 8 contains 36151 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7735 members 
Mstep: Class 12 contains 22066 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 14 contains 5900 members 
Mstep: Class 15 contains 5073 members 
Mstep: Class 16 contains 4333 members 
Mstep: Class 17 contains 7609 members 
Mstep: Class 18 contains 103635 members 
Mstep: Class 20 contains 24446 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5816 members 
Mstep: Class 23 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961724.000000 Penalty: 46602.589844
Iteration 115Q: 23 clusters Score -2.696172e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6585 members 
Mstep: Class 3 contains 5501 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 7433 members 
Mstep: Class 6 contains 28673 members 
Mstep: Class 7 contains 146798 members 
Mstep: Class 8 contains 36137 members 
Mstep: Class 9 contains 10652 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 22100 members 
Mstep: Class 13 contains 13071 members 
Mstep: Class 14 contains 5909 members 
Mstep: Class 15 contains 5084 members 
Mstep: Class 16 contains 4335 members 
Mstep: Class 17 contains 7608 members 
Mstep: Class 18 contains 103636 members 
Mstep: Class 20 contains 24413 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5817 members 
Mstep: Class 23 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961698.000000 Penalty: 46602.589844
Iteration 116Q: 23 clusters Score -2.69617e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6585 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 7398 members 
Mstep: Class 6 contains 28669 members 
Mstep: Class 7 contains 146864 members 
Mstep: Class 8 contains 36131 members 
Mstep: Class 9 contains 10639 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7733 members 
Mstep: Class 12 contains 22132 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 14 contains 5911 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 16 contains 4335 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 103634 members 
Mstep: Class 20 contains 24393 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 2069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961794.000000 Penalty: 46602.589844
Iteration 117Q: 23 clusters Score -2.696179e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6583 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 7362 members 
Mstep: Class 6 contains 28667 members 
Mstep: Class 7 contains 146917 members 
Mstep: Class 8 contains 36119 members 
Mstep: Class 9 contains 10628 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7727 members 
Mstep: Class 12 contains 22171 members 
Mstep: Class 13 contains 13072 members 
Mstep: Class 14 contains 5914 members 
Mstep: Class 15 contains 5102 members 
Mstep: Class 16 contains 4337 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103629 members 
Mstep: Class 20 contains 24378 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961804.000000 Penalty: 46602.589844
Iteration 118Q: 23 clusters Score -2.69618e+07 nChanged 191
Entering ConstructFrom: 
Score: -26961804.000000 Penalty: 46602.589844
Entering ConstructFrom: 
Trying to split cluster 1 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -142002.359375 Penalty: 1271.732178
	Iteration 0F: 2 clusters Score -142002.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -139551.609375 Penalty: 2543.464355
	Iteration 0F: 3 clusters Score -139551.6 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -140101.656250 Penalty: 2543.464355
	Iteration 1F: 3 clusters Score -140101.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -140217.703125 Penalty: 2543.464355
	Iteration 2F: 3 clusters Score -140217.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -140292.609375 Penalty: 2543.464355
	Iteration 3Q: 3 clusters Score -140292.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -140359.000000 Penalty: 2543.464355
	Iteration 4Q: 3 clusters Score -140359 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -140416.156250 Penalty: 2543.464355
	Iteration 5Q: 3 clusters Score -140416.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -140461.437500 Penalty: 2543.464355
	Iteration 6Q: 3 clusters Score -140461.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -140505.453125 Penalty: 2543.464355
	Iteration 7Q: 3 clusters Score -140505.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -140551.921875 Penalty: 2543.464355
	Iteration 8Q: 3 clusters Score -140551.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -140604.859375 Penalty: 2543.464355
	Iteration 9Q: 3 clusters Score -140604.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -140651.390625 Penalty: 2543.464355
	Iteration 10Q: 3 clusters Score -140651.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -140691.375000 Penalty: 2543.464355
	Iteration 11Q: 3 clusters Score -140691.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -140712.453125 Penalty: 2543.464355
	Iteration 12Q: 3 clusters Score -140712.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -140735.125000 Penalty: 2543.464355
	Iteration 13Q: 3 clusters Score -140735.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -140762.343750 Penalty: 2543.464355
	Iteration 14Q: 3 clusters Score -140762.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -140782.718750 Penalty: 2543.464355
	Iteration 15Q: 3 clusters Score -140782.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -140799.828125 Penalty: 2543.464355
	Iteration 16Q: 3 clusters Score -140799.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -140809.968750 Penalty: 2543.464355
	Iteration 17Q: 3 clusters Score -140810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -140822.968750 Penalty: 2543.464355
	Iteration 18Q: 3 clusters Score -140823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -140837.234375 Penalty: 2543.464355
	Iteration 19Q: 3 clusters Score -140837.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -140851.031250 Penalty: 2543.464355
	Iteration 20F: 3 clusters Score -140851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -140865.609375 Penalty: 2543.464355
	Iteration 21Q: 3 clusters Score -140865.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -140880.140625 Penalty: 2543.464355
	Iteration 22Q: 3 clusters Score -140880.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -140897.468750 Penalty: 2543.464355
	Iteration 23Q: 3 clusters Score -140897.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -140909.062500 Penalty: 2543.464355
	Iteration 24Q: 3 clusters Score -140909.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -140918.171875 Penalty: 2543.464355
	Iteration 25Q: 3 clusters Score -140918.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -140934.796875 Penalty: 2543.464355
	Iteration 26Q: 3 clusters Score -140934.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -140943.921875 Penalty: 2543.464355
	Iteration 27Q: 3 clusters Score -140943.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -140950.734375 Penalty: 2543.464355
	Iteration 28Q: 3 clusters Score -140950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -140954.906250 Penalty: 2543.464355
	Iteration 29Q: 3 clusters Score -140954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -140958.703125 Penalty: 2543.464355
	Iteration 30Q: 3 clusters Score -140958.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -140963.734375 Penalty: 2543.464355
	Iteration 31Q: 3 clusters Score -140963.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -140971.046875 Penalty: 2543.464355
	Iteration 32Q: 3 clusters Score -140971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -140978.609375 Penalty: 2543.464355
	Iteration 33Q: 3 clusters Score -140978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -140985.765625 Penalty: 2543.464355
	Iteration 34Q: 3 clusters Score -140985.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -140995.015625 Penalty: 2543.464355
	Iteration 35Q: 3 clusters Score -140995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -141007.406250 Penalty: 2543.464355
	Iteration 36Q: 3 clusters Score -141007.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -141017.000000 Penalty: 2543.464355
	Iteration 37Q: 3 clusters Score -141017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -141020.484375 Penalty: 2543.464355
	Iteration 38Q: 3 clusters Score -141020.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -141025.250000 Penalty: 2543.464355
	Iteration 39Q: 3 clusters Score -141025.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -141030.250000 Penalty: 2543.464355
	Iteration 40F: 3 clusters Score -141030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -141035.218750 Penalty: 2543.464355
	Iteration 41Q: 3 clusters Score -141035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -141038.609375 Penalty: 2543.464355
	Iteration 42Q: 3 clusters Score -141038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -141039.656250 Penalty: 2543.464355
	Iteration 43Q: 3 clusters Score -141039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -141040.875000 Penalty: 2543.464355
	Iteration 44Q: 3 clusters Score -141040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -141042.078125 Penalty: 2543.464355
	Iteration 45Q: 3 clusters Score -141042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -141043.656250 Penalty: 2543.464355
	Iteration 46Q: 3 clusters Score -141043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -141044.218750 Penalty: 2543.464355
	Iteration 47Q: 3 clusters Score -141044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -141044.390625 Penalty: 2543.464355
	Iteration 48Q: 3 clusters Score -141044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -141044.390625 Penalty: 2543.464355
	Iteration 49F: 3 clusters Score -141044.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -394512.875000 Penalty: 1428.690552
	Iteration 0F: 2 clusters Score -394512.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -389519.406250 Penalty: 2857.381104
	Iteration 0F: 3 clusters Score -389519.4 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -390930.375000 Penalty: 2857.381104
	Iteration 1F: 3 clusters Score -390930.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -391120.000000 Penalty: 2857.381104
	Iteration 2F: 3 clusters Score -391120 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -391265.343750 Penalty: 2857.381104
	Iteration 3F: 3 clusters Score -391265.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -391386.625000 Penalty: 2857.381104
	Iteration 4Q: 3 clusters Score -391386.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -391483.031250 Penalty: 2857.381104
	Iteration 5Q: 3 clusters Score -391483 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -391559.156250 Penalty: 2857.381104
	Iteration 6Q: 3 clusters Score -391559.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -391614.968750 Penalty: 2857.381104
	Iteration 7Q: 3 clusters Score -391615 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -391664.718750 Penalty: 2857.381104
	Iteration 8Q: 3 clusters Score -391664.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -391711.406250 Penalty: 2857.381104
	Iteration 9Q: 3 clusters Score -391711.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -391760.781250 Penalty: 2857.381104
	Iteration 10Q: 3 clusters Score -391760.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -391814.125000 Penalty: 2857.381104
	Iteration 11Q: 3 clusters Score -391814.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -391885.656250 Penalty: 2857.381104
	Iteration 12Q: 3 clusters Score -391885.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -391963.156250 Penalty: 2857.381104
	Iteration 13Q: 3 clusters Score -391963.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -392052.843750 Penalty: 2857.381104
	Iteration 14Q: 3 clusters Score -392052.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -392149.125000 Penalty: 2857.381104
	Iteration 15Q: 3 clusters Score -392149.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -392257.156250 Penalty: 2857.381104
	Iteration 16Q: 3 clusters Score -392257.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -392377.656250 Penalty: 2857.381104
	Iteration 17Q: 3 clusters Score -392377.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -392524.031250 Penalty: 2857.381104
	Iteration 18Q: 3 clusters Score -392524 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -392654.312500 Penalty: 2857.381104
	Iteration 19Q: 3 clusters Score -392654.3 nChanged 161
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: -392790.593750 Penalty: 2857.381104
	Iteration 20F: 3 clusters Score -392790.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -392890.125000 Penalty: 2857.381104
	Iteration 21Q: 3 clusters Score -392890.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -392985.375000 Penalty: 2857.381104
	Iteration 22Q: 3 clusters Score -392985.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -393047.531250 Penalty: 2857.381104
	Iteration 23Q: 3 clusters Score -393047.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -393104.437500 Penalty: 2857.381104
	Iteration 24Q: 3 clusters Score -393104.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -393153.562500 Penalty: 2857.381104
	Iteration 25Q: 3 clusters Score -393153.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -393194.375000 Penalty: 2857.381104
	Iteration 26Q: 3 clusters Score -393194.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -393222.593750 Penalty: 2857.381104
	Iteration 27Q: 3 clusters Score -393222.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -393246.000000 Penalty: 2857.381104
	Iteration 28Q: 3 clusters Score -393246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -393268.812500 Penalty: 2857.381104
	Iteration 29Q: 3 clusters Score -393268.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -393290.062500 Penalty: 2857.381104
	Iteration 30Q: 3 clusters Score -393290.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -393309.468750 Penalty: 2857.381104
	Iteration 31Q: 3 clusters Score -393309.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -393320.562500 Penalty: 2857.381104
	Iteration 32Q: 3 clusters Score -393320.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -393327.843750 Penalty: 2857.381104
	Iteration 33Q: 3 clusters Score -393327.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -393337.656250 Penalty: 2857.381104
	Iteration 34Q: 3 clusters Score -393337.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -393354.062500 Penalty: 2857.381104
	Iteration 35Q: 3 clusters Score -393354.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -393369.500000 Penalty: 2857.381104
	Iteration 36Q: 3 clusters Score -393369.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -393377.750000 Penalty: 2857.381104
	Iteration 37Q: 3 clusters Score -393377.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -393385.468750 Penalty: 2857.381104
	Iteration 38Q: 3 clusters Score -393385.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -393390.625000 Penalty: 2857.381104
	Iteration 39Q: 3 clusters Score -393390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -393390.687500 Penalty: 2857.381104
	Iteration 40F: 3 clusters Score -393390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -393391.625000 Penalty: 2857.381104
	Iteration 41Q: 3 clusters Score -393391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -393392.562500 Penalty: 2857.381104
	Iteration 42Q: 3 clusters Score -393392.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -393392.562500 Penalty: 2857.381104
	Iteration 43F: 3 clusters Score -393392.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -282819.906250 Penalty: 1399.354492
	Iteration 0F: 2 clusters Score -282819.9 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 2744 members 
Entering Unmasked Estep 
Score: -278535.812500 Penalty: 2798.708984
	Iteration 0F: 3 clusters Score -278535.8 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -279984.250000 Penalty: 2798.708984
	Iteration 1F: 3 clusters Score -279984.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -280322.125000 Penalty: 2798.708984
	Iteration 2F: 3 clusters Score -280322.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -280556.062500 Penalty: 2798.708984
	Iteration 3F: 3 clusters Score -280556.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -280719.875000 Penalty: 2798.708984
	Iteration 4F: 3 clusters Score -280719.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -280822.687500 Penalty: 2798.708984
	Iteration 5Q: 3 clusters Score -280822.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -280905.093750 Penalty: 2798.708984
	Iteration 6Q: 3 clusters Score -280905.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -281006.375000 Penalty: 2798.708984
	Iteration 7Q: 3 clusters Score -281006.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -281110.500000 Penalty: 2798.708984
	Iteration 8Q: 3 clusters Score -281110.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -281197.406250 Penalty: 2798.708984
	Iteration 9Q: 3 clusters Score -281197.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -281278.593750 Penalty: 2798.708984
	Iteration 10Q: 3 clusters Score -281278.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -281379.062500 Penalty: 2798.708984
	Iteration 11Q: 3 clusters Score -281379.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -281459.781250 Penalty: 2798.708984
	Iteration 12Q: 3 clusters Score -281459.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -281529.718750 Penalty: 2798.708984
	Iteration 13Q: 3 clusters Score -281529.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -281582.343750 Penalty: 2798.708984
	Iteration 14Q: 3 clusters Score -281582.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -281625.093750 Penalty: 2798.708984
	Iteration 15Q: 3 clusters Score -281625.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -281659.156250 Penalty: 2798.708984
	Iteration 16Q: 3 clusters Score -281659.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -281677.531250 Penalty: 2798.708984
	Iteration 17Q: 3 clusters Score -281677.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -281693.781250 Penalty: 2798.708984
	Iteration 18Q: 3 clusters Score -281693.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -281709.375000 Penalty: 2798.708984
	Iteration 19Q: 3 clusters Score -281709.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -281725.031250 Penalty: 2798.708984
	Iteration 20F: 3 clusters Score -281725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -281750.531250 Penalty: 2798.708984
	Iteration 21Q: 3 clusters Score -281750.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -281807.031250 Penalty: 2798.708984
	Iteration 22Q: 3 clusters Score -281807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -281889.906250 Penalty: 2798.708984
	Iteration 23Q: 3 clusters Score -281889.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -282018.781250 Penalty: 2798.708984
	Iteration 24Q: 3 clusters Score -282018.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -282065.312500 Penalty: 2798.708984
	Iteration 25Q: 3 clusters Score -282065.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -282090.062500 Penalty: 2798.708984
	Iteration 26Q: 3 clusters Score -282090.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -282101.718750 Penalty: 2798.708984
	Iteration 27Q: 3 clusters Score -282101.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -282109.156250 Penalty: 2798.708984
	Iteration 28Q: 3 clusters Score -282109.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -282118.656250 Penalty: 2798.708984
	Iteration 29Q: 3 clusters Score -282118.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -282125.531250 Penalty: 2798.708984
	Iteration 30Q: 3 clusters Score -282125.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -282135.062500 Penalty: 2798.708984
	Iteration 31Q: 3 clusters Score -282135.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -282144.250000 Penalty: 2798.708984
	Iteration 32Q: 3 clusters Score -282144.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -282151.687500 Penalty: 2798.708984
	Iteration 33Q: 3 clusters Score -282151.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -282155.187500 Penalty: 2798.708984
	Iteration 34Q: 3 clusters Score -282155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -282156.718750 Penalty: 2798.708984
	Iteration 35Q: 3 clusters Score -282156.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -282159.625000 Penalty: 2798.708984
	Iteration 36Q: 3 clusters Score -282159.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -282162.781250 Penalty: 2798.708984
	Iteration 37Q: 3 clusters Score -282162.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -282165.687500 Penalty: 2798.708984
	Iteration 38Q: 3 clusters Score -282165.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -282168.500000 Penalty: 2798.708984
	Iteration 39Q: 3 clusters Score -282168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -282170.937500 Penalty: 2798.708984
	Iteration 40F: 3 clusters Score -282170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -282171.062500 Penalty: 2798.708984
	Iteration 41Q: 3 clusters Score -282171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -282172.281250 Penalty: 2798.708984
	Iteration 42Q: 3 clusters Score -282172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -282174.187500 Penalty: 2798.708984
	Iteration 43Q: 3 clusters Score -282174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -282176.906250 Penalty: 2798.708984
	Iteration 44Q: 3 clusters Score -282176.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -282181.437500 Penalty: 2798.708984
	Iteration 45Q: 3 clusters Score -282181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -282187.843750 Penalty: 2798.708984
	Iteration 46Q: 3 clusters Score -282187.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -282194.406250 Penalty: 2798.708984
	Iteration 47Q: 3 clusters Score -282194.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -282201.031250 Penalty: 2798.708984
	Iteration 48Q: 3 clusters Score -282201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -282211.781250 Penalty: 2798.708984
	Iteration 49Q: 3 clusters Score -282211.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -282225.062500 Penalty: 2798.708984
	Iteration 50Q: 3 clusters Score -282225.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -282239.625000 Penalty: 2798.708984
	Iteration 51Q: 3 clusters Score -282239.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -282250.656250 Penalty: 2798.708984
	Iteration 52Q: 3 clusters Score -282250.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -282267.218750 Penalty: 2798.708984
	Iteration 53Q: 3 clusters Score -282267.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -282283.093750 Penalty: 2798.708984
	Iteration 54Q: 3 clusters Score -282283.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282295.968750 Penalty: 2798.708984
	Iteration 55Q: 3 clusters Score -282296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -282302.625000 Penalty: 2798.708984
	Iteration 56Q: 3 clusters Score -282302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282305.812500 Penalty: 2798.708984
	Iteration 57Q: 3 clusters Score -282305.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282308.781250 Penalty: 2798.708984
	Iteration 58Q: 3 clusters Score -282308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -282309.531250 Penalty: 2798.708984
	Iteration 59Q: 3 clusters Score -282309.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -282310.250000 Penalty: 2798.708984
	Iteration 60F: 3 clusters Score -282310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -282310.750000 Penalty: 2798.708984
	Iteration 61Q: 3 clusters Score -282310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -282311.281250 Penalty: 2798.708984
	Iteration 62Q: 3 clusters Score -282311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -282312.062500 Penalty: 2798.708984
	Iteration 63Q: 3 clusters Score -282312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -282312.968750 Penalty: 2798.708984
	Iteration 64Q: 3 clusters Score -282313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -282313.312500 Penalty: 2798.708984
	Iteration 65Q: 3 clusters Score -282313.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -282314.281250 Penalty: 2798.708984
	Iteration 66Q: 3 clusters Score -282314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -282314.281250 Penalty: 2798.708984
	Iteration 67Q: 3 clusters Score -282314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -282315.062500 Penalty: 2798.708984
	Iteration 68Q: 3 clusters Score -282315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -282316.875000 Penalty: 2798.708984
	Iteration 69Q: 3 clusters Score -282316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -282317.125000 Penalty: 2798.708984
	Iteration 70Q: 3 clusters Score -282317.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -282318.656250 Penalty: 2798.708984
	Iteration 71Q: 3 clusters Score -282318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -282319.718750 Penalty: 2798.708984
	Iteration 72Q: 3 clusters Score -282319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282320.468750 Penalty: 2798.708984
	Iteration 73Q: 3 clusters Score -282320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -282321.218750 Penalty: 2798.708984
	Iteration 74Q: 3 clusters Score -282321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282321.843750 Penalty: 2798.708984
	Iteration 75Q: 3 clusters Score -282321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -282322.781250 Penalty: 2798.708984
	Iteration 76Q: 3 clusters Score -282322.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -282322.781250 Penalty: 2798.708984
	Iteration 77F: 3 clusters Score -282322.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Entering Unmasked Estep 
Score: -390224.000000 Penalty: 1427.699951
	Iteration 0F: 2 clusters Score -390224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -385314.187500 Penalty: 2855.399902
	Iteration 0F: 3 clusters Score -385314.2 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -386890.718750 Penalty: 2855.399902
	Iteration 1F: 3 clusters Score -386890.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -387335.937500 Penalty: 2855.399902
	Iteration 2F: 3 clusters Score -387335.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -387809.375000 Penalty: 2855.399902
	Iteration 3F: 3 clusters Score -387809.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -388213.343750 Penalty: 2855.399902
	Iteration 4F: 3 clusters Score -388213.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -388532.375000 Penalty: 2855.399902
	Iteration 5F: 3 clusters Score -388532.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -388747.656250 Penalty: 2855.399902
	Iteration 6F: 3 clusters Score -388747.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -388885.281250 Penalty: 2855.399902
	Iteration 7Q: 3 clusters Score -388885.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -388984.656250 Penalty: 2855.399902
	Iteration 8Q: 3 clusters Score -388984.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -389049.468750 Penalty: 2855.399902
	Iteration 9Q: 3 clusters Score -389049.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -389104.968750 Penalty: 2855.399902
	Iteration 10Q: 3 clusters Score -389105 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -389148.156250 Penalty: 2855.399902
	Iteration 11Q: 3 clusters Score -389148.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -389178.937500 Penalty: 2855.399902
	Iteration 12Q: 3 clusters Score -389178.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -389203.343750 Penalty: 2855.399902
	Iteration 13Q: 3 clusters Score -389203.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -389218.531250 Penalty: 2855.399902
	Iteration 14Q: 3 clusters Score -389218.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -389232.500000 Penalty: 2855.399902
	Iteration 15Q: 3 clusters Score -389232.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -389241.750000 Penalty: 2855.399902
	Iteration 16Q: 3 clusters Score -389241.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -389250.468750 Penalty: 2855.399902
	Iteration 17Q: 3 clusters Score -389250.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -389258.906250 Penalty: 2855.399902
	Iteration 18Q: 3 clusters Score -389258.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -389269.750000 Penalty: 2855.399902
	Iteration 19Q: 3 clusters Score -389269.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -389282.656250 Penalty: 2855.399902
	Iteration 20F: 3 clusters Score -389282.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -389288.531250 Penalty: 2855.399902
	Iteration 21Q: 3 clusters Score -389288.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -389297.375000 Penalty: 2855.399902
	Iteration 22Q: 3 clusters Score -389297.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -389306.875000 Penalty: 2855.399902
	Iteration 23Q: 3 clusters Score -389306.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -389318.718750 Penalty: 2855.399902
	Iteration 24Q: 3 clusters Score -389318.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -389329.437500 Penalty: 2855.399902
	Iteration 25Q: 3 clusters Score -389329.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -389337.906250 Penalty: 2855.399902
	Iteration 26Q: 3 clusters Score -389337.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -389343.187500 Penalty: 2855.399902
	Iteration 27Q: 3 clusters Score -389343.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -389346.937500 Penalty: 2855.399902
	Iteration 28Q: 3 clusters Score -389346.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -389350.750000 Penalty: 2855.399902
	Iteration 29Q: 3 clusters Score -389350.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -389355.375000 Penalty: 2855.399902
	Iteration 30Q: 3 clusters Score -389355.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -389358.218750 Penalty: 2855.399902
	Iteration 31Q: 3 clusters Score -389358.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -389363.250000 Penalty: 2855.399902
	Iteration 32Q: 3 clusters Score -389363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -389366.406250 Penalty: 2855.399902
	Iteration 33Q: 3 clusters Score -389366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -389367.875000 Penalty: 2855.399902
	Iteration 34Q: 3 clusters Score -389367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -389368.156250 Penalty: 2855.399902
	Iteration 35Q: 3 clusters Score -389368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -389369.562500 Penalty: 2855.399902
	Iteration 36Q: 3 clusters Score -389369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -389370.125000 Penalty: 2855.399902
	Iteration 37Q: 3 clusters Score -389370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -389370.968750 Penalty: 2855.399902
	Iteration 38Q: 3 clusters Score -389371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -389372.125000 Penalty: 2855.399902
	Iteration 39Q: 3 clusters Score -389372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -389372.906250 Penalty: 2855.399902
	Iteration 40F: 3 clusters Score -389372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -389373.687500 Penalty: 2855.399902
	Iteration 41Q: 3 clusters Score -389373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -389375.250000 Penalty: 2855.399902
	Iteration 42Q: 3 clusters Score -389375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -389375.750000 Penalty: 2855.399902
	Iteration 43Q: 3 clusters Score -389375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -389376.625000 Penalty: 2855.399902
	Iteration 44Q: 3 clusters Score -389376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -389377.468750 Penalty: 2855.399902
	Iteration 45Q: 3 clusters Score -389377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -389378.156250 Penalty: 2855.399902
	Iteration 46Q: 3 clusters Score -389378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -389379.562500 Penalty: 2855.399902
	Iteration 47Q: 3 clusters Score -389379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -389380.312500 Penalty: 2855.399902
	Iteration 48Q: 3 clusters Score -389380.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -389382.250000 Penalty: 2855.399902
	Iteration 49Q: 3 clusters Score -389382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -389384.000000 Penalty: 2855.399902
	Iteration 50Q: 3 clusters Score -389384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -389386.906250 Penalty: 2855.399902
	Iteration 51Q: 3 clusters Score -389386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -389388.125000 Penalty: 2855.399902
	Iteration 52Q: 3 clusters Score -389388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -389389.812500 Penalty: 2855.399902
	Iteration 53Q: 3 clusters Score -389389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -389391.656250 Penalty: 2855.399902
	Iteration 54Q: 3 clusters Score -389391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -389392.031250 Penalty: 2855.399902
	Iteration 55Q: 3 clusters Score -389392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -389393.031250 Penalty: 2855.399902
	Iteration 56Q: 3 clusters Score -389393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -389394.062500 Penalty: 2855.399902
	Iteration 57Q: 3 clusters Score -389394.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -389396.718750 Penalty: 2855.399902
	Iteration 58Q: 3 clusters Score -389396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -389398.250000 Penalty: 2855.399902
	Iteration 59Q: 3 clusters Score -389398.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -389399.968750 Penalty: 2855.399902
	Iteration 60F: 3 clusters Score -389400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -389402.781250 Penalty: 2855.399902
	Iteration 61Q: 3 clusters Score -389402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -389406.125000 Penalty: 2855.399902
	Iteration 62Q: 3 clusters Score -389406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -389408.812500 Penalty: 2855.399902
	Iteration 63Q: 3 clusters Score -389408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -389410.343750 Penalty: 2855.399902
	Iteration 64Q: 3 clusters Score -389410.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -389413.281250 Penalty: 2855.399902
	Iteration 65Q: 3 clusters Score -389413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -389414.750000 Penalty: 2855.399902
	Iteration 66Q: 3 clusters Score -389414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -389416.781250 Penalty: 2855.399902
	Iteration 67Q: 3 clusters Score -389416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -389419.875000 Penalty: 2855.399902
	Iteration 68Q: 3 clusters Score -389419.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -389423.250000 Penalty: 2855.399902
	Iteration 69Q: 3 clusters Score -389423.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -389426.562500 Penalty: 2855.399902
	Iteration 70Q: 3 clusters Score -389426.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -389429.031250 Penalty: 2855.399902
	Iteration 71Q: 3 clusters Score -389429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -389432.437500 Penalty: 2855.399902
	Iteration 72Q: 3 clusters Score -389432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -389434.343750 Penalty: 2855.399902
	Iteration 73Q: 3 clusters Score -389434.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -389436.218750 Penalty: 2855.399902
	Iteration 74Q: 3 clusters Score -389436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -389438.937500 Penalty: 2855.399902
	Iteration 75Q: 3 clusters Score -389438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -389439.625000 Penalty: 2855.399902
	Iteration 76Q: 3 clusters Score -389439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -389441.437500 Penalty: 2855.399902
	Iteration 77Q: 3 clusters Score -389441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -389443.031250 Penalty: 2855.399902
	Iteration 78Q: 3 clusters Score -389443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -389444.062500 Penalty: 2855.399902
	Iteration 79Q: 3 clusters Score -389444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -389445.375000 Penalty: 2855.399902
	Iteration 80F: 3 clusters Score -389445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -389447.687500 Penalty: 2855.399902
	Iteration 81Q: 3 clusters Score -389447.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -389450.187500 Penalty: 2855.399902
	Iteration 82Q: 3 clusters Score -389450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -389454.343750 Penalty: 2855.399902
	Iteration 83Q: 3 clusters Score -389454.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -389457.687500 Penalty: 2855.399902
	Iteration 84Q: 3 clusters Score -389457.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -389460.406250 Penalty: 2855.399902
	Iteration 85Q: 3 clusters Score -389460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -389463.093750 Penalty: 2855.399902
	Iteration 86Q: 3 clusters Score -389463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -389464.218750 Penalty: 2855.399902
	Iteration 87Q: 3 clusters Score -389464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -389465.968750 Penalty: 2855.399902
	Iteration 88Q: 3 clusters Score -389466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -389466.312500 Penalty: 2855.399902
	Iteration 89Q: 3 clusters Score -389466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -389468.406250 Penalty: 2855.399902
	Iteration 90Q: 3 clusters Score -389468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -389469.218750 Penalty: 2855.399902
	Iteration 91Q: 3 clusters Score -389469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -389469.968750 Penalty: 2855.399902
	Iteration 92Q: 3 clusters Score -389470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -389470.718750 Penalty: 2855.399902
	Iteration 93Q: 3 clusters Score -389470.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -389471.125000 Penalty: 2855.399902
	Iteration 94Q: 3 clusters Score -389471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -389472.531250 Penalty: 2855.399902
	Iteration 95Q: 3 clusters Score -389472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -389472.531250 Penalty: 2855.399902
	Iteration 96Q: 3 clusters Score -389472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -389472.875000 Penalty: 2855.399902
	Iteration 97Q: 3 clusters Score -389472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -389474.500000 Penalty: 2855.399902
	Iteration 98Q: 3 clusters Score -389474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -389475.343750 Penalty: 2855.399902
	Iteration 99Q: 3 clusters Score -389475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -389475.843750 Penalty: 2855.399902
	Iteration 100F: 3 clusters Score -389475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -389478.031250 Penalty: 2855.399902
	Iteration 101Q: 3 clusters Score -389478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -389479.156250 Penalty: 2855.399902
	Iteration 102Q: 3 clusters Score -389479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -389479.218750 Penalty: 2855.399902
	Iteration 103Q: 3 clusters Score -389479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -389480.437500 Penalty: 2855.399902
	Iteration 104Q: 3 clusters Score -389480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -389481.312500 Penalty: 2855.399902
	Iteration 105Q: 3 clusters Score -389481.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -389481.968750 Penalty: 2855.399902
	Iteration 106Q: 3 clusters Score -389482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -389482.281250 Penalty: 2855.399902
	Iteration 107Q: 3 clusters Score -389482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -389483.593750 Penalty: 2855.399902
	Iteration 108Q: 3 clusters Score -389483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -389486.156250 Penalty: 2855.399902
	Iteration 109Q: 3 clusters Score -389486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -389488.500000 Penalty: 2855.399902
	Iteration 110Q: 3 clusters Score -389488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -389491.593750 Penalty: 2855.399902
	Iteration 111Q: 3 clusters Score -389491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -389491.500000 Penalty: 2855.399902
	Iteration 112Q: 3 clusters Score -389491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -389491.843750 Penalty: 2855.399902
	Iteration 113Q: 3 clusters Score -389491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -389491.843750 Penalty: 2855.399902
	Iteration 114F: 3 clusters Score -389491.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Entering Unmasked Estep 
Score: -445623.093750 Penalty: 1446.250610
	Iteration 0F: 2 clusters Score -445623.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -440149.500000 Penalty: 2892.501221
	Iteration 0F: 3 clusters Score -440149.5 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -441832.000000 Penalty: 2892.501221
	Iteration 1F: 3 clusters Score -441832 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -442003.937500 Penalty: 2892.501221
	Iteration 2F: 3 clusters Score -442003.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -442130.437500 Penalty: 2892.501221
	Iteration 3Q: 3 clusters Score -442130.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -442223.343750 Penalty: 2892.501221
	Iteration 4Q: 3 clusters Score -442223.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -442293.625000 Penalty: 2892.501221
	Iteration 5Q: 3 clusters Score -442293.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -442348.406250 Penalty: 2892.501221
	Iteration 6Q: 3 clusters Score -442348.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -442406.593750 Penalty: 2892.501221
	Iteration 7Q: 3 clusters Score -442406.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -442464.406250 Penalty: 2892.501221
	Iteration 8Q: 3 clusters Score -442464.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -442522.906250 Penalty: 2892.501221
	Iteration 9Q: 3 clusters Score -442522.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -442574.687500 Penalty: 2892.501221
	Iteration 10Q: 3 clusters Score -442574.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -442621.593750 Penalty: 2892.501221
	Iteration 11Q: 3 clusters Score -442621.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -442666.656250 Penalty: 2892.501221
	Iteration 12Q: 3 clusters Score -442666.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -442718.718750 Penalty: 2892.501221
	Iteration 13Q: 3 clusters Score -442718.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -442793.250000 Penalty: 2892.501221
	Iteration 14Q: 3 clusters Score -442793.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -442870.312500 Penalty: 2892.501221
	Iteration 15Q: 3 clusters Score -442870.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -442956.000000 Penalty: 2892.501221
	Iteration 16Q: 3 clusters Score -442956 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -443066.156250 Penalty: 2892.501221
	Iteration 17Q: 3 clusters Score -443066.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -443199.437500 Penalty: 2892.501221
	Iteration 18Q: 3 clusters Score -443199.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -443328.156250 Penalty: 2892.501221
	Iteration 19Q: 3 clusters Score -443328.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -443471.031250 Penalty: 2892.501221
	Iteration 20F: 3 clusters Score -443471 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -443625.406250 Penalty: 2892.501221
	Iteration 21Q: 3 clusters Score -443625.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -443783.937500 Penalty: 2892.501221
	Iteration 22Q: 3 clusters Score -443783.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -443913.156250 Penalty: 2892.501221
	Iteration 23Q: 3 clusters Score -443913.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -444029.968750 Penalty: 2892.501221
	Iteration 24Q: 3 clusters Score -444030 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -444121.125000 Penalty: 2892.501221
	Iteration 25Q: 3 clusters Score -444121.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -444192.468750 Penalty: 2892.501221
	Iteration 26Q: 3 clusters Score -444192.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -444241.093750 Penalty: 2892.501221
	Iteration 27Q: 3 clusters Score -444241.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -444271.781250 Penalty: 2892.501221
	Iteration 28Q: 3 clusters Score -444271.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -444290.125000 Penalty: 2892.501221
	Iteration 29Q: 3 clusters Score -444290.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -444302.687500 Penalty: 2892.501221
	Iteration 30Q: 3 clusters Score -444302.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -444313.937500 Penalty: 2892.501221
	Iteration 31Q: 3 clusters Score -444313.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -444328.187500 Penalty: 2892.501221
	Iteration 32Q: 3 clusters Score -444328.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -444352.187500 Penalty: 2892.501221
	Iteration 33Q: 3 clusters Score -444352.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -444373.250000 Penalty: 2892.501221
	Iteration 34Q: 3 clusters Score -444373.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -444384.843750 Penalty: 2892.501221
	Iteration 35Q: 3 clusters Score -444384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -444387.125000 Penalty: 2892.501221
	Iteration 36Q: 3 clusters Score -444387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -444392.656250 Penalty: 2892.501221
	Iteration 37Q: 3 clusters Score -444392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -444396.968750 Penalty: 2892.501221
	Iteration 38Q: 3 clusters Score -444397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -444398.406250 Penalty: 2892.501221
	Iteration 39Q: 3 clusters Score -444398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -444398.406250 Penalty: 2892.501221
	Iteration 40F: 3 clusters Score -444398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Entering Unmasked Estep 
Score: -1755055.750000 Penalty: 1667.830444
	Iteration 0F: 2 clusters Score -1755056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1735645.250000 Penalty: 3335.660889
	Iteration 0F: 3 clusters Score -1735645 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1743249.375000 Penalty: 3335.660889
	Iteration 1F: 3 clusters Score -1743249 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1743814.250000 Penalty: 3335.660889
	Iteration 2Q: 3 clusters Score -1743814 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1744611.500000 Penalty: 3335.660889
	Iteration 3F: 3 clusters Score -1744612 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1745695.250000 Penalty: 3335.660889
	Iteration 4F: 3 clusters Score -1745695 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1747010.000000 Penalty: 3335.660889
	Iteration 5F: 3 clusters Score -1747010 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1748468.750000 Penalty: 3335.660889
	Iteration 6F: 3 clusters Score -1748469 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1749796.625000 Penalty: 3335.660889
	Iteration 7F: 3 clusters Score -1749797 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1750827.125000 Penalty: 3335.660889
	Iteration 8Q: 3 clusters Score -1750827 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1751635.000000 Penalty: 3335.660889
	Iteration 9Q: 3 clusters Score -1751635 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1752268.750000 Penalty: 3335.660889
	Iteration 10Q: 3 clusters Score -1752269 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1752730.625000 Penalty: 3335.660889
	Iteration 11Q: 3 clusters Score -1752731 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1753065.500000 Penalty: 3335.660889
	Iteration 12Q: 3 clusters Score -1753066 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1753308.875000 Penalty: 3335.660889
	Iteration 13Q: 3 clusters Score -1753309 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1753451.500000 Penalty: 3335.660889
	Iteration 14Q: 3 clusters Score -1753452 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1753544.750000 Penalty: 3335.660889
	Iteration 15Q: 3 clusters Score -1753545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1753588.000000 Penalty: 3335.660889
	Iteration 16Q: 3 clusters Score -1753588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1753621.500000 Penalty: 3335.660889
	Iteration 17Q: 3 clusters Score -1753622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1753646.500000 Penalty: 3335.660889
	Iteration 18Q: 3 clusters Score -1753646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1753663.375000 Penalty: 3335.660889
	Iteration 19Q: 3 clusters Score -1753663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1753673.625000 Penalty: 3335.660889
	Iteration 20F: 3 clusters Score -1753674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1753681.625000 Penalty: 3335.660889
	Iteration 21Q: 3 clusters Score -1753682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1753684.750000 Penalty: 3335.660889
	Iteration 22Q: 3 clusters Score -1753685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1753687.875000 Penalty: 3335.660889
	Iteration 23Q: 3 clusters Score -1753688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1753688.875000 Penalty: 3335.660889
	Iteration 24Q: 3 clusters Score -1753689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1753691.250000 Penalty: 3335.660889
	Iteration 25Q: 3 clusters Score -1753691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1753691.250000 Penalty: 3335.660889
	Iteration 26F: 3 clusters Score -1753691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (146936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146936 members 
Entering Unmasked Estep 
Score: -8961528.000000 Penalty: 1933.384766
	Iteration 0F: 2 clusters Score -8961528 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 74041 members 
Entering Unmasked Estep 
Score: -8862928.000000 Penalty: 3866.769531
	Iteration 0F: 3 clusters Score -8862928 nChanged 70781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 84446 members 
Entering Unmasked Estep 
Score: -8905221.000000 Penalty: 3866.769531
	Iteration 1F: 3 clusters Score -8905221 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 91192 members 
Entering Unmasked Estep 
Score: -8908650.000000 Penalty: 3866.769531
	Iteration 2Q: 3 clusters Score -8908650 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 101177 members 
Entering Unmasked Estep 
Score: -8915305.000000 Penalty: 3866.769531
	Iteration 3F: 3 clusters Score -8915305 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 114481 members 
Entering Unmasked Estep 
Score: -8926784.000000 Penalty: 3866.769531
	Iteration 4F: 3 clusters Score -8926784 nChanged 14151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 128616 members 
Entering Unmasked Estep 
Score: -8941283.000000 Penalty: 3866.769531
	Iteration 5F: 3 clusters Score -8941283 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 139127 members 
Entering Unmasked Estep 
Score: -8952280.000000 Penalty: 3866.769531
	Iteration 6F: 3 clusters Score -8952280 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 144202 members 
Entering Unmasked Estep 
Score: -8957379.000000 Penalty: 3866.769531
	Iteration 7Q: 3 clusters Score -8957379 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 145940 members 
Entering Unmasked Estep 
Score: -8959006.000000 Penalty: 3866.769531
	Iteration 8Q: 3 clusters Score -8959006 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 146456 members 
Entering Unmasked Estep 
Score: -8959497.000000 Penalty: 3866.769531
	Iteration 9Q: 3 clusters Score -8959497 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 146600 members 
Entering Unmasked Estep 
Score: -8959650.000000 Penalty: 3866.769531
	Iteration 10Q: 3 clusters Score -8959650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 146646 members 
Entering Unmasked Estep 
Score: -8959732.000000 Penalty: 3866.769531
	Iteration 11Q: 3 clusters Score -8959732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 146662 members 
Entering Unmasked Estep 
Score: -8959799.000000 Penalty: 3866.769531
	Iteration 12Q: 3 clusters Score -8959799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 146673 members 
Entering Unmasked Estep 
Score: -8959813.000000 Penalty: 3866.769531
	Iteration 13Q: 3 clusters Score -8959813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 146677 members 
Entering Unmasked Estep 
Score: -8959832.000000 Penalty: 3866.769531
	Iteration 14Q: 3 clusters Score -8959832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -8959841.000000 Penalty: 3866.769531
	Iteration 15Q: 3 clusters Score -8959841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -8959844.000000 Penalty: 3866.769531
	Iteration 16Q: 3 clusters Score -8959844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -8959847.000000 Penalty: 3866.769531
	Iteration 17Q: 3 clusters Score -8959847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -8959848.000000 Penalty: 3866.769531
	Iteration 18Q: 3 clusters Score -8959848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -8959850.000000 Penalty: 3866.769531
	Iteration 19Q: 3 clusters Score -8959850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 146680 members 
Entering Unmasked Estep 
Score: -8959850.000000 Penalty: 3866.769531
	Iteration 20F: 3 clusters Score -8959850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 146680 members 
Entering Unmasked Estep 
Score: -8959853.000000 Penalty: 3866.769531
	Iteration 21Q: 3 clusters Score -8959853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 146682 members 
Entering Unmasked Estep 
Score: -8959850.000000 Penalty: 3866.769531
	Iteration 22Q: 3 clusters Score -8959850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 146684 members 
Entering Unmasked Estep 
Score: -8959862.000000 Penalty: 3866.769531
	Iteration 23Q: 3 clusters Score -8959862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 146684 members 
Entering Unmasked Estep 
Score: -8959862.000000 Penalty: 3866.769531
	Iteration 24F: 3 clusters Score -8959862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Entering Unmasked Estep 
Score: -2203994.250000 Penalty: 1705.336914
	Iteration 0F: 2 clusters Score -2203994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2179891.750000 Penalty: 3410.673828
	Iteration 0F: 3 clusters Score -2179892 nChanged 16705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2189292.000000 Penalty: 3410.673828
	Iteration 1F: 3 clusters Score -2189292 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2190003.000000 Penalty: 3410.673828
	Iteration 2Q: 3 clusters Score -2190003 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2190911.500000 Penalty: 3410.673828
	Iteration 3Q: 3 clusters Score -2190912 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2192200.750000 Penalty: 3410.673828
	Iteration 4F: 3 clusters Score -2192201 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2193790.500000 Penalty: 3410.673828
	Iteration 5F: 3 clusters Score -2193790 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2195446.750000 Penalty: 3410.673828
	Iteration 6F: 3 clusters Score -2195447 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2196927.500000 Penalty: 3410.673828
	Iteration 7F: 3 clusters Score -2196928 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2198009.000000 Penalty: 3410.673828
	Iteration 8F: 3 clusters Score -2198009 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2198637.500000 Penalty: 3410.673828
	Iteration 9Q: 3 clusters Score -2198638 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2199078.750000 Penalty: 3410.673828
	Iteration 10Q: 3 clusters Score -2199079 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2199368.750000 Penalty: 3410.673828
	Iteration 11Q: 3 clusters Score -2199369 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2199552.500000 Penalty: 3410.673828
	Iteration 12Q: 3 clusters Score -2199552 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2199671.000000 Penalty: 3410.673828
	Iteration 13Q: 3 clusters Score -2199671 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2199753.750000 Penalty: 3410.673828
	Iteration 14Q: 3 clusters Score -2199754 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2199831.000000 Penalty: 3410.673828
	Iteration 15Q: 3 clusters Score -2199831 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2199898.500000 Penalty: 3410.673828
	Iteration 16Q: 3 clusters Score -2199898 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2199963.750000 Penalty: 3410.673828
	Iteration 17Q: 3 clusters Score -2199964 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2200036.000000 Penalty: 3410.673828
	Iteration 18Q: 3 clusters Score -2200036 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2200092.500000 Penalty: 3410.673828
	Iteration 19Q: 3 clusters Score -2200092 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2200134.000000 Penalty: 3410.673828
	Iteration 20F: 3 clusters Score -2200134 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2200195.250000 Penalty: 3410.673828
	Iteration 21Q: 3 clusters Score -2200195 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2200227.750000 Penalty: 3410.673828
	Iteration 22Q: 3 clusters Score -2200228 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2200275.000000 Penalty: 3410.673828
	Iteration 23Q: 3 clusters Score -2200275 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2200342.250000 Penalty: 3410.673828
	Iteration 24Q: 3 clusters Score -2200342 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2200370.500000 Penalty: 3410.673828
	Iteration 25Q: 3 clusters Score -2200370 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2200413.500000 Penalty: 3410.673828
	Iteration 26Q: 3 clusters Score -2200414 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2200460.500000 Penalty: 3410.673828
	Iteration 27Q: 3 clusters Score -2200460 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2200506.000000 Penalty: 3410.673828
	Iteration 28Q: 3 clusters Score -2200506 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2200576.000000 Penalty: 3410.673828
	Iteration 29Q: 3 clusters Score -2200576 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2200649.750000 Penalty: 3410.673828
	Iteration 30Q: 3 clusters Score -2200650 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2200731.000000 Penalty: 3410.673828
	Iteration 31Q: 3 clusters Score -2200731 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2200801.000000 Penalty: 3410.673828
	Iteration 32Q: 3 clusters Score -2200801 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2200879.000000 Penalty: 3410.673828
	Iteration 33Q: 3 clusters Score -2200879 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2200976.250000 Penalty: 3410.673828
	Iteration 34Q: 3 clusters Score -2200976 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2201099.500000 Penalty: 3410.673828
	Iteration 35Q: 3 clusters Score -2201100 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2201198.500000 Penalty: 3410.673828
	Iteration 36Q: 3 clusters Score -2201198 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2201328.750000 Penalty: 3410.673828
	Iteration 37Q: 3 clusters Score -2201329 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2201446.750000 Penalty: 3410.673828
	Iteration 38Q: 3 clusters Score -2201447 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2201560.500000 Penalty: 3410.673828
	Iteration 39Q: 3 clusters Score -2201560 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2201713.500000 Penalty: 3410.673828
	Iteration 40F: 3 clusters Score -2201714 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2201877.000000 Penalty: 3410.673828
	Iteration 41Q: 3 clusters Score -2201877 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2202020.000000 Penalty: 3410.673828
	Iteration 42Q: 3 clusters Score -2202020 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2202166.250000 Penalty: 3410.673828
	Iteration 43Q: 3 clusters Score -2202166 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2202315.500000 Penalty: 3410.673828
	Iteration 44Q: 3 clusters Score -2202316 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2202446.000000 Penalty: 3410.673828
	Iteration 45Q: 3 clusters Score -2202446 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2202543.000000 Penalty: 3410.673828
	Iteration 46Q: 3 clusters Score -2202543 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2202658.500000 Penalty: 3410.673828
	Iteration 47Q: 3 clusters Score -2202658 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2202754.500000 Penalty: 3410.673828
	Iteration 48Q: 3 clusters Score -2202754 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2202832.500000 Penalty: 3410.673828
	Iteration 49Q: 3 clusters Score -2202832 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2202913.750000 Penalty: 3410.673828
	Iteration 50Q: 3 clusters Score -2202914 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2202993.250000 Penalty: 3410.673828
	Iteration 51Q: 3 clusters Score -2202993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2203050.500000 Penalty: 3410.673828
	Iteration 52Q: 3 clusters Score -2203050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2203095.250000 Penalty: 3410.673828
	Iteration 53Q: 3 clusters Score -2203095 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2203141.250000 Penalty: 3410.673828
	Iteration 54Q: 3 clusters Score -2203141 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2203182.000000 Penalty: 3410.673828
	Iteration 55Q: 3 clusters Score -2203182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2203208.750000 Penalty: 3410.673828
	Iteration 56Q: 3 clusters Score -2203209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2203245.250000 Penalty: 3410.673828
	Iteration 57Q: 3 clusters Score -2203245 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2203291.500000 Penalty: 3410.673828
	Iteration 58Q: 3 clusters Score -2203292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2203340.750000 Penalty: 3410.673828
	Iteration 59Q: 3 clusters Score -2203341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2203445.500000 Penalty: 3410.673828
	Iteration 60F: 3 clusters Score -2203446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2203668.500000 Penalty: 3410.673828
	Iteration 61Q: 3 clusters Score -2203668 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2203779.500000 Penalty: 3410.673828
	Iteration 62Q: 3 clusters Score -2203780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2203822.250000 Penalty: 3410.673828
	Iteration 63Q: 3 clusters Score -2203822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2203843.000000 Penalty: 3410.673828
	Iteration 64Q: 3 clusters Score -2203843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2203857.000000 Penalty: 3410.673828
	Iteration 65Q: 3 clusters Score -2203857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2203865.500000 Penalty: 3410.673828
	Iteration 66Q: 3 clusters Score -2203866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2203869.000000 Penalty: 3410.673828
	Iteration 67Q: 3 clusters Score -2203869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2203871.750000 Penalty: 3410.673828
	Iteration 68Q: 3 clusters Score -2203872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2203878.250000 Penalty: 3410.673828
	Iteration 69Q: 3 clusters Score -2203878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2203882.000000 Penalty: 3410.673828
	Iteration 70Q: 3 clusters Score -2203882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2203882.250000 Penalty: 3410.673828
	Iteration 71Q: 3 clusters Score -2203882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2203883.250000 Penalty: 3410.673828
	Iteration 72Q: 3 clusters Score -2203883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2203882.000000 Penalty: 3410.673828
	Iteration 73Q: 3 clusters Score -2203882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2203889.000000 Penalty: 3410.673828
	Iteration 74Q: 3 clusters Score -2203889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2203890.250000 Penalty: 3410.673828
	Iteration 75Q: 3 clusters Score -2203890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2203888.500000 Penalty: 3410.673828
	Iteration 76Q: 3 clusters Score -2203888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2203891.000000 Penalty: 3410.673828
	Iteration 77Q: 3 clusters Score -2203891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2203891.750000 Penalty: 3410.673828
	Iteration 78Q: 3 clusters Score -2203892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2203891.250000 Penalty: 3410.673828
	Iteration 79Q: 3 clusters Score -2203891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2203889.750000 Penalty: 3410.673828
	Iteration 80F: 3 clusters Score -2203890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2203893.250000 Penalty: 3410.673828
	Iteration 81Q: 3 clusters Score -2203893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2203891.000000 Penalty: 3410.673828
	Iteration 82Q: 3 clusters Score -2203891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2203891.000000 Penalty: 3410.673828
	Iteration 83F: 3 clusters Score -2203891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Entering Unmasked Estep 
Score: -667797.062500 Penalty: 1506.363403
	Iteration 0F: 2 clusters Score -667797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -660164.750000 Penalty: 3012.726807
	Iteration 0F: 3 clusters Score -660164.8 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -662626.687500 Penalty: 3012.726807
	Iteration 1F: 3 clusters Score -662626.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -662900.625000 Penalty: 3012.726807
	Iteration 2F: 3 clusters Score -662900.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -663158.000000 Penalty: 3012.726807
	Iteration 3F: 3 clusters Score -663158 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -663432.062500 Penalty: 3012.726807
	Iteration 4F: 3 clusters Score -663432.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -663761.812500 Penalty: 3012.726807
	Iteration 5F: 3 clusters Score -663761.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -664151.687500 Penalty: 3012.726807
	Iteration 6F: 3 clusters Score -664151.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -664569.250000 Penalty: 3012.726807
	Iteration 7F: 3 clusters Score -664569.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -665070.250000 Penalty: 3012.726807
	Iteration 8F: 3 clusters Score -665070.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -665577.125000 Penalty: 3012.726807
	Iteration 9F: 3 clusters Score -665577.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -665979.625000 Penalty: 3012.726807
	Iteration 10Q: 3 clusters Score -665979.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -666196.875000 Penalty: 3012.726807
	Iteration 11Q: 3 clusters Score -666196.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -666322.187500 Penalty: 3012.726807
	Iteration 12Q: 3 clusters Score -666322.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -666406.312500 Penalty: 3012.726807
	Iteration 13Q: 3 clusters Score -666406.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -666459.000000 Penalty: 3012.726807
	Iteration 14Q: 3 clusters Score -666459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -666480.875000 Penalty: 3012.726807
	Iteration 15Q: 3 clusters Score -666480.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -666499.437500 Penalty: 3012.726807
	Iteration 16Q: 3 clusters Score -666499.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -666515.750000 Penalty: 3012.726807
	Iteration 17Q: 3 clusters Score -666515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -666520.750000 Penalty: 3012.726807
	Iteration 18Q: 3 clusters Score -666520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -666523.937500 Penalty: 3012.726807
	Iteration 19Q: 3 clusters Score -666523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -666525.812500 Penalty: 3012.726807
	Iteration 20F: 3 clusters Score -666525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -63342.523438 Penalty: 1140.344727
	Iteration 0F: 2 clusters Score -63342.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -61847.703125 Penalty: 2280.689453
	Iteration 0F: 3 clusters Score -61847.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62142.449219 Penalty: 2280.689453
	Iteration 1F: 3 clusters Score -62142.45 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -62214.925781 Penalty: 2280.689453
	Iteration 2F: 3 clusters Score -62214.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -62268.906250 Penalty: 2280.689453
	Iteration 3Q: 3 clusters Score -62268.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62296.398438 Penalty: 2280.689453
	Iteration 4Q: 3 clusters Score -62296.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -62315.613281 Penalty: 2280.689453
	Iteration 5Q: 3 clusters Score -62315.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -62329.882812 Penalty: 2280.689453
	Iteration 6Q: 3 clusters Score -62329.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -62334.742188 Penalty: 2280.689453
	Iteration 7Q: 3 clusters Score -62334.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -62339.296875 Penalty: 2280.689453
	Iteration 8Q: 3 clusters Score -62339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -62344.085938 Penalty: 2280.689453
	Iteration 9Q: 3 clusters Score -62344.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -62347.886719 Penalty: 2280.689453
	Iteration 10Q: 3 clusters Score -62347.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -62351.191406 Penalty: 2280.689453
	Iteration 11Q: 3 clusters Score -62351.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -62354.363281 Penalty: 2280.689453
	Iteration 12Q: 3 clusters Score -62354.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62355.285156 Penalty: 2280.689453
	Iteration 13Q: 3 clusters Score -62355.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -62355.742188 Penalty: 2280.689453
	Iteration 14Q: 3 clusters Score -62355.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -62356.035156 Penalty: 2280.689453
	Iteration 15Q: 3 clusters Score -62356.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -62357.304688 Penalty: 2280.689453
	Iteration 16Q: 3 clusters Score -62357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -62358.085938 Penalty: 2280.689453
	Iteration 17Q: 3 clusters Score -62358.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -62358.308594 Penalty: 2280.689453
	Iteration 18Q: 3 clusters Score -62358.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -62358.308594 Penalty: 2280.689453
	Iteration 19F: 3 clusters Score -62358.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Entering Unmasked Estep 
Score: -469806.406250 Penalty: 1454.798340
	Iteration 0F: 2 clusters Score -469806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -464041.593750 Penalty: 2909.596680
	Iteration 0F: 3 clusters Score -464041.6 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -465728.968750 Penalty: 2909.596680
	Iteration 1F: 3 clusters Score -465729 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -465943.468750 Penalty: 2909.596680
	Iteration 2F: 3 clusters Score -465943.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -466081.968750 Penalty: 2909.596680
	Iteration 3Q: 3 clusters Score -466082 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -466178.437500 Penalty: 2909.596680
	Iteration 4Q: 3 clusters Score -466178.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -466265.343750 Penalty: 2909.596680
	Iteration 5Q: 3 clusters Score -466265.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -466349.781250 Penalty: 2909.596680
	Iteration 6Q: 3 clusters Score -466349.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -466431.281250 Penalty: 2909.596680
	Iteration 7Q: 3 clusters Score -466431.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -466526.937500 Penalty: 2909.596680
	Iteration 8Q: 3 clusters Score -466526.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -466623.687500 Penalty: 2909.596680
	Iteration 9Q: 3 clusters Score -466623.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -466721.625000 Penalty: 2909.596680
	Iteration 10Q: 3 clusters Score -466721.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -466833.750000 Penalty: 2909.596680
	Iteration 11Q: 3 clusters Score -466833.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -466955.531250 Penalty: 2909.596680
	Iteration 12Q: 3 clusters Score -466955.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -467057.531250 Penalty: 2909.596680
	Iteration 13Q: 3 clusters Score -467057.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -467135.156250 Penalty: 2909.596680
	Iteration 14Q: 3 clusters Score -467135.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -467201.093750 Penalty: 2909.596680
	Iteration 15Q: 3 clusters Score -467201.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -467266.125000 Penalty: 2909.596680
	Iteration 16Q: 3 clusters Score -467266.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -467327.500000 Penalty: 2909.596680
	Iteration 17Q: 3 clusters Score -467327.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -467378.781250 Penalty: 2909.596680
	Iteration 18Q: 3 clusters Score -467378.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -467416.593750 Penalty: 2909.596680
	Iteration 19Q: 3 clusters Score -467416.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -467450.968750 Penalty: 2909.596680
	Iteration 20F: 3 clusters Score -467451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -467475.656250 Penalty: 2909.596680
	Iteration 21Q: 3 clusters Score -467475.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -467493.406250 Penalty: 2909.596680
	Iteration 22Q: 3 clusters Score -467493.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -467506.593750 Penalty: 2909.596680
	Iteration 23Q: 3 clusters Score -467506.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -467518.593750 Penalty: 2909.596680
	Iteration 24Q: 3 clusters Score -467518.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -467533.656250 Penalty: 2909.596680
	Iteration 25Q: 3 clusters Score -467533.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -467545.218750 Penalty: 2909.596680
	Iteration 26Q: 3 clusters Score -467545.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -467559.812500 Penalty: 2909.596680
	Iteration 27Q: 3 clusters Score -467559.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -467574.125000 Penalty: 2909.596680
	Iteration 28Q: 3 clusters Score -467574.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -467587.218750 Penalty: 2909.596680
	Iteration 29Q: 3 clusters Score -467587.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -467599.937500 Penalty: 2909.596680
	Iteration 30Q: 3 clusters Score -467599.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -467610.437500 Penalty: 2909.596680
	Iteration 31Q: 3 clusters Score -467610.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -467622.562500 Penalty: 2909.596680
	Iteration 32Q: 3 clusters Score -467622.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -467631.656250 Penalty: 2909.596680
	Iteration 33Q: 3 clusters Score -467631.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -467640.062500 Penalty: 2909.596680
	Iteration 34Q: 3 clusters Score -467640.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -467648.812500 Penalty: 2909.596680
	Iteration 35Q: 3 clusters Score -467648.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -467658.625000 Penalty: 2909.596680
	Iteration 36Q: 3 clusters Score -467658.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -467666.437500 Penalty: 2909.596680
	Iteration 37Q: 3 clusters Score -467666.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -467673.656250 Penalty: 2909.596680
	Iteration 38Q: 3 clusters Score -467673.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -467685.062500 Penalty: 2909.596680
	Iteration 39Q: 3 clusters Score -467685.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -467700.687500 Penalty: 2909.596680
	Iteration 40F: 3 clusters Score -467700.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -467716.187500 Penalty: 2909.596680
	Iteration 41Q: 3 clusters Score -467716.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -467730.625000 Penalty: 2909.596680
	Iteration 42Q: 3 clusters Score -467730.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -467746.593750 Penalty: 2909.596680
	Iteration 43Q: 3 clusters Score -467746.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -467757.375000 Penalty: 2909.596680
	Iteration 44Q: 3 clusters Score -467757.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -467769.250000 Penalty: 2909.596680
	Iteration 45Q: 3 clusters Score -467769.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -467780.375000 Penalty: 2909.596680
	Iteration 46Q: 3 clusters Score -467780.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -467791.437500 Penalty: 2909.596680
	Iteration 47Q: 3 clusters Score -467791.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -467800.625000 Penalty: 2909.596680
	Iteration 48Q: 3 clusters Score -467800.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -467812.718750 Penalty: 2909.596680
	Iteration 49Q: 3 clusters Score -467812.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -467823.781250 Penalty: 2909.596680
	Iteration 50Q: 3 clusters Score -467823.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -467836.781250 Penalty: 2909.596680
	Iteration 51Q: 3 clusters Score -467836.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -467847.312500 Penalty: 2909.596680
	Iteration 52Q: 3 clusters Score -467847.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -467856.531250 Penalty: 2909.596680
	Iteration 53Q: 3 clusters Score -467856.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -467862.843750 Penalty: 2909.596680
	Iteration 54Q: 3 clusters Score -467862.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -467872.375000 Penalty: 2909.596680
	Iteration 55Q: 3 clusters Score -467872.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -467884.687500 Penalty: 2909.596680
	Iteration 56Q: 3 clusters Score -467884.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -467901.156250 Penalty: 2909.596680
	Iteration 57Q: 3 clusters Score -467901.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -467917.468750 Penalty: 2909.596680
	Iteration 58Q: 3 clusters Score -467917.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -467939.343750 Penalty: 2909.596680
	Iteration 59Q: 3 clusters Score -467939.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -467960.875000 Penalty: 2909.596680
	Iteration 60F: 3 clusters Score -467960.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -467986.093750 Penalty: 2909.596680
	Iteration 61Q: 3 clusters Score -467986.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -468005.843750 Penalty: 2909.596680
	Iteration 62Q: 3 clusters Score -468005.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -468025.843750 Penalty: 2909.596680
	Iteration 63Q: 3 clusters Score -468025.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -468042.156250 Penalty: 2909.596680
	Iteration 64Q: 3 clusters Score -468042.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -468066.093750 Penalty: 2909.596680
	Iteration 65Q: 3 clusters Score -468066.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -468091.312500 Penalty: 2909.596680
	Iteration 66Q: 3 clusters Score -468091.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -468113.937500 Penalty: 2909.596680
	Iteration 67Q: 3 clusters Score -468113.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -468145.781250 Penalty: 2909.596680
	Iteration 68Q: 3 clusters Score -468145.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -468178.406250 Penalty: 2909.596680
	Iteration 69Q: 3 clusters Score -468178.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -468208.093750 Penalty: 2909.596680
	Iteration 70Q: 3 clusters Score -468208.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -468240.718750 Penalty: 2909.596680
	Iteration 71Q: 3 clusters Score -468240.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -468275.375000 Penalty: 2909.596680
	Iteration 72Q: 3 clusters Score -468275.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -468303.156250 Penalty: 2909.596680
	Iteration 73Q: 3 clusters Score -468303.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -468325.531250 Penalty: 2909.596680
	Iteration 74Q: 3 clusters Score -468325.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -468340.906250 Penalty: 2909.596680
	Iteration 75Q: 3 clusters Score -468340.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -468352.375000 Penalty: 2909.596680
	Iteration 76Q: 3 clusters Score -468352.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -468362.218750 Penalty: 2909.596680
	Iteration 77Q: 3 clusters Score -468362.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -468370.812500 Penalty: 2909.596680
	Iteration 78Q: 3 clusters Score -468370.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -468378.031250 Penalty: 2909.596680
	Iteration 79Q: 3 clusters Score -468378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -468384.531250 Penalty: 2909.596680
	Iteration 80F: 3 clusters Score -468384.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -468391.593750 Penalty: 2909.596680
	Iteration 81Q: 3 clusters Score -468391.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -468396.312500 Penalty: 2909.596680
	Iteration 82Q: 3 clusters Score -468396.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -468403.218750 Penalty: 2909.596680
	Iteration 83Q: 3 clusters Score -468403.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -468409.062500 Penalty: 2909.596680
	Iteration 84Q: 3 clusters Score -468409.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -468413.625000 Penalty: 2909.596680
	Iteration 85Q: 3 clusters Score -468413.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -468416.187500 Penalty: 2909.596680
	Iteration 86Q: 3 clusters Score -468416.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -468418.031250 Penalty: 2909.596680
	Iteration 87Q: 3 clusters Score -468418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -468419.375000 Penalty: 2909.596680
	Iteration 88Q: 3 clusters Score -468419.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -468421.156250 Penalty: 2909.596680
	Iteration 89Q: 3 clusters Score -468421.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -468422.812500 Penalty: 2909.596680
	Iteration 90Q: 3 clusters Score -468422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -468423.343750 Penalty: 2909.596680
	Iteration 91Q: 3 clusters Score -468423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -468425.031250 Penalty: 2909.596680
	Iteration 92Q: 3 clusters Score -468425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -468426.375000 Penalty: 2909.596680
	Iteration 93Q: 3 clusters Score -468426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -468429.000000 Penalty: 2909.596680
	Iteration 94Q: 3 clusters Score -468429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -468433.281250 Penalty: 2909.596680
	Iteration 95Q: 3 clusters Score -468433.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -468437.687500 Penalty: 2909.596680
	Iteration 96Q: 3 clusters Score -468437.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -468438.062500 Penalty: 2909.596680
	Iteration 97Q: 3 clusters Score -468438.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -468440.500000 Penalty: 2909.596680
	Iteration 98Q: 3 clusters Score -468440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -468442.750000 Penalty: 2909.596680
	Iteration 99Q: 3 clusters Score -468442.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -468444.718750 Penalty: 2909.596680
	Iteration 100F: 3 clusters Score -468444.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -468444.125000 Penalty: 2909.596680
	Iteration 101Q: 3 clusters Score -468444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -468445.718750 Penalty: 2909.596680
	Iteration 102Q: 3 clusters Score -468445.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -468449.437500 Penalty: 2909.596680
	Iteration 103Q: 3 clusters Score -468449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -468449.937500 Penalty: 2909.596680
	Iteration 104Q: 3 clusters Score -468449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -468450.375000 Penalty: 2909.596680
	Iteration 105Q: 3 clusters Score -468450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -468452.625000 Penalty: 2909.596680
	Iteration 106Q: 3 clusters Score -468452.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -468455.718750 Penalty: 2909.596680
	Iteration 107Q: 3 clusters Score -468455.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -468461.687500 Penalty: 2909.596680
	Iteration 108Q: 3 clusters Score -468461.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -468464.687500 Penalty: 2909.596680
	Iteration 109Q: 3 clusters Score -468464.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -468469.125000 Penalty: 2909.596680
	Iteration 110Q: 3 clusters Score -468469.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -468471.562500 Penalty: 2909.596680
	Iteration 111Q: 3 clusters Score -468471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -468473.031250 Penalty: 2909.596680
	Iteration 112Q: 3 clusters Score -468473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -468475.375000 Penalty: 2909.596680
	Iteration 113Q: 3 clusters Score -468475.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -468477.593750 Penalty: 2909.596680
	Iteration 114Q: 3 clusters Score -468477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -468477.406250 Penalty: 2909.596680
	Iteration 115Q: 3 clusters Score -468477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -468478.125000 Penalty: 2909.596680
	Iteration 116Q: 3 clusters Score -468478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -468479.281250 Penalty: 2909.596680
	Iteration 117Q: 3 clusters Score -468479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -468480.031250 Penalty: 2909.596680
	Iteration 118Q: 3 clusters Score -468480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -468481.062500 Penalty: 2909.596680
	Iteration 119Q: 3 clusters Score -468481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -468480.937500 Penalty: 2909.596680
	Iteration 120F: 3 clusters Score -468480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -468482.093750 Penalty: 2909.596680
	Iteration 121Q: 3 clusters Score -468482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -468482.093750 Penalty: 2909.596680
	Iteration 122F: 3 clusters Score -468482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Entering Unmasked Estep 
Score: -1402634.875000 Penalty: 1626.428833
	Iteration 0F: 2 clusters Score -1402635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1387571.250000 Penalty: 3252.857666
	Iteration 0F: 3 clusters Score -1387571 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1393062.125000 Penalty: 3252.857666
	Iteration 1F: 3 clusters Score -1393062 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1393446.750000 Penalty: 3252.857666
	Iteration 2Q: 3 clusters Score -1393447 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1393913.125000 Penalty: 3252.857666
	Iteration 3Q: 3 clusters Score -1393913 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1394544.000000 Penalty: 3252.857666
	Iteration 4F: 3 clusters Score -1394544 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1395552.125000 Penalty: 3252.857666
	Iteration 5F: 3 clusters Score -1395552 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1396855.500000 Penalty: 3252.857666
	Iteration 6F: 3 clusters Score -1396856 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1398381.750000 Penalty: 3252.857666
	Iteration 7F: 3 clusters Score -1398382 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -1399632.000000 Penalty: 3252.857666
	Iteration 8F: 3 clusters Score -1399632 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -1400459.500000 Penalty: 3252.857666
	Iteration 9Q: 3 clusters Score -1400460 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -1400865.500000 Penalty: 3252.857666
	Iteration 10Q: 3 clusters Score -1400866 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -1401041.375000 Penalty: 3252.857666
	Iteration 11Q: 3 clusters Score -1401041 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -1401121.875000 Penalty: 3252.857666
	Iteration 12Q: 3 clusters Score -1401122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -1401152.750000 Penalty: 3252.857666
	Iteration 13Q: 3 clusters Score -1401153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -1401175.000000 Penalty: 3252.857666
	Iteration 14Q: 3 clusters Score -1401175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -1401187.625000 Penalty: 3252.857666
	Iteration 15Q: 3 clusters Score -1401188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -1401198.750000 Penalty: 3252.857666
	Iteration 16Q: 3 clusters Score -1401199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -1401203.750000 Penalty: 3252.857666
	Iteration 17Q: 3 clusters Score -1401204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -1401206.000000 Penalty: 3252.857666
	Iteration 18Q: 3 clusters Score -1401206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -1401206.000000 Penalty: 3252.857666
	Iteration 19F: 3 clusters Score -1401206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Entering Unmasked Estep 
Score: -819996.250000 Penalty: 1540.199585
	Iteration 0F: 2 clusters Score -819996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -810870.125000 Penalty: 3080.399170
	Iteration 0F: 3 clusters Score -810870.1 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -814133.250000 Penalty: 3080.399170
	Iteration 1F: 3 clusters Score -814133.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -814417.250000 Penalty: 3080.399170
	Iteration 2F: 3 clusters Score -814417.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -814642.125000 Penalty: 3080.399170
	Iteration 3Q: 3 clusters Score -814642.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -814860.812500 Penalty: 3080.399170
	Iteration 4Q: 3 clusters Score -814860.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -815074.687500 Penalty: 3080.399170
	Iteration 5Q: 3 clusters Score -815074.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -815279.250000 Penalty: 3080.399170
	Iteration 6Q: 3 clusters Score -815279.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -815505.687500 Penalty: 3080.399170
	Iteration 7Q: 3 clusters Score -815505.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -815760.875000 Penalty: 3080.399170
	Iteration 8Q: 3 clusters Score -815760.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -816016.562500 Penalty: 3080.399170
	Iteration 9Q: 3 clusters Score -816016.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -816293.250000 Penalty: 3080.399170
	Iteration 10Q: 3 clusters Score -816293.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -816567.375000 Penalty: 3080.399170
	Iteration 11Q: 3 clusters Score -816567.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -816787.937500 Penalty: 3080.399170
	Iteration 12Q: 3 clusters Score -816787.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -816920.937500 Penalty: 3080.399170
	Iteration 13Q: 3 clusters Score -816920.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -816988.687500 Penalty: 3080.399170
	Iteration 14Q: 3 clusters Score -816988.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -817032.375000 Penalty: 3080.399170
	Iteration 15Q: 3 clusters Score -817032.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -817076.125000 Penalty: 3080.399170
	Iteration 16Q: 3 clusters Score -817076.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -817122.562500 Penalty: 3080.399170
	Iteration 17Q: 3 clusters Score -817122.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -817158.625000 Penalty: 3080.399170
	Iteration 18Q: 3 clusters Score -817158.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -817206.687500 Penalty: 3080.399170
	Iteration 19Q: 3 clusters Score -817206.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -817256.812500 Penalty: 3080.399170
	Iteration 20F: 3 clusters Score -817256.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -817300.000000 Penalty: 3080.399170
	Iteration 21Q: 3 clusters Score -817300 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -817354.312500 Penalty: 3080.399170
	Iteration 22Q: 3 clusters Score -817354.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -817416.687500 Penalty: 3080.399170
	Iteration 23Q: 3 clusters Score -817416.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -817488.937500 Penalty: 3080.399170
	Iteration 24Q: 3 clusters Score -817488.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -817560.437500 Penalty: 3080.399170
	Iteration 25Q: 3 clusters Score -817560.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -817623.750000 Penalty: 3080.399170
	Iteration 26Q: 3 clusters Score -817623.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -817673.187500 Penalty: 3080.399170
	Iteration 27Q: 3 clusters Score -817673.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -817725.500000 Penalty: 3080.399170
	Iteration 28Q: 3 clusters Score -817725.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -817771.125000 Penalty: 3080.399170
	Iteration 29Q: 3 clusters Score -817771.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -817813.312500 Penalty: 3080.399170
	Iteration 30Q: 3 clusters Score -817813.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -817862.062500 Penalty: 3080.399170
	Iteration 31Q: 3 clusters Score -817862.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -817914.000000 Penalty: 3080.399170
	Iteration 32Q: 3 clusters Score -817914 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -817951.625000 Penalty: 3080.399170
	Iteration 33Q: 3 clusters Score -817951.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -818007.125000 Penalty: 3080.399170
	Iteration 34Q: 3 clusters Score -818007.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -818052.875000 Penalty: 3080.399170
	Iteration 35Q: 3 clusters Score -818052.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -818099.687500 Penalty: 3080.399170
	Iteration 36Q: 3 clusters Score -818099.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -818154.500000 Penalty: 3080.399170
	Iteration 37Q: 3 clusters Score -818154.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -818203.437500 Penalty: 3080.399170
	Iteration 38Q: 3 clusters Score -818203.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -818242.312500 Penalty: 3080.399170
	Iteration 39Q: 3 clusters Score -818242.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -818272.375000 Penalty: 3080.399170
	Iteration 40F: 3 clusters Score -818272.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -818307.500000 Penalty: 3080.399170
	Iteration 41Q: 3 clusters Score -818307.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -818341.062500 Penalty: 3080.399170
	Iteration 42Q: 3 clusters Score -818341.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -818370.125000 Penalty: 3080.399170
	Iteration 43Q: 3 clusters Score -818370.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -818401.687500 Penalty: 3080.399170
	Iteration 44Q: 3 clusters Score -818401.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -818423.562500 Penalty: 3080.399170
	Iteration 45Q: 3 clusters Score -818423.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -818450.562500 Penalty: 3080.399170
	Iteration 46Q: 3 clusters Score -818450.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -818476.000000 Penalty: 3080.399170
	Iteration 47Q: 3 clusters Score -818476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -818490.812500 Penalty: 3080.399170
	Iteration 48Q: 3 clusters Score -818490.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -818505.687500 Penalty: 3080.399170
	Iteration 49Q: 3 clusters Score -818505.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -818517.375000 Penalty: 3080.399170
	Iteration 50Q: 3 clusters Score -818517.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -818524.875000 Penalty: 3080.399170
	Iteration 51Q: 3 clusters Score -818524.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -818535.187500 Penalty: 3080.399170
	Iteration 52Q: 3 clusters Score -818535.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -818539.187500 Penalty: 3080.399170
	Iteration 53Q: 3 clusters Score -818539.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -818546.937500 Penalty: 3080.399170
	Iteration 54Q: 3 clusters Score -818546.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -818550.750000 Penalty: 3080.399170
	Iteration 55Q: 3 clusters Score -818550.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -818556.625000 Penalty: 3080.399170
	Iteration 56Q: 3 clusters Score -818556.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -818558.875000 Penalty: 3080.399170
	Iteration 57Q: 3 clusters Score -818558.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -818561.625000 Penalty: 3080.399170
	Iteration 58Q: 3 clusters Score -818561.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -818567.625000 Penalty: 3080.399170
	Iteration 59Q: 3 clusters Score -818567.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -818571.250000 Penalty: 3080.399170
	Iteration 60F: 3 clusters Score -818571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -818573.437500 Penalty: 3080.399170
	Iteration 61Q: 3 clusters Score -818573.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -818577.000000 Penalty: 3080.399170
	Iteration 62Q: 3 clusters Score -818577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -818582.437500 Penalty: 3080.399170
	Iteration 63Q: 3 clusters Score -818582.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -818585.687500 Penalty: 3080.399170
	Iteration 64Q: 3 clusters Score -818585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -818586.812500 Penalty: 3080.399170
	Iteration 65Q: 3 clusters Score -818586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -818589.375000 Penalty: 3080.399170
	Iteration 66Q: 3 clusters Score -818589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -818589.750000 Penalty: 3080.399170
	Iteration 67Q: 3 clusters Score -818589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -818590.875000 Penalty: 3080.399170
	Iteration 68Q: 3 clusters Score -818590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -818593.375000 Penalty: 3080.399170
	Iteration 69Q: 3 clusters Score -818593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -818596.937500 Penalty: 3080.399170
	Iteration 70Q: 3 clusters Score -818596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -818597.500000 Penalty: 3080.399170
	Iteration 71Q: 3 clusters Score -818597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -818598.187500 Penalty: 3080.399170
	Iteration 72Q: 3 clusters Score -818598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -818599.375000 Penalty: 3080.399170
	Iteration 73Q: 3 clusters Score -818599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -818598.937500 Penalty: 3080.399170
	Iteration 74Q: 3 clusters Score -818598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -818600.437500 Penalty: 3080.399170
	Iteration 75Q: 3 clusters Score -818600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -818607.500000 Penalty: 3080.399170
	Iteration 76Q: 3 clusters Score -818607.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -818610.312500 Penalty: 3080.399170
	Iteration 77Q: 3 clusters Score -818610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -818612.187500 Penalty: 3080.399170
	Iteration 78Q: 3 clusters Score -818612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -818613.562500 Penalty: 3080.399170
	Iteration 79Q: 3 clusters Score -818613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -818614.875000 Penalty: 3080.399170
	Iteration 80F: 3 clusters Score -818614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -818617.125000 Penalty: 3080.399170
	Iteration 81Q: 3 clusters Score -818617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -818618.312500 Penalty: 3080.399170
	Iteration 82Q: 3 clusters Score -818618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -818619.562500 Penalty: 3080.399170
	Iteration 83Q: 3 clusters Score -818619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -818619.500000 Penalty: 3080.399170
	Iteration 84Q: 3 clusters Score -818619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -818624.000000 Penalty: 3080.399170
	Iteration 85Q: 3 clusters Score -818624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -818630.375000 Penalty: 3080.399170
	Iteration 86Q: 3 clusters Score -818630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -818633.312500 Penalty: 3080.399170
	Iteration 87Q: 3 clusters Score -818633.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -818635.875000 Penalty: 3080.399170
	Iteration 88Q: 3 clusters Score -818635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -818638.625000 Penalty: 3080.399170
	Iteration 89Q: 3 clusters Score -818638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -818639.750000 Penalty: 3080.399170
	Iteration 90Q: 3 clusters Score -818639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -818641.562500 Penalty: 3080.399170
	Iteration 91Q: 3 clusters Score -818641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -818646.062500 Penalty: 3080.399170
	Iteration 92Q: 3 clusters Score -818646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -818646.625000 Penalty: 3080.399170
	Iteration 93Q: 3 clusters Score -818646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -818645.687500 Penalty: 3080.399170
	Iteration 94Q: 3 clusters Score -818645.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -818646.875000 Penalty: 3080.399170
	Iteration 95Q: 3 clusters Score -818646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -818647.375000 Penalty: 3080.399170
	Iteration 96Q: 3 clusters Score -818647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -818648.000000 Penalty: 3080.399170
	Iteration 97Q: 3 clusters Score -818648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -818651.250000 Penalty: 3080.399170
	Iteration 98Q: 3 clusters Score -818651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -818651.687500 Penalty: 3080.399170
	Iteration 99Q: 3 clusters Score -818651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -818652.250000 Penalty: 3080.399170
	Iteration 100F: 3 clusters Score -818652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -818653.250000 Penalty: 3080.399170
	Iteration 101Q: 3 clusters Score -818653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -818654.187500 Penalty: 3080.399170
	Iteration 102Q: 3 clusters Score -818654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -818653.875000 Penalty: 3080.399170
	Iteration 103Q: 3 clusters Score -818653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -818653.875000 Penalty: 3080.399170
	Iteration 104F: 3 clusters Score -818653.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -367416.125000 Penalty: 1411.407593
	Iteration 0F: 2 clusters Score -367416.1 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 2939 members 
Entering Unmasked Estep 
Score: -362783.125000 Penalty: 2822.815186
	Iteration 0F: 3 clusters Score -362783.1 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -364175.031250 Penalty: 2822.815186
	Iteration 1F: 3 clusters Score -364175 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -364372.875000 Penalty: 2822.815186
	Iteration 2F: 3 clusters Score -364372.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -364548.812500 Penalty: 2822.815186
	Iteration 3F: 3 clusters Score -364548.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -364709.156250 Penalty: 2822.815186
	Iteration 4F: 3 clusters Score -364709.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -364847.406250 Penalty: 2822.815186
	Iteration 5Q: 3 clusters Score -364847.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -364993.031250 Penalty: 2822.815186
	Iteration 6Q: 3 clusters Score -364993 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -365131.031250 Penalty: 2822.815186
	Iteration 7Q: 3 clusters Score -365131 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -365262.343750 Penalty: 2822.815186
	Iteration 8Q: 3 clusters Score -365262.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -365400.312500 Penalty: 2822.815186
	Iteration 9Q: 3 clusters Score -365400.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -365525.125000 Penalty: 2822.815186
	Iteration 10Q: 3 clusters Score -365525.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -365654.718750 Penalty: 2822.815186
	Iteration 11Q: 3 clusters Score -365654.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -365769.500000 Penalty: 2822.815186
	Iteration 12Q: 3 clusters Score -365769.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -365864.750000 Penalty: 2822.815186
	Iteration 13Q: 3 clusters Score -365864.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -365934.343750 Penalty: 2822.815186
	Iteration 14Q: 3 clusters Score -365934.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -366014.187500 Penalty: 2822.815186
	Iteration 15Q: 3 clusters Score -366014.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -366085.125000 Penalty: 2822.815186
	Iteration 16Q: 3 clusters Score -366085.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -366133.906250 Penalty: 2822.815186
	Iteration 17Q: 3 clusters Score -366133.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -366170.843750 Penalty: 2822.815186
	Iteration 18Q: 3 clusters Score -366170.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -366202.218750 Penalty: 2822.815186
	Iteration 19Q: 3 clusters Score -366202.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -366221.031250 Penalty: 2822.815186
	Iteration 20F: 3 clusters Score -366221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -366239.531250 Penalty: 2822.815186
	Iteration 21Q: 3 clusters Score -366239.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -366259.250000 Penalty: 2822.815186
	Iteration 22Q: 3 clusters Score -366259.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -366275.187500 Penalty: 2822.815186
	Iteration 23Q: 3 clusters Score -366275.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -366287.531250 Penalty: 2822.815186
	Iteration 24Q: 3 clusters Score -366287.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -366296.281250 Penalty: 2822.815186
	Iteration 25Q: 3 clusters Score -366296.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -366304.406250 Penalty: 2822.815186
	Iteration 26Q: 3 clusters Score -366304.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -366312.031250 Penalty: 2822.815186
	Iteration 27Q: 3 clusters Score -366312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -366317.031250 Penalty: 2822.815186
	Iteration 28Q: 3 clusters Score -366317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -366323.406250 Penalty: 2822.815186
	Iteration 29Q: 3 clusters Score -366323.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -366329.281250 Penalty: 2822.815186
	Iteration 30Q: 3 clusters Score -366329.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -366336.000000 Penalty: 2822.815186
	Iteration 31Q: 3 clusters Score -366336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -366340.531250 Penalty: 2822.815186
	Iteration 32Q: 3 clusters Score -366340.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -366344.250000 Penalty: 2822.815186
	Iteration 33Q: 3 clusters Score -366344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -366348.250000 Penalty: 2822.815186
	Iteration 34Q: 3 clusters Score -366348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -366352.375000 Penalty: 2822.815186
	Iteration 35Q: 3 clusters Score -366352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -366355.531250 Penalty: 2822.815186
	Iteration 36Q: 3 clusters Score -366355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -366355.781250 Penalty: 2822.815186
	Iteration 37Q: 3 clusters Score -366355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -366357.781250 Penalty: 2822.815186
	Iteration 38Q: 3 clusters Score -366357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -366358.343750 Penalty: 2822.815186
	Iteration 39Q: 3 clusters Score -366358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -366358.343750 Penalty: 2822.815186
	Iteration 40F: 3 clusters Score -366358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -284411.437500 Penalty: 1387.611938
	Iteration 0F: 2 clusters Score -284411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -280375.093750 Penalty: 2775.223877
	Iteration 0F: 3 clusters Score -280375.1 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -281497.281250 Penalty: 2775.223877
	Iteration 1F: 3 clusters Score -281497.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -281665.750000 Penalty: 2775.223877
	Iteration 2F: 3 clusters Score -281665.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -281790.781250 Penalty: 2775.223877
	Iteration 3F: 3 clusters Score -281790.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -281884.031250 Penalty: 2775.223877
	Iteration 4Q: 3 clusters Score -281884 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -281959.906250 Penalty: 2775.223877
	Iteration 5Q: 3 clusters Score -281959.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -282019.375000 Penalty: 2775.223877
	Iteration 6Q: 3 clusters Score -282019.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -282070.562500 Penalty: 2775.223877
	Iteration 7Q: 3 clusters Score -282070.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -282134.187500 Penalty: 2775.223877
	Iteration 8Q: 3 clusters Score -282134.2 nChanged 136
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: -282206.500000 Penalty: 2775.223877
	Iteration 9Q: 3 clusters Score -282206.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -282279.250000 Penalty: 2775.223877
	Iteration 10Q: 3 clusters Score -282279.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -282348.406250 Penalty: 2775.223877
	Iteration 11Q: 3 clusters Score -282348.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -282449.000000 Penalty: 2775.223877
	Iteration 12Q: 3 clusters Score -282449 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -282550.093750 Penalty: 2775.223877
	Iteration 13Q: 3 clusters Score -282550.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -282631.750000 Penalty: 2775.223877
	Iteration 14Q: 3 clusters Score -282631.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -282705.375000 Penalty: 2775.223877
	Iteration 15Q: 3 clusters Score -282705.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -282784.625000 Penalty: 2775.223877
	Iteration 16Q: 3 clusters Score -282784.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -282873.187500 Penalty: 2775.223877
	Iteration 17Q: 3 clusters Score -282873.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -282971.343750 Penalty: 2775.223877
	Iteration 18Q: 3 clusters Score -282971.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -283075.375000 Penalty: 2775.223877
	Iteration 19Q: 3 clusters Score -283075.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -283178.375000 Penalty: 2775.223877
	Iteration 20F: 3 clusters Score -283178.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -283282.343750 Penalty: 2775.223877
	Iteration 21Q: 3 clusters Score -283282.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -283360.750000 Penalty: 2775.223877
	Iteration 22Q: 3 clusters Score -283360.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -283434.906250 Penalty: 2775.223877
	Iteration 23Q: 3 clusters Score -283434.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -283502.250000 Penalty: 2775.223877
	Iteration 24Q: 3 clusters Score -283502.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -283573.781250 Penalty: 2775.223877
	Iteration 25Q: 3 clusters Score -283573.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -283644.125000 Penalty: 2775.223877
	Iteration 26Q: 3 clusters Score -283644.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -283699.343750 Penalty: 2775.223877
	Iteration 27Q: 3 clusters Score -283699.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -283734.468750 Penalty: 2775.223877
	Iteration 28Q: 3 clusters Score -283734.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -283765.906250 Penalty: 2775.223877
	Iteration 29Q: 3 clusters Score -283765.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -283787.531250 Penalty: 2775.223877
	Iteration 30Q: 3 clusters Score -283787.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -283798.125000 Penalty: 2775.223877
	Iteration 31Q: 3 clusters Score -283798.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -283806.031250 Penalty: 2775.223877
	Iteration 32Q: 3 clusters Score -283806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -283814.187500 Penalty: 2775.223877
	Iteration 33Q: 3 clusters Score -283814.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -283821.343750 Penalty: 2775.223877
	Iteration 34Q: 3 clusters Score -283821.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -283828.437500 Penalty: 2775.223877
	Iteration 35Q: 3 clusters Score -283828.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -283835.437500 Penalty: 2775.223877
	Iteration 36Q: 3 clusters Score -283835.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -283838.375000 Penalty: 2775.223877
	Iteration 37Q: 3 clusters Score -283838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -283840.031250 Penalty: 2775.223877
	Iteration 38Q: 3 clusters Score -283840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -283840.750000 Penalty: 2775.223877
	Iteration 39Q: 3 clusters Score -283840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -283840.656250 Penalty: 2775.223877
	Iteration 40F: 3 clusters Score -283840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -283841.656250 Penalty: 2775.223877
	Iteration 41Q: 3 clusters Score -283841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -283842.218750 Penalty: 2775.223877
	Iteration 42Q: 3 clusters Score -283842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -283842.968750 Penalty: 2775.223877
	Iteration 43Q: 3 clusters Score -283843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -283845.031250 Penalty: 2775.223877
	Iteration 44Q: 3 clusters Score -283845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -283846.218750 Penalty: 2775.223877
	Iteration 45Q: 3 clusters Score -283846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -283847.687500 Penalty: 2775.223877
	Iteration 46Q: 3 clusters Score -283847.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -283849.093750 Penalty: 2775.223877
	Iteration 47Q: 3 clusters Score -283849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -283849.656250 Penalty: 2775.223877
	Iteration 48Q: 3 clusters Score -283849.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -283849.843750 Penalty: 2775.223877
	Iteration 49Q: 3 clusters Score -283849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -283849.843750 Penalty: 2775.223877
	Iteration 50F: 3 clusters Score -283849.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -257789.687500 Penalty: 1361.039795
	Iteration 0F: 2 clusters Score -257789.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -254224.328125 Penalty: 2722.079590
	Iteration 0F: 3 clusters Score -254224.3 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -255138.328125 Penalty: 2722.079590
	Iteration 1F: 3 clusters Score -255138.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -255332.656250 Penalty: 2722.079590
	Iteration 2F: 3 clusters Score -255332.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -255481.484375 Penalty: 2722.079590
	Iteration 3F: 3 clusters Score -255481.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -255607.640625 Penalty: 2722.079590
	Iteration 4Q: 3 clusters Score -255607.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -255721.250000 Penalty: 2722.079590
	Iteration 5Q: 3 clusters Score -255721.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -255858.734375 Penalty: 2722.079590
	Iteration 6Q: 3 clusters Score -255858.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -255991.734375 Penalty: 2722.079590
	Iteration 7Q: 3 clusters Score -255991.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -256129.328125 Penalty: 2722.079590
	Iteration 8Q: 3 clusters Score -256129.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -256315.437500 Penalty: 2722.079590
	Iteration 9Q: 3 clusters Score -256315.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -256543.000000 Penalty: 2722.079590
	Iteration 10Q: 3 clusters Score -256543 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -256800.578125 Penalty: 2722.079590
	Iteration 11Q: 3 clusters Score -256800.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -257010.390625 Penalty: 2722.079590
	Iteration 12Q: 3 clusters Score -257010.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -257105.921875 Penalty: 2722.079590
	Iteration 13Q: 3 clusters Score -257105.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257143.390625 Penalty: 2722.079590
	Iteration 14Q: 3 clusters Score -257143.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -257161.640625 Penalty: 2722.079590
	Iteration 15Q: 3 clusters Score -257161.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -257170.921875 Penalty: 2722.079590
	Iteration 16Q: 3 clusters Score -257170.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257176.546875 Penalty: 2722.079590
	Iteration 17Q: 3 clusters Score -257176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257179.171875 Penalty: 2722.079590
	Iteration 18Q: 3 clusters Score -257179.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -257181.687500 Penalty: 2722.079590
	Iteration 19Q: 3 clusters Score -257181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257183.453125 Penalty: 2722.079590
	Iteration 20F: 3 clusters Score -257183.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -257187.015625 Penalty: 2722.079590
	Iteration 21Q: 3 clusters Score -257187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -257189.875000 Penalty: 2722.079590
	Iteration 22Q: 3 clusters Score -257189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -257191.468750 Penalty: 2722.079590
	Iteration 23Q: 3 clusters Score -257191.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -257195.078125 Penalty: 2722.079590
	Iteration 24Q: 3 clusters Score -257195.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -257197.187500 Penalty: 2722.079590
	Iteration 25Q: 3 clusters Score -257197.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -257199.343750 Penalty: 2722.079590
	Iteration 26Q: 3 clusters Score -257199.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -257201.390625 Penalty: 2722.079590
	Iteration 27Q: 3 clusters Score -257201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -257201.343750 Penalty: 2722.079590
	Iteration 28Q: 3 clusters Score -257201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -257202.484375 Penalty: 2722.079590
	Iteration 29Q: 3 clusters Score -257202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -257203.312500 Penalty: 2722.079590
	Iteration 30Q: 3 clusters Score -257203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -257204.625000 Penalty: 2722.079590
	Iteration 31Q: 3 clusters Score -257204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -257205.609375 Penalty: 2722.079590
	Iteration 32Q: 3 clusters Score -257205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -257206.000000 Penalty: 2722.079590
	Iteration 33Q: 3 clusters Score -257206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -257206.000000 Penalty: 2722.079590
	Iteration 34F: 3 clusters Score -257206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Entering Unmasked Estep 
Score: -457498.062500 Penalty: 1452.319458
	Iteration 0F: 2 clusters Score -457498.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -451861.250000 Penalty: 2904.638916
	Iteration 0F: 3 clusters Score -451861.2 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -453491.031250 Penalty: 2904.638916
	Iteration 1F: 3 clusters Score -453491 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -453714.343750 Penalty: 2904.638916
	Iteration 2F: 3 clusters Score -453714.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -453875.812500 Penalty: 2904.638916
	Iteration 3F: 3 clusters Score -453875.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -454004.343750 Penalty: 2904.638916
	Iteration 4Q: 3 clusters Score -454004.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -454110.906250 Penalty: 2904.638916
	Iteration 5Q: 3 clusters Score -454110.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -454196.625000 Penalty: 2904.638916
	Iteration 6Q: 3 clusters Score -454196.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -454281.218750 Penalty: 2904.638916
	Iteration 7Q: 3 clusters Score -454281.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -454379.687500 Penalty: 2904.638916
	Iteration 8Q: 3 clusters Score -454379.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -454485.281250 Penalty: 2904.638916
	Iteration 9Q: 3 clusters Score -454485.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -454583.531250 Penalty: 2904.638916
	Iteration 10Q: 3 clusters Score -454583.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -454690.187500 Penalty: 2904.638916
	Iteration 11Q: 3 clusters Score -454690.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -454840.500000 Penalty: 2904.638916
	Iteration 12Q: 3 clusters Score -454840.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -455020.531250 Penalty: 2904.638916
	Iteration 13Q: 3 clusters Score -455020.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -455214.531250 Penalty: 2904.638916
	Iteration 14Q: 3 clusters Score -455214.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -455422.000000 Penalty: 2904.638916
	Iteration 15Q: 3 clusters Score -455422 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -455608.875000 Penalty: 2904.638916
	Iteration 16Q: 3 clusters Score -455608.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -455760.375000 Penalty: 2904.638916
	Iteration 17Q: 3 clusters Score -455760.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -455888.750000 Penalty: 2904.638916
	Iteration 18Q: 3 clusters Score -455888.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -455998.187500 Penalty: 2904.638916
	Iteration 19Q: 3 clusters Score -455998.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -456086.468750 Penalty: 2904.638916
	Iteration 20F: 3 clusters Score -456086.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -456177.843750 Penalty: 2904.638916
	Iteration 21Q: 3 clusters Score -456177.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -456252.218750 Penalty: 2904.638916
	Iteration 22Q: 3 clusters Score -456252.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -456300.656250 Penalty: 2904.638916
	Iteration 23Q: 3 clusters Score -456300.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -456326.656250 Penalty: 2904.638916
	Iteration 24Q: 3 clusters Score -456326.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -456350.500000 Penalty: 2904.638916
	Iteration 25Q: 3 clusters Score -456350.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -456373.531250 Penalty: 2904.638916
	Iteration 26Q: 3 clusters Score -456373.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -456400.468750 Penalty: 2904.638916
	Iteration 27Q: 3 clusters Score -456400.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -456423.250000 Penalty: 2904.638916
	Iteration 28Q: 3 clusters Score -456423.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -456450.218750 Penalty: 2904.638916
	Iteration 29Q: 3 clusters Score -456450.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -456474.593750 Penalty: 2904.638916
	Iteration 30Q: 3 clusters Score -456474.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -456495.218750 Penalty: 2904.638916
	Iteration 31Q: 3 clusters Score -456495.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -456521.218750 Penalty: 2904.638916
	Iteration 32Q: 3 clusters Score -456521.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -456547.750000 Penalty: 2904.638916
	Iteration 33Q: 3 clusters Score -456547.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -456573.375000 Penalty: 2904.638916
	Iteration 34Q: 3 clusters Score -456573.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -456597.468750 Penalty: 2904.638916
	Iteration 35Q: 3 clusters Score -456597.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -456613.437500 Penalty: 2904.638916
	Iteration 36Q: 3 clusters Score -456613.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -456627.031250 Penalty: 2904.638916
	Iteration 37Q: 3 clusters Score -456627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -456641.531250 Penalty: 2904.638916
	Iteration 38Q: 3 clusters Score -456641.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -456653.031250 Penalty: 2904.638916
	Iteration 39Q: 3 clusters Score -456653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -456659.843750 Penalty: 2904.638916
	Iteration 40F: 3 clusters Score -456659.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -456665.500000 Penalty: 2904.638916
	Iteration 41Q: 3 clusters Score -456665.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -456668.812500 Penalty: 2904.638916
	Iteration 42Q: 3 clusters Score -456668.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -456670.906250 Penalty: 2904.638916
	Iteration 43Q: 3 clusters Score -456670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -456671.718750 Penalty: 2904.638916
	Iteration 44Q: 3 clusters Score -456671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -456674.312500 Penalty: 2904.638916
	Iteration 45Q: 3 clusters Score -456674.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -456676.281250 Penalty: 2904.638916
	Iteration 46Q: 3 clusters Score -456676.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -456677.875000 Penalty: 2904.638916
	Iteration 47Q: 3 clusters Score -456677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -456677.718750 Penalty: 2904.638916
	Iteration 48Q: 3 clusters Score -456677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -456678.843750 Penalty: 2904.638916
	Iteration 49Q: 3 clusters Score -456678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -456677.781250 Penalty: 2904.638916
	Iteration 50Q: 3 clusters Score -456677.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -456677.781250 Penalty: 2904.638916
	Iteration 51F: 3 clusters Score -456677.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103626 members 
Entering Unmasked Estep 
Score: -6387430.000000 Penalty: 1876.638428
	Iteration 0F: 2 clusters Score -6387430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -6318058.000000 Penalty: 3753.276855
	Iteration 0F: 3 clusters Score -6318058 nChanged 49746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -6347256.500000 Penalty: 3753.276855
	Iteration 1F: 3 clusters Score -6347256 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -6348417.000000 Penalty: 3753.276855
	Iteration 2Q: 3 clusters Score -6348417 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -6349991.500000 Penalty: 3753.276855
	Iteration 3Q: 3 clusters Score -6349992 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -6351813.000000 Penalty: 3753.276855
	Iteration 4Q: 3 clusters Score -6351813 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -6353851.000000 Penalty: 3753.276855
	Iteration 5Q: 3 clusters Score -6353851 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -6355947.500000 Penalty: 3753.276855
	Iteration 6Q: 3 clusters Score -6355948 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -6357791.500000 Penalty: 3753.276855
	Iteration 7Q: 3 clusters Score -6357792 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -6359497.500000 Penalty: 3753.276855
	Iteration 8Q: 3 clusters Score -6359498 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -6361259.000000 Penalty: 3753.276855
	Iteration 9Q: 3 clusters Score -6361259 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -6363118.500000 Penalty: 3753.276855
	Iteration 10Q: 3 clusters Score -6363118 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -6365478.500000 Penalty: 3753.276855
	Iteration 11Q: 3 clusters Score -6365478 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 76433 members 
Entering Unmasked Estep 
Score: -6368419.500000 Penalty: 3753.276855
	Iteration 12F: 3 clusters Score -6368420 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -6371779.500000 Penalty: 3753.276855
	Iteration 13F: 3 clusters Score -6371780 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 87782 members 
Entering Unmasked Estep 
Score: -6375438.500000 Penalty: 3753.276855
	Iteration 14F: 3 clusters Score -6375438 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -6378722.000000 Penalty: 3753.276855
	Iteration 15Q: 3 clusters Score -6378722 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -6381389.000000 Penalty: 3753.276855
	Iteration 16Q: 3 clusters Score -6381389 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -6383247.000000 Penalty: 3753.276855
	Iteration 17Q: 3 clusters Score -6383247 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 101134 members 
Entering Unmasked Estep 
Score: -6384349.000000 Penalty: 3753.276855
	Iteration 18Q: 3 clusters Score -6384349 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -6385003.500000 Penalty: 3753.276855
	Iteration 19Q: 3 clusters Score -6385004 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -6385341.500000 Penalty: 3753.276855
	Iteration 20F: 3 clusters Score -6385342 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 102840 members 
Entering Unmasked Estep 
Score: -6385527.000000 Penalty: 3753.276855
	Iteration 21Q: 3 clusters Score -6385527 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -6385626.000000 Penalty: 3753.276855
	Iteration 22Q: 3 clusters Score -6385626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 103058 members 
Entering Unmasked Estep 
Score: -6385691.500000 Penalty: 3753.276855
	Iteration 23Q: 3 clusters Score -6385692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103117 members 
Entering Unmasked Estep 
Score: -6385719.500000 Penalty: 3753.276855
	Iteration 24Q: 3 clusters Score -6385720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -6385740.000000 Penalty: 3753.276855
	Iteration 25Q: 3 clusters Score -6385740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -6385764.000000 Penalty: 3753.276855
	Iteration 26Q: 3 clusters Score -6385764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 103171 members 
Entering Unmasked Estep 
Score: -6385773.500000 Penalty: 3753.276855
	Iteration 27Q: 3 clusters Score -6385774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 103176 members 
Entering Unmasked Estep 
Score: -6385778.000000 Penalty: 3753.276855
	Iteration 28Q: 3 clusters Score -6385778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -6385778.500000 Penalty: 3753.276855
	Iteration 29Q: 3 clusters Score -6385778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -6385784.500000 Penalty: 3753.276855
	Iteration 30Q: 3 clusters Score -6385784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -6385788.000000 Penalty: 3753.276855
	Iteration 31Q: 3 clusters Score -6385788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 103200 members 
Entering Unmasked Estep 
Score: -6385789.000000 Penalty: 3753.276855
	Iteration 32Q: 3 clusters Score -6385789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -6385796.500000 Penalty: 3753.276855
	Iteration 33Q: 3 clusters Score -6385796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 103211 members 
Entering Unmasked Estep 
Score: -6385801.000000 Penalty: 3753.276855
	Iteration 34Q: 3 clusters Score -6385801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 103212 members 
Entering Unmasked Estep 
Score: -6385801.000000 Penalty: 3753.276855
	Iteration 35Q: 3 clusters Score -6385801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -6385802.500000 Penalty: 3753.276855
	Iteration 36Q: 3 clusters Score -6385802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 103221 members 
Entering Unmasked Estep 
Score: -6385802.000000 Penalty: 3753.276855
	Iteration 37Q: 3 clusters Score -6385802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -6385805.000000 Penalty: 3753.276855
	Iteration 38Q: 3 clusters Score -6385805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 103229 members 
Entering Unmasked Estep 
Score: -6385811.000000 Penalty: 3753.276855
	Iteration 39Q: 3 clusters Score -6385811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -6385818.500000 Penalty: 3753.276855
	Iteration 40F: 3 clusters Score -6385818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 103243 members 
Entering Unmasked Estep 
Score: -6385824.500000 Penalty: 3753.276855
	Iteration 41Q: 3 clusters Score -6385824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -6385829.500000 Penalty: 3753.276855
	Iteration 42Q: 3 clusters Score -6385830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -6385830.000000 Penalty: 3753.276855
	Iteration 43Q: 3 clusters Score -6385830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -6385832.500000 Penalty: 3753.276855
	Iteration 44Q: 3 clusters Score -6385832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -6385835.000000 Penalty: 3753.276855
	Iteration 45Q: 3 clusters Score -6385835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 103251 members 
Entering Unmasked Estep 
Score: -6385831.500000 Penalty: 3753.276855
	Iteration 46Q: 3 clusters Score -6385832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 103254 members 
Entering Unmasked Estep 
Score: -6385839.500000 Penalty: 3753.276855
	Iteration 47Q: 3 clusters Score -6385840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 103258 members 
Entering Unmasked Estep 
Score: -6385842.000000 Penalty: 3753.276855
	Iteration 48Q: 3 clusters Score -6385842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 103260 members 
Entering Unmasked Estep 
Score: -6385840.500000 Penalty: 3753.276855
	Iteration 49Q: 3 clusters Score -6385840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103261 members 
Entering Unmasked Estep 
Score: -6385838.500000 Penalty: 3753.276855
	Iteration 50Q: 3 clusters Score -6385838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 103262 members 
Entering Unmasked Estep 
Score: -6385839.000000 Penalty: 3753.276855
	Iteration 51Q: 3 clusters Score -6385839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103261 members 
Entering Unmasked Estep 
Score: -6385844.000000 Penalty: 3753.276855
	Iteration 52Q: 3 clusters Score -6385844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103261 members 
Entering Unmasked Estep 
Score: -6385844.000000 Penalty: 3753.276855
	Iteration 53F: 3 clusters Score -6385844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Entering Unmasked Estep 
Score: -1521248.500000 Penalty: 1641.436768
	Iteration 0F: 2 clusters Score -1521248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1504753.750000 Penalty: 3282.873535
	Iteration 0F: 3 clusters Score -1504754 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1511237.625000 Penalty: 3282.873535
	Iteration 1F: 3 clusters Score -1511238 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1511768.500000 Penalty: 3282.873535
	Iteration 2F: 3 clusters Score -1511768 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1512343.125000 Penalty: 3282.873535
	Iteration 3F: 3 clusters Score -1512343 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1513036.000000 Penalty: 3282.873535
	Iteration 4F: 3 clusters Score -1513036 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1513912.375000 Penalty: 3282.873535
	Iteration 5F: 3 clusters Score -1513912 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1514960.875000 Penalty: 3282.873535
	Iteration 6F: 3 clusters Score -1514961 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1516065.875000 Penalty: 3282.873535
	Iteration 7F: 3 clusters Score -1516066 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1517102.375000 Penalty: 3282.873535
	Iteration 8F: 3 clusters Score -1517102 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1517964.625000 Penalty: 3282.873535
	Iteration 9Q: 3 clusters Score -1517965 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1518545.000000 Penalty: 3282.873535
	Iteration 10Q: 3 clusters Score -1518545 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1518918.750000 Penalty: 3282.873535
	Iteration 11Q: 3 clusters Score -1518919 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1519140.500000 Penalty: 3282.873535
	Iteration 12Q: 3 clusters Score -1519140 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1519291.625000 Penalty: 3282.873535
	Iteration 13Q: 3 clusters Score -1519292 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1519389.500000 Penalty: 3282.873535
	Iteration 14Q: 3 clusters Score -1519390 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1519457.375000 Penalty: 3282.873535
	Iteration 15Q: 3 clusters Score -1519457 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1519510.000000 Penalty: 3282.873535
	Iteration 16Q: 3 clusters Score -1519510 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1519547.125000 Penalty: 3282.873535
	Iteration 17Q: 3 clusters Score -1519547 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1519579.250000 Penalty: 3282.873535
	Iteration 18Q: 3 clusters Score -1519579 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1519611.375000 Penalty: 3282.873535
	Iteration 19Q: 3 clusters Score -1519611 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1519632.000000 Penalty: 3282.873535
	Iteration 20F: 3 clusters Score -1519632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1519670.250000 Penalty: 3282.873535
	Iteration 21Q: 3 clusters Score -1519670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1519691.750000 Penalty: 3282.873535
	Iteration 22Q: 3 clusters Score -1519692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1519712.625000 Penalty: 3282.873535
	Iteration 23Q: 3 clusters Score -1519713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1519725.750000 Penalty: 3282.873535
	Iteration 24Q: 3 clusters Score -1519726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1519736.750000 Penalty: 3282.873535
	Iteration 25Q: 3 clusters Score -1519737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1519746.500000 Penalty: 3282.873535
	Iteration 26Q: 3 clusters Score -1519746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1519753.000000 Penalty: 3282.873535
	Iteration 27Q: 3 clusters Score -1519753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1519762.000000 Penalty: 3282.873535
	Iteration 28Q: 3 clusters Score -1519762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1519772.625000 Penalty: 3282.873535
	Iteration 29Q: 3 clusters Score -1519773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1519782.750000 Penalty: 3282.873535
	Iteration 30Q: 3 clusters Score -1519783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1519787.500000 Penalty: 3282.873535
	Iteration 31Q: 3 clusters Score -1519788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1519790.125000 Penalty: 3282.873535
	Iteration 32Q: 3 clusters Score -1519790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1519798.750000 Penalty: 3282.873535
	Iteration 33Q: 3 clusters Score -1519799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1519802.500000 Penalty: 3282.873535
	Iteration 34Q: 3 clusters Score -1519802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1519812.000000 Penalty: 3282.873535
	Iteration 35Q: 3 clusters Score -1519812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1519818.625000 Penalty: 3282.873535
	Iteration 36Q: 3 clusters Score -1519819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1519821.750000 Penalty: 3282.873535
	Iteration 37Q: 3 clusters Score -1519822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1519826.250000 Penalty: 3282.873535
	Iteration 38Q: 3 clusters Score -1519826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1519836.500000 Penalty: 3282.873535
	Iteration 39Q: 3 clusters Score -1519836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1519839.500000 Penalty: 3282.873535
	Iteration 40F: 3 clusters Score -1519840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1519843.375000 Penalty: 3282.873535
	Iteration 41Q: 3 clusters Score -1519843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1519846.000000 Penalty: 3282.873535
	Iteration 42Q: 3 clusters Score -1519846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1519848.625000 Penalty: 3282.873535
	Iteration 43Q: 3 clusters Score -1519849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1519849.625000 Penalty: 3282.873535
	Iteration 44Q: 3 clusters Score -1519850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1519849.375000 Penalty: 3282.873535
	Iteration 45Q: 3 clusters Score -1519849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1519853.125000 Penalty: 3282.873535
	Iteration 46Q: 3 clusters Score -1519853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1519853.125000 Penalty: 3282.873535
	Iteration 47Q: 3 clusters Score -1519853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1519853.000000 Penalty: 3282.873535
	Iteration 48Q: 3 clusters Score -1519853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1519855.250000 Penalty: 3282.873535
	Iteration 49Q: 3 clusters Score -1519855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1519860.375000 Penalty: 3282.873535
	Iteration 50Q: 3 clusters Score -1519860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1519860.625000 Penalty: 3282.873535
	Iteration 51Q: 3 clusters Score -1519861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1519867.625000 Penalty: 3282.873535
	Iteration 52Q: 3 clusters Score -1519868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1519863.625000 Penalty: 3282.873535
	Iteration 53Q: 3 clusters Score -1519864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1519867.125000 Penalty: 3282.873535
	Iteration 54Q: 3 clusters Score -1519867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1519868.750000 Penalty: 3282.873535
	Iteration 55Q: 3 clusters Score -1519869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1519871.125000 Penalty: 3282.873535
	Iteration 56Q: 3 clusters Score -1519871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1519872.125000 Penalty: 3282.873535
	Iteration 57Q: 3 clusters Score -1519872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1519871.000000 Penalty: 3282.873535
	Iteration 58Q: 3 clusters Score -1519871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1519873.750000 Penalty: 3282.873535
	Iteration 59Q: 3 clusters Score -1519874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1519877.875000 Penalty: 3282.873535
	Iteration 60F: 3 clusters Score -1519878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1519878.125000 Penalty: 3282.873535
	Iteration 61Q: 3 clusters Score -1519878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1519878.875000 Penalty: 3282.873535
	Iteration 62Q: 3 clusters Score -1519879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1519878.875000 Penalty: 3282.873535
	Iteration 63F: 3 clusters Score -1519879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Entering Unmasked Estep 
Score: -282572.593750 Penalty: 1374.334473
	Iteration 0F: 2 clusters Score -282572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -278831.062500 Penalty: 2748.668945
	Iteration 0F: 3 clusters Score -278831.1 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -279994.250000 Penalty: 2748.668945
	Iteration 1F: 3 clusters Score -279994.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -280306.906250 Penalty: 2748.668945
	Iteration 2F: 3 clusters Score -280306.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -280606.156250 Penalty: 2748.668945
	Iteration 3F: 3 clusters Score -280606.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -280900.218750 Penalty: 2748.668945
	Iteration 4F: 3 clusters Score -280900.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -281129.781250 Penalty: 2748.668945
	Iteration 5F: 3 clusters Score -281129.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -281344.156250 Penalty: 2748.668945
	Iteration 6F: 3 clusters Score -281344.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -281485.531250 Penalty: 2748.668945
	Iteration 7Q: 3 clusters Score -281485.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -281595.250000 Penalty: 2748.668945
	Iteration 8Q: 3 clusters Score -281595.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -281672.312500 Penalty: 2748.668945
	Iteration 9Q: 3 clusters Score -281672.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -281731.312500 Penalty: 2748.668945
	Iteration 10Q: 3 clusters Score -281731.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -281784.968750 Penalty: 2748.668945
	Iteration 11Q: 3 clusters Score -281785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -281831.750000 Penalty: 2748.668945
	Iteration 12Q: 3 clusters Score -281831.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -281876.687500 Penalty: 2748.668945
	Iteration 13Q: 3 clusters Score -281876.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -281916.250000 Penalty: 2748.668945
	Iteration 14Q: 3 clusters Score -281916.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -281950.000000 Penalty: 2748.668945
	Iteration 15Q: 3 clusters Score -281950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -281977.281250 Penalty: 2748.668945
	Iteration 16Q: 3 clusters Score -281977.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -282004.781250 Penalty: 2748.668945
	Iteration 17Q: 3 clusters Score -282004.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -282018.750000 Penalty: 2748.668945
	Iteration 18Q: 3 clusters Score -282018.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -282027.187500 Penalty: 2748.668945
	Iteration 19Q: 3 clusters Score -282027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -282033.406250 Penalty: 2748.668945
	Iteration 20F: 3 clusters Score -282033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -282037.218750 Penalty: 2748.668945
	Iteration 21Q: 3 clusters Score -282037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -282038.125000 Penalty: 2748.668945
	Iteration 22Q: 3 clusters Score -282038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -282039.187500 Penalty: 2748.668945
	Iteration 23Q: 3 clusters Score -282039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -282039.343750 Penalty: 2748.668945
	Iteration 24Q: 3 clusters Score -282039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -282040.406250 Penalty: 2748.668945
	Iteration 25Q: 3 clusters Score -282040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -282041.593750 Penalty: 2748.668945
	Iteration 26Q: 3 clusters Score -282041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -282041.593750 Penalty: 2748.668945
	Iteration 27F: 3 clusters Score -282041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Entering Unmasked Estep 
Score: -343657.281250 Penalty: 1408.637695
	Iteration 0F: 2 clusters Score -343657.3 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 2872 members 
Entering Unmasked Estep 
Score: -339124.187500 Penalty: 2817.275391
	Iteration 0F: 3 clusters Score -339124.2 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -340360.781250 Penalty: 2817.275391
	Iteration 1F: 3 clusters Score -340360.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -340583.906250 Penalty: 2817.275391
	Iteration 2F: 3 clusters Score -340583.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -340734.562500 Penalty: 2817.275391
	Iteration 3F: 3 clusters Score -340734.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -340854.750000 Penalty: 2817.275391
	Iteration 4Q: 3 clusters Score -340854.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -340984.093750 Penalty: 2817.275391
	Iteration 5Q: 3 clusters Score -340984.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -341127.312500 Penalty: 2817.275391
	Iteration 6Q: 3 clusters Score -341127.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -341295.250000 Penalty: 2817.275391
	Iteration 7Q: 3 clusters Score -341295.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -341475.906250 Penalty: 2817.275391
	Iteration 8Q: 3 clusters Score -341475.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -341659.312500 Penalty: 2817.275391
	Iteration 9Q: 3 clusters Score -341659.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -341821.062500 Penalty: 2817.275391
	Iteration 10Q: 3 clusters Score -341821.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -341952.656250 Penalty: 2817.275391
	Iteration 11Q: 3 clusters Score -341952.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -342087.125000 Penalty: 2817.275391
	Iteration 12Q: 3 clusters Score -342087.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -342191.031250 Penalty: 2817.275391
	Iteration 13Q: 3 clusters Score -342191 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -342261.812500 Penalty: 2817.275391
	Iteration 14Q: 3 clusters Score -342261.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -342328.968750 Penalty: 2817.275391
	Iteration 15Q: 3 clusters Score -342329 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -342378.562500 Penalty: 2817.275391
	Iteration 16Q: 3 clusters Score -342378.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -342416.187500 Penalty: 2817.275391
	Iteration 17Q: 3 clusters Score -342416.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -342450.750000 Penalty: 2817.275391
	Iteration 18Q: 3 clusters Score -342450.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -342484.437500 Penalty: 2817.275391
	Iteration 19Q: 3 clusters Score -342484.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -342508.343750 Penalty: 2817.275391
	Iteration 20F: 3 clusters Score -342508.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -342528.093750 Penalty: 2817.275391
	Iteration 21Q: 3 clusters Score -342528.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -342545.406250 Penalty: 2817.275391
	Iteration 22Q: 3 clusters Score -342545.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -342562.875000 Penalty: 2817.275391
	Iteration 23Q: 3 clusters Score -342562.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -342584.187500 Penalty: 2817.275391
	Iteration 24Q: 3 clusters Score -342584.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -342605.375000 Penalty: 2817.275391
	Iteration 25Q: 3 clusters Score -342605.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -342619.593750 Penalty: 2817.275391
	Iteration 26Q: 3 clusters Score -342619.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -342634.375000 Penalty: 2817.275391
	Iteration 27Q: 3 clusters Score -342634.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -342655.531250 Penalty: 2817.275391
	Iteration 28Q: 3 clusters Score -342655.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -342674.937500 Penalty: 2817.275391
	Iteration 29Q: 3 clusters Score -342674.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -342689.718750 Penalty: 2817.275391
	Iteration 30Q: 3 clusters Score -342689.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -342708.125000 Penalty: 2817.275391
	Iteration 31Q: 3 clusters Score -342708.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -342727.843750 Penalty: 2817.275391
	Iteration 32Q: 3 clusters Score -342727.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -342750.781250 Penalty: 2817.275391
	Iteration 33Q: 3 clusters Score -342750.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -342779.343750 Penalty: 2817.275391
	Iteration 34Q: 3 clusters Score -342779.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -342810.687500 Penalty: 2817.275391
	Iteration 35Q: 3 clusters Score -342810.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -342837.937500 Penalty: 2817.275391
	Iteration 36Q: 3 clusters Score -342837.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342856.562500 Penalty: 2817.275391
	Iteration 37Q: 3 clusters Score -342856.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -342869.843750 Penalty: 2817.275391
	Iteration 38Q: 3 clusters Score -342869.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -342879.281250 Penalty: 2817.275391
	Iteration 39Q: 3 clusters Score -342879.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -342886.187500 Penalty: 2817.275391
	Iteration 40F: 3 clusters Score -342886.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -342890.812500 Penalty: 2817.275391
	Iteration 41Q: 3 clusters Score -342890.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -342898.562500 Penalty: 2817.275391
	Iteration 42Q: 3 clusters Score -342898.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -342910.656250 Penalty: 2817.275391
	Iteration 43Q: 3 clusters Score -342910.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -342919.312500 Penalty: 2817.275391
	Iteration 44Q: 3 clusters Score -342919.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -342921.718750 Penalty: 2817.275391
	Iteration 45Q: 3 clusters Score -342921.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -342925.000000 Penalty: 2817.275391
	Iteration 46Q: 3 clusters Score -342925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -342927.531250 Penalty: 2817.275391
	Iteration 47Q: 3 clusters Score -342927.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -342929.687500 Penalty: 2817.275391
	Iteration 48Q: 3 clusters Score -342929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -342929.875000 Penalty: 2817.275391
	Iteration 49Q: 3 clusters Score -342929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -342929.937500 Penalty: 2817.275391
	Iteration 50Q: 3 clusters Score -342929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -342929.937500 Penalty: 2817.275391
	Iteration 51F: 3 clusters Score -342929.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -112266.554688 Penalty: 1240.265137
	Iteration 0F: 2 clusters Score -112266.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -110127.992188 Penalty: 2480.530273
	Iteration 0F: 3 clusters Score -110128 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -110665.148438 Penalty: 2480.530273
	Iteration 1F: 3 clusters Score -110665.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -110849.171875 Penalty: 2480.530273
	Iteration 2F: 3 clusters Score -110849.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -110964.453125 Penalty: 2480.530273
	Iteration 3F: 3 clusters Score -110964.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -111074.218750 Penalty: 2480.530273
	Iteration 4F: 3 clusters Score -111074.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -111160.500000 Penalty: 2480.530273
	Iteration 5Q: 3 clusters Score -111160.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -111232.210938 Penalty: 2480.530273
	Iteration 6Q: 3 clusters Score -111232.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -111276.546875 Penalty: 2480.530273
	Iteration 7Q: 3 clusters Score -111276.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -111305.585938 Penalty: 2480.530273
	Iteration 8Q: 3 clusters Score -111305.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -111329.687500 Penalty: 2480.530273
	Iteration 9Q: 3 clusters Score -111329.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -111343.882812 Penalty: 2480.530273
	Iteration 10Q: 3 clusters Score -111343.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -111354.984375 Penalty: 2480.530273
	Iteration 11Q: 3 clusters Score -111355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -111362.289062 Penalty: 2480.530273
	Iteration 12Q: 3 clusters Score -111362.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -111368.101562 Penalty: 2480.530273
	Iteration 13Q: 3 clusters Score -111368.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -111376.242188 Penalty: 2480.530273
	Iteration 14Q: 3 clusters Score -111376.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -111382.531250 Penalty: 2480.530273
	Iteration 15Q: 3 clusters Score -111382.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -111387.007812 Penalty: 2480.530273
	Iteration 16Q: 3 clusters Score -111387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -111390.531250 Penalty: 2480.530273
	Iteration 17Q: 3 clusters Score -111390.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -111396.882812 Penalty: 2480.530273
	Iteration 18Q: 3 clusters Score -111396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -111399.437500 Penalty: 2480.530273
	Iteration 19Q: 3 clusters Score -111399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -111403.687500 Penalty: 2480.530273
	Iteration 20F: 3 clusters Score -111403.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -111406.507812 Penalty: 2480.530273
	Iteration 21Q: 3 clusters Score -111406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -111408.281250 Penalty: 2480.530273
	Iteration 22Q: 3 clusters Score -111408.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -111411.429688 Penalty: 2480.530273
	Iteration 23Q: 3 clusters Score -111411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -111412.117188 Penalty: 2480.530273
	Iteration 24Q: 3 clusters Score -111412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -111414.015625 Penalty: 2480.530273
	Iteration 25Q: 3 clusters Score -111414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -111415.093750 Penalty: 2480.530273
	Iteration 26Q: 3 clusters Score -111415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -111415.609375 Penalty: 2480.530273
	Iteration 27Q: 3 clusters Score -111415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -111415.609375 Penalty: 2480.530273
	Iteration 28F: 3 clusters Score -111415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6581 members 
Mstep: Class 3 contains 5494 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 7332 members 
Mstep: Class 6 contains 28669 members 
Mstep: Class 7 contains 146936 members 
Mstep: Class 8 contains 36112 members 
Mstep: Class 9 contains 10614 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7728 members 
Mstep: Class 12 contains 22221 members 
Mstep: Class 13 contains 13071 members 
Mstep: Class 14 contains 5917 members 
Mstep: Class 15 contains 5111 members 
Mstep: Class 16 contains 4340 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 103626 members 
Mstep: Class 20 contains 24371 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5817 members 
Mstep: Class 23 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961770.000000 Penalty: 46602.589844
Iteration 119Q: 23 clusters Score -2.696177e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6579 members 
Mstep: Class 3 contains 5495 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 28669 members 
Mstep: Class 7 contains 146941 members 
Mstep: Class 8 contains 36108 members 
Mstep: Class 9 contains 10605 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7735 members 
Mstep: Class 12 contains 22276 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 5923 members 
Mstep: Class 15 contains 5118 members 
Mstep: Class 16 contains 4340 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103616 members 
Mstep: Class 20 contains 24365 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 5816 members 
Mstep: Class 23 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961752.000000 Penalty: 46602.589844
Iteration 120F: 23 clusters Score -2.696175e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 28666 members 
Mstep: Class 7 contains 146948 members 
Mstep: Class 8 contains 36103 members 
Mstep: Class 9 contains 10596 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 22334 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 5922 members 
Mstep: Class 15 contains 5123 members 
Mstep: Class 16 contains 4341 members 
Mstep: Class 17 contains 7621 members 
Mstep: Class 18 contains 103617 members 
Mstep: Class 20 contains 24359 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 2060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961764.000000 Penalty: 46602.589844
Iteration 121Q: 23 clusters Score -2.696176e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 5496 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 6 contains 28662 members 
Mstep: Class 7 contains 146957 members 
Mstep: Class 8 contains 36098 members 
Mstep: Class 9 contains 10590 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7734 members 
Mstep: Class 12 contains 22390 members 
Mstep: Class 13 contains 13064 members 
Mstep: Class 14 contains 5921 members 
Mstep: Class 15 contains 5136 members 
Mstep: Class 16 contains 4341 members 
Mstep: Class 17 contains 7621 members 
Mstep: Class 18 contains 103618 members 
Mstep: Class 20 contains 24350 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 2059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961804.000000 Penalty: 46602.589844
Iteration 122Q: 23 clusters Score -2.69618e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 5493 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 7193 members 
Mstep: Class 6 contains 28657 members 
Mstep: Class 7 contains 146959 members 
Mstep: Class 8 contains 36090 members 
Mstep: Class 9 contains 10586 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 22449 members 
Mstep: Class 13 contains 13063 members 
Mstep: Class 14 contains 5925 members 
Mstep: Class 15 contains 5146 members 
Mstep: Class 16 contains 4341 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 103624 members 
Mstep: Class 20 contains 24339 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961846.000000 Penalty: 46602.589844
Iteration 123Q: 23 clusters Score -2.696185e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 5492 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 7163 members 
Mstep: Class 6 contains 28653 members 
Mstep: Class 7 contains 146957 members 
Mstep: Class 8 contains 36081 members 
Mstep: Class 9 contains 10583 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7744 members 
Mstep: Class 12 contains 22514 members 
Mstep: Class 13 contains 13059 members 
Mstep: Class 14 contains 5924 members 
Mstep: Class 15 contains 5150 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 103625 members 
Mstep: Class 20 contains 24334 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 2053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961824.000000 Penalty: 46602.589844
Iteration 124Q: 23 clusters Score -2.696182e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 5492 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 7133 members 
Mstep: Class 6 contains 28649 members 
Mstep: Class 7 contains 146961 members 
Mstep: Class 8 contains 36075 members 
Mstep: Class 9 contains 10583 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 22571 members 
Mstep: Class 13 contains 13058 members 
Mstep: Class 14 contains 5923 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 4346 members 
Mstep: Class 17 contains 7622 members 
Mstep: Class 18 contains 103619 members 
Mstep: Class 20 contains 24323 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961866.000000 Penalty: 46602.589844
Iteration 125Q: 23 clusters Score -2.696187e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 5493 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 7098 members 
Mstep: Class 6 contains 28646 members 
Mstep: Class 7 contains 146973 members 
Mstep: Class 8 contains 36073 members 
Mstep: Class 9 contains 10574 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 22624 members 
Mstep: Class 13 contains 13058 members 
Mstep: Class 14 contains 5928 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 4348 members 
Mstep: Class 17 contains 7621 members 
Mstep: Class 18 contains 103614 members 
Mstep: Class 20 contains 24309 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961966.000000 Penalty: 46602.589844
Iteration 126Q: 23 clusters Score -2.696197e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6568 members 
Mstep: Class 3 contains 5495 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 7075 members 
Mstep: Class 6 contains 28646 members 
Mstep: Class 7 contains 146990 members 
Mstep: Class 8 contains 36068 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7779 members 
Mstep: Class 12 contains 22663 members 
Mstep: Class 13 contains 13055 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 5162 members 
Mstep: Class 16 contains 4348 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 103608 members 
Mstep: Class 20 contains 24296 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961940.000000 Penalty: 46602.589844
Iteration 127Q: 23 clusters Score -2.696194e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 5492 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 28645 members 
Mstep: Class 7 contains 147005 members 
Mstep: Class 8 contains 36063 members 
Mstep: Class 9 contains 10565 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7781 members 
Mstep: Class 12 contains 22698 members 
Mstep: Class 13 contains 13054 members 
Mstep: Class 14 contains 5937 members 
Mstep: Class 15 contains 5168 members 
Mstep: Class 16 contains 4349 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 103608 members 
Mstep: Class 20 contains 24291 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961944.000000 Penalty: 46602.589844
Iteration 128Q: 23 clusters Score -2.696194e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 5492 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 28642 members 
Mstep: Class 7 contains 147025 members 
Mstep: Class 8 contains 36059 members 
Mstep: Class 9 contains 10553 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7779 members 
Mstep: Class 12 contains 22740 members 
Mstep: Class 13 contains 13049 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 5179 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 103605 members 
Mstep: Class 20 contains 24284 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961904.000000 Penalty: 46602.589844
Iteration 129Q: 23 clusters Score -2.69619e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 5491 members 
Mstep: Class 4 contains 6538 members 
Mstep: Class 5 contains 6997 members 
Mstep: Class 6 contains 28639 members 
Mstep: Class 7 contains 147053 members 
Mstep: Class 8 contains 36053 members 
Mstep: Class 9 contains 10540 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7768 members 
Mstep: Class 12 contains 22774 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 5184 members 
Mstep: Class 16 contains 4353 members 
Mstep: Class 17 contains 7622 members 
Mstep: Class 18 contains 103604 members 
Mstep: Class 20 contains 24275 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962022.000000 Penalty: 46602.589844
Iteration 130Q: 23 clusters Score -2.696202e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 5494 members 
Mstep: Class 4 contains 6538 members 
Mstep: Class 5 contains 6967 members 
Mstep: Class 6 contains 28635 members 
Mstep: Class 7 contains 147071 members 
Mstep: Class 8 contains 36046 members 
Mstep: Class 9 contains 10527 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7761 members 
Mstep: Class 12 contains 22815 members 
Mstep: Class 13 contains 13044 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 16 contains 4357 members 
Mstep: Class 17 contains 7621 members 
Mstep: Class 18 contains 103605 members 
Mstep: Class 20 contains 24268 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962030.000000 Penalty: 46602.589844
Iteration 131Q: 23 clusters Score -2.696203e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6568 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 6538 members 
Mstep: Class 5 contains 6946 members 
Mstep: Class 6 contains 28636 members 
Mstep: Class 7 contains 147082 members 
Mstep: Class 8 contains 36041 members 
Mstep: Class 9 contains 10516 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 22848 members 
Mstep: Class 13 contains 13040 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 5202 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 103598 members 
Mstep: Class 20 contains 24258 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962002.000000 Penalty: 46602.589844
Iteration 132Q: 23 clusters Score -2.6962e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 6538 members 
Mstep: Class 5 contains 6929 members 
Mstep: Class 6 contains 28632 members 
Mstep: Class 7 contains 147083 members 
Mstep: Class 8 contains 36043 members 
Mstep: Class 9 contains 10514 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7749 members 
Mstep: Class 12 contains 22873 members 
Mstep: Class 13 contains 13041 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 5210 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 17 contains 7619 members 
Mstep: Class 18 contains 103596 members 
Mstep: Class 20 contains 24248 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962016.000000 Penalty: 46602.589844
Iteration 133Q: 23 clusters Score -2.696202e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6567 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 6915 members 
Mstep: Class 6 contains 28629 members 
Mstep: Class 7 contains 147082 members 
Mstep: Class 8 contains 36043 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 22897 members 
Mstep: Class 13 contains 13041 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 5216 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103596 members 
Mstep: Class 20 contains 24240 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961984.000000 Penalty: 46602.589844
Iteration 134Q: 23 clusters Score -2.696198e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 6898 members 
Mstep: Class 6 contains 28624 members 
Mstep: Class 7 contains 147089 members 
Mstep: Class 8 contains 36041 members 
Mstep: Class 9 contains 10507 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7746 members 
Mstep: Class 12 contains 22916 members 
Mstep: Class 13 contains 13041 members 
Mstep: Class 14 contains 5975 members 
Mstep: Class 15 contains 5219 members 
Mstep: Class 16 contains 4360 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103600 members 
Mstep: Class 20 contains 24233 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962004.000000 Penalty: 46602.589844
Iteration 135Q: 23 clusters Score -2.6962e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 6877 members 
Mstep: Class 6 contains 28620 members 
Mstep: Class 7 contains 147095 members 
Mstep: Class 8 contains 36038 members 
Mstep: Class 9 contains 10503 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7742 members 
Mstep: Class 12 contains 22935 members 
Mstep: Class 13 contains 13043 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103604 members 
Mstep: Class 20 contains 24230 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961972.000000 Penalty: 46602.589844
Iteration 136Q: 23 clusters Score -2.696197e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 6869 members 
Mstep: Class 6 contains 28617 members 
Mstep: Class 7 contains 147099 members 
Mstep: Class 8 contains 36034 members 
Mstep: Class 9 contains 10497 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7739 members 
Mstep: Class 12 contains 22954 members 
Mstep: Class 13 contains 13047 members 
Mstep: Class 14 contains 5979 members 
Mstep: Class 15 contains 5225 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7616 members 
Mstep: Class 18 contains 103599 members 
Mstep: Class 20 contains 24223 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961994.000000 Penalty: 46602.589844
Iteration 137Q: 23 clusters Score -2.696199e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 6861 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 147117 members 
Mstep: Class 8 contains 36032 members 
Mstep: Class 9 contains 10493 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 22966 members 
Mstep: Class 13 contains 13047 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 7616 members 
Mstep: Class 18 contains 103594 members 
Mstep: Class 20 contains 24213 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961986.000000 Penalty: 46602.589844
Iteration 138Q: 23 clusters Score -2.696199e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 6853 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 147136 members 
Mstep: Class 8 contains 36031 members 
Mstep: Class 9 contains 10491 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 22974 members 
Mstep: Class 13 contains 13049 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5231 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 7615 members 
Mstep: Class 18 contains 103591 members 
Mstep: Class 20 contains 24198 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961984.000000 Penalty: 46602.589844
Iteration 139Q: 23 clusters Score -2.696198e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 6847 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 147154 members 
Mstep: Class 8 contains 36029 members 
Mstep: Class 9 contains 10489 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 22978 members 
Mstep: Class 13 contains 13049 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7613 members 
Mstep: Class 18 contains 103591 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962002.000000 Penalty: 46602.589844
Iteration 140F: 23 clusters Score -2.6962e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 6844 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 147167 members 
Mstep: Class 8 contains 36027 members 
Mstep: Class 9 contains 10488 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 22983 members 
Mstep: Class 13 contains 13046 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103592 members 
Mstep: Class 20 contains 24181 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962052.000000 Penalty: 46602.589844
Iteration 141Q: 23 clusters Score -2.696205e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 6841 members 
Mstep: Class 6 contains 28609 members 
Mstep: Class 7 contains 147172 members 
Mstep: Class 8 contains 36026 members 
Mstep: Class 9 contains 10487 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 22992 members 
Mstep: Class 13 contains 13046 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103591 members 
Mstep: Class 20 contains 24175 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962046.000000 Penalty: 46602.589844
Iteration 142Q: 23 clusters Score -2.696205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28608 members 
Mstep: Class 7 contains 147180 members 
Mstep: Class 8 contains 36025 members 
Mstep: Class 9 contains 10485 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23002 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103586 members 
Mstep: Class 20 contains 24172 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962008.000000 Penalty: 46602.589844
Iteration 143Q: 23 clusters Score -2.696201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 28605 members 
Mstep: Class 7 contains 147180 members 
Mstep: Class 8 contains 36025 members 
Mstep: Class 9 contains 10484 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23010 members 
Mstep: Class 13 contains 13044 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103585 members 
Mstep: Class 20 contains 24171 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962034.000000 Penalty: 46602.589844
Iteration 144Q: 23 clusters Score -2.696203e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 5501 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147187 members 
Mstep: Class 8 contains 36026 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23014 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103586 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962030.000000 Penalty: 46602.589844
Iteration 145Q: 23 clusters Score -2.696203e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147199 members 
Mstep: Class 8 contains 36026 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23015 members 
Mstep: Class 13 contains 13044 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103583 members 
Mstep: Class 20 contains 24157 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962042.000000 Penalty: 46602.589844
Iteration 146Q: 23 clusters Score -2.696204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147216 members 
Mstep: Class 8 contains 36026 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23014 members 
Mstep: Class 13 contains 13044 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103584 members 
Mstep: Class 20 contains 24144 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962032.000000 Penalty: 46602.589844
Iteration 147Q: 23 clusters Score -2.696203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147230 members 
Mstep: Class 8 contains 36026 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23015 members 
Mstep: Class 13 contains 13044 members 
Mstep: Class 14 contains 5979 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103584 members 
Mstep: Class 20 contains 24130 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962000.000000 Penalty: 46602.589844
Iteration 148Q: 23 clusters Score -2.6962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147245 members 
Mstep: Class 8 contains 36026 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23015 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 5980 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103586 members 
Mstep: Class 20 contains 24111 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962002.000000 Penalty: 46602.589844
Iteration 149Q: 23 clusters Score -2.6962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147256 members 
Mstep: Class 8 contains 36025 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23016 members 
Mstep: Class 13 contains 13047 members 
Mstep: Class 14 contains 5983 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103583 members 
Mstep: Class 20 contains 24098 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961988.000000 Penalty: 46602.589844
Iteration 150Q: 23 clusters Score -2.696199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147263 members 
Mstep: Class 8 contains 36024 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23016 members 
Mstep: Class 13 contains 13047 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4364 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 103581 members 
Mstep: Class 20 contains 24091 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961996.000000 Penalty: 46602.589844
Iteration 151Q: 23 clusters Score -2.6962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147262 members 
Mstep: Class 8 contains 36023 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23016 members 
Mstep: Class 13 contains 13043 members 
Mstep: Class 14 contains 5993 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 7613 members 
Mstep: Class 18 contains 103580 members 
Mstep: Class 20 contains 24088 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962016.000000 Penalty: 46602.589844
Iteration 152Q: 23 clusters Score -2.696202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5501 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147266 members 
Mstep: Class 8 contains 36021 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23016 members 
Mstep: Class 13 contains 13039 members 
Mstep: Class 14 contains 5998 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 7615 members 
Mstep: Class 18 contains 103578 members 
Mstep: Class 20 contains 24084 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961990.000000 Penalty: 46602.589844
Iteration 153Q: 23 clusters Score -2.696199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147268 members 
Mstep: Class 8 contains 36020 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23017 members 
Mstep: Class 13 contains 13035 members 
Mstep: Class 14 contains 6005 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103575 members 
Mstep: Class 20 contains 24080 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26961984.000000 Penalty: 46602.589844
Iteration 154Q: 23 clusters Score -2.696198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147267 members 
Mstep: Class 8 contains 36019 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23017 members 
Mstep: Class 13 contains 13033 members 
Mstep: Class 14 contains 6011 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962004.000000 Penalty: 46602.589844
Iteration 155Q: 23 clusters Score -2.6962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147266 members 
Mstep: Class 8 contains 36018 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23017 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 6017 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 20 contains 24073 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962028.000000 Penalty: 46602.589844
Iteration 156Q: 23 clusters Score -2.696203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147272 members 
Mstep: Class 8 contains 36015 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23017 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6022 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103573 members 
Mstep: Class 20 contains 24068 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962026.000000 Penalty: 46602.589844
Iteration 157Q: 23 clusters Score -2.696203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147276 members 
Mstep: Class 8 contains 36014 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23017 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6025 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103573 members 
Mstep: Class 20 contains 24062 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962006.000000 Penalty: 46602.589844
Iteration 158Q: 23 clusters Score -2.696201e+07 nChanged 10
Entering ConstructFrom: 
Score: -26962006.000000 Penalty: 46602.589844
Entering ConstructFrom: 
Trying to split cluster 1 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -131982.921875 Penalty: 1260.103271
	Iteration 0F: 2 clusters Score -131982.9 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 1143 members 
Entering Unmasked Estep 
Score: -129672.289062 Penalty: 2520.206543
	Iteration 0F: 3 clusters Score -129672.3 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -130169.367188 Penalty: 2520.206543
	Iteration 1F: 3 clusters Score -130169.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -130329.664062 Penalty: 2520.206543
	Iteration 2F: 3 clusters Score -130329.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -130456.375000 Penalty: 2520.206543
	Iteration 3F: 3 clusters Score -130456.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -130539.148438 Penalty: 2520.206543
	Iteration 4Q: 3 clusters Score -130539.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -130584.257812 Penalty: 2520.206543
	Iteration 5Q: 3 clusters Score -130584.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -130632.007812 Penalty: 2520.206543
	Iteration 6Q: 3 clusters Score -130632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -130668.906250 Penalty: 2520.206543
	Iteration 7Q: 3 clusters Score -130668.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -130702.671875 Penalty: 2520.206543
	Iteration 8Q: 3 clusters Score -130702.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -130740.437500 Penalty: 2520.206543
	Iteration 9Q: 3 clusters Score -130740.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130767.109375 Penalty: 2520.206543
	Iteration 10Q: 3 clusters Score -130767.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -130786.351562 Penalty: 2520.206543
	Iteration 11Q: 3 clusters Score -130786.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -130803.085938 Penalty: 2520.206543
	Iteration 12Q: 3 clusters Score -130803.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -130822.859375 Penalty: 2520.206543
	Iteration 13Q: 3 clusters Score -130822.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -130839.523438 Penalty: 2520.206543
	Iteration 14Q: 3 clusters Score -130839.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -130850.960938 Penalty: 2520.206543
	Iteration 15Q: 3 clusters Score -130851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -130861.421875 Penalty: 2520.206543
	Iteration 16Q: 3 clusters Score -130861.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130870.046875 Penalty: 2520.206543
	Iteration 17Q: 3 clusters Score -130870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -130876.226562 Penalty: 2520.206543
	Iteration 18Q: 3 clusters Score -130876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -130883.546875 Penalty: 2520.206543
	Iteration 19Q: 3 clusters Score -130883.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -130885.968750 Penalty: 2520.206543
	Iteration 20F: 3 clusters Score -130886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -130887.976562 Penalty: 2520.206543
	Iteration 21Q: 3 clusters Score -130888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -130890.718750 Penalty: 2520.206543
	Iteration 22Q: 3 clusters Score -130890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130893.476562 Penalty: 2520.206543
	Iteration 23Q: 3 clusters Score -130893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130895.609375 Penalty: 2520.206543
	Iteration 24Q: 3 clusters Score -130895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -130896.125000 Penalty: 2520.206543
	Iteration 25Q: 3 clusters Score -130896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -130896.664062 Penalty: 2520.206543
	Iteration 26Q: 3 clusters Score -130896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -130898.203125 Penalty: 2520.206543
	Iteration 27Q: 3 clusters Score -130898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -130900.882812 Penalty: 2520.206543
	Iteration 28Q: 3 clusters Score -130900.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -130904.031250 Penalty: 2520.206543
	Iteration 29Q: 3 clusters Score -130904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -130906.882812 Penalty: 2520.206543
	Iteration 30Q: 3 clusters Score -130906.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -130909.273438 Penalty: 2520.206543
	Iteration 31Q: 3 clusters Score -130909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -130912.046875 Penalty: 2520.206543
	Iteration 32Q: 3 clusters Score -130912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -130915.648438 Penalty: 2520.206543
	Iteration 33Q: 3 clusters Score -130915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -130921.484375 Penalty: 2520.206543
	Iteration 34Q: 3 clusters Score -130921.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -130925.992188 Penalty: 2520.206543
	Iteration 35Q: 3 clusters Score -130926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -130931.648438 Penalty: 2520.206543
	Iteration 36Q: 3 clusters Score -130931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -130935.757812 Penalty: 2520.206543
	Iteration 37Q: 3 clusters Score -130935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -130939.703125 Penalty: 2520.206543
	Iteration 38Q: 3 clusters Score -130939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -130942.320312 Penalty: 2520.206543
	Iteration 39Q: 3 clusters Score -130942.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -130946.101562 Penalty: 2520.206543
	Iteration 40F: 3 clusters Score -130946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -130948.546875 Penalty: 2520.206543
	Iteration 41Q: 3 clusters Score -130948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -130951.460938 Penalty: 2520.206543
	Iteration 42Q: 3 clusters Score -130951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -130953.812500 Penalty: 2520.206543
	Iteration 43Q: 3 clusters Score -130953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -130957.031250 Penalty: 2520.206543
	Iteration 44Q: 3 clusters Score -130957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -130959.023438 Penalty: 2520.206543
	Iteration 45Q: 3 clusters Score -130959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -130961.710938 Penalty: 2520.206543
	Iteration 46Q: 3 clusters Score -130961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -130963.132812 Penalty: 2520.206543
	Iteration 47Q: 3 clusters Score -130963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -130965.234375 Penalty: 2520.206543
	Iteration 48Q: 3 clusters Score -130965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -130967.257812 Penalty: 2520.206543
	Iteration 49Q: 3 clusters Score -130967.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -130969.718750 Penalty: 2520.206543
	Iteration 50Q: 3 clusters Score -130969.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -130971.367188 Penalty: 2520.206543
	Iteration 51Q: 3 clusters Score -130971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -130972.875000 Penalty: 2520.206543
	Iteration 52Q: 3 clusters Score -130972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -130972.867188 Penalty: 2520.206543
	Iteration 53Q: 3 clusters Score -130972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -130972.867188 Penalty: 2520.206543
	Iteration 54F: 3 clusters Score -130972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -392445.906250 Penalty: 1427.799316
	Iteration 0F: 2 clusters Score -392445.9 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 3362 members 
Entering Unmasked Estep 
Score: -387492.718750 Penalty: 2855.598633
	Iteration 0F: 3 clusters Score -387492.7 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -389006.843750 Penalty: 2855.598633
	Iteration 1F: 3 clusters Score -389006.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -389305.812500 Penalty: 2855.598633
	Iteration 2F: 3 clusters Score -389305.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -389530.000000 Penalty: 2855.598633
	Iteration 3F: 3 clusters Score -389530 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -389700.062500 Penalty: 2855.598633
	Iteration 4F: 3 clusters Score -389700.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -389843.718750 Penalty: 2855.598633
	Iteration 5Q: 3 clusters Score -389843.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -389982.500000 Penalty: 2855.598633
	Iteration 6Q: 3 clusters Score -389982.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -390152.062500 Penalty: 2855.598633
	Iteration 7Q: 3 clusters Score -390152.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -390318.843750 Penalty: 2855.598633
	Iteration 8Q: 3 clusters Score -390318.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -390478.343750 Penalty: 2855.598633
	Iteration 9Q: 3 clusters Score -390478.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -390606.218750 Penalty: 2855.598633
	Iteration 10Q: 3 clusters Score -390606.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -390720.937500 Penalty: 2855.598633
	Iteration 11Q: 3 clusters Score -390720.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -390810.031250 Penalty: 2855.598633
	Iteration 12Q: 3 clusters Score -390810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -390880.187500 Penalty: 2855.598633
	Iteration 13Q: 3 clusters Score -390880.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -390945.343750 Penalty: 2855.598633
	Iteration 14Q: 3 clusters Score -390945.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -391001.531250 Penalty: 2855.598633
	Iteration 15Q: 3 clusters Score -391001.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -391046.343750 Penalty: 2855.598633
	Iteration 16Q: 3 clusters Score -391046.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -391076.750000 Penalty: 2855.598633
	Iteration 17Q: 3 clusters Score -391076.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -391092.656250 Penalty: 2855.598633
	Iteration 18Q: 3 clusters Score -391092.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -391102.843750 Penalty: 2855.598633
	Iteration 19Q: 3 clusters Score -391102.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -391115.593750 Penalty: 2855.598633
	Iteration 20F: 3 clusters Score -391115.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -391128.937500 Penalty: 2855.598633
	Iteration 21Q: 3 clusters Score -391128.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -391140.093750 Penalty: 2855.598633
	Iteration 22Q: 3 clusters Score -391140.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -391157.031250 Penalty: 2855.598633
	Iteration 23Q: 3 clusters Score -391157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -391168.468750 Penalty: 2855.598633
	Iteration 24Q: 3 clusters Score -391168.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -391175.281250 Penalty: 2855.598633
	Iteration 25Q: 3 clusters Score -391175.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -391183.000000 Penalty: 2855.598633
	Iteration 26Q: 3 clusters Score -391183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -391187.812500 Penalty: 2855.598633
	Iteration 27Q: 3 clusters Score -391187.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -391197.375000 Penalty: 2855.598633
	Iteration 28Q: 3 clusters Score -391197.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -391202.656250 Penalty: 2855.598633
	Iteration 29Q: 3 clusters Score -391202.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -391207.250000 Penalty: 2855.598633
	Iteration 30Q: 3 clusters Score -391207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -391212.281250 Penalty: 2855.598633
	Iteration 31Q: 3 clusters Score -391212.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -391215.375000 Penalty: 2855.598633
	Iteration 32Q: 3 clusters Score -391215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -391216.125000 Penalty: 2855.598633
	Iteration 33Q: 3 clusters Score -391216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -391216.750000 Penalty: 2855.598633
	Iteration 34Q: 3 clusters Score -391216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -391217.250000 Penalty: 2855.598633
	Iteration 35Q: 3 clusters Score -391217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -391218.437500 Penalty: 2855.598633
	Iteration 36Q: 3 clusters Score -391218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -391221.750000 Penalty: 2855.598633
	Iteration 37Q: 3 clusters Score -391221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -391224.187500 Penalty: 2855.598633
	Iteration 38Q: 3 clusters Score -391224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -391224.687500 Penalty: 2855.598633
	Iteration 39Q: 3 clusters Score -391224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -391225.343750 Penalty: 2855.598633
	Iteration 40F: 3 clusters Score -391225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -391227.125000 Penalty: 2855.598633
	Iteration 41Q: 3 clusters Score -391227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -391229.437500 Penalty: 2855.598633
	Iteration 42Q: 3 clusters Score -391229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -391232.687500 Penalty: 2855.598633
	Iteration 43Q: 3 clusters Score -391232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -391233.125000 Penalty: 2855.598633
	Iteration 44Q: 3 clusters Score -391233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -391233.125000 Penalty: 2855.598633
	Iteration 45F: 3 clusters Score -391233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Entering Unmasked Estep 
Score: -283418.750000 Penalty: 1399.650024
	Iteration 0F: 2 clusters Score -283418.8 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 2720 members 
Entering Unmasked Estep 
Score: -279189.750000 Penalty: 2799.300049
	Iteration 0F: 3 clusters Score -279189.8 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -280685.531250 Penalty: 2799.300049
	Iteration 1F: 3 clusters Score -280685.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -280973.843750 Penalty: 2799.300049
	Iteration 2F: 3 clusters Score -280973.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -281153.468750 Penalty: 2799.300049
	Iteration 3F: 3 clusters Score -281153.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -281281.718750 Penalty: 2799.300049
	Iteration 4Q: 3 clusters Score -281281.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -281383.031250 Penalty: 2799.300049
	Iteration 5Q: 3 clusters Score -281383 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -281464.000000 Penalty: 2799.300049
	Iteration 6Q: 3 clusters Score -281464 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -281561.125000 Penalty: 2799.300049
	Iteration 7Q: 3 clusters Score -281561.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -281671.281250 Penalty: 2799.300049
	Iteration 8Q: 3 clusters Score -281671.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -281788.281250 Penalty: 2799.300049
	Iteration 9Q: 3 clusters Score -281788.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -281888.156250 Penalty: 2799.300049
	Iteration 10Q: 3 clusters Score -281888.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -281990.968750 Penalty: 2799.300049
	Iteration 11Q: 3 clusters Score -281991 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -282085.125000 Penalty: 2799.300049
	Iteration 12Q: 3 clusters Score -282085.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -282166.843750 Penalty: 2799.300049
	Iteration 13Q: 3 clusters Score -282166.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -282243.250000 Penalty: 2799.300049
	Iteration 14Q: 3 clusters Score -282243.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -282302.218750 Penalty: 2799.300049
	Iteration 15Q: 3 clusters Score -282302.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -282365.281250 Penalty: 2799.300049
	Iteration 16Q: 3 clusters Score -282365.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -282418.625000 Penalty: 2799.300049
	Iteration 17Q: 3 clusters Score -282418.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -282474.937500 Penalty: 2799.300049
	Iteration 18Q: 3 clusters Score -282474.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -282521.625000 Penalty: 2799.300049
	Iteration 19Q: 3 clusters Score -282521.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -282570.812500 Penalty: 2799.300049
	Iteration 20F: 3 clusters Score -282570.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -282619.843750 Penalty: 2799.300049
	Iteration 21Q: 3 clusters Score -282619.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -282695.687500 Penalty: 2799.300049
	Iteration 22Q: 3 clusters Score -282695.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -282762.031250 Penalty: 2799.300049
	Iteration 23Q: 3 clusters Score -282762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -282800.156250 Penalty: 2799.300049
	Iteration 24Q: 3 clusters Score -282800.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -282827.968750 Penalty: 2799.300049
	Iteration 25Q: 3 clusters Score -282828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -282854.125000 Penalty: 2799.300049
	Iteration 26Q: 3 clusters Score -282854.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -282874.093750 Penalty: 2799.300049
	Iteration 27Q: 3 clusters Score -282874.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -282890.531250 Penalty: 2799.300049
	Iteration 28Q: 3 clusters Score -282890.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -282904.812500 Penalty: 2799.300049
	Iteration 29Q: 3 clusters Score -282904.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -282922.562500 Penalty: 2799.300049
	Iteration 30Q: 3 clusters Score -282922.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -282944.375000 Penalty: 2799.300049
	Iteration 31Q: 3 clusters Score -282944.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -282969.375000 Penalty: 2799.300049
	Iteration 32Q: 3 clusters Score -282969.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -282987.031250 Penalty: 2799.300049
	Iteration 33Q: 3 clusters Score -282987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -283005.687500 Penalty: 2799.300049
	Iteration 34Q: 3 clusters Score -283005.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -283016.343750 Penalty: 2799.300049
	Iteration 35Q: 3 clusters Score -283016.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -283021.875000 Penalty: 2799.300049
	Iteration 36Q: 3 clusters Score -283021.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -283027.187500 Penalty: 2799.300049
	Iteration 37Q: 3 clusters Score -283027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -283031.250000 Penalty: 2799.300049
	Iteration 38Q: 3 clusters Score -283031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -283034.093750 Penalty: 2799.300049
	Iteration 39Q: 3 clusters Score -283034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -283034.781250 Penalty: 2799.300049
	Iteration 40F: 3 clusters Score -283034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -283035.093750 Penalty: 2799.300049
	Iteration 41Q: 3 clusters Score -283035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -283035.093750 Penalty: 2799.300049
	Iteration 42F: 3 clusters Score -283035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Entering Unmasked Estep 
Score: -390347.781250 Penalty: 1427.749512
	Iteration 0F: 2 clusters Score -390347.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -385508.343750 Penalty: 2855.499023
	Iteration 0F: 3 clusters Score -385508.3 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -387052.437500 Penalty: 2855.499023
	Iteration 1F: 3 clusters Score -387052.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -387502.750000 Penalty: 2855.499023
	Iteration 2F: 3 clusters Score -387502.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -387885.656250 Penalty: 2855.499023
	Iteration 3F: 3 clusters Score -387885.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -388235.437500 Penalty: 2855.499023
	Iteration 4F: 3 clusters Score -388235.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -388488.843750 Penalty: 2855.499023
	Iteration 5F: 3 clusters Score -388488.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -388684.531250 Penalty: 2855.499023
	Iteration 6Q: 3 clusters Score -388684.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -388840.343750 Penalty: 2855.499023
	Iteration 7Q: 3 clusters Score -388840.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -388943.781250 Penalty: 2855.499023
	Iteration 8Q: 3 clusters Score -388943.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -389025.406250 Penalty: 2855.499023
	Iteration 9Q: 3 clusters Score -389025.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -389095.343750 Penalty: 2855.499023
	Iteration 10Q: 3 clusters Score -389095.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -389156.750000 Penalty: 2855.499023
	Iteration 11Q: 3 clusters Score -389156.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -389202.187500 Penalty: 2855.499023
	Iteration 12Q: 3 clusters Score -389202.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -389235.375000 Penalty: 2855.499023
	Iteration 13Q: 3 clusters Score -389235.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -389272.156250 Penalty: 2855.499023
	Iteration 14Q: 3 clusters Score -389272.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -389321.437500 Penalty: 2855.499023
	Iteration 15Q: 3 clusters Score -389321.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -389378.281250 Penalty: 2855.499023
	Iteration 16Q: 3 clusters Score -389378.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -389427.343750 Penalty: 2855.499023
	Iteration 17Q: 3 clusters Score -389427.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -389465.531250 Penalty: 2855.499023
	Iteration 18Q: 3 clusters Score -389465.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -389487.187500 Penalty: 2855.499023
	Iteration 19Q: 3 clusters Score -389487.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -389499.500000 Penalty: 2855.499023
	Iteration 20F: 3 clusters Score -389499.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -389506.718750 Penalty: 2855.499023
	Iteration 21Q: 3 clusters Score -389506.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -389511.062500 Penalty: 2855.499023
	Iteration 22Q: 3 clusters Score -389511.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -389521.156250 Penalty: 2855.499023
	Iteration 23Q: 3 clusters Score -389521.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -389527.281250 Penalty: 2855.499023
	Iteration 24Q: 3 clusters Score -389527.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -389529.687500 Penalty: 2855.499023
	Iteration 25Q: 3 clusters Score -389529.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -389532.187500 Penalty: 2855.499023
	Iteration 26Q: 3 clusters Score -389532.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -389534.937500 Penalty: 2855.499023
	Iteration 27Q: 3 clusters Score -389534.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -389535.906250 Penalty: 2855.499023
	Iteration 28Q: 3 clusters Score -389535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -389537.593750 Penalty: 2855.499023
	Iteration 29Q: 3 clusters Score -389537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -389537.875000 Penalty: 2855.499023
	Iteration 30Q: 3 clusters Score -389537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -389538.906250 Penalty: 2855.499023
	Iteration 31Q: 3 clusters Score -389538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -389539.156250 Penalty: 2855.499023
	Iteration 32Q: 3 clusters Score -389539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -389539.812500 Penalty: 2855.499023
	Iteration 33Q: 3 clusters Score -389539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -389541.750000 Penalty: 2855.499023
	Iteration 34Q: 3 clusters Score -389541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -389541.875000 Penalty: 2855.499023
	Iteration 35Q: 3 clusters Score -389541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -389541.593750 Penalty: 2855.499023
	Iteration 36Q: 3 clusters Score -389541.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -389541.593750 Penalty: 2855.499023
	Iteration 37F: 3 clusters Score -389541.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Entering Unmasked Estep 
Score: -415614.187500 Penalty: 1434.915771
	Iteration 0F: 2 clusters Score -415614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -410450.375000 Penalty: 2869.831543
	Iteration 0F: 3 clusters Score -410450.4 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -411963.437500 Penalty: 2869.831543
	Iteration 1F: 3 clusters Score -411963.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -412113.375000 Penalty: 2869.831543
	Iteration 2F: 3 clusters Score -412113.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -412229.093750 Penalty: 2869.831543
	Iteration 3Q: 3 clusters Score -412229.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -412357.593750 Penalty: 2869.831543
	Iteration 4Q: 3 clusters Score -412357.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -412480.937500 Penalty: 2869.831543
	Iteration 5Q: 3 clusters Score -412480.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -412586.937500 Penalty: 2869.831543
	Iteration 6Q: 3 clusters Score -412586.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -412697.718750 Penalty: 2869.831543
	Iteration 7Q: 3 clusters Score -412697.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -412815.312500 Penalty: 2869.831543
	Iteration 8Q: 3 clusters Score -412815.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -412948.562500 Penalty: 2869.831543
	Iteration 9Q: 3 clusters Score -412948.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -413076.000000 Penalty: 2869.831543
	Iteration 10Q: 3 clusters Score -413076 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -413218.187500 Penalty: 2869.831543
	Iteration 11Q: 3 clusters Score -413218.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -413358.718750 Penalty: 2869.831543
	Iteration 12Q: 3 clusters Score -413358.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -413457.687500 Penalty: 2869.831543
	Iteration 13Q: 3 clusters Score -413457.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -413527.593750 Penalty: 2869.831543
	Iteration 14Q: 3 clusters Score -413527.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -413582.875000 Penalty: 2869.831543
	Iteration 15Q: 3 clusters Score -413582.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -413627.468750 Penalty: 2869.831543
	Iteration 16Q: 3 clusters Score -413627.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -413669.812500 Penalty: 2869.831543
	Iteration 17Q: 3 clusters Score -413669.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -413713.531250 Penalty: 2869.831543
	Iteration 18Q: 3 clusters Score -413713.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -413745.937500 Penalty: 2869.831543
	Iteration 19Q: 3 clusters Score -413745.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -413777.187500 Penalty: 2869.831543
	Iteration 20F: 3 clusters Score -413777.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -413814.281250 Penalty: 2869.831543
	Iteration 21Q: 3 clusters Score -413814.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -413855.093750 Penalty: 2869.831543
	Iteration 22Q: 3 clusters Score -413855.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -413882.406250 Penalty: 2869.831543
	Iteration 23Q: 3 clusters Score -413882.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -413903.500000 Penalty: 2869.831543
	Iteration 24Q: 3 clusters Score -413903.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -413927.093750 Penalty: 2869.831543
	Iteration 25Q: 3 clusters Score -413927.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -413948.562500 Penalty: 2869.831543
	Iteration 26Q: 3 clusters Score -413948.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -413967.687500 Penalty: 2869.831543
	Iteration 27Q: 3 clusters Score -413967.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -413981.656250 Penalty: 2869.831543
	Iteration 28Q: 3 clusters Score -413981.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -413998.093750 Penalty: 2869.831543
	Iteration 29Q: 3 clusters Score -413998.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -414012.937500 Penalty: 2869.831543
	Iteration 30Q: 3 clusters Score -414012.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -414025.687500 Penalty: 2869.831543
	Iteration 31Q: 3 clusters Score -414025.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -414037.593750 Penalty: 2869.831543
	Iteration 32Q: 3 clusters Score -414037.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -414049.875000 Penalty: 2869.831543
	Iteration 33Q: 3 clusters Score -414049.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -414060.843750 Penalty: 2869.831543
	Iteration 34Q: 3 clusters Score -414060.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -414066.750000 Penalty: 2869.831543
	Iteration 35Q: 3 clusters Score -414066.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -414070.625000 Penalty: 2869.831543
	Iteration 36Q: 3 clusters Score -414070.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -414073.812500 Penalty: 2869.831543
	Iteration 37Q: 3 clusters Score -414073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -414076.843750 Penalty: 2869.831543
	Iteration 38Q: 3 clusters Score -414076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -414080.125000 Penalty: 2869.831543
	Iteration 39Q: 3 clusters Score -414080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -414083.531250 Penalty: 2869.831543
	Iteration 40F: 3 clusters Score -414083.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -414086.062500 Penalty: 2869.831543
	Iteration 41Q: 3 clusters Score -414086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -414088.718750 Penalty: 2869.831543
	Iteration 42Q: 3 clusters Score -414088.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -414091.718750 Penalty: 2869.831543
	Iteration 43Q: 3 clusters Score -414091.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -414095.093750 Penalty: 2869.831543
	Iteration 44Q: 3 clusters Score -414095.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -414102.031250 Penalty: 2869.831543
	Iteration 45Q: 3 clusters Score -414102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -414103.406250 Penalty: 2869.831543
	Iteration 46Q: 3 clusters Score -414103.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -414106.375000 Penalty: 2869.831543
	Iteration 47Q: 3 clusters Score -414106.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -414111.031250 Penalty: 2869.831543
	Iteration 48Q: 3 clusters Score -414111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -414116.625000 Penalty: 2869.831543
	Iteration 49Q: 3 clusters Score -414116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -414123.218750 Penalty: 2869.831543
	Iteration 50Q: 3 clusters Score -414123.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -414126.812500 Penalty: 2869.831543
	Iteration 51Q: 3 clusters Score -414126.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -414132.406250 Penalty: 2869.831543
	Iteration 52Q: 3 clusters Score -414132.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -414137.906250 Penalty: 2869.831543
	Iteration 53Q: 3 clusters Score -414137.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -414147.937500 Penalty: 2869.831543
	Iteration 54Q: 3 clusters Score -414147.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -414154.843750 Penalty: 2869.831543
	Iteration 55Q: 3 clusters Score -414154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -414158.125000 Penalty: 2869.831543
	Iteration 56Q: 3 clusters Score -414158.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -414161.062500 Penalty: 2869.831543
	Iteration 57Q: 3 clusters Score -414161.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -414163.812500 Penalty: 2869.831543
	Iteration 58Q: 3 clusters Score -414163.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -414166.156250 Penalty: 2869.831543
	Iteration 59Q: 3 clusters Score -414166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -414168.593750 Penalty: 2869.831543
	Iteration 60F: 3 clusters Score -414168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -414170.218750 Penalty: 2869.831543
	Iteration 61Q: 3 clusters Score -414170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -414171.125000 Penalty: 2869.831543
	Iteration 62Q: 3 clusters Score -414171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -414172.937500 Penalty: 2869.831543
	Iteration 63Q: 3 clusters Score -414172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -414172.562500 Penalty: 2869.831543
	Iteration 64Q: 3 clusters Score -414172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -414172.562500 Penalty: 2869.831543
	Iteration 65F: 3 clusters Score -414172.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Entering Unmasked Estep 
Score: -1750719.125000 Penalty: 1667.438843
	Iteration 0F: 2 clusters Score -1750719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1731429.000000 Penalty: 3334.877686
	Iteration 0F: 3 clusters Score -1731429 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1738680.625000 Penalty: 3334.877686
	Iteration 1F: 3 clusters Score -1738681 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1739068.625000 Penalty: 3334.877686
	Iteration 2Q: 3 clusters Score -1739069 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1739588.125000 Penalty: 3334.877686
	Iteration 3Q: 3 clusters Score -1739588 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -1740371.250000 Penalty: 3334.877686
	Iteration 4Q: 3 clusters Score -1740371 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1741587.500000 Penalty: 3334.877686
	Iteration 5F: 3 clusters Score -1741588 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -1743350.375000 Penalty: 3334.877686
	Iteration 6F: 3 clusters Score -1743350 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -1745317.000000 Penalty: 3334.877686
	Iteration 7F: 3 clusters Score -1745317 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -1746903.000000 Penalty: 3334.877686
	Iteration 8F: 3 clusters Score -1746903 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -1747957.375000 Penalty: 3334.877686
	Iteration 9Q: 3 clusters Score -1747957 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -1748518.625000 Penalty: 3334.877686
	Iteration 10Q: 3 clusters Score -1748519 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -1748840.625000 Penalty: 3334.877686
	Iteration 11Q: 3 clusters Score -1748841 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -1749015.625000 Penalty: 3334.877686
	Iteration 12Q: 3 clusters Score -1749016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -1749104.500000 Penalty: 3334.877686
	Iteration 13Q: 3 clusters Score -1749104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -1749165.500000 Penalty: 3334.877686
	Iteration 14Q: 3 clusters Score -1749166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -1749201.500000 Penalty: 3334.877686
	Iteration 15Q: 3 clusters Score -1749202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -1749232.250000 Penalty: 3334.877686
	Iteration 16Q: 3 clusters Score -1749232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -1749256.000000 Penalty: 3334.877686
	Iteration 17Q: 3 clusters Score -1749256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -1749272.625000 Penalty: 3334.877686
	Iteration 18Q: 3 clusters Score -1749273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -1749286.875000 Penalty: 3334.877686
	Iteration 19Q: 3 clusters Score -1749287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -1749297.625000 Penalty: 3334.877686
	Iteration 20F: 3 clusters Score -1749298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -1749307.750000 Penalty: 3334.877686
	Iteration 21Q: 3 clusters Score -1749308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -1749313.500000 Penalty: 3334.877686
	Iteration 22Q: 3 clusters Score -1749314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -1749314.375000 Penalty: 3334.877686
	Iteration 23Q: 3 clusters Score -1749314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -1749319.375000 Penalty: 3334.877686
	Iteration 24Q: 3 clusters Score -1749319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -1749325.250000 Penalty: 3334.877686
	Iteration 25Q: 3 clusters Score -1749325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -1749327.125000 Penalty: 3334.877686
	Iteration 26Q: 3 clusters Score -1749327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -1749329.625000 Penalty: 3334.877686
	Iteration 27Q: 3 clusters Score -1749330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -1749334.625000 Penalty: 3334.877686
	Iteration 28Q: 3 clusters Score -1749335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -1749336.375000 Penalty: 3334.877686
	Iteration 29Q: 3 clusters Score -1749336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -1749340.375000 Penalty: 3334.877686
	Iteration 30Q: 3 clusters Score -1749340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -1749345.375000 Penalty: 3334.877686
	Iteration 31Q: 3 clusters Score -1749345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -1749350.625000 Penalty: 3334.877686
	Iteration 32Q: 3 clusters Score -1749351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -1749354.125000 Penalty: 3334.877686
	Iteration 33Q: 3 clusters Score -1749354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -1749354.750000 Penalty: 3334.877686
	Iteration 34Q: 3 clusters Score -1749355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -1749357.000000 Penalty: 3334.877686
	Iteration 35Q: 3 clusters Score -1749357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -1749359.125000 Penalty: 3334.877686
	Iteration 36Q: 3 clusters Score -1749359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1749361.750000 Penalty: 3334.877686
	Iteration 37Q: 3 clusters Score -1749362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -1749362.000000 Penalty: 3334.877686
	Iteration 38Q: 3 clusters Score -1749362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -1749361.125000 Penalty: 3334.877686
	Iteration 39Q: 3 clusters Score -1749361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -1749363.000000 Penalty: 3334.877686
	Iteration 40F: 3 clusters Score -1749363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -1749365.375000 Penalty: 3334.877686
	Iteration 41Q: 3 clusters Score -1749365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -1749368.750000 Penalty: 3334.877686
	Iteration 42Q: 3 clusters Score -1749369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -1749371.750000 Penalty: 3334.877686
	Iteration 43Q: 3 clusters Score -1749372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -1749371.750000 Penalty: 3334.877686
	Iteration 44F: 3 clusters Score -1749372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147276 members 
Entering Unmasked Estep 
Score: -8980941.000000 Penalty: 1933.760376
	Iteration 0F: 2 clusters Score -8980941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -8881933.000000 Penalty: 3867.520752
	Iteration 0F: 3 clusters Score -8881933 nChanged 71007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -8924446.000000 Penalty: 3867.520752
	Iteration 1F: 3 clusters Score -8924446 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -8926121.000000 Penalty: 3867.520752
	Iteration 2Q: 3 clusters Score -8926121 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -8928996.000000 Penalty: 3867.520752
	Iteration 3Q: 3 clusters Score -8928996 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -8934396.000000 Penalty: 3867.520752
	Iteration 4F: 3 clusters Score -8934396 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 107014 members 
Entering Unmasked Estep 
Score: -8942707.000000 Penalty: 3867.520752
	Iteration 5F: 3 clusters Score -8942707 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 118603 members 
Entering Unmasked Estep 
Score: -8953404.000000 Penalty: 3867.520752
	Iteration 6F: 3 clusters Score -8953404 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 129146 members 
Entering Unmasked Estep 
Score: -8963977.000000 Penalty: 3867.520752
	Iteration 7F: 3 clusters Score -8963977 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 136415 members 
Entering Unmasked Estep 
Score: -8971311.000000 Penalty: 3867.520752
	Iteration 8F: 3 clusters Score -8971311 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 140420 members 
Entering Unmasked Estep 
Score: -8975598.000000 Penalty: 3867.520752
	Iteration 9Q: 3 clusters Score -8975598 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 142265 members 
Entering Unmasked Estep 
Score: -8977755.000000 Penalty: 3867.520752
	Iteration 10Q: 3 clusters Score -8977755 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 143067 members 
Entering Unmasked Estep 
Score: -8978637.000000 Penalty: 3867.520752
	Iteration 11Q: 3 clusters Score -8978637 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 143534 members 
Entering Unmasked Estep 
Score: -8979116.000000 Penalty: 3867.520752
	Iteration 12Q: 3 clusters Score -8979116 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -8979352.000000 Penalty: 3867.520752
	Iteration 13Q: 3 clusters Score -8979352 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 144023 members 
Entering Unmasked Estep 
Score: -8979476.000000 Penalty: 3867.520752
	Iteration 14Q: 3 clusters Score -8979476 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 144198 members 
Entering Unmasked Estep 
Score: -8979548.000000 Penalty: 3867.520752
	Iteration 15Q: 3 clusters Score -8979548 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 144330 members 
Entering Unmasked Estep 
Score: -8979613.000000 Penalty: 3867.520752
	Iteration 16Q: 3 clusters Score -8979613 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 144433 members 
Entering Unmasked Estep 
Score: -8979672.000000 Penalty: 3867.520752
	Iteration 17Q: 3 clusters Score -8979672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -8979712.000000 Penalty: 3867.520752
	Iteration 18Q: 3 clusters Score -8979712 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 144574 members 
Entering Unmasked Estep 
Score: -8979733.000000 Penalty: 3867.520752
	Iteration 19Q: 3 clusters Score -8979733 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 144623 members 
Entering Unmasked Estep 
Score: -8979756.000000 Penalty: 3867.520752
	Iteration 20F: 3 clusters Score -8979756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 144659 members 
Entering Unmasked Estep 
Score: -8979775.000000 Penalty: 3867.520752
	Iteration 21Q: 3 clusters Score -8979775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 144715 members 
Entering Unmasked Estep 
Score: -8979798.000000 Penalty: 3867.520752
	Iteration 22Q: 3 clusters Score -8979798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 144768 members 
Entering Unmasked Estep 
Score: -8979805.000000 Penalty: 3867.520752
	Iteration 23Q: 3 clusters Score -8979805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 144814 members 
Entering Unmasked Estep 
Score: -8979832.000000 Penalty: 3867.520752
	Iteration 24Q: 3 clusters Score -8979832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 144846 members 
Entering Unmasked Estep 
Score: -8979839.000000 Penalty: 3867.520752
	Iteration 25Q: 3 clusters Score -8979839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 144870 members 
Entering Unmasked Estep 
Score: -8979839.000000 Penalty: 3867.520752
	Iteration 26Q: 3 clusters Score -8979839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 144887 members 
Entering Unmasked Estep 
Score: -8979850.000000 Penalty: 3867.520752
	Iteration 27Q: 3 clusters Score -8979850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 144904 members 
Entering Unmasked Estep 
Score: -8979851.000000 Penalty: 3867.520752
	Iteration 28Q: 3 clusters Score -8979851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 144924 members 
Entering Unmasked Estep 
Score: -8979852.000000 Penalty: 3867.520752
	Iteration 29Q: 3 clusters Score -8979852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 144947 members 
Entering Unmasked Estep 
Score: -8979863.000000 Penalty: 3867.520752
	Iteration 30Q: 3 clusters Score -8979863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 144957 members 
Entering Unmasked Estep 
Score: -8979855.000000 Penalty: 3867.520752
	Iteration 31Q: 3 clusters Score -8979855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 144965 members 
Entering Unmasked Estep 
Score: -8979862.000000 Penalty: 3867.520752
	Iteration 32Q: 3 clusters Score -8979862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 144972 members 
Entering Unmasked Estep 
Score: -8979863.000000 Penalty: 3867.520752
	Iteration 33Q: 3 clusters Score -8979863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 144973 members 
Entering Unmasked Estep 
Score: -8979864.000000 Penalty: 3867.520752
	Iteration 34Q: 3 clusters Score -8979864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -8979869.000000 Penalty: 3867.520752
	Iteration 35Q: 3 clusters Score -8979869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -8979871.000000 Penalty: 3867.520752
	Iteration 36Q: 3 clusters Score -8979871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 144975 members 
Entering Unmasked Estep 
Score: -8979867.000000 Penalty: 3867.520752
	Iteration 37Q: 3 clusters Score -8979867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -8979869.000000 Penalty: 3867.520752
	Iteration 38Q: 3 clusters Score -8979869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 144978 members 
Entering Unmasked Estep 
Score: -8979867.000000 Penalty: 3867.520752
	Iteration 39Q: 3 clusters Score -8979867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 144978 members 
Entering Unmasked Estep 
Score: -8979870.000000 Penalty: 3867.520752
	Iteration 40F: 3 clusters Score -8979870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 144979 members 
Entering Unmasked Estep 
Score: -8979873.000000 Penalty: 3867.520752
	Iteration 41Q: 3 clusters Score -8979873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 144981 members 
Entering Unmasked Estep 
Score: -8979870.000000 Penalty: 3867.520752
	Iteration 42Q: 3 clusters Score -8979870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 144982 members 
Entering Unmasked Estep 
Score: -8979865.000000 Penalty: 3867.520752
	Iteration 43Q: 3 clusters Score -8979865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 144984 members 
Entering Unmasked Estep 
Score: -8979872.000000 Penalty: 3867.520752
	Iteration 44Q: 3 clusters Score -8979872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 144984 members 
Entering Unmasked Estep 
Score: -8979873.000000 Penalty: 3867.520752
	Iteration 45Q: 3 clusters Score -8979873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 144985 members 
Entering Unmasked Estep 
Score: -8979866.000000 Penalty: 3867.520752
	Iteration 46Q: 3 clusters Score -8979866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 144984 members 
Entering Unmasked Estep 
Score: -8979866.000000 Penalty: 3867.520752
	Iteration 47Q: 3 clusters Score -8979866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -8979865.000000 Penalty: 3867.520752
	Iteration 48Q: 3 clusters Score -8979865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 144987 members 
Entering Unmasked Estep 
Score: -8979868.000000 Penalty: 3867.520752
	Iteration 49Q: 3 clusters Score -8979868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 144988 members 
Entering Unmasked Estep 
Score: -8979868.000000 Penalty: 3867.520752
	Iteration 50Q: 3 clusters Score -8979868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 144988 members 
Entering Unmasked Estep 
Score: -8979868.000000 Penalty: 3867.520752
	Iteration 51F: 3 clusters Score -8979868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Entering Unmasked Estep 
Score: -2198143.000000 Penalty: 1704.890747
	Iteration 0F: 2 clusters Score -2198143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2173895.750000 Penalty: 3409.781494
	Iteration 0F: 3 clusters Score -2173896 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2183729.250000 Penalty: 3409.781494
	Iteration 1F: 3 clusters Score -2183729 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2184541.000000 Penalty: 3409.781494
	Iteration 2F: 3 clusters Score -2184541 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2185629.000000 Penalty: 3409.781494
	Iteration 3F: 3 clusters Score -2185629 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2186962.750000 Penalty: 3409.781494
	Iteration 4F: 3 clusters Score -2186963 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2188425.500000 Penalty: 3409.781494
	Iteration 5F: 3 clusters Score -2188426 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2189925.000000 Penalty: 3409.781494
	Iteration 6F: 3 clusters Score -2189925 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -2191388.000000 Penalty: 3409.781494
	Iteration 7F: 3 clusters Score -2191388 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2192528.500000 Penalty: 3409.781494
	Iteration 8Q: 3 clusters Score -2192528 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -2193338.250000 Penalty: 3409.781494
	Iteration 9Q: 3 clusters Score -2193338 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -2193851.750000 Penalty: 3409.781494
	Iteration 10Q: 3 clusters Score -2193852 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -2194203.000000 Penalty: 3409.781494
	Iteration 11Q: 3 clusters Score -2194203 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -2194449.000000 Penalty: 3409.781494
	Iteration 12Q: 3 clusters Score -2194449 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -2194639.000000 Penalty: 3409.781494
	Iteration 13Q: 3 clusters Score -2194639 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -2194798.000000 Penalty: 3409.781494
	Iteration 14Q: 3 clusters Score -2194798 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -2194928.000000 Penalty: 3409.781494
	Iteration 15Q: 3 clusters Score -2194928 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -2195045.250000 Penalty: 3409.781494
	Iteration 16Q: 3 clusters Score -2195045 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -2195152.000000 Penalty: 3409.781494
	Iteration 17Q: 3 clusters Score -2195152 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -2195252.250000 Penalty: 3409.781494
	Iteration 18Q: 3 clusters Score -2195252 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -2195355.250000 Penalty: 3409.781494
	Iteration 19Q: 3 clusters Score -2195355 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -2195446.750000 Penalty: 3409.781494
	Iteration 20F: 3 clusters Score -2195447 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -2195524.000000 Penalty: 3409.781494
	Iteration 21Q: 3 clusters Score -2195524 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -2195593.750000 Penalty: 3409.781494
	Iteration 22Q: 3 clusters Score -2195594 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -2195662.000000 Penalty: 3409.781494
	Iteration 23Q: 3 clusters Score -2195662 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -2195738.000000 Penalty: 3409.781494
	Iteration 24Q: 3 clusters Score -2195738 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -2195787.250000 Penalty: 3409.781494
	Iteration 25Q: 3 clusters Score -2195787 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -2195855.250000 Penalty: 3409.781494
	Iteration 26Q: 3 clusters Score -2195855 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -2195929.250000 Penalty: 3409.781494
	Iteration 27Q: 3 clusters Score -2195929 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -2195994.750000 Penalty: 3409.781494
	Iteration 28Q: 3 clusters Score -2195995 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -2196067.250000 Penalty: 3409.781494
	Iteration 29Q: 3 clusters Score -2196067 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -2196137.000000 Penalty: 3409.781494
	Iteration 30Q: 3 clusters Score -2196137 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -2196203.000000 Penalty: 3409.781494
	Iteration 31Q: 3 clusters Score -2196203 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -2196276.000000 Penalty: 3409.781494
	Iteration 32Q: 3 clusters Score -2196276 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -2196322.750000 Penalty: 3409.781494
	Iteration 33Q: 3 clusters Score -2196323 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -2196370.000000 Penalty: 3409.781494
	Iteration 34Q: 3 clusters Score -2196370 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -2196416.000000 Penalty: 3409.781494
	Iteration 35Q: 3 clusters Score -2196416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -2196462.250000 Penalty: 3409.781494
	Iteration 36Q: 3 clusters Score -2196462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -2196497.500000 Penalty: 3409.781494
	Iteration 37Q: 3 clusters Score -2196498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -2196533.250000 Penalty: 3409.781494
	Iteration 38Q: 3 clusters Score -2196533 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -2196565.250000 Penalty: 3409.781494
	Iteration 39Q: 3 clusters Score -2196565 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -2196590.750000 Penalty: 3409.781494
	Iteration 40F: 3 clusters Score -2196591 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -2196613.250000 Penalty: 3409.781494
	Iteration 41Q: 3 clusters Score -2196613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -2196632.000000 Penalty: 3409.781494
	Iteration 42Q: 3 clusters Score -2196632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -2196641.250000 Penalty: 3409.781494
	Iteration 43Q: 3 clusters Score -2196641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -2196660.000000 Penalty: 3409.781494
	Iteration 44Q: 3 clusters Score -2196660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -2196673.750000 Penalty: 3409.781494
	Iteration 45Q: 3 clusters Score -2196674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -2196682.000000 Penalty: 3409.781494
	Iteration 46Q: 3 clusters Score -2196682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -2196695.750000 Penalty: 3409.781494
	Iteration 47Q: 3 clusters Score -2196696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -2196702.000000 Penalty: 3409.781494
	Iteration 48Q: 3 clusters Score -2196702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -2196713.000000 Penalty: 3409.781494
	Iteration 49Q: 3 clusters Score -2196713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -2196720.500000 Penalty: 3409.781494
	Iteration 50Q: 3 clusters Score -2196720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -2196728.750000 Penalty: 3409.781494
	Iteration 51Q: 3 clusters Score -2196729 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -2196734.750000 Penalty: 3409.781494
	Iteration 52Q: 3 clusters Score -2196735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -2196739.250000 Penalty: 3409.781494
	Iteration 53Q: 3 clusters Score -2196739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -2196744.250000 Penalty: 3409.781494
	Iteration 54Q: 3 clusters Score -2196744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -2196747.750000 Penalty: 3409.781494
	Iteration 55Q: 3 clusters Score -2196748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -2196753.000000 Penalty: 3409.781494
	Iteration 56Q: 3 clusters Score -2196753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -2196757.250000 Penalty: 3409.781494
	Iteration 57Q: 3 clusters Score -2196757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -2196756.250000 Penalty: 3409.781494
	Iteration 58Q: 3 clusters Score -2196756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -2196762.750000 Penalty: 3409.781494
	Iteration 59Q: 3 clusters Score -2196763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -2196765.000000 Penalty: 3409.781494
	Iteration 60F: 3 clusters Score -2196765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -2196778.000000 Penalty: 3409.781494
	Iteration 61Q: 3 clusters Score -2196778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -2196783.750000 Penalty: 3409.781494
	Iteration 62Q: 3 clusters Score -2196784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -2196786.500000 Penalty: 3409.781494
	Iteration 63Q: 3 clusters Score -2196786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -2196790.000000 Penalty: 3409.781494
	Iteration 64Q: 3 clusters Score -2196790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -2196789.000000 Penalty: 3409.781494
	Iteration 65Q: 3 clusters Score -2196789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -2196790.750000 Penalty: 3409.781494
	Iteration 66Q: 3 clusters Score -2196791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -2196790.750000 Penalty: 3409.781494
	Iteration 67Q: 3 clusters Score -2196791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -2196793.500000 Penalty: 3409.781494
	Iteration 68Q: 3 clusters Score -2196794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -2196791.500000 Penalty: 3409.781494
	Iteration 69Q: 3 clusters Score -2196792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -2196790.500000 Penalty: 3409.781494
	Iteration 70Q: 3 clusters Score -2196790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -2196791.000000 Penalty: 3409.781494
	Iteration 71Q: 3 clusters Score -2196791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -2196791.000000 Penalty: 3409.781494
	Iteration 72F: 3 clusters Score -2196791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Entering Unmasked Estep 
Score: -659635.312500 Penalty: 1504.329956
	Iteration 0F: 2 clusters Score -659635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -652185.750000 Penalty: 3008.659912
	Iteration 0F: 3 clusters Score -652185.8 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -654665.312500 Penalty: 3008.659912
	Iteration 1F: 3 clusters Score -654665.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -655024.562500 Penalty: 3008.659912
	Iteration 2F: 3 clusters Score -655024.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -655372.250000 Penalty: 3008.659912
	Iteration 3F: 3 clusters Score -655372.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -655720.875000 Penalty: 3008.659912
	Iteration 4F: 3 clusters Score -655720.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -656055.812500 Penalty: 3008.659912
	Iteration 5F: 3 clusters Score -656055.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -656431.750000 Penalty: 3008.659912
	Iteration 6F: 3 clusters Score -656431.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -656818.000000 Penalty: 3008.659912
	Iteration 7F: 3 clusters Score -656818 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -657192.062500 Penalty: 3008.659912
	Iteration 8F: 3 clusters Score -657192.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -657539.312500 Penalty: 3008.659912
	Iteration 9Q: 3 clusters Score -657539.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -657860.062500 Penalty: 3008.659912
	Iteration 10Q: 3 clusters Score -657860.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -658105.687500 Penalty: 3008.659912
	Iteration 11Q: 3 clusters Score -658105.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -658258.187500 Penalty: 3008.659912
	Iteration 12Q: 3 clusters Score -658258.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -658352.937500 Penalty: 3008.659912
	Iteration 13Q: 3 clusters Score -658352.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -658426.500000 Penalty: 3008.659912
	Iteration 14Q: 3 clusters Score -658426.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -658479.687500 Penalty: 3008.659912
	Iteration 15Q: 3 clusters Score -658479.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -658514.500000 Penalty: 3008.659912
	Iteration 16Q: 3 clusters Score -658514.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -658546.062500 Penalty: 3008.659912
	Iteration 17Q: 3 clusters Score -658546.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -658573.562500 Penalty: 3008.659912
	Iteration 18Q: 3 clusters Score -658573.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -658598.812500 Penalty: 3008.659912
	Iteration 19Q: 3 clusters Score -658598.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -658624.875000 Penalty: 3008.659912
	Iteration 20F: 3 clusters Score -658624.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -658652.187500 Penalty: 3008.659912
	Iteration 21Q: 3 clusters Score -658652.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -658688.750000 Penalty: 3008.659912
	Iteration 22Q: 3 clusters Score -658688.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -658720.500000 Penalty: 3008.659912
	Iteration 23Q: 3 clusters Score -658720.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -658748.000000 Penalty: 3008.659912
	Iteration 24Q: 3 clusters Score -658748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -658768.562500 Penalty: 3008.659912
	Iteration 25Q: 3 clusters Score -658768.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -658789.500000 Penalty: 3008.659912
	Iteration 26Q: 3 clusters Score -658789.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -658801.937500 Penalty: 3008.659912
	Iteration 27Q: 3 clusters Score -658801.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -658808.750000 Penalty: 3008.659912
	Iteration 28Q: 3 clusters Score -658808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -658810.187500 Penalty: 3008.659912
	Iteration 29Q: 3 clusters Score -658810.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -658815.375000 Penalty: 3008.659912
	Iteration 30Q: 3 clusters Score -658815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -658820.500000 Penalty: 3008.659912
	Iteration 31Q: 3 clusters Score -658820.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -658823.250000 Penalty: 3008.659912
	Iteration 32Q: 3 clusters Score -658823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -658825.875000 Penalty: 3008.659912
	Iteration 33Q: 3 clusters Score -658825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -658827.937500 Penalty: 3008.659912
	Iteration 34Q: 3 clusters Score -658827.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -658828.187500 Penalty: 3008.659912
	Iteration 35Q: 3 clusters Score -658828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -658828.125000 Penalty: 3008.659912
	Iteration 36Q: 3 clusters Score -658828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -658831.187500 Penalty: 3008.659912
	Iteration 37Q: 3 clusters Score -658831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -658831.562500 Penalty: 3008.659912
	Iteration 38Q: 3 clusters Score -658831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -658834.187500 Penalty: 3008.659912
	Iteration 39Q: 3 clusters Score -658834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -658835.625000 Penalty: 3008.659912
	Iteration 40F: 3 clusters Score -658835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -658835.375000 Penalty: 3008.659912
	Iteration 41Q: 3 clusters Score -658835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -658838.000000 Penalty: 3008.659912
	Iteration 42Q: 3 clusters Score -658838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -658838.437500 Penalty: 3008.659912
	Iteration 43Q: 3 clusters Score -658838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -658841.375000 Penalty: 3008.659912
	Iteration 44Q: 3 clusters Score -658841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -658845.375000 Penalty: 3008.659912
	Iteration 45Q: 3 clusters Score -658845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -658846.562500 Penalty: 3008.659912
	Iteration 46Q: 3 clusters Score -658846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -658848.562500 Penalty: 3008.659912
	Iteration 47Q: 3 clusters Score -658848.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -658851.500000 Penalty: 3008.659912
	Iteration 48Q: 3 clusters Score -658851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -658851.812500 Penalty: 3008.659912
	Iteration 49Q: 3 clusters Score -658851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -658853.375000 Penalty: 3008.659912
	Iteration 50Q: 3 clusters Score -658853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -658852.625000 Penalty: 3008.659912
	Iteration 51Q: 3 clusters Score -658852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -658852.375000 Penalty: 3008.659912
	Iteration 52Q: 3 clusters Score -658852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -658853.250000 Penalty: 3008.659912
	Iteration 53Q: 3 clusters Score -658853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -658853.125000 Penalty: 3008.659912
	Iteration 54Q: 3 clusters Score -658853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -658853.125000 Penalty: 3008.659912
	Iteration 55F: 3 clusters Score -658853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -63342.523438 Penalty: 1140.344727
	Iteration 0F: 2 clusters Score -63342.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -61817.722656 Penalty: 2280.689453
	Iteration 0F: 3 clusters Score -61817.72 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -62082.980469 Penalty: 2280.689453
	Iteration 1F: 3 clusters Score -62082.98 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -62184.582031 Penalty: 2280.689453
	Iteration 2F: 3 clusters Score -62184.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62234.234375 Penalty: 2280.689453
	Iteration 3Q: 3 clusters Score -62234.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62265.421875 Penalty: 2280.689453
	Iteration 4Q: 3 clusters Score -62265.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -62282.140625 Penalty: 2280.689453
	Iteration 5Q: 3 clusters Score -62282.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -62292.253906 Penalty: 2280.689453
	Iteration 6Q: 3 clusters Score -62292.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -62297.652344 Penalty: 2280.689453
	Iteration 7Q: 3 clusters Score -62297.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -62300.968750 Penalty: 2280.689453
	Iteration 8Q: 3 clusters Score -62300.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -62303.312500 Penalty: 2280.689453
	Iteration 9Q: 3 clusters Score -62303.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -62305.832031 Penalty: 2280.689453
	Iteration 10Q: 3 clusters Score -62305.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -62310.230469 Penalty: 2280.689453
	Iteration 11Q: 3 clusters Score -62310.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -62313.257812 Penalty: 2280.689453
	Iteration 12Q: 3 clusters Score -62313.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -62314.031250 Penalty: 2280.689453
	Iteration 13Q: 3 clusters Score -62314.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -62314.664062 Penalty: 2280.689453
	Iteration 14Q: 3 clusters Score -62314.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -62315.753906 Penalty: 2280.689453
	Iteration 15Q: 3 clusters Score -62315.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -62316.277344 Penalty: 2280.689453
	Iteration 16Q: 3 clusters Score -62316.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -62316.277344 Penalty: 2280.689453
	Iteration 17F: 3 clusters Score -62316.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Entering Unmasked Estep 
Score: -469564.875000 Penalty: 1454.987549
	Iteration 0F: 2 clusters Score -469564.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -463760.593750 Penalty: 2909.975098
	Iteration 0F: 3 clusters Score -463760.6 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -465532.718750 Penalty: 2909.975098
	Iteration 1F: 3 clusters Score -465532.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -465724.187500 Penalty: 2909.975098
	Iteration 2F: 3 clusters Score -465724.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -465872.031250 Penalty: 2909.975098
	Iteration 3Q: 3 clusters Score -465872 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -466014.593750 Penalty: 2909.975098
	Iteration 4Q: 3 clusters Score -466014.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -466163.000000 Penalty: 2909.975098
	Iteration 5Q: 3 clusters Score -466163 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -466330.718750 Penalty: 2909.975098
	Iteration 6Q: 3 clusters Score -466330.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -466512.906250 Penalty: 2909.975098
	Iteration 7Q: 3 clusters Score -466512.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -466699.281250 Penalty: 2909.975098
	Iteration 8Q: 3 clusters Score -466699.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -466883.906250 Penalty: 2909.975098
	Iteration 9Q: 3 clusters Score -466883.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -467111.375000 Penalty: 2909.975098
	Iteration 10Q: 3 clusters Score -467111.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -467377.093750 Penalty: 2909.975098
	Iteration 11Q: 3 clusters Score -467377.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -467621.968750 Penalty: 2909.975098
	Iteration 12Q: 3 clusters Score -467622 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -467801.593750 Penalty: 2909.975098
	Iteration 13Q: 3 clusters Score -467801.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -467931.875000 Penalty: 2909.975098
	Iteration 14Q: 3 clusters Score -467931.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -468040.468750 Penalty: 2909.975098
	Iteration 15Q: 3 clusters Score -468040.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -468126.343750 Penalty: 2909.975098
	Iteration 16Q: 3 clusters Score -468126.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -468188.343750 Penalty: 2909.975098
	Iteration 17Q: 3 clusters Score -468188.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -468242.343750 Penalty: 2909.975098
	Iteration 18Q: 3 clusters Score -468242.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -468272.156250 Penalty: 2909.975098
	Iteration 19Q: 3 clusters Score -468272.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -468299.250000 Penalty: 2909.975098
	Iteration 20F: 3 clusters Score -468299.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -468324.375000 Penalty: 2909.975098
	Iteration 21Q: 3 clusters Score -468324.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -468345.468750 Penalty: 2909.975098
	Iteration 22Q: 3 clusters Score -468345.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -468354.781250 Penalty: 2909.975098
	Iteration 23Q: 3 clusters Score -468354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -468362.718750 Penalty: 2909.975098
	Iteration 24Q: 3 clusters Score -468362.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -468367.312500 Penalty: 2909.975098
	Iteration 25Q: 3 clusters Score -468367.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -468372.250000 Penalty: 2909.975098
	Iteration 26Q: 3 clusters Score -468372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -468378.437500 Penalty: 2909.975098
	Iteration 27Q: 3 clusters Score -468378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -468382.000000 Penalty: 2909.975098
	Iteration 28Q: 3 clusters Score -468382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -468381.875000 Penalty: 2909.975098
	Iteration 29Q: 3 clusters Score -468381.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -468381.875000 Penalty: 2909.975098
	Iteration 30F: 3 clusters Score -468381.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Entering Unmasked Estep 
Score: -1451414.625000 Penalty: 1632.155273
	Iteration 0F: 2 clusters Score -1451415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1435800.500000 Penalty: 3264.310547
	Iteration 0F: 3 clusters Score -1435800 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1441453.000000 Penalty: 3264.310547
	Iteration 1F: 3 clusters Score -1441453 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1441764.375000 Penalty: 3264.310547
	Iteration 2Q: 3 clusters Score -1441764 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1442037.000000 Penalty: 3264.310547
	Iteration 3Q: 3 clusters Score -1442037 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1442289.250000 Penalty: 3264.310547
	Iteration 4Q: 3 clusters Score -1442289 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1442551.000000 Penalty: 3264.310547
	Iteration 5Q: 3 clusters Score -1442551 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1442852.750000 Penalty: 3264.310547
	Iteration 6Q: 3 clusters Score -1442853 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1443190.375000 Penalty: 3264.310547
	Iteration 7Q: 3 clusters Score -1443190 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1443592.750000 Penalty: 3264.310547
	Iteration 8Q: 3 clusters Score -1443593 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1444100.875000 Penalty: 3264.310547
	Iteration 9Q: 3 clusters Score -1444101 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1444750.000000 Penalty: 3264.310547
	Iteration 10Q: 3 clusters Score -1444750 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1445474.500000 Penalty: 3264.310547
	Iteration 11Q: 3 clusters Score -1445474 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1446239.500000 Penalty: 3264.310547
	Iteration 12Q: 3 clusters Score -1446240 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1446946.000000 Penalty: 3264.310547
	Iteration 13Q: 3 clusters Score -1446946 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1447506.375000 Penalty: 3264.310547
	Iteration 14Q: 3 clusters Score -1447506 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1447900.125000 Penalty: 3264.310547
	Iteration 15Q: 3 clusters Score -1447900 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1448177.375000 Penalty: 3264.310547
	Iteration 16Q: 3 clusters Score -1448177 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1448384.875000 Penalty: 3264.310547
	Iteration 17Q: 3 clusters Score -1448385 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1448539.875000 Penalty: 3264.310547
	Iteration 18Q: 3 clusters Score -1448540 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -1448664.250000 Penalty: 3264.310547
	Iteration 19Q: 3 clusters Score -1448664 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1448781.000000 Penalty: 3264.310547
	Iteration 20F: 3 clusters Score -1448781 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -1448882.500000 Penalty: 3264.310547
	Iteration 21Q: 3 clusters Score -1448882 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -1448977.000000 Penalty: 3264.310547
	Iteration 22Q: 3 clusters Score -1448977 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1449079.000000 Penalty: 3264.310547
	Iteration 23Q: 3 clusters Score -1449079 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -1449195.375000 Penalty: 3264.310547
	Iteration 24Q: 3 clusters Score -1449195 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -1449307.750000 Penalty: 3264.310547
	Iteration 25Q: 3 clusters Score -1449308 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -1449398.625000 Penalty: 3264.310547
	Iteration 26Q: 3 clusters Score -1449399 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -1449475.625000 Penalty: 3264.310547
	Iteration 27Q: 3 clusters Score -1449476 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -1449535.125000 Penalty: 3264.310547
	Iteration 28Q: 3 clusters Score -1449535 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -1449606.375000 Penalty: 3264.310547
	Iteration 29Q: 3 clusters Score -1449606 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -1449657.125000 Penalty: 3264.310547
	Iteration 30Q: 3 clusters Score -1449657 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -1449701.500000 Penalty: 3264.310547
	Iteration 31Q: 3 clusters Score -1449702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -1449743.625000 Penalty: 3264.310547
	Iteration 32Q: 3 clusters Score -1449744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -1449782.625000 Penalty: 3264.310547
	Iteration 33Q: 3 clusters Score -1449783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -1449821.125000 Penalty: 3264.310547
	Iteration 34Q: 3 clusters Score -1449821 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -1449848.500000 Penalty: 3264.310547
	Iteration 35Q: 3 clusters Score -1449848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -1449875.750000 Penalty: 3264.310547
	Iteration 36Q: 3 clusters Score -1449876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -1449895.750000 Penalty: 3264.310547
	Iteration 37Q: 3 clusters Score -1449896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -1449920.000000 Penalty: 3264.310547
	Iteration 38Q: 3 clusters Score -1449920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -1449937.375000 Penalty: 3264.310547
	Iteration 39Q: 3 clusters Score -1449937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -1449949.750000 Penalty: 3264.310547
	Iteration 40F: 3 clusters Score -1449950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -1449958.500000 Penalty: 3264.310547
	Iteration 41Q: 3 clusters Score -1449958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -1449965.875000 Penalty: 3264.310547
	Iteration 42Q: 3 clusters Score -1449966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -1449980.250000 Penalty: 3264.310547
	Iteration 43Q: 3 clusters Score -1449980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -1449984.250000 Penalty: 3264.310547
	Iteration 44Q: 3 clusters Score -1449984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -1449991.125000 Penalty: 3264.310547
	Iteration 45Q: 3 clusters Score -1449991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -1449991.375000 Penalty: 3264.310547
	Iteration 46Q: 3 clusters Score -1449991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -1449995.250000 Penalty: 3264.310547
	Iteration 47Q: 3 clusters Score -1449995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -1449996.500000 Penalty: 3264.310547
	Iteration 48Q: 3 clusters Score -1449996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -1449996.500000 Penalty: 3264.310547
	Iteration 49F: 3 clusters Score -1449996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Entering Unmasked Estep 
Score: -817550.375000 Penalty: 1539.714111
	Iteration 0F: 2 clusters Score -817550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -808442.250000 Penalty: 3079.428223
	Iteration 0F: 3 clusters Score -808442.2 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -811501.500000 Penalty: 3079.428223
	Iteration 1F: 3 clusters Score -811501.5 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -811780.375000 Penalty: 3079.428223
	Iteration 2F: 3 clusters Score -811780.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -811986.500000 Penalty: 3079.428223
	Iteration 3Q: 3 clusters Score -811986.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -812127.125000 Penalty: 3079.428223
	Iteration 4Q: 3 clusters Score -812127.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -812256.812500 Penalty: 3079.428223
	Iteration 5Q: 3 clusters Score -812256.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -812370.687500 Penalty: 3079.428223
	Iteration 6Q: 3 clusters Score -812370.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -812479.000000 Penalty: 3079.428223
	Iteration 7Q: 3 clusters Score -812479 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -812591.437500 Penalty: 3079.428223
	Iteration 8Q: 3 clusters Score -812591.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -812717.875000 Penalty: 3079.428223
	Iteration 9Q: 3 clusters Score -812717.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -812855.125000 Penalty: 3079.428223
	Iteration 10Q: 3 clusters Score -812855.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -812993.312500 Penalty: 3079.428223
	Iteration 11Q: 3 clusters Score -812993.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -813140.875000 Penalty: 3079.428223
	Iteration 12Q: 3 clusters Score -813140.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -813316.687500 Penalty: 3079.428223
	Iteration 13Q: 3 clusters Score -813316.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -813536.062500 Penalty: 3079.428223
	Iteration 14Q: 3 clusters Score -813536.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -813778.750000 Penalty: 3079.428223
	Iteration 15Q: 3 clusters Score -813778.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -814013.062500 Penalty: 3079.428223
	Iteration 16Q: 3 clusters Score -814013.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -814209.562500 Penalty: 3079.428223
	Iteration 17Q: 3 clusters Score -814209.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -814341.250000 Penalty: 3079.428223
	Iteration 18Q: 3 clusters Score -814341.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -814428.250000 Penalty: 3079.428223
	Iteration 19Q: 3 clusters Score -814428.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -814487.937500 Penalty: 3079.428223
	Iteration 20F: 3 clusters Score -814487.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -814528.187500 Penalty: 3079.428223
	Iteration 21Q: 3 clusters Score -814528.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -814550.062500 Penalty: 3079.428223
	Iteration 22Q: 3 clusters Score -814550.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -814566.375000 Penalty: 3079.428223
	Iteration 23Q: 3 clusters Score -814566.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -814585.437500 Penalty: 3079.428223
	Iteration 24Q: 3 clusters Score -814585.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -814604.500000 Penalty: 3079.428223
	Iteration 25Q: 3 clusters Score -814604.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -814623.875000 Penalty: 3079.428223
	Iteration 26Q: 3 clusters Score -814623.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -814637.187500 Penalty: 3079.428223
	Iteration 27Q: 3 clusters Score -814637.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -814659.500000 Penalty: 3079.428223
	Iteration 28Q: 3 clusters Score -814659.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -814684.812500 Penalty: 3079.428223
	Iteration 29Q: 3 clusters Score -814684.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -814713.250000 Penalty: 3079.428223
	Iteration 30Q: 3 clusters Score -814713.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -814743.437500 Penalty: 3079.428223
	Iteration 31Q: 3 clusters Score -814743.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -814767.937500 Penalty: 3079.428223
	Iteration 32Q: 3 clusters Score -814767.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -814799.250000 Penalty: 3079.428223
	Iteration 33Q: 3 clusters Score -814799.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -814826.750000 Penalty: 3079.428223
	Iteration 34Q: 3 clusters Score -814826.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -814855.375000 Penalty: 3079.428223
	Iteration 35Q: 3 clusters Score -814855.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -814890.062500 Penalty: 3079.428223
	Iteration 36Q: 3 clusters Score -814890.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -814915.562500 Penalty: 3079.428223
	Iteration 37Q: 3 clusters Score -814915.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -814940.062500 Penalty: 3079.428223
	Iteration 38Q: 3 clusters Score -814940.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -814960.250000 Penalty: 3079.428223
	Iteration 39Q: 3 clusters Score -814960.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -814986.562500 Penalty: 3079.428223
	Iteration 40F: 3 clusters Score -814986.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -815010.625000 Penalty: 3079.428223
	Iteration 41Q: 3 clusters Score -815010.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -815032.187500 Penalty: 3079.428223
	Iteration 42Q: 3 clusters Score -815032.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -815057.750000 Penalty: 3079.428223
	Iteration 43Q: 3 clusters Score -815057.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -815082.562500 Penalty: 3079.428223
	Iteration 44Q: 3 clusters Score -815082.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -815104.062500 Penalty: 3079.428223
	Iteration 45Q: 3 clusters Score -815104.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -815124.750000 Penalty: 3079.428223
	Iteration 46Q: 3 clusters Score -815124.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -815138.875000 Penalty: 3079.428223
	Iteration 47Q: 3 clusters Score -815138.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -815151.937500 Penalty: 3079.428223
	Iteration 48Q: 3 clusters Score -815151.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -815160.375000 Penalty: 3079.428223
	Iteration 49Q: 3 clusters Score -815160.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -815173.000000 Penalty: 3079.428223
	Iteration 50Q: 3 clusters Score -815173 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -815189.687500 Penalty: 3079.428223
	Iteration 51Q: 3 clusters Score -815189.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -815214.062500 Penalty: 3079.428223
	Iteration 52Q: 3 clusters Score -815214.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -815239.375000 Penalty: 3079.428223
	Iteration 53Q: 3 clusters Score -815239.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -815267.937500 Penalty: 3079.428223
	Iteration 54Q: 3 clusters Score -815267.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -815288.937500 Penalty: 3079.428223
	Iteration 55Q: 3 clusters Score -815288.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -815311.687500 Penalty: 3079.428223
	Iteration 56Q: 3 clusters Score -815311.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -815333.937500 Penalty: 3079.428223
	Iteration 57Q: 3 clusters Score -815333.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -815353.937500 Penalty: 3079.428223
	Iteration 58Q: 3 clusters Score -815353.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -815381.812500 Penalty: 3079.428223
	Iteration 59Q: 3 clusters Score -815381.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -815406.625000 Penalty: 3079.428223
	Iteration 60F: 3 clusters Score -815406.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -815428.375000 Penalty: 3079.428223
	Iteration 61Q: 3 clusters Score -815428.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -815449.375000 Penalty: 3079.428223
	Iteration 62Q: 3 clusters Score -815449.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -815464.062500 Penalty: 3079.428223
	Iteration 63Q: 3 clusters Score -815464.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -815478.437500 Penalty: 3079.428223
	Iteration 64Q: 3 clusters Score -815478.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -815492.812500 Penalty: 3079.428223
	Iteration 65Q: 3 clusters Score -815492.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -815504.937500 Penalty: 3079.428223
	Iteration 66Q: 3 clusters Score -815504.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -815517.687500 Penalty: 3079.428223
	Iteration 67Q: 3 clusters Score -815517.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -815525.687500 Penalty: 3079.428223
	Iteration 68Q: 3 clusters Score -815525.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -815536.437500 Penalty: 3079.428223
	Iteration 69Q: 3 clusters Score -815536.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -815546.437500 Penalty: 3079.428223
	Iteration 70Q: 3 clusters Score -815546.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -815554.250000 Penalty: 3079.428223
	Iteration 71Q: 3 clusters Score -815554.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -815560.812500 Penalty: 3079.428223
	Iteration 72Q: 3 clusters Score -815560.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -815568.875000 Penalty: 3079.428223
	Iteration 73Q: 3 clusters Score -815568.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -815581.500000 Penalty: 3079.428223
	Iteration 74Q: 3 clusters Score -815581.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -815589.625000 Penalty: 3079.428223
	Iteration 75Q: 3 clusters Score -815589.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -815598.125000 Penalty: 3079.428223
	Iteration 76Q: 3 clusters Score -815598.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -815612.937500 Penalty: 3079.428223
	Iteration 77Q: 3 clusters Score -815612.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -815629.437500 Penalty: 3079.428223
	Iteration 78Q: 3 clusters Score -815629.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -815645.375000 Penalty: 3079.428223
	Iteration 79Q: 3 clusters Score -815645.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -815663.375000 Penalty: 3079.428223
	Iteration 80F: 3 clusters Score -815663.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -815678.000000 Penalty: 3079.428223
	Iteration 81Q: 3 clusters Score -815678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -815694.187500 Penalty: 3079.428223
	Iteration 82Q: 3 clusters Score -815694.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -815708.687500 Penalty: 3079.428223
	Iteration 83Q: 3 clusters Score -815708.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -815730.750000 Penalty: 3079.428223
	Iteration 84Q: 3 clusters Score -815730.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -815746.562500 Penalty: 3079.428223
	Iteration 85Q: 3 clusters Score -815746.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -815763.500000 Penalty: 3079.428223
	Iteration 86Q: 3 clusters Score -815763.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -815781.062500 Penalty: 3079.428223
	Iteration 87Q: 3 clusters Score -815781.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -815805.500000 Penalty: 3079.428223
	Iteration 88Q: 3 clusters Score -815805.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -815834.250000 Penalty: 3079.428223
	Iteration 89Q: 3 clusters Score -815834.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -815859.250000 Penalty: 3079.428223
	Iteration 90Q: 3 clusters Score -815859.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -815882.937500 Penalty: 3079.428223
	Iteration 91Q: 3 clusters Score -815882.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -815902.562500 Penalty: 3079.428223
	Iteration 92Q: 3 clusters Score -815902.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -815921.875000 Penalty: 3079.428223
	Iteration 93Q: 3 clusters Score -815921.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -815940.875000 Penalty: 3079.428223
	Iteration 94Q: 3 clusters Score -815940.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -815960.312500 Penalty: 3079.428223
	Iteration 95Q: 3 clusters Score -815960.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -815975.562500 Penalty: 3079.428223
	Iteration 96Q: 3 clusters Score -815975.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -815989.062500 Penalty: 3079.428223
	Iteration 97Q: 3 clusters Score -815989.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -815998.562500 Penalty: 3079.428223
	Iteration 98Q: 3 clusters Score -815998.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -816009.375000 Penalty: 3079.428223
	Iteration 99Q: 3 clusters Score -816009.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -816022.500000 Penalty: 3079.428223
	Iteration 100F: 3 clusters Score -816022.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -816028.437500 Penalty: 3079.428223
	Iteration 101Q: 3 clusters Score -816028.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -816035.125000 Penalty: 3079.428223
	Iteration 102Q: 3 clusters Score -816035.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -816041.750000 Penalty: 3079.428223
	Iteration 103Q: 3 clusters Score -816041.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -816053.125000 Penalty: 3079.428223
	Iteration 104Q: 3 clusters Score -816053.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -816060.687500 Penalty: 3079.428223
	Iteration 105Q: 3 clusters Score -816060.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -816065.312500 Penalty: 3079.428223
	Iteration 106Q: 3 clusters Score -816065.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -816073.437500 Penalty: 3079.428223
	Iteration 107Q: 3 clusters Score -816073.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -816079.312500 Penalty: 3079.428223
	Iteration 108Q: 3 clusters Score -816079.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -816085.875000 Penalty: 3079.428223
	Iteration 109Q: 3 clusters Score -816085.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -816086.812500 Penalty: 3079.428223
	Iteration 110Q: 3 clusters Score -816086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -816087.937500 Penalty: 3079.428223
	Iteration 111Q: 3 clusters Score -816087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -816090.375000 Penalty: 3079.428223
	Iteration 112Q: 3 clusters Score -816090.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -816096.437500 Penalty: 3079.428223
	Iteration 113Q: 3 clusters Score -816096.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -816105.687500 Penalty: 3079.428223
	Iteration 114Q: 3 clusters Score -816105.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -816111.000000 Penalty: 3079.428223
	Iteration 115Q: 3 clusters Score -816111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -816114.750000 Penalty: 3079.428223
	Iteration 116Q: 3 clusters Score -816114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -816117.937500 Penalty: 3079.428223
	Iteration 117Q: 3 clusters Score -816117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -816119.437500 Penalty: 3079.428223
	Iteration 118Q: 3 clusters Score -816119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -816121.187500 Penalty: 3079.428223
	Iteration 119Q: 3 clusters Score -816121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -816123.125000 Penalty: 3079.428223
	Iteration 120F: 3 clusters Score -816123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -816123.625000 Penalty: 3079.428223
	Iteration 121Q: 3 clusters Score -816123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -816123.750000 Penalty: 3079.428223
	Iteration 122Q: 3 clusters Score -816123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -816123.750000 Penalty: 3079.428223
	Iteration 123F: 3 clusters Score -816123.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -374534.031250 Penalty: 1414.454590
	Iteration 0F: 2 clusters Score -374534 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 3012 members 
Entering Unmasked Estep 
Score: -369908.750000 Penalty: 2828.909180
	Iteration 0F: 3 clusters Score -369908.8 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -371240.812500 Penalty: 2828.909180
	Iteration 1F: 3 clusters Score -371240.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -371458.000000 Penalty: 2828.909180
	Iteration 2F: 3 clusters Score -371458 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -371620.718750 Penalty: 2828.909180
	Iteration 3F: 3 clusters Score -371620.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -371757.937500 Penalty: 2828.909180
	Iteration 4Q: 3 clusters Score -371757.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -371884.250000 Penalty: 2828.909180
	Iteration 5Q: 3 clusters Score -371884.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -371998.000000 Penalty: 2828.909180
	Iteration 6Q: 3 clusters Score -371998 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -372120.781250 Penalty: 2828.909180
	Iteration 7Q: 3 clusters Score -372120.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -372228.281250 Penalty: 2828.909180
	Iteration 8Q: 3 clusters Score -372228.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -372333.125000 Penalty: 2828.909180
	Iteration 9Q: 3 clusters Score -372333.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -372442.968750 Penalty: 2828.909180
	Iteration 10Q: 3 clusters Score -372443 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -372536.531250 Penalty: 2828.909180
	Iteration 11Q: 3 clusters Score -372536.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -372644.593750 Penalty: 2828.909180
	Iteration 12Q: 3 clusters Score -372644.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -372734.093750 Penalty: 2828.909180
	Iteration 13Q: 3 clusters Score -372734.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -372802.843750 Penalty: 2828.909180
	Iteration 14Q: 3 clusters Score -372802.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -372862.843750 Penalty: 2828.909180
	Iteration 15Q: 3 clusters Score -372862.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -372910.562500 Penalty: 2828.909180
	Iteration 16Q: 3 clusters Score -372910.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -372940.156250 Penalty: 2828.909180
	Iteration 17Q: 3 clusters Score -372940.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -372967.656250 Penalty: 2828.909180
	Iteration 18Q: 3 clusters Score -372967.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -372989.156250 Penalty: 2828.909180
	Iteration 19Q: 3 clusters Score -372989.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -373002.875000 Penalty: 2828.909180
	Iteration 20F: 3 clusters Score -373002.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -373013.625000 Penalty: 2828.909180
	Iteration 21Q: 3 clusters Score -373013.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -373021.687500 Penalty: 2828.909180
	Iteration 22Q: 3 clusters Score -373021.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -373028.500000 Penalty: 2828.909180
	Iteration 23Q: 3 clusters Score -373028.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -373035.687500 Penalty: 2828.909180
	Iteration 24Q: 3 clusters Score -373035.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -373037.687500 Penalty: 2828.909180
	Iteration 25Q: 3 clusters Score -373037.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -373042.718750 Penalty: 2828.909180
	Iteration 26Q: 3 clusters Score -373042.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -373048.906250 Penalty: 2828.909180
	Iteration 27Q: 3 clusters Score -373048.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -373054.968750 Penalty: 2828.909180
	Iteration 28Q: 3 clusters Score -373055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -373058.843750 Penalty: 2828.909180
	Iteration 29Q: 3 clusters Score -373058.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -373065.250000 Penalty: 2828.909180
	Iteration 30Q: 3 clusters Score -373065.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -373073.343750 Penalty: 2828.909180
	Iteration 31Q: 3 clusters Score -373073.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -373080.156250 Penalty: 2828.909180
	Iteration 32Q: 3 clusters Score -373080.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -373082.781250 Penalty: 2828.909180
	Iteration 33Q: 3 clusters Score -373082.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -373084.906250 Penalty: 2828.909180
	Iteration 34Q: 3 clusters Score -373084.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -373089.125000 Penalty: 2828.909180
	Iteration 35Q: 3 clusters Score -373089.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -373092.218750 Penalty: 2828.909180
	Iteration 36Q: 3 clusters Score -373092.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -373096.062500 Penalty: 2828.909180
	Iteration 37Q: 3 clusters Score -373096.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -373100.906250 Penalty: 2828.909180
	Iteration 38Q: 3 clusters Score -373100.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -373102.437500 Penalty: 2828.909180
	Iteration 39Q: 3 clusters Score -373102.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -373105.906250 Penalty: 2828.909180
	Iteration 40F: 3 clusters Score -373105.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -373110.156250 Penalty: 2828.909180
	Iteration 41Q: 3 clusters Score -373110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -373112.156250 Penalty: 2828.909180
	Iteration 42Q: 3 clusters Score -373112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -373113.093750 Penalty: 2828.909180
	Iteration 43Q: 3 clusters Score -373113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -373113.406250 Penalty: 2828.909180
	Iteration 44Q: 3 clusters Score -373113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -373115.218750 Penalty: 2828.909180
	Iteration 45Q: 3 clusters Score -373115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -373116.281250 Penalty: 2828.909180
	Iteration 46Q: 3 clusters Score -373116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -373117.250000 Penalty: 2828.909180
	Iteration 47Q: 3 clusters Score -373117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -373118.343750 Penalty: 2828.909180
	Iteration 48Q: 3 clusters Score -373118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -373120.812500 Penalty: 2828.909180
	Iteration 49Q: 3 clusters Score -373120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -373122.468750 Penalty: 2828.909180
	Iteration 50Q: 3 clusters Score -373122.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -373122.562500 Penalty: 2828.909180
	Iteration 51Q: 3 clusters Score -373122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -373122.031250 Penalty: 2828.909180
	Iteration 52Q: 3 clusters Score -373122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -373123.312500 Penalty: 2828.909180
	Iteration 53Q: 3 clusters Score -373123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -373123.500000 Penalty: 2828.909180
	Iteration 54Q: 3 clusters Score -373123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -373124.000000 Penalty: 2828.909180
	Iteration 55Q: 3 clusters Score -373124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -373124.125000 Penalty: 2828.909180
	Iteration 56Q: 3 clusters Score -373124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -373124.375000 Penalty: 2828.909180
	Iteration 57Q: 3 clusters Score -373124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -373125.093750 Penalty: 2828.909180
	Iteration 58Q: 3 clusters Score -373125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -373125.625000 Penalty: 2828.909180
	Iteration 59Q: 3 clusters Score -373125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -373124.000000 Penalty: 2828.909180
	Iteration 60F: 3 clusters Score -373124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -292119.062500 Penalty: 1391.848389
	Iteration 0F: 2 clusters Score -292119.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -288015.687500 Penalty: 2783.696777
	Iteration 0F: 3 clusters Score -288015.7 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -289211.000000 Penalty: 2783.696777
	Iteration 1F: 3 clusters Score -289211 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -289467.093750 Penalty: 2783.696777
	Iteration 2F: 3 clusters Score -289467.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -289713.343750 Penalty: 2783.696777
	Iteration 3F: 3 clusters Score -289713.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -289952.812500 Penalty: 2783.696777
	Iteration 4F: 3 clusters Score -289952.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -290195.156250 Penalty: 2783.696777
	Iteration 5F: 3 clusters Score -290195.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -290409.437500 Penalty: 2783.696777
	Iteration 6F: 3 clusters Score -290409.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -290617.875000 Penalty: 2783.696777
	Iteration 7F: 3 clusters Score -290617.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -290797.000000 Penalty: 2783.696777
	Iteration 8Q: 3 clusters Score -290797 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -290907.531250 Penalty: 2783.696777
	Iteration 9Q: 3 clusters Score -290907.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -290985.062500 Penalty: 2783.696777
	Iteration 10Q: 3 clusters Score -290985.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -291049.125000 Penalty: 2783.696777
	Iteration 11Q: 3 clusters Score -291049.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -291112.500000 Penalty: 2783.696777
	Iteration 12Q: 3 clusters Score -291112.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -291159.000000 Penalty: 2783.696777
	Iteration 13Q: 3 clusters Score -291159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -291193.531250 Penalty: 2783.696777
	Iteration 14Q: 3 clusters Score -291193.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -291230.093750 Penalty: 2783.696777
	Iteration 15Q: 3 clusters Score -291230.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -291253.468750 Penalty: 2783.696777
	Iteration 16Q: 3 clusters Score -291253.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -291275.187500 Penalty: 2783.696777
	Iteration 17Q: 3 clusters Score -291275.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -291298.687500 Penalty: 2783.696777
	Iteration 18Q: 3 clusters Score -291298.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -291323.625000 Penalty: 2783.696777
	Iteration 19Q: 3 clusters Score -291323.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -291348.375000 Penalty: 2783.696777
	Iteration 20F: 3 clusters Score -291348.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -291367.781250 Penalty: 2783.696777
	Iteration 21Q: 3 clusters Score -291367.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -291389.125000 Penalty: 2783.696777
	Iteration 22Q: 3 clusters Score -291389.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -291414.687500 Penalty: 2783.696777
	Iteration 23Q: 3 clusters Score -291414.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -291435.500000 Penalty: 2783.696777
	Iteration 24Q: 3 clusters Score -291435.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -291446.656250 Penalty: 2783.696777
	Iteration 25Q: 3 clusters Score -291446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -291467.093750 Penalty: 2783.696777
	Iteration 26Q: 3 clusters Score -291467.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -291471.375000 Penalty: 2783.696777
	Iteration 27Q: 3 clusters Score -291471.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -291475.093750 Penalty: 2783.696777
	Iteration 28Q: 3 clusters Score -291475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -291478.687500 Penalty: 2783.696777
	Iteration 29Q: 3 clusters Score -291478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -291480.093750 Penalty: 2783.696777
	Iteration 30Q: 3 clusters Score -291480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -291481.312500 Penalty: 2783.696777
	Iteration 31Q: 3 clusters Score -291481.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -291481.187500 Penalty: 2783.696777
	Iteration 32Q: 3 clusters Score -291481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -291481.187500 Penalty: 2783.696777
	Iteration 33F: 3 clusters Score -291481.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -259084.375000 Penalty: 1361.824219
	Iteration 0F: 2 clusters Score -259084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -255452.890625 Penalty: 2723.648438
	Iteration 0F: 3 clusters Score -255452.9 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -256442.171875 Penalty: 2723.648438
	Iteration 1F: 3 clusters Score -256442.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -256608.421875 Penalty: 2723.648438
	Iteration 2F: 3 clusters Score -256608.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -256717.296875 Penalty: 2723.648438
	Iteration 3F: 3 clusters Score -256717.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -256799.687500 Penalty: 2723.648438
	Iteration 4Q: 3 clusters Score -256799.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -256862.500000 Penalty: 2723.648438
	Iteration 5Q: 3 clusters Score -256862.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -256910.062500 Penalty: 2723.648438
	Iteration 6Q: 3 clusters Score -256910.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -256947.468750 Penalty: 2723.648438
	Iteration 7Q: 3 clusters Score -256947.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -256970.718750 Penalty: 2723.648438
	Iteration 8Q: 3 clusters Score -256970.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -256992.218750 Penalty: 2723.648438
	Iteration 9Q: 3 clusters Score -256992.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -257012.171875 Penalty: 2723.648438
	Iteration 10Q: 3 clusters Score -257012.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -257027.578125 Penalty: 2723.648438
	Iteration 11Q: 3 clusters Score -257027.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -257050.859375 Penalty: 2723.648438
	Iteration 12Q: 3 clusters Score -257050.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -257073.750000 Penalty: 2723.648438
	Iteration 13Q: 3 clusters Score -257073.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -257102.859375 Penalty: 2723.648438
	Iteration 14Q: 3 clusters Score -257102.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -257161.843750 Penalty: 2723.648438
	Iteration 15Q: 3 clusters Score -257161.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -257257.078125 Penalty: 2723.648438
	Iteration 16Q: 3 clusters Score -257257.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -257434.953125 Penalty: 2723.648438
	Iteration 17Q: 3 clusters Score -257435 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -257608.281250 Penalty: 2723.648438
	Iteration 18Q: 3 clusters Score -257608.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -257752.453125 Penalty: 2723.648438
	Iteration 19Q: 3 clusters Score -257752.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -257870.187500 Penalty: 2723.648438
	Iteration 20F: 3 clusters Score -257870.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -257989.046875 Penalty: 2723.648438
	Iteration 21Q: 3 clusters Score -257989 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -258142.125000 Penalty: 2723.648438
	Iteration 22Q: 3 clusters Score -258142.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -258253.531250 Penalty: 2723.648438
	Iteration 23Q: 3 clusters Score -258253.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -258331.281250 Penalty: 2723.648438
	Iteration 24Q: 3 clusters Score -258331.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -258374.609375 Penalty: 2723.648438
	Iteration 25Q: 3 clusters Score -258374.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -258406.937500 Penalty: 2723.648438
	Iteration 26Q: 3 clusters Score -258406.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -258427.781250 Penalty: 2723.648438
	Iteration 27Q: 3 clusters Score -258427.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -258448.171875 Penalty: 2723.648438
	Iteration 28Q: 3 clusters Score -258448.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -258458.437500 Penalty: 2723.648438
	Iteration 29Q: 3 clusters Score -258458.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -258464.906250 Penalty: 2723.648438
	Iteration 30Q: 3 clusters Score -258464.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -258470.046875 Penalty: 2723.648438
	Iteration 31Q: 3 clusters Score -258470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -258476.906250 Penalty: 2723.648438
	Iteration 32Q: 3 clusters Score -258476.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -258481.000000 Penalty: 2723.648438
	Iteration 33Q: 3 clusters Score -258481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -258485.515625 Penalty: 2723.648438
	Iteration 34Q: 3 clusters Score -258485.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -258488.453125 Penalty: 2723.648438
	Iteration 35Q: 3 clusters Score -258488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -258490.843750 Penalty: 2723.648438
	Iteration 36Q: 3 clusters Score -258490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -258492.156250 Penalty: 2723.648438
	Iteration 37Q: 3 clusters Score -258492.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -258493.234375 Penalty: 2723.648438
	Iteration 38Q: 3 clusters Score -258493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -258493.375000 Penalty: 2723.648438
	Iteration 39Q: 3 clusters Score -258493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -258494.140625 Penalty: 2723.648438
	Iteration 40F: 3 clusters Score -258494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -258494.468750 Penalty: 2723.648438
	Iteration 41Q: 3 clusters Score -258494.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -258494.468750 Penalty: 2723.648438
	Iteration 42F: 3 clusters Score -258494.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -457870.375000 Penalty: 1452.447388
	Iteration 0F: 2 clusters Score -457870.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -452232.687500 Penalty: 2904.894775
	Iteration 0F: 3 clusters Score -452232.7 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -453980.312500 Penalty: 2904.894775
	Iteration 1F: 3 clusters Score -453980.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -454232.687500 Penalty: 2904.894775
	Iteration 2F: 3 clusters Score -454232.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -454439.625000 Penalty: 2904.894775
	Iteration 3F: 3 clusters Score -454439.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -454616.375000 Penalty: 2904.894775
	Iteration 4Q: 3 clusters Score -454616.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -454806.562500 Penalty: 2904.894775
	Iteration 5Q: 3 clusters Score -454806.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -455022.968750 Penalty: 2904.894775
	Iteration 6Q: 3 clusters Score -455023 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -455270.093750 Penalty: 2904.894775
	Iteration 7Q: 3 clusters Score -455270.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -455522.937500 Penalty: 2904.894775
	Iteration 8Q: 3 clusters Score -455522.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -455779.093750 Penalty: 2904.894775
	Iteration 9Q: 3 clusters Score -455779.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -456008.656250 Penalty: 2904.894775
	Iteration 10Q: 3 clusters Score -456008.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -456220.906250 Penalty: 2904.894775
	Iteration 11Q: 3 clusters Score -456220.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -456391.812500 Penalty: 2904.894775
	Iteration 12Q: 3 clusters Score -456391.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -456506.656250 Penalty: 2904.894775
	Iteration 13Q: 3 clusters Score -456506.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -456574.718750 Penalty: 2904.894775
	Iteration 14Q: 3 clusters Score -456574.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -456624.625000 Penalty: 2904.894775
	Iteration 15Q: 3 clusters Score -456624.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -456661.656250 Penalty: 2904.894775
	Iteration 16Q: 3 clusters Score -456661.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -456692.656250 Penalty: 2904.894775
	Iteration 17Q: 3 clusters Score -456692.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -456713.156250 Penalty: 2904.894775
	Iteration 18Q: 3 clusters Score -456713.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -456723.875000 Penalty: 2904.894775
	Iteration 19Q: 3 clusters Score -456723.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -456737.656250 Penalty: 2904.894775
	Iteration 20F: 3 clusters Score -456737.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -456751.187500 Penalty: 2904.894775
	Iteration 21Q: 3 clusters Score -456751.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -456762.000000 Penalty: 2904.894775
	Iteration 22Q: 3 clusters Score -456762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -456772.218750 Penalty: 2904.894775
	Iteration 23Q: 3 clusters Score -456772.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -456781.812500 Penalty: 2904.894775
	Iteration 24Q: 3 clusters Score -456781.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -456793.718750 Penalty: 2904.894775
	Iteration 25Q: 3 clusters Score -456793.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -456804.000000 Penalty: 2904.894775
	Iteration 26Q: 3 clusters Score -456804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -456808.375000 Penalty: 2904.894775
	Iteration 27Q: 3 clusters Score -456808.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -456812.312500 Penalty: 2904.894775
	Iteration 28Q: 3 clusters Score -456812.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -456816.250000 Penalty: 2904.894775
	Iteration 29Q: 3 clusters Score -456816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -456821.187500 Penalty: 2904.894775
	Iteration 30Q: 3 clusters Score -456821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -456824.031250 Penalty: 2904.894775
	Iteration 31Q: 3 clusters Score -456824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -456828.281250 Penalty: 2904.894775
	Iteration 32Q: 3 clusters Score -456828.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -456833.156250 Penalty: 2904.894775
	Iteration 33Q: 3 clusters Score -456833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -456836.562500 Penalty: 2904.894775
	Iteration 34Q: 3 clusters Score -456836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -456836.281250 Penalty: 2904.894775
	Iteration 35Q: 3 clusters Score -456836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -456839.125000 Penalty: 2904.894775
	Iteration 36Q: 3 clusters Score -456839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -456843.531250 Penalty: 2904.894775
	Iteration 37Q: 3 clusters Score -456843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -456845.343750 Penalty: 2904.894775
	Iteration 38Q: 3 clusters Score -456845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -456847.718750 Penalty: 2904.894775
	Iteration 39Q: 3 clusters Score -456847.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -456847.718750 Penalty: 2904.894775
	Iteration 40F: 3 clusters Score -456847.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Entering Unmasked Estep 
Score: -6384330.000000 Penalty: 1876.548950
	Iteration 0F: 2 clusters Score -6384330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -6314828.500000 Penalty: 3753.097900
	Iteration 0F: 3 clusters Score -6314828 nChanged 49643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -6344143.500000 Penalty: 3753.097900
	Iteration 1F: 3 clusters Score -6344144 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -6345166.000000 Penalty: 3753.097900
	Iteration 2Q: 3 clusters Score -6345166 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -6346596.000000 Penalty: 3753.097900
	Iteration 3Q: 3 clusters Score -6346596 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -6348318.500000 Penalty: 3753.097900
	Iteration 4Q: 3 clusters Score -6348318 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -6350410.500000 Penalty: 3753.097900
	Iteration 5Q: 3 clusters Score -6350410 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -6352620.000000 Penalty: 3753.097900
	Iteration 6F: 3 clusters Score -6352620 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -6354840.500000 Penalty: 3753.097900
	Iteration 7F: 3 clusters Score -6354840 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -6356955.000000 Penalty: 3753.097900
	Iteration 8Q: 3 clusters Score -6356955 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -6359346.500000 Penalty: 3753.097900
	Iteration 9Q: 3 clusters Score -6359346 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -6362020.500000 Penalty: 3753.097900
	Iteration 10Q: 3 clusters Score -6362020 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -6365152.500000 Penalty: 3753.097900
	Iteration 11F: 3 clusters Score -6365152 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -6368848.000000 Penalty: 3753.097900
	Iteration 12F: 3 clusters Score -6368848 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -6372705.000000 Penalty: 3753.097900
	Iteration 13F: 3 clusters Score -6372705 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -6376262.500000 Penalty: 3753.097900
	Iteration 14Q: 3 clusters Score -6376262 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -6378952.000000 Penalty: 3753.097900
	Iteration 15Q: 3 clusters Score -6378952 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 100311 members 
Entering Unmasked Estep 
Score: -6380584.500000 Penalty: 3753.097900
	Iteration 16Q: 3 clusters Score -6380584 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -6381506.000000 Penalty: 3753.097900
	Iteration 17Q: 3 clusters Score -6381506 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 102358 members 
Entering Unmasked Estep 
Score: -6382047.500000 Penalty: 3753.097900
	Iteration 18Q: 3 clusters Score -6382048 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 102747 members 
Entering Unmasked Estep 
Score: -6382336.500000 Penalty: 3753.097900
	Iteration 19Q: 3 clusters Score -6382336 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -6382478.500000 Penalty: 3753.097900
	Iteration 20F: 3 clusters Score -6382478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 103044 members 
Entering Unmasked Estep 
Score: -6382551.000000 Penalty: 3753.097900
	Iteration 21Q: 3 clusters Score -6382551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -6382595.500000 Penalty: 3753.097900
	Iteration 22Q: 3 clusters Score -6382596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 103134 members 
Entering Unmasked Estep 
Score: -6382623.000000 Penalty: 3753.097900
	Iteration 23Q: 3 clusters Score -6382623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -6382647.000000 Penalty: 3753.097900
	Iteration 24Q: 3 clusters Score -6382647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 103174 members 
Entering Unmasked Estep 
Score: -6382670.000000 Penalty: 3753.097900
	Iteration 25Q: 3 clusters Score -6382670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -6382686.500000 Penalty: 3753.097900
	Iteration 26Q: 3 clusters Score -6382686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 103202 members 
Entering Unmasked Estep 
Score: -6382703.500000 Penalty: 3753.097900
	Iteration 27Q: 3 clusters Score -6382704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 103205 members 
Entering Unmasked Estep 
Score: -6382700.500000 Penalty: 3753.097900
	Iteration 28Q: 3 clusters Score -6382700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -6382695.000000 Penalty: 3753.097900
	Iteration 29Q: 3 clusters Score -6382695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -6382698.500000 Penalty: 3753.097900
	Iteration 30Q: 3 clusters Score -6382698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 103221 members 
Entering Unmasked Estep 
Score: -6382700.000000 Penalty: 3753.097900
	Iteration 31Q: 3 clusters Score -6382700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -6382707.000000 Penalty: 3753.097900
	Iteration 32Q: 3 clusters Score -6382707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 103229 members 
Entering Unmasked Estep 
Score: -6382708.000000 Penalty: 3753.097900
	Iteration 33Q: 3 clusters Score -6382708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -6382710.500000 Penalty: 3753.097900
	Iteration 34Q: 3 clusters Score -6382710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -6382711.500000 Penalty: 3753.097900
	Iteration 35Q: 3 clusters Score -6382712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -6382711.500000 Penalty: 3753.097900
	Iteration 36F: 3 clusters Score -6382712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Entering Unmasked Estep 
Score: -1502271.500000 Penalty: 1639.356445
	Iteration 0F: 2 clusters Score -1502272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1485903.625000 Penalty: 3278.712891
	Iteration 0F: 3 clusters Score -1485904 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1491786.125000 Penalty: 3278.712891
	Iteration 1F: 3 clusters Score -1491786 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1492168.750000 Penalty: 3278.712891
	Iteration 2Q: 3 clusters Score -1492169 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1492512.000000 Penalty: 3278.712891
	Iteration 3Q: 3 clusters Score -1492512 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1492876.000000 Penalty: 3278.712891
	Iteration 4Q: 3 clusters Score -1492876 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1493279.875000 Penalty: 3278.712891
	Iteration 5Q: 3 clusters Score -1493280 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1493774.375000 Penalty: 3278.712891
	Iteration 6Q: 3 clusters Score -1493774 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1494386.625000 Penalty: 3278.712891
	Iteration 7Q: 3 clusters Score -1494387 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1495187.000000 Penalty: 3278.712891
	Iteration 8F: 3 clusters Score -1495187 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1496217.125000 Penalty: 3278.712891
	Iteration 9F: 3 clusters Score -1496217 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1497282.375000 Penalty: 3278.712891
	Iteration 10F: 3 clusters Score -1497282 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1498152.000000 Penalty: 3278.712891
	Iteration 11Q: 3 clusters Score -1498152 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1498783.250000 Penalty: 3278.712891
	Iteration 12Q: 3 clusters Score -1498783 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1499144.875000 Penalty: 3278.712891
	Iteration 13Q: 3 clusters Score -1499145 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1499336.125000 Penalty: 3278.712891
	Iteration 14Q: 3 clusters Score -1499336 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1499479.125000 Penalty: 3278.712891
	Iteration 15Q: 3 clusters Score -1499479 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1499616.625000 Penalty: 3278.712891
	Iteration 16Q: 3 clusters Score -1499617 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1499730.125000 Penalty: 3278.712891
	Iteration 17Q: 3 clusters Score -1499730 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1499815.250000 Penalty: 3278.712891
	Iteration 18Q: 3 clusters Score -1499815 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1499890.375000 Penalty: 3278.712891
	Iteration 19Q: 3 clusters Score -1499890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1499951.500000 Penalty: 3278.712891
	Iteration 20F: 3 clusters Score -1499952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1500009.750000 Penalty: 3278.712891
	Iteration 21Q: 3 clusters Score -1500010 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1500060.625000 Penalty: 3278.712891
	Iteration 22Q: 3 clusters Score -1500061 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1500116.375000 Penalty: 3278.712891
	Iteration 23Q: 3 clusters Score -1500116 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1500164.125000 Penalty: 3278.712891
	Iteration 24Q: 3 clusters Score -1500164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1500220.750000 Penalty: 3278.712891
	Iteration 25Q: 3 clusters Score -1500221 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1500270.875000 Penalty: 3278.712891
	Iteration 26Q: 3 clusters Score -1500271 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1500305.750000 Penalty: 3278.712891
	Iteration 27Q: 3 clusters Score -1500306 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1500365.875000 Penalty: 3278.712891
	Iteration 28Q: 3 clusters Score -1500366 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1500417.500000 Penalty: 3278.712891
	Iteration 29Q: 3 clusters Score -1500418 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1500466.125000 Penalty: 3278.712891
	Iteration 30Q: 3 clusters Score -1500466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1500511.625000 Penalty: 3278.712891
	Iteration 31Q: 3 clusters Score -1500512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1500550.750000 Penalty: 3278.712891
	Iteration 32Q: 3 clusters Score -1500551 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1500592.375000 Penalty: 3278.712891
	Iteration 33Q: 3 clusters Score -1500592 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1500635.375000 Penalty: 3278.712891
	Iteration 34Q: 3 clusters Score -1500635 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1500672.375000 Penalty: 3278.712891
	Iteration 35Q: 3 clusters Score -1500672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1500689.500000 Penalty: 3278.712891
	Iteration 36Q: 3 clusters Score -1500690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1500706.875000 Penalty: 3278.712891
	Iteration 37Q: 3 clusters Score -1500707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1500717.625000 Penalty: 3278.712891
	Iteration 38Q: 3 clusters Score -1500718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1500728.500000 Penalty: 3278.712891
	Iteration 39Q: 3 clusters Score -1500728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1500740.125000 Penalty: 3278.712891
	Iteration 40F: 3 clusters Score -1500740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1500753.750000 Penalty: 3278.712891
	Iteration 41Q: 3 clusters Score -1500754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1500760.375000 Penalty: 3278.712891
	Iteration 42Q: 3 clusters Score -1500760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1500773.000000 Penalty: 3278.712891
	Iteration 43Q: 3 clusters Score -1500773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1500780.250000 Penalty: 3278.712891
	Iteration 44Q: 3 clusters Score -1500780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1500792.625000 Penalty: 3278.712891
	Iteration 45Q: 3 clusters Score -1500793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1500801.625000 Penalty: 3278.712891
	Iteration 46Q: 3 clusters Score -1500802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1500807.000000 Penalty: 3278.712891
	Iteration 47Q: 3 clusters Score -1500807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1500811.875000 Penalty: 3278.712891
	Iteration 48Q: 3 clusters Score -1500812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1500818.875000 Penalty: 3278.712891
	Iteration 49Q: 3 clusters Score -1500819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1500823.125000 Penalty: 3278.712891
	Iteration 50Q: 3 clusters Score -1500823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1500828.000000 Penalty: 3278.712891
	Iteration 51Q: 3 clusters Score -1500828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1500827.625000 Penalty: 3278.712891
	Iteration 52Q: 3 clusters Score -1500828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1500830.375000 Penalty: 3278.712891
	Iteration 53Q: 3 clusters Score -1500830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1500830.500000 Penalty: 3278.712891
	Iteration 54Q: 3 clusters Score -1500830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1500832.750000 Penalty: 3278.712891
	Iteration 55Q: 3 clusters Score -1500833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1500832.375000 Penalty: 3278.712891
	Iteration 56Q: 3 clusters Score -1500832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1500834.750000 Penalty: 3278.712891
	Iteration 57Q: 3 clusters Score -1500835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1500837.625000 Penalty: 3278.712891
	Iteration 58Q: 3 clusters Score -1500838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1500839.250000 Penalty: 3278.712891
	Iteration 59Q: 3 clusters Score -1500839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1500841.625000 Penalty: 3278.712891
	Iteration 60F: 3 clusters Score -1500842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1500842.250000 Penalty: 3278.712891
	Iteration 61Q: 3 clusters Score -1500842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1500843.250000 Penalty: 3278.712891
	Iteration 62Q: 3 clusters Score -1500843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1500846.625000 Penalty: 3278.712891
	Iteration 63Q: 3 clusters Score -1500847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1500847.625000 Penalty: 3278.712891
	Iteration 64Q: 3 clusters Score -1500848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1500847.250000 Penalty: 3278.712891
	Iteration 65Q: 3 clusters Score -1500847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1500854.625000 Penalty: 3278.712891
	Iteration 66Q: 3 clusters Score -1500855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1500856.000000 Penalty: 3278.712891
	Iteration 67Q: 3 clusters Score -1500856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1500854.875000 Penalty: 3278.712891
	Iteration 68Q: 3 clusters Score -1500855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1500854.375000 Penalty: 3278.712891
	Iteration 69Q: 3 clusters Score -1500854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1500855.750000 Penalty: 3278.712891
	Iteration 70Q: 3 clusters Score -1500856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1500857.625000 Penalty: 3278.712891
	Iteration 71Q: 3 clusters Score -1500858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1500856.250000 Penalty: 3278.712891
	Iteration 72Q: 3 clusters Score -1500856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1500855.500000 Penalty: 3278.712891
	Iteration 73Q: 3 clusters Score -1500856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1500853.375000 Penalty: 3278.712891
	Iteration 74Q: 3 clusters Score -1500853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1500855.750000 Penalty: 3278.712891
	Iteration 75Q: 3 clusters Score -1500856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1500856.625000 Penalty: 3278.712891
	Iteration 76Q: 3 clusters Score -1500857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1500856.625000 Penalty: 3278.712891
	Iteration 77F: 3 clusters Score -1500857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -283148.281250 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -283148.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -279316.937500 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -279316.9 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -280385.375000 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -280385.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -280582.343750 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -280582.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -280757.312500 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -280757.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -280930.937500 Penalty: 2749.358398
	Iteration 4Q: 3 clusters Score -280930.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -281201.812500 Penalty: 2749.358398
	Iteration 5F: 3 clusters Score -281201.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -281449.343750 Penalty: 2749.358398
	Iteration 6F: 3 clusters Score -281449.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -281671.218750 Penalty: 2749.358398
	Iteration 7F: 3 clusters Score -281671.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -281824.375000 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -281824.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -281967.656250 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -281967.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -282098.312500 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -282098.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -282200.593750 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -282200.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -282288.625000 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -282288.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -282358.312500 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -282358.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -282410.218750 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -282410.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -282471.718750 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -282471.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -282512.718750 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -282512.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -282539.781250 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -282539.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -282554.562500 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -282554.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -282573.312500 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -282573.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -282585.687500 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -282585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -282590.343750 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -282590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -282596.187500 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -282596.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -282605.062500 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -282605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -282608.125000 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -282608.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -282611.156250 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -282611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -282612.156250 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -282612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -282613.312500 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -282613.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -282613.312500 Penalty: 2749.358398
	Iteration 28F: 3 clusters Score -282613.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -343255.718750 Penalty: 1408.442017
	Iteration 0F: 2 clusters Score -343255.7 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 2921 members 
Entering Unmasked Estep 
Score: -338799.250000 Penalty: 2816.884033
	Iteration 0F: 3 clusters Score -338799.2 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -340075.843750 Penalty: 2816.884033
	Iteration 1F: 3 clusters Score -340075.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -340299.906250 Penalty: 2816.884033
	Iteration 2F: 3 clusters Score -340299.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -340467.875000 Penalty: 2816.884033
	Iteration 3F: 3 clusters Score -340467.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -340591.750000 Penalty: 2816.884033
	Iteration 4Q: 3 clusters Score -340591.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -340697.750000 Penalty: 2816.884033
	Iteration 5Q: 3 clusters Score -340697.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -340789.343750 Penalty: 2816.884033
	Iteration 6Q: 3 clusters Score -340789.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -340878.187500 Penalty: 2816.884033
	Iteration 7Q: 3 clusters Score -340878.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -340985.718750 Penalty: 2816.884033
	Iteration 8Q: 3 clusters Score -340985.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -341136.562500 Penalty: 2816.884033
	Iteration 9Q: 3 clusters Score -341136.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -341321.187500 Penalty: 2816.884033
	Iteration 10Q: 3 clusters Score -341321.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -341495.000000 Penalty: 2816.884033
	Iteration 11Q: 3 clusters Score -341495 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -341659.156250 Penalty: 2816.884033
	Iteration 12Q: 3 clusters Score -341659.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -341791.843750 Penalty: 2816.884033
	Iteration 13Q: 3 clusters Score -341791.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -341901.406250 Penalty: 2816.884033
	Iteration 14Q: 3 clusters Score -341901.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -342004.062500 Penalty: 2816.884033
	Iteration 15Q: 3 clusters Score -342004.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -342066.125000 Penalty: 2816.884033
	Iteration 16Q: 3 clusters Score -342066.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -342105.250000 Penalty: 2816.884033
	Iteration 17Q: 3 clusters Score -342105.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -342130.187500 Penalty: 2816.884033
	Iteration 18Q: 3 clusters Score -342130.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -342148.562500 Penalty: 2816.884033
	Iteration 19Q: 3 clusters Score -342148.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -342157.593750 Penalty: 2816.884033
	Iteration 20F: 3 clusters Score -342157.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -342162.593750 Penalty: 2816.884033
	Iteration 21Q: 3 clusters Score -342162.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -342170.531250 Penalty: 2816.884033
	Iteration 22Q: 3 clusters Score -342170.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -342176.875000 Penalty: 2816.884033
	Iteration 23Q: 3 clusters Score -342176.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -342180.531250 Penalty: 2816.884033
	Iteration 24Q: 3 clusters Score -342180.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -342186.406250 Penalty: 2816.884033
	Iteration 25Q: 3 clusters Score -342186.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -342189.937500 Penalty: 2816.884033
	Iteration 26Q: 3 clusters Score -342189.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -342195.531250 Penalty: 2816.884033
	Iteration 27Q: 3 clusters Score -342195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -342197.375000 Penalty: 2816.884033
	Iteration 28Q: 3 clusters Score -342197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -342199.250000 Penalty: 2816.884033
	Iteration 29Q: 3 clusters Score -342199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -342200.312500 Penalty: 2816.884033
	Iteration 30Q: 3 clusters Score -342200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -342200.906250 Penalty: 2816.884033
	Iteration 31Q: 3 clusters Score -342200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -342201.000000 Penalty: 2816.884033
	Iteration 32Q: 3 clusters Score -342201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -342201.906250 Penalty: 2816.884033
	Iteration 33Q: 3 clusters Score -342201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -342201.843750 Penalty: 2816.884033
	Iteration 34Q: 3 clusters Score -342201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -342203.031250 Penalty: 2816.884033
	Iteration 35Q: 3 clusters Score -342203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -342204.062500 Penalty: 2816.884033
	Iteration 36Q: 3 clusters Score -342204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -342204.250000 Penalty: 2816.884033
	Iteration 37Q: 3 clusters Score -342204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -342205.125000 Penalty: 2816.884033
	Iteration 38Q: 3 clusters Score -342205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -342205.218750 Penalty: 2816.884033
	Iteration 39Q: 3 clusters Score -342205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -342205.218750 Penalty: 2816.884033
	Iteration 40F: 3 clusters Score -342205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -110798.804688 Penalty: 1238.205200
	Iteration 0F: 2 clusters Score -110798.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -108667.250000 Penalty: 2476.410400
	Iteration 0F: 3 clusters Score -108667.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -109124.710938 Penalty: 2476.410400
	Iteration 1F: 3 clusters Score -109124.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -109309.796875 Penalty: 2476.410400
	Iteration 2F: 3 clusters Score -109309.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -109463.226562 Penalty: 2476.410400
	Iteration 3F: 3 clusters Score -109463.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -109569.617188 Penalty: 2476.410400
	Iteration 4F: 3 clusters Score -109569.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -109631.734375 Penalty: 2476.410400
	Iteration 5Q: 3 clusters Score -109631.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -109692.226562 Penalty: 2476.410400
	Iteration 6Q: 3 clusters Score -109692.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -109752.757812 Penalty: 2476.410400
	Iteration 7Q: 3 clusters Score -109752.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -109809.578125 Penalty: 2476.410400
	Iteration 8Q: 3 clusters Score -109809.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -109870.367188 Penalty: 2476.410400
	Iteration 9Q: 3 clusters Score -109870.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -109920.031250 Penalty: 2476.410400
	Iteration 10Q: 3 clusters Score -109920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -109956.398438 Penalty: 2476.410400
	Iteration 11Q: 3 clusters Score -109956.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -109984.062500 Penalty: 2476.410400
	Iteration 12Q: 3 clusters Score -109984.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -109998.101562 Penalty: 2476.410400
	Iteration 13Q: 3 clusters Score -109998.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -110013.242188 Penalty: 2476.410400
	Iteration 14Q: 3 clusters Score -110013.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -110030.414062 Penalty: 2476.410400
	Iteration 15Q: 3 clusters Score -110030.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -110043.289062 Penalty: 2476.410400
	Iteration 16Q: 3 clusters Score -110043.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -110051.359375 Penalty: 2476.410400
	Iteration 17Q: 3 clusters Score -110051.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -110058.046875 Penalty: 2476.410400
	Iteration 18Q: 3 clusters Score -110058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -110066.015625 Penalty: 2476.410400
	Iteration 19Q: 3 clusters Score -110066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -110070.023438 Penalty: 2476.410400
	Iteration 20F: 3 clusters Score -110070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -110078.304688 Penalty: 2476.410400
	Iteration 21Q: 3 clusters Score -110078.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -110086.843750 Penalty: 2476.410400
	Iteration 22Q: 3 clusters Score -110086.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -110095.195312 Penalty: 2476.410400
	Iteration 23Q: 3 clusters Score -110095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -110101.226562 Penalty: 2476.410400
	Iteration 24Q: 3 clusters Score -110101.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -110106.765625 Penalty: 2476.410400
	Iteration 25Q: 3 clusters Score -110106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -110108.617188 Penalty: 2476.410400
	Iteration 26Q: 3 clusters Score -110108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -110111.289062 Penalty: 2476.410400
	Iteration 27Q: 3 clusters Score -110111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -110111.960938 Penalty: 2476.410400
	Iteration 28Q: 3 clusters Score -110112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -110112.750000 Penalty: 2476.410400
	Iteration 29Q: 3 clusters Score -110112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -110114.898438 Penalty: 2476.410400
	Iteration 30Q: 3 clusters Score -110114.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -110117.914062 Penalty: 2476.410400
	Iteration 31Q: 3 clusters Score -110117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -110120.585938 Penalty: 2476.410400
	Iteration 32Q: 3 clusters Score -110120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -110123.609375 Penalty: 2476.410400
	Iteration 33Q: 3 clusters Score -110123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -110128.992188 Penalty: 2476.410400
	Iteration 34Q: 3 clusters Score -110129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -110133.796875 Penalty: 2476.410400
	Iteration 35Q: 3 clusters Score -110133.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -110137.593750 Penalty: 2476.410400
	Iteration 36Q: 3 clusters Score -110137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -110141.195312 Penalty: 2476.410400
	Iteration 37Q: 3 clusters Score -110141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -110146.328125 Penalty: 2476.410400
	Iteration 38Q: 3 clusters Score -110146.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -110148.882812 Penalty: 2476.410400
	Iteration 39Q: 3 clusters Score -110148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -110153.570312 Penalty: 2476.410400
	Iteration 40F: 3 clusters Score -110153.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -110159.085938 Penalty: 2476.410400
	Iteration 41Q: 3 clusters Score -110159.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -110166.031250 Penalty: 2476.410400
	Iteration 42Q: 3 clusters Score -110166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -110169.585938 Penalty: 2476.410400
	Iteration 43Q: 3 clusters Score -110169.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -110172.218750 Penalty: 2476.410400
	Iteration 44Q: 3 clusters Score -110172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -110174.898438 Penalty: 2476.410400
	Iteration 45Q: 3 clusters Score -110174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -110178.031250 Penalty: 2476.410400
	Iteration 46Q: 3 clusters Score -110178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -110180.382812 Penalty: 2476.410400
	Iteration 47Q: 3 clusters Score -110180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -110183.500000 Penalty: 2476.410400
	Iteration 48Q: 3 clusters Score -110183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -110187.101562 Penalty: 2476.410400
	Iteration 49Q: 3 clusters Score -110187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -110188.484375 Penalty: 2476.410400
	Iteration 50Q: 3 clusters Score -110188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -110188.867188 Penalty: 2476.410400
	Iteration 51Q: 3 clusters Score -110188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -110190.750000 Penalty: 2476.410400
	Iteration 52Q: 3 clusters Score -110190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -110192.515625 Penalty: 2476.410400
	Iteration 53Q: 3 clusters Score -110192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -110193.757812 Penalty: 2476.410400
	Iteration 54Q: 3 clusters Score -110193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -110195.937500 Penalty: 2476.410400
	Iteration 55Q: 3 clusters Score -110195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -110197.656250 Penalty: 2476.410400
	Iteration 56Q: 3 clusters Score -110197.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -110200.304688 Penalty: 2476.410400
	Iteration 57Q: 3 clusters Score -110200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -110203.117188 Penalty: 2476.410400
	Iteration 58Q: 3 clusters Score -110203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -110209.210938 Penalty: 2476.410400
	Iteration 59Q: 3 clusters Score -110209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -110217.664062 Penalty: 2476.410400
	Iteration 60F: 3 clusters Score -110217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -110217.609375 Penalty: 2476.410400
	Iteration 61Q: 3 clusters Score -110217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -110218.335938 Penalty: 2476.410400
	Iteration 62Q: 3 clusters Score -110218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -110219.070312 Penalty: 2476.410400
	Iteration 63Q: 3 clusters Score -110219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -110219.070312 Penalty: 2476.410400
	Iteration 64F: 3 clusters Score -110219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147276 members 
Mstep: Class 8 contains 36013 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23018 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103569 members 
Mstep: Class 20 contains 24061 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962030.000000 Penalty: 46602.589844
Iteration 159Q: 23 clusters Score -2.696203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147275 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23019 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103569 members 
Mstep: Class 20 contains 24058 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962034.000000 Penalty: 46602.589844
Iteration 160F: 23 clusters Score -2.696203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147275 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103569 members 
Mstep: Class 20 contains 24056 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962034.000000 Penalty: 46602.589844
Iteration 161Q: 23 clusters Score -2.696203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147281 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103569 members 
Mstep: Class 20 contains 24051 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962024.000000 Penalty: 46602.589844
Iteration 162Q: 23 clusters Score -2.696202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147286 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103569 members 
Mstep: Class 20 contains 24046 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962024.000000 Penalty: 46602.589844
Iteration 163Q: 23 clusters Score -2.696202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147293 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103569 members 
Mstep: Class 20 contains 24040 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962036.000000 Penalty: 46602.589844
Iteration 164Q: 23 clusters Score -2.696204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147300 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103568 members 
Mstep: Class 20 contains 24033 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962028.000000 Penalty: 46602.589844
Iteration 165Q: 23 clusters Score -2.696203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147309 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103570 members 
Mstep: Class 20 contains 24023 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962038.000000 Penalty: 46602.589844
Iteration 166Q: 23 clusters Score -2.696204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147317 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103571 members 
Mstep: Class 20 contains 24014 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962028.000000 Penalty: 46602.589844
Iteration 167Q: 23 clusters Score -2.696203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147328 members 
Mstep: Class 8 contains 36013 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103570 members 
Mstep: Class 20 contains 24004 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962018.000000 Penalty: 46602.589844
Iteration 168Q: 23 clusters Score -2.696202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147339 members 
Mstep: Class 8 contains 36014 members 
Mstep: Class 9 contains 10481 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103570 members 
Mstep: Class 20 contains 23994 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962016.000000 Penalty: 46602.589844
Iteration 169Q: 23 clusters Score -2.696202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147348 members 
Mstep: Class 8 contains 36013 members 
Mstep: Class 9 contains 10478 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103570 members 
Mstep: Class 20 contains 23990 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962028.000000 Penalty: 46602.589844
Iteration 170Q: 23 clusters Score -2.696203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 147351 members 
Mstep: Class 8 contains 36013 members 
Mstep: Class 9 contains 10476 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23021 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103568 members 
Mstep: Class 20 contains 23989 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962050.000000 Penalty: 46602.589844
Iteration 171Q: 23 clusters Score -2.696205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 147355 members 
Mstep: Class 8 contains 36013 members 
Mstep: Class 9 contains 10475 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103567 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962030.000000 Penalty: 46602.589844
Iteration 172Q: 23 clusters Score -2.696203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 147356 members 
Mstep: Class 8 contains 36013 members 
Mstep: Class 9 contains 10474 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103567 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962024.000000 Penalty: 46602.589844
Iteration 173Q: 23 clusters Score -2.696202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 147357 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10474 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103567 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962030.000000 Penalty: 46602.589844
Iteration 174Q: 23 clusters Score -2.696203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 147359 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10472 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103567 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962032.000000 Penalty: 46602.589844
Iteration 175Q: 23 clusters Score -2.696203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 147360 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10472 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103566 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962034.000000 Penalty: 46602.589844
Iteration 176Q: 23 clusters Score -2.696203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 147361 members 
Mstep: Class 8 contains 36012 members 
Mstep: Class 9 contains 10472 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 103565 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962034.000000 Penalty: 46602.589844
Iteration 177Q: 23 clusters Score -2.696203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 147364 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103564 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962028.000000 Penalty: 46602.589844
Iteration 178Q: 23 clusters Score -2.696203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 147366 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 10470 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103564 members 
Mstep: Class 20 contains 23987 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962040.000000 Penalty: 46602.589844
Iteration 179Q: 23 clusters Score -2.696204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 147368 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 10469 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103564 members 
Mstep: Class 20 contains 23986 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962050.000000 Penalty: 46602.589844
Iteration 180F: 23 clusters Score -2.696205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28603 members 
Mstep: Class 7 contains 147370 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103564 members 
Mstep: Class 20 contains 23983 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962040.000000 Penalty: 46602.589844
Iteration 181Q: 23 clusters Score -2.696204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 147371 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6033 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103566 members 
Mstep: Class 20 contains 23981 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962038.000000 Penalty: 46602.589844
Iteration 182Q: 23 clusters Score -2.696204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147370 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6036 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103567 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962054.000000 Penalty: 46602.589844
Iteration 183Q: 23 clusters Score -2.696205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147367 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7735 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6040 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103567 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962056.000000 Penalty: 46602.589844
Iteration 184Q: 23 clusters Score -2.696206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147367 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 10467 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6042 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103567 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962042.000000 Penalty: 46602.589844
Iteration 185Q: 23 clusters Score -2.696204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147365 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 10467 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103567 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962054.000000 Penalty: 46602.589844
Iteration 186Q: 23 clusters Score -2.696205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147365 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 10467 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6045 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103568 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962050.000000 Penalty: 46602.589844
Iteration 187Q: 23 clusters Score -2.696205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147366 members 
Mstep: Class 8 contains 36009 members 
Mstep: Class 9 contains 10467 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6045 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103568 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962056.000000 Penalty: 46602.589844
Iteration 188Q: 23 clusters Score -2.696206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147367 members 
Mstep: Class 8 contains 36009 members 
Mstep: Class 9 contains 10467 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103568 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962052.000000 Penalty: 46602.589844
Iteration 189Q: 23 clusters Score -2.696205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147368 members 
Mstep: Class 8 contains 36009 members 
Mstep: Class 9 contains 10466 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103568 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962060.000000 Penalty: 46602.589844
Iteration 190Q: 23 clusters Score -2.696206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 147368 members 
Mstep: Class 8 contains 36009 members 
Mstep: Class 9 contains 10466 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 103568 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26962060.000000 Penalty: 46602.589844
Iteration 191F: 23 clusters Score -2.696206e+07 nChanged 0
Entering ConstructFrom: 
Score: -26962060.000000 Penalty: 46602.589844
Entering ConstructFrom: 
Trying to split cluster 1 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -131871.781250 Penalty: 1259.963867
	Iteration 0F: 2 clusters Score -131871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -129585.367188 Penalty: 2519.927734
	Iteration 0F: 3 clusters Score -129585.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -130130.234375 Penalty: 2519.927734
	Iteration 1F: 3 clusters Score -130130.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -130249.781250 Penalty: 2519.927734
	Iteration 2F: 3 clusters Score -130249.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -130314.984375 Penalty: 2519.927734
	Iteration 3Q: 3 clusters Score -130315 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -130355.507812 Penalty: 2519.927734
	Iteration 4Q: 3 clusters Score -130355.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -130388.460938 Penalty: 2519.927734
	Iteration 5Q: 3 clusters Score -130388.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -130420.156250 Penalty: 2519.927734
	Iteration 6Q: 3 clusters Score -130420.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -130445.109375 Penalty: 2519.927734
	Iteration 7Q: 3 clusters Score -130445.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -130483.367188 Penalty: 2519.927734
	Iteration 8Q: 3 clusters Score -130483.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -130522.687500 Penalty: 2519.927734
	Iteration 9Q: 3 clusters Score -130522.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -130548.539062 Penalty: 2519.927734
	Iteration 10Q: 3 clusters Score -130548.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -130569.937500 Penalty: 2519.927734
	Iteration 11Q: 3 clusters Score -130569.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -130582.156250 Penalty: 2519.927734
	Iteration 12Q: 3 clusters Score -130582.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -130591.945312 Penalty: 2519.927734
	Iteration 13Q: 3 clusters Score -130591.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -130598.664062 Penalty: 2519.927734
	Iteration 14Q: 3 clusters Score -130598.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130607.539062 Penalty: 2519.927734
	Iteration 15Q: 3 clusters Score -130607.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -130618.312500 Penalty: 2519.927734
	Iteration 16Q: 3 clusters Score -130618.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -130635.656250 Penalty: 2519.927734
	Iteration 17Q: 3 clusters Score -130635.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -130654.039062 Penalty: 2519.927734
	Iteration 18Q: 3 clusters Score -130654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -130669.109375 Penalty: 2519.927734
	Iteration 19Q: 3 clusters Score -130669.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -130679.531250 Penalty: 2519.927734
	Iteration 20F: 3 clusters Score -130679.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130694.007812 Penalty: 2519.927734
	Iteration 21Q: 3 clusters Score -130694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -130703.750000 Penalty: 2519.927734
	Iteration 22Q: 3 clusters Score -130703.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -130712.171875 Penalty: 2519.927734
	Iteration 23Q: 3 clusters Score -130712.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -130719.703125 Penalty: 2519.927734
	Iteration 24Q: 3 clusters Score -130719.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -130726.203125 Penalty: 2519.927734
	Iteration 25Q: 3 clusters Score -130726.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -130737.664062 Penalty: 2519.927734
	Iteration 26Q: 3 clusters Score -130737.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130746.117188 Penalty: 2519.927734
	Iteration 27Q: 3 clusters Score -130746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -130750.523438 Penalty: 2519.927734
	Iteration 28Q: 3 clusters Score -130750.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -130753.289062 Penalty: 2519.927734
	Iteration 29Q: 3 clusters Score -130753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -130755.554688 Penalty: 2519.927734
	Iteration 30Q: 3 clusters Score -130755.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -130758.679688 Penalty: 2519.927734
	Iteration 31Q: 3 clusters Score -130758.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -130762.882812 Penalty: 2519.927734
	Iteration 32Q: 3 clusters Score -130762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -130765.539062 Penalty: 2519.927734
	Iteration 33Q: 3 clusters Score -130765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -130769.476562 Penalty: 2519.927734
	Iteration 34Q: 3 clusters Score -130769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -130770.804688 Penalty: 2519.927734
	Iteration 35Q: 3 clusters Score -130770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -130772.765625 Penalty: 2519.927734
	Iteration 36Q: 3 clusters Score -130772.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -130774.343750 Penalty: 2519.927734
	Iteration 37Q: 3 clusters Score -130774.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -130777.828125 Penalty: 2519.927734
	Iteration 38Q: 3 clusters Score -130777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -130781.804688 Penalty: 2519.927734
	Iteration 39Q: 3 clusters Score -130781.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -130787.281250 Penalty: 2519.927734
	Iteration 40F: 3 clusters Score -130787.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -130791.632812 Penalty: 2519.927734
	Iteration 41Q: 3 clusters Score -130791.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130795.726562 Penalty: 2519.927734
	Iteration 42Q: 3 clusters Score -130795.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -130802.210938 Penalty: 2519.927734
	Iteration 43Q: 3 clusters Score -130802.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -130806.375000 Penalty: 2519.927734
	Iteration 44Q: 3 clusters Score -130806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -130810.265625 Penalty: 2519.927734
	Iteration 45Q: 3 clusters Score -130810.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -130814.273438 Penalty: 2519.927734
	Iteration 46Q: 3 clusters Score -130814.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -130819.578125 Penalty: 2519.927734
	Iteration 47Q: 3 clusters Score -130819.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130828.804688 Penalty: 2519.927734
	Iteration 48Q: 3 clusters Score -130828.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -130838.679688 Penalty: 2519.927734
	Iteration 49Q: 3 clusters Score -130838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -130840.757812 Penalty: 2519.927734
	Iteration 50Q: 3 clusters Score -130840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130842.578125 Penalty: 2519.927734
	Iteration 51Q: 3 clusters Score -130842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -130846.148438 Penalty: 2519.927734
	Iteration 52Q: 3 clusters Score -130846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -130849.976562 Penalty: 2519.927734
	Iteration 53Q: 3 clusters Score -130850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -130854.718750 Penalty: 2519.927734
	Iteration 54Q: 3 clusters Score -130854.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -130861.585938 Penalty: 2519.927734
	Iteration 55Q: 3 clusters Score -130861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -130863.804688 Penalty: 2519.927734
	Iteration 56Q: 3 clusters Score -130863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -130864.351562 Penalty: 2519.927734
	Iteration 57Q: 3 clusters Score -130864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -130864.351562 Penalty: 2519.927734
	Iteration 58F: 3 clusters Score -130864.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -392389.593750 Penalty: 1427.774292
	Iteration 0F: 2 clusters Score -392389.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -387417.500000 Penalty: 2855.548584
	Iteration 0F: 3 clusters Score -387417.5 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -388905.781250 Penalty: 2855.548584
	Iteration 1F: 3 clusters Score -388905.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -389127.156250 Penalty: 2855.548584
	Iteration 2F: 3 clusters Score -389127.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -389307.531250 Penalty: 2855.548584
	Iteration 3F: 3 clusters Score -389307.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -389438.593750 Penalty: 2855.548584
	Iteration 4Q: 3 clusters Score -389438.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -389544.000000 Penalty: 2855.548584
	Iteration 5Q: 3 clusters Score -389544 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -389649.343750 Penalty: 2855.548584
	Iteration 6Q: 3 clusters Score -389649.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -389759.062500 Penalty: 2855.548584
	Iteration 7Q: 3 clusters Score -389759.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -389867.812500 Penalty: 2855.548584
	Iteration 8Q: 3 clusters Score -389867.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -389981.937500 Penalty: 2855.548584
	Iteration 9Q: 3 clusters Score -389981.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -390124.375000 Penalty: 2855.548584
	Iteration 10Q: 3 clusters Score -390124.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -390294.625000 Penalty: 2855.548584
	Iteration 11Q: 3 clusters Score -390294.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -390446.968750 Penalty: 2855.548584
	Iteration 12Q: 3 clusters Score -390447 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -390569.500000 Penalty: 2855.548584
	Iteration 13Q: 3 clusters Score -390569.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -390673.187500 Penalty: 2855.548584
	Iteration 14Q: 3 clusters Score -390673.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -390765.437500 Penalty: 2855.548584
	Iteration 15Q: 3 clusters Score -390765.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -390839.000000 Penalty: 2855.548584
	Iteration 16Q: 3 clusters Score -390839 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -390905.718750 Penalty: 2855.548584
	Iteration 17Q: 3 clusters Score -390905.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -390953.125000 Penalty: 2855.548584
	Iteration 18Q: 3 clusters Score -390953.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -390997.312500 Penalty: 2855.548584
	Iteration 19Q: 3 clusters Score -390997.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -391024.937500 Penalty: 2855.548584
	Iteration 20F: 3 clusters Score -391024.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -391049.500000 Penalty: 2855.548584
	Iteration 21Q: 3 clusters Score -391049.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -391070.843750 Penalty: 2855.548584
	Iteration 22Q: 3 clusters Score -391070.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -391085.937500 Penalty: 2855.548584
	Iteration 23Q: 3 clusters Score -391085.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -391097.906250 Penalty: 2855.548584
	Iteration 24Q: 3 clusters Score -391097.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -391108.187500 Penalty: 2855.548584
	Iteration 25Q: 3 clusters Score -391108.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -391120.906250 Penalty: 2855.548584
	Iteration 26Q: 3 clusters Score -391120.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -391134.781250 Penalty: 2855.548584
	Iteration 27Q: 3 clusters Score -391134.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -391143.375000 Penalty: 2855.548584
	Iteration 28Q: 3 clusters Score -391143.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -391151.468750 Penalty: 2855.548584
	Iteration 29Q: 3 clusters Score -391151.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -391157.000000 Penalty: 2855.548584
	Iteration 30Q: 3 clusters Score -391157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -391160.093750 Penalty: 2855.548584
	Iteration 31Q: 3 clusters Score -391160.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -391166.000000 Penalty: 2855.548584
	Iteration 32Q: 3 clusters Score -391166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -391169.531250 Penalty: 2855.548584
	Iteration 33Q: 3 clusters Score -391169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -391173.375000 Penalty: 2855.548584
	Iteration 34Q: 3 clusters Score -391173.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -391180.500000 Penalty: 2855.548584
	Iteration 35Q: 3 clusters Score -391180.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -391188.187500 Penalty: 2855.548584
	Iteration 36Q: 3 clusters Score -391188.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -391195.281250 Penalty: 2855.548584
	Iteration 37Q: 3 clusters Score -391195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -391196.031250 Penalty: 2855.548584
	Iteration 38Q: 3 clusters Score -391196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -391196.843750 Penalty: 2855.548584
	Iteration 39Q: 3 clusters Score -391196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -391199.437500 Penalty: 2855.548584
	Iteration 40F: 3 clusters Score -391199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -391203.531250 Penalty: 2855.548584
	Iteration 41Q: 3 clusters Score -391203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -391204.625000 Penalty: 2855.548584
	Iteration 42Q: 3 clusters Score -391204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -391205.843750 Penalty: 2855.548584
	Iteration 43Q: 3 clusters Score -391205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -391207.343750 Penalty: 2855.548584
	Iteration 44Q: 3 clusters Score -391207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -391207.062500 Penalty: 2855.548584
	Iteration 45Q: 3 clusters Score -391207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -391209.343750 Penalty: 2855.548584
	Iteration 46Q: 3 clusters Score -391209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -391210.937500 Penalty: 2855.548584
	Iteration 47Q: 3 clusters Score -391210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -391212.531250 Penalty: 2855.548584
	Iteration 48Q: 3 clusters Score -391212.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -391212.687500 Penalty: 2855.548584
	Iteration 49Q: 3 clusters Score -391212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -391212.687500 Penalty: 2855.548584
	Iteration 50F: 3 clusters Score -391212.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -283471.687500 Penalty: 1399.679443
	Iteration 0F: 2 clusters Score -283471.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -279148.875000 Penalty: 2799.358887
	Iteration 0F: 3 clusters Score -279148.9 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -280558.187500 Penalty: 2799.358887
	Iteration 1F: 3 clusters Score -280558.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -281093.656250 Penalty: 2799.358887
	Iteration 2F: 3 clusters Score -281093.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -281583.312500 Penalty: 2799.358887
	Iteration 3F: 3 clusters Score -281583.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -281933.375000 Penalty: 2799.358887
	Iteration 4F: 3 clusters Score -281933.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -282125.562500 Penalty: 2799.358887
	Iteration 5F: 3 clusters Score -282125.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -282267.468750 Penalty: 2799.358887
	Iteration 6Q: 3 clusters Score -282267.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -282433.781250 Penalty: 2799.358887
	Iteration 7Q: 3 clusters Score -282433.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -282524.718750 Penalty: 2799.358887
	Iteration 8Q: 3 clusters Score -282524.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -282573.937500 Penalty: 2799.358887
	Iteration 9Q: 3 clusters Score -282573.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -282599.500000 Penalty: 2799.358887
	Iteration 10Q: 3 clusters Score -282599.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -282614.906250 Penalty: 2799.358887
	Iteration 11Q: 3 clusters Score -282614.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -282625.468750 Penalty: 2799.358887
	Iteration 12Q: 3 clusters Score -282625.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -282631.187500 Penalty: 2799.358887
	Iteration 13Q: 3 clusters Score -282631.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -282637.156250 Penalty: 2799.358887
	Iteration 14Q: 3 clusters Score -282637.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -282644.750000 Penalty: 2799.358887
	Iteration 15Q: 3 clusters Score -282644.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -282649.937500 Penalty: 2799.358887
	Iteration 16Q: 3 clusters Score -282649.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -282656.593750 Penalty: 2799.358887
	Iteration 17Q: 3 clusters Score -282656.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -282661.500000 Penalty: 2799.358887
	Iteration 18Q: 3 clusters Score -282661.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -282663.343750 Penalty: 2799.358887
	Iteration 19Q: 3 clusters Score -282663.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -282665.625000 Penalty: 2799.358887
	Iteration 20F: 3 clusters Score -282665.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -282668.093750 Penalty: 2799.358887
	Iteration 21Q: 3 clusters Score -282668.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -282670.687500 Penalty: 2799.358887
	Iteration 22Q: 3 clusters Score -282670.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -282673.093750 Penalty: 2799.358887
	Iteration 23Q: 3 clusters Score -282673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -282674.843750 Penalty: 2799.358887
	Iteration 24Q: 3 clusters Score -282674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -282676.312500 Penalty: 2799.358887
	Iteration 25Q: 3 clusters Score -282676.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -282677.500000 Penalty: 2799.358887
	Iteration 26Q: 3 clusters Score -282677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -282677.812500 Penalty: 2799.358887
	Iteration 27Q: 3 clusters Score -282677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -282678.468750 Penalty: 2799.358887
	Iteration 28Q: 3 clusters Score -282678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -282679.718750 Penalty: 2799.358887
	Iteration 29Q: 3 clusters Score -282679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -282680.593750 Penalty: 2799.358887
	Iteration 30Q: 3 clusters Score -282680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -282680.437500 Penalty: 2799.358887
	Iteration 31Q: 3 clusters Score -282680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -282681.437500 Penalty: 2799.358887
	Iteration 32Q: 3 clusters Score -282681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -282681.437500 Penalty: 2799.358887
	Iteration 33F: 3 clusters Score -282681.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -390410.375000 Penalty: 1427.774292
	Iteration 0F: 2 clusters Score -390410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -385421.000000 Penalty: 2855.548584
	Iteration 0F: 3 clusters Score -385421 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -386922.375000 Penalty: 2855.548584
	Iteration 1F: 3 clusters Score -386922.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -387198.718750 Penalty: 2855.548584
	Iteration 2F: 3 clusters Score -387198.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -387451.562500 Penalty: 2855.548584
	Iteration 3F: 3 clusters Score -387451.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -387700.000000 Penalty: 2855.548584
	Iteration 4F: 3 clusters Score -387700 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -387954.968750 Penalty: 2855.548584
	Iteration 5F: 3 clusters Score -387955 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -388188.718750 Penalty: 2855.548584
	Iteration 6F: 3 clusters Score -388188.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -388441.187500 Penalty: 2855.548584
	Iteration 7F: 3 clusters Score -388441.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -388721.500000 Penalty: 2855.548584
	Iteration 8F: 3 clusters Score -388721.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -388958.937500 Penalty: 2855.548584
	Iteration 9Q: 3 clusters Score -388958.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -389138.312500 Penalty: 2855.548584
	Iteration 10Q: 3 clusters Score -389138.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -389268.875000 Penalty: 2855.548584
	Iteration 11Q: 3 clusters Score -389268.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -389339.062500 Penalty: 2855.548584
	Iteration 12Q: 3 clusters Score -389339.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -389389.437500 Penalty: 2855.548584
	Iteration 13Q: 3 clusters Score -389389.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -389425.531250 Penalty: 2855.548584
	Iteration 14Q: 3 clusters Score -389425.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -389451.656250 Penalty: 2855.548584
	Iteration 15Q: 3 clusters Score -389451.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -389466.562500 Penalty: 2855.548584
	Iteration 16Q: 3 clusters Score -389466.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -389475.156250 Penalty: 2855.548584
	Iteration 17Q: 3 clusters Score -389475.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -389482.562500 Penalty: 2855.548584
	Iteration 18Q: 3 clusters Score -389482.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -389486.843750 Penalty: 2855.548584
	Iteration 19Q: 3 clusters Score -389486.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -389494.750000 Penalty: 2855.548584
	Iteration 20F: 3 clusters Score -389494.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -389503.156250 Penalty: 2855.548584
	Iteration 21Q: 3 clusters Score -389503.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -389509.375000 Penalty: 2855.548584
	Iteration 22Q: 3 clusters Score -389509.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -389514.437500 Penalty: 2855.548584
	Iteration 23Q: 3 clusters Score -389514.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -389521.781250 Penalty: 2855.548584
	Iteration 24Q: 3 clusters Score -389521.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -389529.875000 Penalty: 2855.548584
	Iteration 25Q: 3 clusters Score -389529.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -389535.656250 Penalty: 2855.548584
	Iteration 26Q: 3 clusters Score -389535.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -389540.093750 Penalty: 2855.548584
	Iteration 27Q: 3 clusters Score -389540.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -389543.156250 Penalty: 2855.548584
	Iteration 28Q: 3 clusters Score -389543.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -389544.937500 Penalty: 2855.548584
	Iteration 29Q: 3 clusters Score -389544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -389547.312500 Penalty: 2855.548584
	Iteration 30Q: 3 clusters Score -389547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -389548.656250 Penalty: 2855.548584
	Iteration 31Q: 3 clusters Score -389548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -389551.187500 Penalty: 2855.548584
	Iteration 32Q: 3 clusters Score -389551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -389552.625000 Penalty: 2855.548584
	Iteration 33Q: 3 clusters Score -389552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -389552.187500 Penalty: 2855.548584
	Iteration 34Q: 3 clusters Score -389552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -389552.218750 Penalty: 2855.548584
	Iteration 35Q: 3 clusters Score -389552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -389552.250000 Penalty: 2855.548584
	Iteration 36Q: 3 clusters Score -389552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -389551.843750 Penalty: 2855.548584
	Iteration 37Q: 3 clusters Score -389551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -389553.437500 Penalty: 2855.548584
	Iteration 38Q: 3 clusters Score -389553.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -389554.062500 Penalty: 2855.548584
	Iteration 39Q: 3 clusters Score -389554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -389554.937500 Penalty: 2855.548584
	Iteration 40F: 3 clusters Score -389554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -389555.812500 Penalty: 2855.548584
	Iteration 41Q: 3 clusters Score -389555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -389555.968750 Penalty: 2855.548584
	Iteration 42Q: 3 clusters Score -389556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -389556.687500 Penalty: 2855.548584
	Iteration 43Q: 3 clusters Score -389556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -389556.906250 Penalty: 2855.548584
	Iteration 44Q: 3 clusters Score -389556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -389557.343750 Penalty: 2855.548584
	Iteration 45Q: 3 clusters Score -389557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -389558.093750 Penalty: 2855.548584
	Iteration 46Q: 3 clusters Score -389558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -389559.218750 Penalty: 2855.548584
	Iteration 47Q: 3 clusters Score -389559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -389559.750000 Penalty: 2855.548584
	Iteration 48Q: 3 clusters Score -389559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -389561.718750 Penalty: 2855.548584
	Iteration 49Q: 3 clusters Score -389561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -389562.125000 Penalty: 2855.548584
	Iteration 50Q: 3 clusters Score -389562.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -389563.437500 Penalty: 2855.548584
	Iteration 51Q: 3 clusters Score -389563.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -389564.343750 Penalty: 2855.548584
	Iteration 52Q: 3 clusters Score -389564.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -389565.343750 Penalty: 2855.548584
	Iteration 53Q: 3 clusters Score -389565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -389564.968750 Penalty: 2855.548584
	Iteration 54Q: 3 clusters Score -389565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -389568.000000 Penalty: 2855.548584
	Iteration 55Q: 3 clusters Score -389568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -389570.906250 Penalty: 2855.548584
	Iteration 56Q: 3 clusters Score -389570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -389572.843750 Penalty: 2855.548584
	Iteration 57Q: 3 clusters Score -389572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -389573.125000 Penalty: 2855.548584
	Iteration 58Q: 3 clusters Score -389573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -389574.343750 Penalty: 2855.548584
	Iteration 59Q: 3 clusters Score -389574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -389575.125000 Penalty: 2855.548584
	Iteration 60F: 3 clusters Score -389575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -389576.281250 Penalty: 2855.548584
	Iteration 61Q: 3 clusters Score -389576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -389577.281250 Penalty: 2855.548584
	Iteration 62Q: 3 clusters Score -389577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -389577.781250 Penalty: 2855.548584
	Iteration 63Q: 3 clusters Score -389577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -389577.875000 Penalty: 2855.548584
	Iteration 64Q: 3 clusters Score -389577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -389579.281250 Penalty: 2855.548584
	Iteration 65Q: 3 clusters Score -389579.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -389580.031250 Penalty: 2855.548584
	Iteration 66Q: 3 clusters Score -389580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -389580.531250 Penalty: 2855.548584
	Iteration 67Q: 3 clusters Score -389580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -389580.343750 Penalty: 2855.548584
	Iteration 68Q: 3 clusters Score -389580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -389580.500000 Penalty: 2855.548584
	Iteration 69Q: 3 clusters Score -389580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -389580.843750 Penalty: 2855.548584
	Iteration 70Q: 3 clusters Score -389580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -389580.843750 Penalty: 2855.548584
	Iteration 71F: 3 clusters Score -389580.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -415382.187500 Penalty: 1434.820557
	Iteration 0F: 2 clusters Score -415382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -410235.125000 Penalty: 2869.641113
	Iteration 0F: 3 clusters Score -410235.1 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -411704.968750 Penalty: 2869.641113
	Iteration 1F: 3 clusters Score -411705 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -411887.718750 Penalty: 2869.641113
	Iteration 2F: 3 clusters Score -411887.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -412028.906250 Penalty: 2869.641113
	Iteration 3Q: 3 clusters Score -412028.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -412132.562500 Penalty: 2869.641113
	Iteration 4Q: 3 clusters Score -412132.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -412213.843750 Penalty: 2869.641113
	Iteration 5Q: 3 clusters Score -412213.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -412284.437500 Penalty: 2869.641113
	Iteration 6Q: 3 clusters Score -412284.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -412362.875000 Penalty: 2869.641113
	Iteration 7Q: 3 clusters Score -412362.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -412439.718750 Penalty: 2869.641113
	Iteration 8Q: 3 clusters Score -412439.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -412530.750000 Penalty: 2869.641113
	Iteration 9Q: 3 clusters Score -412530.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -412621.218750 Penalty: 2869.641113
	Iteration 10Q: 3 clusters Score -412621.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -412707.906250 Penalty: 2869.641113
	Iteration 11Q: 3 clusters Score -412707.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -412806.500000 Penalty: 2869.641113
	Iteration 12Q: 3 clusters Score -412806.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -412927.062500 Penalty: 2869.641113
	Iteration 13Q: 3 clusters Score -412927.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -413046.875000 Penalty: 2869.641113
	Iteration 14Q: 3 clusters Score -413046.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -413158.156250 Penalty: 2869.641113
	Iteration 15Q: 3 clusters Score -413158.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -413264.812500 Penalty: 2869.641113
	Iteration 16Q: 3 clusters Score -413264.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -413392.531250 Penalty: 2869.641113
	Iteration 17Q: 3 clusters Score -413392.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -413493.937500 Penalty: 2869.641113
	Iteration 18Q: 3 clusters Score -413493.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -413567.375000 Penalty: 2869.641113
	Iteration 19Q: 3 clusters Score -413567.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -413641.187500 Penalty: 2869.641113
	Iteration 20F: 3 clusters Score -413641.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -413711.906250 Penalty: 2869.641113
	Iteration 21Q: 3 clusters Score -413711.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -413764.656250 Penalty: 2869.641113
	Iteration 22Q: 3 clusters Score -413764.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -413807.593750 Penalty: 2869.641113
	Iteration 23Q: 3 clusters Score -413807.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -413849.531250 Penalty: 2869.641113
	Iteration 24Q: 3 clusters Score -413849.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -413898.187500 Penalty: 2869.641113
	Iteration 25Q: 3 clusters Score -413898.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -413941.843750 Penalty: 2869.641113
	Iteration 26Q: 3 clusters Score -413941.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -413982.656250 Penalty: 2869.641113
	Iteration 27Q: 3 clusters Score -413982.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -414012.812500 Penalty: 2869.641113
	Iteration 28Q: 3 clusters Score -414012.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -414042.781250 Penalty: 2869.641113
	Iteration 29Q: 3 clusters Score -414042.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -414063.843750 Penalty: 2869.641113
	Iteration 30Q: 3 clusters Score -414063.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -414079.750000 Penalty: 2869.641113
	Iteration 31Q: 3 clusters Score -414079.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -414092.718750 Penalty: 2869.641113
	Iteration 32Q: 3 clusters Score -414092.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -414101.937500 Penalty: 2869.641113
	Iteration 33Q: 3 clusters Score -414101.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -414112.000000 Penalty: 2869.641113
	Iteration 34Q: 3 clusters Score -414112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -414116.062500 Penalty: 2869.641113
	Iteration 35Q: 3 clusters Score -414116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -414124.031250 Penalty: 2869.641113
	Iteration 36Q: 3 clusters Score -414124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -414128.812500 Penalty: 2869.641113
	Iteration 37Q: 3 clusters Score -414128.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -414133.281250 Penalty: 2869.641113
	Iteration 38Q: 3 clusters Score -414133.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -414136.718750 Penalty: 2869.641113
	Iteration 39Q: 3 clusters Score -414136.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -414141.656250 Penalty: 2869.641113
	Iteration 40F: 3 clusters Score -414141.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -414149.531250 Penalty: 2869.641113
	Iteration 41Q: 3 clusters Score -414149.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -414156.593750 Penalty: 2869.641113
	Iteration 42Q: 3 clusters Score -414156.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -414163.750000 Penalty: 2869.641113
	Iteration 43Q: 3 clusters Score -414163.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -414169.750000 Penalty: 2869.641113
	Iteration 44Q: 3 clusters Score -414169.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -414171.968750 Penalty: 2869.641113
	Iteration 45Q: 3 clusters Score -414172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -414172.968750 Penalty: 2869.641113
	Iteration 46Q: 3 clusters Score -414173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -414174.187500 Penalty: 2869.641113
	Iteration 47Q: 3 clusters Score -414174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -414176.093750 Penalty: 2869.641113
	Iteration 48Q: 3 clusters Score -414176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -414178.250000 Penalty: 2869.641113
	Iteration 49Q: 3 clusters Score -414178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -414178.312500 Penalty: 2869.641113
	Iteration 50Q: 3 clusters Score -414178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -414178.312500 Penalty: 2869.641113
	Iteration 51F: 3 clusters Score -414178.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Entering Unmasked Estep 
Score: -1750708.875000 Penalty: 1667.438843
	Iteration 0F: 2 clusters Score -1750709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1731356.375000 Penalty: 3334.877686
	Iteration 0F: 3 clusters Score -1731356 nChanged 13176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1738658.250000 Penalty: 3334.877686
	Iteration 1F: 3 clusters Score -1738658 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1738939.250000 Penalty: 3334.877686
	Iteration 2Q: 3 clusters Score -1738939 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1739163.875000 Penalty: 3334.877686
	Iteration 3Q: 3 clusters Score -1739164 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1739390.750000 Penalty: 3334.877686
	Iteration 4Q: 3 clusters Score -1739391 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1739580.500000 Penalty: 3334.877686
	Iteration 5Q: 3 clusters Score -1739580 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1739783.000000 Penalty: 3334.877686
	Iteration 6Q: 3 clusters Score -1739783 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1739989.375000 Penalty: 3334.877686
	Iteration 7Q: 3 clusters Score -1739989 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1740214.125000 Penalty: 3334.877686
	Iteration 8Q: 3 clusters Score -1740214 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1740479.875000 Penalty: 3334.877686
	Iteration 9Q: 3 clusters Score -1740480 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1740772.000000 Penalty: 3334.877686
	Iteration 10Q: 3 clusters Score -1740772 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1741117.500000 Penalty: 3334.877686
	Iteration 11Q: 3 clusters Score -1741118 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1741563.500000 Penalty: 3334.877686
	Iteration 12Q: 3 clusters Score -1741564 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1742117.250000 Penalty: 3334.877686
	Iteration 13Q: 3 clusters Score -1742117 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1742737.500000 Penalty: 3334.877686
	Iteration 14Q: 3 clusters Score -1742738 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1743341.875000 Penalty: 3334.877686
	Iteration 15Q: 3 clusters Score -1743342 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1743926.250000 Penalty: 3334.877686
	Iteration 16Q: 3 clusters Score -1743926 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -1744542.875000 Penalty: 3334.877686
	Iteration 17Q: 3 clusters Score -1744543 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -1745188.000000 Penalty: 3334.877686
	Iteration 18Q: 3 clusters Score -1745188 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -1745815.000000 Penalty: 3334.877686
	Iteration 19Q: 3 clusters Score -1745815 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -1746399.000000 Penalty: 3334.877686
	Iteration 20F: 3 clusters Score -1746399 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -1746998.750000 Penalty: 3334.877686
	Iteration 21Q: 3 clusters Score -1746999 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -1747522.375000 Penalty: 3334.877686
	Iteration 22Q: 3 clusters Score -1747522 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1747997.625000 Penalty: 3334.877686
	Iteration 23Q: 3 clusters Score -1747998 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -1748399.500000 Penalty: 3334.877686
	Iteration 24Q: 3 clusters Score -1748400 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -1748679.625000 Penalty: 3334.877686
	Iteration 25Q: 3 clusters Score -1748680 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -1748885.125000 Penalty: 3334.877686
	Iteration 26Q: 3 clusters Score -1748885 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -1749049.000000 Penalty: 3334.877686
	Iteration 27Q: 3 clusters Score -1749049 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -1749157.625000 Penalty: 3334.877686
	Iteration 28Q: 3 clusters Score -1749158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -1749219.750000 Penalty: 3334.877686
	Iteration 29Q: 3 clusters Score -1749220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -1749259.250000 Penalty: 3334.877686
	Iteration 30Q: 3 clusters Score -1749259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -1749283.750000 Penalty: 3334.877686
	Iteration 31Q: 3 clusters Score -1749284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -1749296.500000 Penalty: 3334.877686
	Iteration 32Q: 3 clusters Score -1749296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -1749316.000000 Penalty: 3334.877686
	Iteration 33Q: 3 clusters Score -1749316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -1749320.625000 Penalty: 3334.877686
	Iteration 34Q: 3 clusters Score -1749321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -1749328.625000 Penalty: 3334.877686
	Iteration 35Q: 3 clusters Score -1749329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -1749340.375000 Penalty: 3334.877686
	Iteration 36Q: 3 clusters Score -1749340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -1749354.750000 Penalty: 3334.877686
	Iteration 37Q: 3 clusters Score -1749355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -1749368.625000 Penalty: 3334.877686
	Iteration 38Q: 3 clusters Score -1749369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -1749372.000000 Penalty: 3334.877686
	Iteration 39Q: 3 clusters Score -1749372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -1749374.750000 Penalty: 3334.877686
	Iteration 40F: 3 clusters Score -1749375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -1749381.000000 Penalty: 3334.877686
	Iteration 41Q: 3 clusters Score -1749381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -1749382.500000 Penalty: 3334.877686
	Iteration 42Q: 3 clusters Score -1749382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -1749381.375000 Penalty: 3334.877686
	Iteration 43Q: 3 clusters Score -1749381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -1749382.750000 Penalty: 3334.877686
	Iteration 44Q: 3 clusters Score -1749383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -1749383.625000 Penalty: 3334.877686
	Iteration 45Q: 3 clusters Score -1749384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -1749384.125000 Penalty: 3334.877686
	Iteration 46Q: 3 clusters Score -1749384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -1749382.750000 Penalty: 3334.877686
	Iteration 47Q: 3 clusters Score -1749383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -1749386.750000 Penalty: 3334.877686
	Iteration 48Q: 3 clusters Score -1749387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -1749385.625000 Penalty: 3334.877686
	Iteration 49Q: 3 clusters Score -1749386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -1749387.125000 Penalty: 3334.877686
	Iteration 50Q: 3 clusters Score -1749387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -1749387.125000 Penalty: 3334.877686
	Iteration 51F: 3 clusters Score -1749387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147368 members 
Entering Unmasked Estep 
Score: -8986488.000000 Penalty: 1933.861816
	Iteration 0F: 2 clusters Score -8986488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
Score: -8887684.000000 Penalty: 3867.723633
	Iteration 0F: 3 clusters Score -8887684 nChanged 70690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76702 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -8931177.000000 Penalty: 3867.723633
	Iteration 1F: 3 clusters Score -8931177 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -8933792.000000 Penalty: 3867.723633
	Iteration 2Q: 3 clusters Score -8933792 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79832 members 
Mstep: Class 2 contains 67536 members 
Entering Unmasked Estep 
Score: -8937345.000000 Penalty: 3867.723633
	Iteration 3Q: 3 clusters Score -8937345 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -8941992.000000 Penalty: 3867.723633
	Iteration 4F: 3 clusters Score -8941992 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -8948514.000000 Penalty: 3867.723633
	Iteration 5F: 3 clusters Score -8948514 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -8956773.000000 Penalty: 3867.723633
	Iteration 6F: 3 clusters Score -8956773 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -8964512.000000 Penalty: 3867.723633
	Iteration 7F: 3 clusters Score -8964512 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -8968883.000000 Penalty: 3867.723633
	Iteration 8F: 3 clusters Score -8968883 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -8970503.000000 Penalty: 3867.723633
	Iteration 9Q: 3 clusters Score -8970503 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -8971203.000000 Penalty: 3867.723633
	Iteration 10Q: 3 clusters Score -8971203 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -8971628.000000 Penalty: 3867.723633
	Iteration 11Q: 3 clusters Score -8971628 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -8971932.000000 Penalty: 3867.723633
	Iteration 12Q: 3 clusters Score -8971932 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -8972154.000000 Penalty: 3867.723633
	Iteration 13Q: 3 clusters Score -8972154 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -8972379.000000 Penalty: 3867.723633
	Iteration 14Q: 3 clusters Score -8972379 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97409 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -8972575.000000 Penalty: 3867.723633
	Iteration 15Q: 3 clusters Score -8972575 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -8972823.000000 Penalty: 3867.723633
	Iteration 16Q: 3 clusters Score -8972823 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -8972954.000000 Penalty: 3867.723633
	Iteration 17Q: 3 clusters Score -8972954 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100487 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -8973149.000000 Penalty: 3867.723633
	Iteration 18Q: 3 clusters Score -8973149 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -8973352.000000 Penalty: 3867.723633
	Iteration 19Q: 3 clusters Score -8973352 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -8973488.000000 Penalty: 3867.723633
	Iteration 20F: 3 clusters Score -8973488 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103612 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -8973598.000000 Penalty: 3867.723633
	Iteration 21Q: 3 clusters Score -8973598 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -8973795.000000 Penalty: 3867.723633
	Iteration 22Q: 3 clusters Score -8973795 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105767 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -8973976.000000 Penalty: 3867.723633
	Iteration 23Q: 3 clusters Score -8973976 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -8974120.000000 Penalty: 3867.723633
	Iteration 24Q: 3 clusters Score -8974120 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -8974277.000000 Penalty: 3867.723633
	Iteration 25Q: 3 clusters Score -8974277 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -8974478.000000 Penalty: 3867.723633
	Iteration 26Q: 3 clusters Score -8974478 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -8974653.000000 Penalty: 3867.723633
	Iteration 27Q: 3 clusters Score -8974653 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111570 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -8974852.000000 Penalty: 3867.723633
	Iteration 28Q: 3 clusters Score -8974852 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112821 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -8974998.000000 Penalty: 3867.723633
	Iteration 29Q: 3 clusters Score -8974998 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -8975227.000000 Penalty: 3867.723633
	Iteration 30Q: 3 clusters Score -8975227 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115353 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -8975480.000000 Penalty: 3867.723633
	Iteration 31Q: 3 clusters Score -8975480 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116640 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -8975731.000000 Penalty: 3867.723633
	Iteration 32Q: 3 clusters Score -8975731 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117981 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -8975983.000000 Penalty: 3867.723633
	Iteration 33Q: 3 clusters Score -8975983 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -8976224.000000 Penalty: 3867.723633
	Iteration 34Q: 3 clusters Score -8976224 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120601 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -8976492.000000 Penalty: 3867.723633
	Iteration 35Q: 3 clusters Score -8976492 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121863 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -8976704.000000 Penalty: 3867.723633
	Iteration 36Q: 3 clusters Score -8976704 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -8977001.000000 Penalty: 3867.723633
	Iteration 37Q: 3 clusters Score -8977001 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124600 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -8977389.000000 Penalty: 3867.723633
	Iteration 38Q: 3 clusters Score -8977389 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126101 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -8977840.000000 Penalty: 3867.723633
	Iteration 39Q: 3 clusters Score -8977840 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127676 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -8978268.000000 Penalty: 3867.723633
	Iteration 40F: 3 clusters Score -8978268 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129243 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -8978771.000000 Penalty: 3867.723633
	Iteration 41Q: 3 clusters Score -8978771 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130850 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -8979276.000000 Penalty: 3867.723633
	Iteration 42Q: 3 clusters Score -8979276 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132447 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -8979899.000000 Penalty: 3867.723633
	Iteration 43Q: 3 clusters Score -8979899 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134022 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -8980520.000000 Penalty: 3867.723633
	Iteration 44Q: 3 clusters Score -8980520 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135564 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -8981099.000000 Penalty: 3867.723633
	Iteration 45Q: 3 clusters Score -8981099 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137018 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -8981678.000000 Penalty: 3867.723633
	Iteration 46Q: 3 clusters Score -8981678 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -8982205.000000 Penalty: 3867.723633
	Iteration 47Q: 3 clusters Score -8982205 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139598 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -8982756.000000 Penalty: 3867.723633
	Iteration 48Q: 3 clusters Score -8982756 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140702 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -8983271.000000 Penalty: 3867.723633
	Iteration 49Q: 3 clusters Score -8983271 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -8983722.000000 Penalty: 3867.723633
	Iteration 50Q: 3 clusters Score -8983722 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142417 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -8984177.000000 Penalty: 3867.723633
	Iteration 51Q: 3 clusters Score -8984177 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -8984748.000000 Penalty: 3867.723633
	Iteration 52Q: 3 clusters Score -8984748 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143429 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -8985413.000000 Penalty: 3867.723633
	Iteration 53Q: 3 clusters Score -8985413 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8985755.000000 Penalty: 3867.723633
	Iteration 54Q: 3 clusters Score -8985755 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -8985904.000000 Penalty: 3867.723633
	Iteration 55Q: 3 clusters Score -8985904 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -8985982.000000 Penalty: 3867.723633
	Iteration 56Q: 3 clusters Score -8985982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143546 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -8986030.000000 Penalty: 3867.723633
	Iteration 57Q: 3 clusters Score -8986030 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143499 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -8986050.000000 Penalty: 3867.723633
	Iteration 58Q: 3 clusters Score -8986050 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143461 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -8986070.000000 Penalty: 3867.723633
	Iteration 59Q: 3 clusters Score -8986070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143427 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -8986083.000000 Penalty: 3867.723633
	Iteration 60F: 3 clusters Score -8986083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8986093.000000 Penalty: 3867.723633
	Iteration 61Q: 3 clusters Score -8986093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143361 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -8986077.000000 Penalty: 3867.723633
	Iteration 62Q: 3 clusters Score -8986077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143342 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -8986089.000000 Penalty: 3867.723633
	Iteration 63Q: 3 clusters Score -8986089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8986076.000000 Penalty: 3867.723633
	Iteration 64Q: 3 clusters Score -8986076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143315 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -8986098.000000 Penalty: 3867.723633
	Iteration 65Q: 3 clusters Score -8986098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143301 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -8986093.000000 Penalty: 3867.723633
	Iteration 66Q: 3 clusters Score -8986093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143283 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8986103.000000 Penalty: 3867.723633
	Iteration 67Q: 3 clusters Score -8986103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143260 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -8986100.000000 Penalty: 3867.723633
	Iteration 68Q: 3 clusters Score -8986100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -8986104.000000 Penalty: 3867.723633
	Iteration 69Q: 3 clusters Score -8986104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -8986106.000000 Penalty: 3867.723633
	Iteration 70Q: 3 clusters Score -8986106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143227 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -8986114.000000 Penalty: 3867.723633
	Iteration 71Q: 3 clusters Score -8986114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143213 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -8986108.000000 Penalty: 3867.723633
	Iteration 72Q: 3 clusters Score -8986108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143200 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8986116.000000 Penalty: 3867.723633
	Iteration 73Q: 3 clusters Score -8986116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143189 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8986112.000000 Penalty: 3867.723633
	Iteration 74Q: 3 clusters Score -8986112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143174 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -8986093.000000 Penalty: 3867.723633
	Iteration 75Q: 3 clusters Score -8986093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143162 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -8986103.000000 Penalty: 3867.723633
	Iteration 76Q: 3 clusters Score -8986103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -8986103.000000 Penalty: 3867.723633
	Iteration 77Q: 3 clusters Score -8986103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -8986099.000000 Penalty: 3867.723633
	Iteration 78Q: 3 clusters Score -8986099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143134 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -8986088.000000 Penalty: 3867.723633
	Iteration 79Q: 3 clusters Score -8986088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143130 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -8986092.000000 Penalty: 3867.723633
	Iteration 80F: 3 clusters Score -8986092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143127 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8986095.000000 Penalty: 3867.723633
	Iteration 81Q: 3 clusters Score -8986095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143126 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8986092.000000 Penalty: 3867.723633
	Iteration 82Q: 3 clusters Score -8986092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143126 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8986092.000000 Penalty: 3867.723633
	Iteration 83F: 3 clusters Score -8986092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Entering Unmasked Estep 
Score: -2197907.500000 Penalty: 1704.872559
	Iteration 0F: 2 clusters Score -2197908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2173909.250000 Penalty: 3409.745117
	Iteration 0F: 3 clusters Score -2173909 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2183066.250000 Penalty: 3409.745117
	Iteration 1F: 3 clusters Score -2183066 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2183582.000000 Penalty: 3409.745117
	Iteration 2Q: 3 clusters Score -2183582 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2184119.000000 Penalty: 3409.745117
	Iteration 3Q: 3 clusters Score -2184119 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2184777.000000 Penalty: 3409.745117
	Iteration 4Q: 3 clusters Score -2184777 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2185566.000000 Penalty: 3409.745117
	Iteration 5Q: 3 clusters Score -2185566 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2186666.500000 Penalty: 3409.745117
	Iteration 6F: 3 clusters Score -2186666 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2188185.250000 Penalty: 3409.745117
	Iteration 7F: 3 clusters Score -2188185 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -2190113.500000 Penalty: 3409.745117
	Iteration 8F: 3 clusters Score -2190114 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -2192181.250000 Penalty: 3409.745117
	Iteration 9F: 3 clusters Score -2192181 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -2193784.250000 Penalty: 3409.745117
	Iteration 10Q: 3 clusters Score -2193784 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -2194807.250000 Penalty: 3409.745117
	Iteration 11Q: 3 clusters Score -2194807 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -2195431.500000 Penalty: 3409.745117
	Iteration 12Q: 3 clusters Score -2195432 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -2195809.000000 Penalty: 3409.745117
	Iteration 13Q: 3 clusters Score -2195809 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -2196084.500000 Penalty: 3409.745117
	Iteration 14Q: 3 clusters Score -2196084 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -2196276.750000 Penalty: 3409.745117
	Iteration 15Q: 3 clusters Score -2196277 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -2196420.250000 Penalty: 3409.745117
	Iteration 16Q: 3 clusters Score -2196420 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -2196517.500000 Penalty: 3409.745117
	Iteration 17Q: 3 clusters Score -2196518 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -2196596.750000 Penalty: 3409.745117
	Iteration 18Q: 3 clusters Score -2196597 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -2196638.000000 Penalty: 3409.745117
	Iteration 19Q: 3 clusters Score -2196638 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -2196673.750000 Penalty: 3409.745117
	Iteration 20F: 3 clusters Score -2196674 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -2196720.750000 Penalty: 3409.745117
	Iteration 21Q: 3 clusters Score -2196721 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -2196756.250000 Penalty: 3409.745117
	Iteration 22Q: 3 clusters Score -2196756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -2196794.000000 Penalty: 3409.745117
	Iteration 23Q: 3 clusters Score -2196794 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -2196814.500000 Penalty: 3409.745117
	Iteration 24Q: 3 clusters Score -2196814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -2196839.000000 Penalty: 3409.745117
	Iteration 25Q: 3 clusters Score -2196839 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -2196856.750000 Penalty: 3409.745117
	Iteration 26Q: 3 clusters Score -2196857 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -2196874.750000 Penalty: 3409.745117
	Iteration 27Q: 3 clusters Score -2196875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -2196882.500000 Penalty: 3409.745117
	Iteration 28Q: 3 clusters Score -2196882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -2196891.750000 Penalty: 3409.745117
	Iteration 29Q: 3 clusters Score -2196892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -2196903.750000 Penalty: 3409.745117
	Iteration 30Q: 3 clusters Score -2196904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -2196916.750000 Penalty: 3409.745117
	Iteration 31Q: 3 clusters Score -2196917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -2196923.750000 Penalty: 3409.745117
	Iteration 32Q: 3 clusters Score -2196924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -2196927.000000 Penalty: 3409.745117
	Iteration 33Q: 3 clusters Score -2196927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -2196935.000000 Penalty: 3409.745117
	Iteration 34Q: 3 clusters Score -2196935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -2196939.000000 Penalty: 3409.745117
	Iteration 35Q: 3 clusters Score -2196939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -2196945.000000 Penalty: 3409.745117
	Iteration 36Q: 3 clusters Score -2196945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -2196952.750000 Penalty: 3409.745117
	Iteration 37Q: 3 clusters Score -2196953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -2196957.500000 Penalty: 3409.745117
	Iteration 38Q: 3 clusters Score -2196958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -2196963.500000 Penalty: 3409.745117
	Iteration 39Q: 3 clusters Score -2196964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -2196973.250000 Penalty: 3409.745117
	Iteration 40F: 3 clusters Score -2196973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -2196975.750000 Penalty: 3409.745117
	Iteration 41Q: 3 clusters Score -2196976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -2196987.000000 Penalty: 3409.745117
	Iteration 42Q: 3 clusters Score -2196987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -2196991.750000 Penalty: 3409.745117
	Iteration 43Q: 3 clusters Score -2196992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -2196991.500000 Penalty: 3409.745117
	Iteration 44Q: 3 clusters Score -2196992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -2197007.500000 Penalty: 3409.745117
	Iteration 45Q: 3 clusters Score -2197008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -2197017.000000 Penalty: 3409.745117
	Iteration 46Q: 3 clusters Score -2197017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -2197018.750000 Penalty: 3409.745117
	Iteration 47Q: 3 clusters Score -2197019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -2197034.500000 Penalty: 3409.745117
	Iteration 48Q: 3 clusters Score -2197034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -2197046.500000 Penalty: 3409.745117
	Iteration 49Q: 3 clusters Score -2197046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -2197052.000000 Penalty: 3409.745117
	Iteration 50Q: 3 clusters Score -2197052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -2197063.250000 Penalty: 3409.745117
	Iteration 51Q: 3 clusters Score -2197063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -2197063.000000 Penalty: 3409.745117
	Iteration 52Q: 3 clusters Score -2197063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -2197065.500000 Penalty: 3409.745117
	Iteration 53Q: 3 clusters Score -2197066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -2197067.750000 Penalty: 3409.745117
	Iteration 54Q: 3 clusters Score -2197068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -2197071.500000 Penalty: 3409.745117
	Iteration 55Q: 3 clusters Score -2197072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -2197072.750000 Penalty: 3409.745117
	Iteration 56Q: 3 clusters Score -2197073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -2197072.750000 Penalty: 3409.745117
	Iteration 57Q: 3 clusters Score -2197073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -2197072.750000 Penalty: 3409.745117
	Iteration 58Q: 3 clusters Score -2197073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -2197077.250000 Penalty: 3409.745117
	Iteration 59Q: 3 clusters Score -2197077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -2197082.000000 Penalty: 3409.745117
	Iteration 60F: 3 clusters Score -2197082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -2197087.750000 Penalty: 3409.745117
	Iteration 61Q: 3 clusters Score -2197088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -2197086.250000 Penalty: 3409.745117
	Iteration 62Q: 3 clusters Score -2197086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -2197094.250000 Penalty: 3409.745117
	Iteration 63Q: 3 clusters Score -2197094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -2197094.000000 Penalty: 3409.745117
	Iteration 64Q: 3 clusters Score -2197094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -2197101.250000 Penalty: 3409.745117
	Iteration 65Q: 3 clusters Score -2197101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -2197101.000000 Penalty: 3409.745117
	Iteration 66Q: 3 clusters Score -2197101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -2197104.250000 Penalty: 3409.745117
	Iteration 67Q: 3 clusters Score -2197104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -2197108.500000 Penalty: 3409.745117
	Iteration 68Q: 3 clusters Score -2197108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -2197114.500000 Penalty: 3409.745117
	Iteration 69Q: 3 clusters Score -2197114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -2197129.750000 Penalty: 3409.745117
	Iteration 70Q: 3 clusters Score -2197130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -2197132.500000 Penalty: 3409.745117
	Iteration 71Q: 3 clusters Score -2197132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -2197132.000000 Penalty: 3409.745117
	Iteration 72Q: 3 clusters Score -2197132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -2197137.750000 Penalty: 3409.745117
	Iteration 73Q: 3 clusters Score -2197138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -2197137.250000 Penalty: 3409.745117
	Iteration 74Q: 3 clusters Score -2197137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -2197138.750000 Penalty: 3409.745117
	Iteration 75Q: 3 clusters Score -2197139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -2197139.000000 Penalty: 3409.745117
	Iteration 76Q: 3 clusters Score -2197139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -2197142.250000 Penalty: 3409.745117
	Iteration 77Q: 3 clusters Score -2197142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -2197143.250000 Penalty: 3409.745117
	Iteration 78Q: 3 clusters Score -2197143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -2197140.250000 Penalty: 3409.745117
	Iteration 79Q: 3 clusters Score -2197140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -2197140.500000 Penalty: 3409.745117
	Iteration 80F: 3 clusters Score -2197140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -2197139.500000 Penalty: 3409.745117
	Iteration 81Q: 3 clusters Score -2197140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -2197141.250000 Penalty: 3409.745117
	Iteration 82Q: 3 clusters Score -2197141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -2197143.250000 Penalty: 3409.745117
	Iteration 83Q: 3 clusters Score -2197143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -2197145.750000 Penalty: 3409.745117
	Iteration 84Q: 3 clusters Score -2197146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -2197145.000000 Penalty: 3409.745117
	Iteration 85Q: 3 clusters Score -2197145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -2197149.500000 Penalty: 3409.745117
	Iteration 86Q: 3 clusters Score -2197150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -2197148.750000 Penalty: 3409.745117
	Iteration 87Q: 3 clusters Score -2197149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -2197145.750000 Penalty: 3409.745117
	Iteration 88Q: 3 clusters Score -2197146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -2197149.000000 Penalty: 3409.745117
	Iteration 89Q: 3 clusters Score -2197149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -2197149.250000 Penalty: 3409.745117
	Iteration 90Q: 3 clusters Score -2197149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -2197149.250000 Penalty: 3409.745117
	Iteration 91F: 3 clusters Score -2197149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Entering Unmasked Estep 
Score: -658709.562500 Penalty: 1504.081665
	Iteration 0F: 2 clusters Score -658709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -651194.500000 Penalty: 3008.163330
	Iteration 0F: 3 clusters Score -651194.5 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -653729.062500 Penalty: 3008.163330
	Iteration 1F: 3 clusters Score -653729.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -654160.125000 Penalty: 3008.163330
	Iteration 2F: 3 clusters Score -654160.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -654655.375000 Penalty: 3008.163330
	Iteration 3F: 3 clusters Score -654655.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -655241.250000 Penalty: 3008.163330
	Iteration 4F: 3 clusters Score -655241.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -655859.062500 Penalty: 3008.163330
	Iteration 5F: 3 clusters Score -655859.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -656441.187500 Penalty: 3008.163330
	Iteration 6F: 3 clusters Score -656441.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -656930.125000 Penalty: 3008.163330
	Iteration 7Q: 3 clusters Score -656930.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -657288.687500 Penalty: 3008.163330
	Iteration 8Q: 3 clusters Score -657288.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -657527.812500 Penalty: 3008.163330
	Iteration 9Q: 3 clusters Score -657527.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -657678.562500 Penalty: 3008.163330
	Iteration 10Q: 3 clusters Score -657678.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -657780.187500 Penalty: 3008.163330
	Iteration 11Q: 3 clusters Score -657780.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -657831.375000 Penalty: 3008.163330
	Iteration 12Q: 3 clusters Score -657831.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -657860.312500 Penalty: 3008.163330
	Iteration 13Q: 3 clusters Score -657860.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -657888.625000 Penalty: 3008.163330
	Iteration 14Q: 3 clusters Score -657888.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -657908.625000 Penalty: 3008.163330
	Iteration 15Q: 3 clusters Score -657908.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -657922.312500 Penalty: 3008.163330
	Iteration 16Q: 3 clusters Score -657922.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -657932.000000 Penalty: 3008.163330
	Iteration 17Q: 3 clusters Score -657932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -657939.437500 Penalty: 3008.163330
	Iteration 18Q: 3 clusters Score -657939.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -657945.875000 Penalty: 3008.163330
	Iteration 19Q: 3 clusters Score -657945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -657948.812500 Penalty: 3008.163330
	Iteration 20F: 3 clusters Score -657948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -657950.312500 Penalty: 3008.163330
	Iteration 21Q: 3 clusters Score -657950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -657954.750000 Penalty: 3008.163330
	Iteration 22Q: 3 clusters Score -657954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -657958.062500 Penalty: 3008.163330
	Iteration 23Q: 3 clusters Score -657958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -657959.187500 Penalty: 3008.163330
	Iteration 24Q: 3 clusters Score -657959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -657959.187500 Penalty: 3008.163330
	Iteration 25Q: 3 clusters Score -657959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -657960.687500 Penalty: 3008.163330
	Iteration 26Q: 3 clusters Score -657960.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -657960.750000 Penalty: 3008.163330
	Iteration 27Q: 3 clusters Score -657960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -657962.062500 Penalty: 3008.163330
	Iteration 28Q: 3 clusters Score -657962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -657962.812500 Penalty: 3008.163330
	Iteration 29Q: 3 clusters Score -657962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -657963.437500 Penalty: 3008.163330
	Iteration 30Q: 3 clusters Score -657963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -657963.437500 Penalty: 3008.163330
	Iteration 31F: 3 clusters Score -657963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -63342.523438 Penalty: 1140.344727
	Iteration 0F: 2 clusters Score -63342.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61834.480469 Penalty: 2280.689453
	Iteration 0F: 3 clusters Score -61834.48 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -62129.992188 Penalty: 2280.689453
	Iteration 1F: 3 clusters Score -62129.99 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -62218.847656 Penalty: 2280.689453
	Iteration 2F: 3 clusters Score -62218.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62267.832031 Penalty: 2280.689453
	Iteration 3Q: 3 clusters Score -62267.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -62292.062500 Penalty: 2280.689453
	Iteration 4Q: 3 clusters Score -62292.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -62308.960938 Penalty: 2280.689453
	Iteration 5Q: 3 clusters Score -62308.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -62329.886719 Penalty: 2280.689453
	Iteration 6Q: 3 clusters Score -62329.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -62339.667969 Penalty: 2280.689453
	Iteration 7Q: 3 clusters Score -62339.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -62346.636719 Penalty: 2280.689453
	Iteration 8Q: 3 clusters Score -62346.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -62350.953125 Penalty: 2280.689453
	Iteration 9Q: 3 clusters Score -62350.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -62356.160156 Penalty: 2280.689453
	Iteration 10Q: 3 clusters Score -62356.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -62361.167969 Penalty: 2280.689453
	Iteration 11Q: 3 clusters Score -62361.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -62362.410156 Penalty: 2280.689453
	Iteration 12Q: 3 clusters Score -62362.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -62363.113281 Penalty: 2280.689453
	Iteration 13Q: 3 clusters Score -62363.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -62363.773438 Penalty: 2280.689453
	Iteration 14Q: 3 clusters Score -62363.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -62364.253906 Penalty: 2280.689453
	Iteration 15Q: 3 clusters Score -62364.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -62364.890625 Penalty: 2280.689453
	Iteration 16Q: 3 clusters Score -62364.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -62364.890625 Penalty: 2280.689453
	Iteration 17F: 3 clusters Score -62364.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Entering Unmasked Estep 
Score: -469487.281250 Penalty: 1454.966553
	Iteration 0F: 2 clusters Score -469487.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -463747.843750 Penalty: 2909.933105
	Iteration 0F: 3 clusters Score -463747.8 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -465545.156250 Penalty: 2909.933105
	Iteration 1F: 3 clusters Score -465545.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -465756.718750 Penalty: 2909.933105
	Iteration 2F: 3 clusters Score -465756.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -465896.968750 Penalty: 2909.933105
	Iteration 3Q: 3 clusters Score -465897 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -465994.562500 Penalty: 2909.933105
	Iteration 4Q: 3 clusters Score -465994.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -466070.937500 Penalty: 2909.933105
	Iteration 5Q: 3 clusters Score -466070.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -466151.906250 Penalty: 2909.933105
	Iteration 6Q: 3 clusters Score -466151.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -466232.937500 Penalty: 2909.933105
	Iteration 7Q: 3 clusters Score -466232.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -466312.656250 Penalty: 2909.933105
	Iteration 8Q: 3 clusters Score -466312.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -466391.812500 Penalty: 2909.933105
	Iteration 9Q: 3 clusters Score -466391.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -466461.437500 Penalty: 2909.933105
	Iteration 10Q: 3 clusters Score -466461.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -466545.718750 Penalty: 2909.933105
	Iteration 11Q: 3 clusters Score -466545.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -466654.437500 Penalty: 2909.933105
	Iteration 12Q: 3 clusters Score -466654.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -466794.937500 Penalty: 2909.933105
	Iteration 13Q: 3 clusters Score -466794.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -466957.656250 Penalty: 2909.933105
	Iteration 14Q: 3 clusters Score -466957.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -467145.250000 Penalty: 2909.933105
	Iteration 15Q: 3 clusters Score -467145.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -467389.625000 Penalty: 2909.933105
	Iteration 16Q: 3 clusters Score -467389.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -467686.343750 Penalty: 2909.933105
	Iteration 17Q: 3 clusters Score -467686.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -467922.437500 Penalty: 2909.933105
	Iteration 18Q: 3 clusters Score -467922.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -468049.781250 Penalty: 2909.933105
	Iteration 19Q: 3 clusters Score -468049.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -468100.750000 Penalty: 2909.933105
	Iteration 20F: 3 clusters Score -468100.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -468123.812500 Penalty: 2909.933105
	Iteration 21Q: 3 clusters Score -468123.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -468137.125000 Penalty: 2909.933105
	Iteration 22Q: 3 clusters Score -468137.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -468144.218750 Penalty: 2909.933105
	Iteration 23Q: 3 clusters Score -468144.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -468149.281250 Penalty: 2909.933105
	Iteration 24Q: 3 clusters Score -468149.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -468152.687500 Penalty: 2909.933105
	Iteration 25Q: 3 clusters Score -468152.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -468155.343750 Penalty: 2909.933105
	Iteration 26Q: 3 clusters Score -468155.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -468158.187500 Penalty: 2909.933105
	Iteration 27Q: 3 clusters Score -468158.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -468159.312500 Penalty: 2909.933105
	Iteration 28Q: 3 clusters Score -468159.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -468160.531250 Penalty: 2909.933105
	Iteration 29Q: 3 clusters Score -468160.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -468164.000000 Penalty: 2909.933105
	Iteration 30Q: 3 clusters Score -468164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -468164.750000 Penalty: 2909.933105
	Iteration 31Q: 3 clusters Score -468164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -468165.687500 Penalty: 2909.933105
	Iteration 32Q: 3 clusters Score -468165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -468166.812500 Penalty: 2909.933105
	Iteration 33Q: 3 clusters Score -468166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -468167.812500 Penalty: 2909.933105
	Iteration 34Q: 3 clusters Score -468167.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -468169.312500 Penalty: 2909.933105
	Iteration 35Q: 3 clusters Score -468169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -468171.031250 Penalty: 2909.933105
	Iteration 36Q: 3 clusters Score -468171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -468174.218750 Penalty: 2909.933105
	Iteration 37Q: 3 clusters Score -468174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -468176.281250 Penalty: 2909.933105
	Iteration 38Q: 3 clusters Score -468176.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -468178.343750 Penalty: 2909.933105
	Iteration 39Q: 3 clusters Score -468178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -468177.843750 Penalty: 2909.933105
	Iteration 40F: 3 clusters Score -468177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -468179.687500 Penalty: 2909.933105
	Iteration 41Q: 3 clusters Score -468179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -468180.625000 Penalty: 2909.933105
	Iteration 42Q: 3 clusters Score -468180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -468180.187500 Penalty: 2909.933105
	Iteration 43Q: 3 clusters Score -468180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -468181.656250 Penalty: 2909.933105
	Iteration 44Q: 3 clusters Score -468181.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -468182.031250 Penalty: 2909.933105
	Iteration 45Q: 3 clusters Score -468182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -468181.968750 Penalty: 2909.933105
	Iteration 46Q: 3 clusters Score -468182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -468182.343750 Penalty: 2909.933105
	Iteration 47Q: 3 clusters Score -468182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -468183.250000 Penalty: 2909.933105
	Iteration 48Q: 3 clusters Score -468183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -468183.250000 Penalty: 2909.933105
	Iteration 49F: 3 clusters Score -468183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Entering Unmasked Estep 
Score: -1451536.000000 Penalty: 1632.169312
	Iteration 0F: 2 clusters Score -1451536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1435798.750000 Penalty: 3264.338623
	Iteration 0F: 3 clusters Score -1435799 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1441574.125000 Penalty: 3264.338623
	Iteration 1F: 3 clusters Score -1441574 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1441938.625000 Penalty: 3264.338623
	Iteration 2Q: 3 clusters Score -1441939 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1442300.000000 Penalty: 3264.338623
	Iteration 3Q: 3 clusters Score -1442300 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1442671.500000 Penalty: 3264.338623
	Iteration 4Q: 3 clusters Score -1442672 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1443121.750000 Penalty: 3264.338623
	Iteration 5Q: 3 clusters Score -1443122 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1443746.500000 Penalty: 3264.338623
	Iteration 6Q: 3 clusters Score -1443746 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1444576.125000 Penalty: 3264.338623
	Iteration 7F: 3 clusters Score -1444576 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1445548.000000 Penalty: 3264.338623
	Iteration 8F: 3 clusters Score -1445548 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1446579.750000 Penalty: 3264.338623
	Iteration 9F: 3 clusters Score -1446580 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1447589.000000 Penalty: 3264.338623
	Iteration 10F: 3 clusters Score -1447589 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1448365.875000 Penalty: 3264.338623
	Iteration 11Q: 3 clusters Score -1448366 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1448983.000000 Penalty: 3264.338623
	Iteration 12Q: 3 clusters Score -1448983 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1449429.625000 Penalty: 3264.338623
	Iteration 13Q: 3 clusters Score -1449430 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1449702.375000 Penalty: 3264.338623
	Iteration 14Q: 3 clusters Score -1449702 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1449855.125000 Penalty: 3264.338623
	Iteration 15Q: 3 clusters Score -1449855 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1449945.000000 Penalty: 3264.338623
	Iteration 16Q: 3 clusters Score -1449945 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1450016.750000 Penalty: 3264.338623
	Iteration 17Q: 3 clusters Score -1450017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1450058.000000 Penalty: 3264.338623
	Iteration 18Q: 3 clusters Score -1450058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1450085.750000 Penalty: 3264.338623
	Iteration 19Q: 3 clusters Score -1450086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1450102.500000 Penalty: 3264.338623
	Iteration 20F: 3 clusters Score -1450102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1450116.625000 Penalty: 3264.338623
	Iteration 21Q: 3 clusters Score -1450117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1450128.875000 Penalty: 3264.338623
	Iteration 22Q: 3 clusters Score -1450129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1450139.875000 Penalty: 3264.338623
	Iteration 23Q: 3 clusters Score -1450140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1450148.375000 Penalty: 3264.338623
	Iteration 24Q: 3 clusters Score -1450148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1450152.750000 Penalty: 3264.338623
	Iteration 25Q: 3 clusters Score -1450153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1450157.375000 Penalty: 3264.338623
	Iteration 26Q: 3 clusters Score -1450157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1450161.875000 Penalty: 3264.338623
	Iteration 27Q: 3 clusters Score -1450162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1450169.125000 Penalty: 3264.338623
	Iteration 28Q: 3 clusters Score -1450169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1450171.250000 Penalty: 3264.338623
	Iteration 29Q: 3 clusters Score -1450171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1450177.625000 Penalty: 3264.338623
	Iteration 30Q: 3 clusters Score -1450178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1450179.250000 Penalty: 3264.338623
	Iteration 31Q: 3 clusters Score -1450179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1450179.000000 Penalty: 3264.338623
	Iteration 32Q: 3 clusters Score -1450179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1450180.000000 Penalty: 3264.338623
	Iteration 33Q: 3 clusters Score -1450180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1450181.125000 Penalty: 3264.338623
	Iteration 34Q: 3 clusters Score -1450181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1450182.250000 Penalty: 3264.338623
	Iteration 35Q: 3 clusters Score -1450182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1450186.500000 Penalty: 3264.338623
	Iteration 36Q: 3 clusters Score -1450186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1450189.250000 Penalty: 3264.338623
	Iteration 37Q: 3 clusters Score -1450189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1450191.625000 Penalty: 3264.338623
	Iteration 38Q: 3 clusters Score -1450192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1450191.750000 Penalty: 3264.338623
	Iteration 39Q: 3 clusters Score -1450192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1450193.125000 Penalty: 3264.338623
	Iteration 40F: 3 clusters Score -1450193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1450195.750000 Penalty: 3264.338623
	Iteration 41Q: 3 clusters Score -1450196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1450195.125000 Penalty: 3264.338623
	Iteration 42Q: 3 clusters Score -1450195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1450195.125000 Penalty: 3264.338623
	Iteration 43F: 3 clusters Score -1450195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Entering Unmasked Estep 
Score: -817489.875000 Penalty: 1539.701538
	Iteration 0F: 2 clusters Score -817489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -808364.187500 Penalty: 3079.403076
	Iteration 0F: 3 clusters Score -808364.2 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -811626.750000 Penalty: 3079.403076
	Iteration 1F: 3 clusters Score -811626.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -812067.437500 Penalty: 3079.403076
	Iteration 2F: 3 clusters Score -812067.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -812561.250000 Penalty: 3079.403076
	Iteration 3F: 3 clusters Score -812561.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -813076.187500 Penalty: 3079.403076
	Iteration 4F: 3 clusters Score -813076.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -813671.812500 Penalty: 3079.403076
	Iteration 5F: 3 clusters Score -813671.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -814274.687500 Penalty: 3079.403076
	Iteration 6F: 3 clusters Score -814274.7 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -814818.750000 Penalty: 3079.403076
	Iteration 7Q: 3 clusters Score -814818.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -815248.375000 Penalty: 3079.403076
	Iteration 8Q: 3 clusters Score -815248.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -815594.250000 Penalty: 3079.403076
	Iteration 9Q: 3 clusters Score -815594.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -815804.250000 Penalty: 3079.403076
	Iteration 10Q: 3 clusters Score -815804.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -815929.875000 Penalty: 3079.403076
	Iteration 11Q: 3 clusters Score -815929.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -815990.937500 Penalty: 3079.403076
	Iteration 12Q: 3 clusters Score -815990.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -816031.000000 Penalty: 3079.403076
	Iteration 13Q: 3 clusters Score -816031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -816063.500000 Penalty: 3079.403076
	Iteration 14Q: 3 clusters Score -816063.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -816091.062500 Penalty: 3079.403076
	Iteration 15Q: 3 clusters Score -816091.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -816098.562500 Penalty: 3079.403076
	Iteration 16Q: 3 clusters Score -816098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -816105.125000 Penalty: 3079.403076
	Iteration 17Q: 3 clusters Score -816105.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -816109.062500 Penalty: 3079.403076
	Iteration 18Q: 3 clusters Score -816109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -816113.062500 Penalty: 3079.403076
	Iteration 19Q: 3 clusters Score -816113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -816114.937500 Penalty: 3079.403076
	Iteration 20F: 3 clusters Score -816114.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -816115.625000 Penalty: 3079.403076
	Iteration 21Q: 3 clusters Score -816115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -816117.000000 Penalty: 3079.403076
	Iteration 22Q: 3 clusters Score -816117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -816117.000000 Penalty: 3079.403076
	Iteration 23Q: 3 clusters Score -816117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -816120.062500 Penalty: 3079.403076
	Iteration 24Q: 3 clusters Score -816120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -816124.312500 Penalty: 3079.403076
	Iteration 25Q: 3 clusters Score -816124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -816126.375000 Penalty: 3079.403076
	Iteration 26Q: 3 clusters Score -816126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -816128.437500 Penalty: 3079.403076
	Iteration 27Q: 3 clusters Score -816128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -816131.062500 Penalty: 3079.403076
	Iteration 28Q: 3 clusters Score -816131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -816132.750000 Penalty: 3079.403076
	Iteration 29Q: 3 clusters Score -816132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -816134.187500 Penalty: 3079.403076
	Iteration 30Q: 3 clusters Score -816134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -816134.187500 Penalty: 3079.403076
	Iteration 31F: 3 clusters Score -816134.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Entering Unmasked Estep 
Score: -375433.718750 Penalty: 1414.858521
	Iteration 0F: 2 clusters Score -375433.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -370790.437500 Penalty: 2829.717041
	Iteration 0F: 3 clusters Score -370790.4 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -372087.812500 Penalty: 2829.717041
	Iteration 1F: 3 clusters Score -372087.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -372254.656250 Penalty: 2829.717041
	Iteration 2F: 3 clusters Score -372254.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -372427.531250 Penalty: 2829.717041
	Iteration 3F: 3 clusters Score -372427.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -372592.937500 Penalty: 2829.717041
	Iteration 4F: 3 clusters Score -372592.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -372761.875000 Penalty: 2829.717041
	Iteration 5F: 3 clusters Score -372761.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -372958.656250 Penalty: 2829.717041
	Iteration 6Q: 3 clusters Score -372958.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -373204.843750 Penalty: 2829.717041
	Iteration 7F: 3 clusters Score -373204.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -373444.000000 Penalty: 2829.717041
	Iteration 8F: 3 clusters Score -373444 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -373665.562500 Penalty: 2829.717041
	Iteration 9Q: 3 clusters Score -373665.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -373841.218750 Penalty: 2829.717041
	Iteration 10Q: 3 clusters Score -373841.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -373982.656250 Penalty: 2829.717041
	Iteration 11Q: 3 clusters Score -373982.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -374090.375000 Penalty: 2829.717041
	Iteration 12Q: 3 clusters Score -374090.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -374166.875000 Penalty: 2829.717041
	Iteration 13Q: 3 clusters Score -374166.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -374225.281250 Penalty: 2829.717041
	Iteration 14Q: 3 clusters Score -374225.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -374275.781250 Penalty: 2829.717041
	Iteration 15Q: 3 clusters Score -374275.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -374309.718750 Penalty: 2829.717041
	Iteration 16Q: 3 clusters Score -374309.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -374327.875000 Penalty: 2829.717041
	Iteration 17Q: 3 clusters Score -374327.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -374342.875000 Penalty: 2829.717041
	Iteration 18Q: 3 clusters Score -374342.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -374354.000000 Penalty: 2829.717041
	Iteration 19Q: 3 clusters Score -374354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -374364.718750 Penalty: 2829.717041
	Iteration 20F: 3 clusters Score -374364.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -374372.750000 Penalty: 2829.717041
	Iteration 21Q: 3 clusters Score -374372.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -374381.156250 Penalty: 2829.717041
	Iteration 22Q: 3 clusters Score -374381.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -374385.031250 Penalty: 2829.717041
	Iteration 23Q: 3 clusters Score -374385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -374386.250000 Penalty: 2829.717041
	Iteration 24Q: 3 clusters Score -374386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -374388.531250 Penalty: 2829.717041
	Iteration 25Q: 3 clusters Score -374388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -374390.281250 Penalty: 2829.717041
	Iteration 26Q: 3 clusters Score -374390.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -374390.125000 Penalty: 2829.717041
	Iteration 27Q: 3 clusters Score -374390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -374391.031250 Penalty: 2829.717041
	Iteration 28Q: 3 clusters Score -374391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -374391.562500 Penalty: 2829.717041
	Iteration 29Q: 3 clusters Score -374391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -374392.031250 Penalty: 2829.717041
	Iteration 30Q: 3 clusters Score -374392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -374393.468750 Penalty: 2829.717041
	Iteration 31Q: 3 clusters Score -374393.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -374393.468750 Penalty: 2829.717041
	Iteration 32F: 3 clusters Score -374393.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -292119.062500 Penalty: 1391.848389
	Iteration 0F: 2 clusters Score -292119.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -288048.750000 Penalty: 2783.696777
	Iteration 0F: 3 clusters Score -288048.8 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -289293.406250 Penalty: 2783.696777
	Iteration 1F: 3 clusters Score -289293.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -289552.437500 Penalty: 2783.696777
	Iteration 2F: 3 clusters Score -289552.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -289735.687500 Penalty: 2783.696777
	Iteration 3F: 3 clusters Score -289735.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -289878.812500 Penalty: 2783.696777
	Iteration 4Q: 3 clusters Score -289878.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -290042.843750 Penalty: 2783.696777
	Iteration 5Q: 3 clusters Score -290042.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -290183.343750 Penalty: 2783.696777
	Iteration 6Q: 3 clusters Score -290183.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -290297.406250 Penalty: 2783.696777
	Iteration 7Q: 3 clusters Score -290297.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -290405.000000 Penalty: 2783.696777
	Iteration 8Q: 3 clusters Score -290405 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -290517.468750 Penalty: 2783.696777
	Iteration 9Q: 3 clusters Score -290517.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -290622.562500 Penalty: 2783.696777
	Iteration 10Q: 3 clusters Score -290622.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -290717.125000 Penalty: 2783.696777
	Iteration 11Q: 3 clusters Score -290717.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -290787.281250 Penalty: 2783.696777
	Iteration 12Q: 3 clusters Score -290787.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -290845.218750 Penalty: 2783.696777
	Iteration 13Q: 3 clusters Score -290845.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -290889.656250 Penalty: 2783.696777
	Iteration 14Q: 3 clusters Score -290889.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -290931.531250 Penalty: 2783.696777
	Iteration 15Q: 3 clusters Score -290931.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -290964.593750 Penalty: 2783.696777
	Iteration 16Q: 3 clusters Score -290964.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -290993.062500 Penalty: 2783.696777
	Iteration 17Q: 3 clusters Score -290993.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -291018.468750 Penalty: 2783.696777
	Iteration 18Q: 3 clusters Score -291018.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -291046.031250 Penalty: 2783.696777
	Iteration 19Q: 3 clusters Score -291046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -291065.406250 Penalty: 2783.696777
	Iteration 20F: 3 clusters Score -291065.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -291086.531250 Penalty: 2783.696777
	Iteration 21Q: 3 clusters Score -291086.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -291099.843750 Penalty: 2783.696777
	Iteration 22Q: 3 clusters Score -291099.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -291111.437500 Penalty: 2783.696777
	Iteration 23Q: 3 clusters Score -291111.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -291120.437500 Penalty: 2783.696777
	Iteration 24Q: 3 clusters Score -291120.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -291127.687500 Penalty: 2783.696777
	Iteration 25Q: 3 clusters Score -291127.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -291134.218750 Penalty: 2783.696777
	Iteration 26Q: 3 clusters Score -291134.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -291140.687500 Penalty: 2783.696777
	Iteration 27Q: 3 clusters Score -291140.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -291145.187500 Penalty: 2783.696777
	Iteration 28Q: 3 clusters Score -291145.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -291151.218750 Penalty: 2783.696777
	Iteration 29Q: 3 clusters Score -291151.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -291155.468750 Penalty: 2783.696777
	Iteration 30Q: 3 clusters Score -291155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -291159.437500 Penalty: 2783.696777
	Iteration 31Q: 3 clusters Score -291159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -291162.312500 Penalty: 2783.696777
	Iteration 32Q: 3 clusters Score -291162.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -291166.187500 Penalty: 2783.696777
	Iteration 33Q: 3 clusters Score -291166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -291169.093750 Penalty: 2783.696777
	Iteration 34Q: 3 clusters Score -291169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -291170.125000 Penalty: 2783.696777
	Iteration 35Q: 3 clusters Score -291170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -291172.687500 Penalty: 2783.696777
	Iteration 36Q: 3 clusters Score -291172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -291174.531250 Penalty: 2783.696777
	Iteration 37Q: 3 clusters Score -291174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -291175.531250 Penalty: 2783.696777
	Iteration 38Q: 3 clusters Score -291175.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -291175.531250 Penalty: 2783.696777
	Iteration 39F: 3 clusters Score -291175.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -259084.375000 Penalty: 1361.824219
	Iteration 0F: 2 clusters Score -259084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -255496.531250 Penalty: 2723.648438
	Iteration 0F: 3 clusters Score -255496.5 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -256458.609375 Penalty: 2723.648438
	Iteration 1F: 3 clusters Score -256458.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -256651.562500 Penalty: 2723.648438
	Iteration 2F: 3 clusters Score -256651.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -256812.687500 Penalty: 2723.648438
	Iteration 3F: 3 clusters Score -256812.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -256963.734375 Penalty: 2723.648438
	Iteration 4Q: 3 clusters Score -256963.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -257115.703125 Penalty: 2723.648438
	Iteration 5Q: 3 clusters Score -257115.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -257281.812500 Penalty: 2723.648438
	Iteration 6Q: 3 clusters Score -257281.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -257459.968750 Penalty: 2723.648438
	Iteration 7Q: 3 clusters Score -257460 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -257660.375000 Penalty: 2723.648438
	Iteration 8F: 3 clusters Score -257660.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -257836.859375 Penalty: 2723.648438
	Iteration 9Q: 3 clusters Score -257836.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -257987.343750 Penalty: 2723.648438
	Iteration 10Q: 3 clusters Score -257987.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -258127.234375 Penalty: 2723.648438
	Iteration 11Q: 3 clusters Score -258127.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -258215.078125 Penalty: 2723.648438
	Iteration 12Q: 3 clusters Score -258215.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -258270.078125 Penalty: 2723.648438
	Iteration 13Q: 3 clusters Score -258270.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -258312.968750 Penalty: 2723.648438
	Iteration 14Q: 3 clusters Score -258313 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -258342.593750 Penalty: 2723.648438
	Iteration 15Q: 3 clusters Score -258342.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -258357.437500 Penalty: 2723.648438
	Iteration 16Q: 3 clusters Score -258357.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -258367.781250 Penalty: 2723.648438
	Iteration 17Q: 3 clusters Score -258367.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -258378.187500 Penalty: 2723.648438
	Iteration 18Q: 3 clusters Score -258378.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -258391.187500 Penalty: 2723.648438
	Iteration 19Q: 3 clusters Score -258391.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -258405.531250 Penalty: 2723.648438
	Iteration 20F: 3 clusters Score -258405.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -258412.265625 Penalty: 2723.648438
	Iteration 21Q: 3 clusters Score -258412.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -258417.875000 Penalty: 2723.648438
	Iteration 22Q: 3 clusters Score -258417.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -258421.734375 Penalty: 2723.648438
	Iteration 23Q: 3 clusters Score -258421.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -258425.609375 Penalty: 2723.648438
	Iteration 24Q: 3 clusters Score -258425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -258428.921875 Penalty: 2723.648438
	Iteration 25Q: 3 clusters Score -258428.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -258430.750000 Penalty: 2723.648438
	Iteration 26Q: 3 clusters Score -258430.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -258433.921875 Penalty: 2723.648438
	Iteration 27Q: 3 clusters Score -258433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -258436.515625 Penalty: 2723.648438
	Iteration 28Q: 3 clusters Score -258436.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -258439.578125 Penalty: 2723.648438
	Iteration 29Q: 3 clusters Score -258439.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -258443.359375 Penalty: 2723.648438
	Iteration 30Q: 3 clusters Score -258443.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -258445.031250 Penalty: 2723.648438
	Iteration 31Q: 3 clusters Score -258445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -258445.734375 Penalty: 2723.648438
	Iteration 32Q: 3 clusters Score -258445.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -258446.343750 Penalty: 2723.648438
	Iteration 33Q: 3 clusters Score -258446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -258446.437500 Penalty: 2723.648438
	Iteration 34Q: 3 clusters Score -258446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -258446.937500 Penalty: 2723.648438
	Iteration 35Q: 3 clusters Score -258446.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -258446.937500 Penalty: 2723.648438
	Iteration 36F: 3 clusters Score -258446.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Entering Unmasked Estep 
Score: -457931.718750 Penalty: 1452.468872
	Iteration 0F: 2 clusters Score -457931.7 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 3817 members 
Entering Unmasked Estep 
Score: -452246.718750 Penalty: 2904.937744
	Iteration 0F: 3 clusters Score -452246.7 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -453998.312500 Penalty: 2904.937744
	Iteration 1F: 3 clusters Score -453998.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -454245.250000 Penalty: 2904.937744
	Iteration 2F: 3 clusters Score -454245.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -454446.062500 Penalty: 2904.937744
	Iteration 3F: 3 clusters Score -454446.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -454598.031250 Penalty: 2904.937744
	Iteration 4Q: 3 clusters Score -454598 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -454724.218750 Penalty: 2904.937744
	Iteration 5Q: 3 clusters Score -454724.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -454844.343750 Penalty: 2904.937744
	Iteration 6Q: 3 clusters Score -454844.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -454982.156250 Penalty: 2904.937744
	Iteration 7Q: 3 clusters Score -454982.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -455162.281250 Penalty: 2904.937744
	Iteration 8Q: 3 clusters Score -455162.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -455362.125000 Penalty: 2904.937744
	Iteration 9Q: 3 clusters Score -455362.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -455603.468750 Penalty: 2904.937744
	Iteration 10Q: 3 clusters Score -455603.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -455817.187500 Penalty: 2904.937744
	Iteration 11Q: 3 clusters Score -455817.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -456011.875000 Penalty: 2904.937744
	Iteration 12Q: 3 clusters Score -456011.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -456188.156250 Penalty: 2904.937744
	Iteration 13Q: 3 clusters Score -456188.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -456352.031250 Penalty: 2904.937744
	Iteration 14Q: 3 clusters Score -456352 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -456489.187500 Penalty: 2904.937744
	Iteration 15Q: 3 clusters Score -456489.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -456598.875000 Penalty: 2904.937744
	Iteration 16Q: 3 clusters Score -456598.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -456686.687500 Penalty: 2904.937744
	Iteration 17Q: 3 clusters Score -456686.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -456728.125000 Penalty: 2904.937744
	Iteration 18Q: 3 clusters Score -456728.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -456761.343750 Penalty: 2904.937744
	Iteration 19Q: 3 clusters Score -456761.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -456791.500000 Penalty: 2904.937744
	Iteration 20F: 3 clusters Score -456791.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -456818.156250 Penalty: 2904.937744
	Iteration 21Q: 3 clusters Score -456818.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -456857.562500 Penalty: 2904.937744
	Iteration 22Q: 3 clusters Score -456857.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -456888.968750 Penalty: 2904.937744
	Iteration 23Q: 3 clusters Score -456889 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -456916.312500 Penalty: 2904.937744
	Iteration 24Q: 3 clusters Score -456916.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -456943.531250 Penalty: 2904.937744
	Iteration 25Q: 3 clusters Score -456943.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -456970.843750 Penalty: 2904.937744
	Iteration 26Q: 3 clusters Score -456970.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -456998.125000 Penalty: 2904.937744
	Iteration 27Q: 3 clusters Score -456998.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -457015.718750 Penalty: 2904.937744
	Iteration 28Q: 3 clusters Score -457015.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -457031.718750 Penalty: 2904.937744
	Iteration 29Q: 3 clusters Score -457031.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -457052.093750 Penalty: 2904.937744
	Iteration 30Q: 3 clusters Score -457052.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -457063.250000 Penalty: 2904.937744
	Iteration 31Q: 3 clusters Score -457063.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -457069.062500 Penalty: 2904.937744
	Iteration 32Q: 3 clusters Score -457069.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -457074.625000 Penalty: 2904.937744
	Iteration 33Q: 3 clusters Score -457074.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -457076.125000 Penalty: 2904.937744
	Iteration 34Q: 3 clusters Score -457076.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -457078.312500 Penalty: 2904.937744
	Iteration 35Q: 3 clusters Score -457078.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -457080.062500 Penalty: 2904.937744
	Iteration 36Q: 3 clusters Score -457080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -457081.875000 Penalty: 2904.937744
	Iteration 37Q: 3 clusters Score -457081.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -457086.656250 Penalty: 2904.937744
	Iteration 38Q: 3 clusters Score -457086.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -457090.093750 Penalty: 2904.937744
	Iteration 39Q: 3 clusters Score -457090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -457091.781250 Penalty: 2904.937744
	Iteration 40F: 3 clusters Score -457091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -457092.593750 Penalty: 2904.937744
	Iteration 41Q: 3 clusters Score -457092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -457093.093750 Penalty: 2904.937744
	Iteration 42Q: 3 clusters Score -457093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -457093.343750 Penalty: 2904.937744
	Iteration 43Q: 3 clusters Score -457093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -457094.281250 Penalty: 2904.937744
	Iteration 44Q: 3 clusters Score -457094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -457094.281250 Penalty: 2904.937744
	Iteration 45Q: 3 clusters Score -457094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -457096.125000 Penalty: 2904.937744
	Iteration 46Q: 3 clusters Score -457096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -457096.812500 Penalty: 2904.937744
	Iteration 47Q: 3 clusters Score -457096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -457096.656250 Penalty: 2904.937744
	Iteration 48Q: 3 clusters Score -457096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -457097.562500 Penalty: 2904.937744
	Iteration 49Q: 3 clusters Score -457097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -457097.656250 Penalty: 2904.937744
	Iteration 50Q: 3 clusters Score -457097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -457097.718750 Penalty: 2904.937744
	Iteration 51Q: 3 clusters Score -457097.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -457097.718750 Penalty: 2904.937744
	Iteration 52F: 3 clusters Score -457097.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Entering Unmasked Estep 
Score: -6384255.500000 Penalty: 1876.547363
	Iteration 0F: 2 clusters Score -6384256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -6314784.500000 Penalty: 3753.094727
	Iteration 0F: 3 clusters Score -6314784 nChanged 49643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -6343677.500000 Penalty: 3753.094727
	Iteration 1F: 3 clusters Score -6343678 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -6344398.000000 Penalty: 3753.094727
	Iteration 2Q: 3 clusters Score -6344398 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -6345283.000000 Penalty: 3753.094727
	Iteration 3Q: 3 clusters Score -6345283 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -6346524.000000 Penalty: 3753.094727
	Iteration 4Q: 3 clusters Score -6346524 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -6348465.000000 Penalty: 3753.094727
	Iteration 5Q: 3 clusters Score -6348465 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -6351357.000000 Penalty: 3753.094727
	Iteration 6F: 3 clusters Score -6351357 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -6355645.000000 Penalty: 3753.094727
	Iteration 7F: 3 clusters Score -6355645 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -6361213.500000 Penalty: 3753.094727
	Iteration 8F: 3 clusters Score -6361214 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -6367346.000000 Penalty: 3753.094727
	Iteration 9F: 3 clusters Score -6367346 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -6372886.500000 Penalty: 3753.094727
	Iteration 10F: 3 clusters Score -6372886 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 96094 members 
Entering Unmasked Estep 
Score: -6376991.000000 Penalty: 3753.094727
	Iteration 11Q: 3 clusters Score -6376991 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -6379645.500000 Penalty: 3753.094727
	Iteration 12Q: 3 clusters Score -6379646 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -6381058.500000 Penalty: 3753.094727
	Iteration 13Q: 3 clusters Score -6381058 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 102188 members 
Entering Unmasked Estep 
Score: -6381798.000000 Penalty: 3753.094727
	Iteration 14Q: 3 clusters Score -6381798 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 102707 members 
Entering Unmasked Estep 
Score: -6382183.500000 Penalty: 3753.094727
	Iteration 15Q: 3 clusters Score -6382184 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 102965 members 
Entering Unmasked Estep 
Score: -6382404.000000 Penalty: 3753.094727
	Iteration 16Q: 3 clusters Score -6382404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -6382525.500000 Penalty: 3753.094727
	Iteration 17Q: 3 clusters Score -6382526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 103147 members 
Entering Unmasked Estep 
Score: -6382574.000000 Penalty: 3753.094727
	Iteration 18Q: 3 clusters Score -6382574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 103176 members 
Entering Unmasked Estep 
Score: -6382586.000000 Penalty: 3753.094727
	Iteration 19Q: 3 clusters Score -6382586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -6382594.500000 Penalty: 3753.094727
	Iteration 20F: 3 clusters Score -6382594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 103208 members 
Entering Unmasked Estep 
Score: -6382607.000000 Penalty: 3753.094727
	Iteration 21Q: 3 clusters Score -6382607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -6382607.000000 Penalty: 3753.094727
	Iteration 22Q: 3 clusters Score -6382607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 103224 members 
Entering Unmasked Estep 
Score: -6382613.500000 Penalty: 3753.094727
	Iteration 23Q: 3 clusters Score -6382614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -6382623.000000 Penalty: 3753.094727
	Iteration 24Q: 3 clusters Score -6382623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -6382623.000000 Penalty: 3753.094727
	Iteration 25Q: 3 clusters Score -6382623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 103233 members 
Entering Unmasked Estep 
Score: -6382626.000000 Penalty: 3753.094727
	Iteration 26Q: 3 clusters Score -6382626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 103235 members 
Entering Unmasked Estep 
Score: -6382629.000000 Penalty: 3753.094727
	Iteration 27Q: 3 clusters Score -6382629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -6382627.000000 Penalty: 3753.094727
	Iteration 28Q: 3 clusters Score -6382627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -6382636.500000 Penalty: 3753.094727
	Iteration 29Q: 3 clusters Score -6382636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 103243 members 
Entering Unmasked Estep 
Score: -6382638.000000 Penalty: 3753.094727
	Iteration 30Q: 3 clusters Score -6382638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 103244 members 
Entering Unmasked Estep 
Score: -6382633.500000 Penalty: 3753.094727
	Iteration 31Q: 3 clusters Score -6382634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -6382638.000000 Penalty: 3753.094727
	Iteration 32Q: 3 clusters Score -6382638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -6382638.000000 Penalty: 3753.094727
	Iteration 33F: 3 clusters Score -6382638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Entering Unmasked Estep 
Score: -1497147.625000 Penalty: 1638.801636
	Iteration 0F: 2 clusters Score -1497148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1480912.125000 Penalty: 3277.603271
	Iteration 0F: 3 clusters Score -1480912 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1486928.125000 Penalty: 3277.603271
	Iteration 1F: 3 clusters Score -1486928 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1487284.625000 Penalty: 3277.603271
	Iteration 2Q: 3 clusters Score -1487285 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1487626.750000 Penalty: 3277.603271
	Iteration 3Q: 3 clusters Score -1487627 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1488028.125000 Penalty: 3277.603271
	Iteration 4Q: 3 clusters Score -1488028 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1488505.625000 Penalty: 3277.603271
	Iteration 5Q: 3 clusters Score -1488506 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1489043.250000 Penalty: 3277.603271
	Iteration 6Q: 3 clusters Score -1489043 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1489687.500000 Penalty: 3277.603271
	Iteration 7F: 3 clusters Score -1489688 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1490425.000000 Penalty: 3277.603271
	Iteration 8F: 3 clusters Score -1490425 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1491353.250000 Penalty: 3277.603271
	Iteration 9F: 3 clusters Score -1491353 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1492294.000000 Penalty: 3277.603271
	Iteration 10F: 3 clusters Score -1492294 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1493072.500000 Penalty: 3277.603271
	Iteration 11Q: 3 clusters Score -1493072 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1493590.375000 Penalty: 3277.603271
	Iteration 12Q: 3 clusters Score -1493590 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1493941.125000 Penalty: 3277.603271
	Iteration 13Q: 3 clusters Score -1493941 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1494224.250000 Penalty: 3277.603271
	Iteration 14Q: 3 clusters Score -1494224 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -1494432.625000 Penalty: 3277.603271
	Iteration 15Q: 3 clusters Score -1494433 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1494575.750000 Penalty: 3277.603271
	Iteration 16Q: 3 clusters Score -1494576 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1494691.125000 Penalty: 3277.603271
	Iteration 17Q: 3 clusters Score -1494691 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1494775.375000 Penalty: 3277.603271
	Iteration 18Q: 3 clusters Score -1494775 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -1494847.500000 Penalty: 3277.603271
	Iteration 19Q: 3 clusters Score -1494848 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -1494920.250000 Penalty: 3277.603271
	Iteration 20F: 3 clusters Score -1494920 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -1494990.500000 Penalty: 3277.603271
	Iteration 21Q: 3 clusters Score -1494990 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -1495067.250000 Penalty: 3277.603271
	Iteration 22Q: 3 clusters Score -1495067 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -1495131.250000 Penalty: 3277.603271
	Iteration 23Q: 3 clusters Score -1495131 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -1495183.625000 Penalty: 3277.603271
	Iteration 24Q: 3 clusters Score -1495184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -1495246.125000 Penalty: 3277.603271
	Iteration 25Q: 3 clusters Score -1495246 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -1495299.375000 Penalty: 3277.603271
	Iteration 26Q: 3 clusters Score -1495299 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -1495344.125000 Penalty: 3277.603271
	Iteration 27Q: 3 clusters Score -1495344 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -1495381.625000 Penalty: 3277.603271
	Iteration 28Q: 3 clusters Score -1495382 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -1495408.875000 Penalty: 3277.603271
	Iteration 29Q: 3 clusters Score -1495409 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -1495449.250000 Penalty: 3277.603271
	Iteration 30Q: 3 clusters Score -1495449 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -1495476.500000 Penalty: 3277.603271
	Iteration 31Q: 3 clusters Score -1495476 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -1495507.250000 Penalty: 3277.603271
	Iteration 32Q: 3 clusters Score -1495507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -1495529.750000 Penalty: 3277.603271
	Iteration 33Q: 3 clusters Score -1495530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -1495549.375000 Penalty: 3277.603271
	Iteration 34Q: 3 clusters Score -1495549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -1495567.625000 Penalty: 3277.603271
	Iteration 35Q: 3 clusters Score -1495568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -1495586.875000 Penalty: 3277.603271
	Iteration 36Q: 3 clusters Score -1495587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -1495601.250000 Penalty: 3277.603271
	Iteration 37Q: 3 clusters Score -1495601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -1495613.375000 Penalty: 3277.603271
	Iteration 38Q: 3 clusters Score -1495613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -1495621.125000 Penalty: 3277.603271
	Iteration 39Q: 3 clusters Score -1495621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -1495630.125000 Penalty: 3277.603271
	Iteration 40F: 3 clusters Score -1495630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -1495655.125000 Penalty: 3277.603271
	Iteration 41Q: 3 clusters Score -1495655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -1495663.750000 Penalty: 3277.603271
	Iteration 42Q: 3 clusters Score -1495664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -1495672.000000 Penalty: 3277.603271
	Iteration 43Q: 3 clusters Score -1495672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -1495675.375000 Penalty: 3277.603271
	Iteration 44Q: 3 clusters Score -1495675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -1495679.750000 Penalty: 3277.603271
	Iteration 45Q: 3 clusters Score -1495680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -1495686.625000 Penalty: 3277.603271
	Iteration 46Q: 3 clusters Score -1495687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -1495688.250000 Penalty: 3277.603271
	Iteration 47Q: 3 clusters Score -1495688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -1495694.375000 Penalty: 3277.603271
	Iteration 48Q: 3 clusters Score -1495694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -1495696.750000 Penalty: 3277.603271
	Iteration 49Q: 3 clusters Score -1495697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -1495699.875000 Penalty: 3277.603271
	Iteration 50Q: 3 clusters Score -1495700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -1495704.625000 Penalty: 3277.603271
	Iteration 51Q: 3 clusters Score -1495705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -1495704.500000 Penalty: 3277.603271
	Iteration 52Q: 3 clusters Score -1495704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -1495702.875000 Penalty: 3277.603271
	Iteration 53Q: 3 clusters Score -1495703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -1495704.750000 Penalty: 3277.603271
	Iteration 54Q: 3 clusters Score -1495705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -1495707.875000 Penalty: 3277.603271
	Iteration 55Q: 3 clusters Score -1495708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -1495712.625000 Penalty: 3277.603271
	Iteration 56Q: 3 clusters Score -1495713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -1495713.500000 Penalty: 3277.603271
	Iteration 57Q: 3 clusters Score -1495714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -1495712.375000 Penalty: 3277.603271
	Iteration 58Q: 3 clusters Score -1495712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -1495710.500000 Penalty: 3277.603271
	Iteration 59Q: 3 clusters Score -1495710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -1495714.750000 Penalty: 3277.603271
	Iteration 60F: 3 clusters Score -1495715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -1495717.375000 Penalty: 3277.603271
	Iteration 61Q: 3 clusters Score -1495717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1495717.625000 Penalty: 3277.603271
	Iteration 62Q: 3 clusters Score -1495718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -1495718.875000 Penalty: 3277.603271
	Iteration 63Q: 3 clusters Score -1495719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -1495720.250000 Penalty: 3277.603271
	Iteration 64Q: 3 clusters Score -1495720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -1495721.375000 Penalty: 3277.603271
	Iteration 65Q: 3 clusters Score -1495721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -1495721.375000 Penalty: 3277.603271
	Iteration 66F: 3 clusters Score -1495721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -283148.281250 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -283148.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -279376.781250 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -279376.8 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -280457.687500 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -280457.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -280799.718750 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -280799.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -281127.343750 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -281127.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -281384.781250 Penalty: 2749.358398
	Iteration 4F: 3 clusters Score -281384.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -281600.593750 Penalty: 2749.358398
	Iteration 5F: 3 clusters Score -281600.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -281783.656250 Penalty: 2749.358398
	Iteration 6F: 3 clusters Score -281783.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -281953.093750 Penalty: 2749.358398
	Iteration 7Q: 3 clusters Score -281953.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -282082.468750 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -282082.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -282167.718750 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -282167.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -282250.781250 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -282250.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -282309.375000 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -282309.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -282367.875000 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -282367.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -282413.281250 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -282413.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -282459.656250 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -282459.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -282494.187500 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -282494.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -282526.093750 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -282526.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -282544.906250 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -282544.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -282565.000000 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -282565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -282578.156250 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -282578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -282585.031250 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -282585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -282590.968750 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -282591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -282596.500000 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -282596.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -282599.187500 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -282599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -282601.593750 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -282601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -282606.937500 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -282606.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -282612.062500 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -282612.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -282620.656250 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -282620.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -282626.906250 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -282626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -282629.250000 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -282629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -282630.937500 Penalty: 2749.358398
	Iteration 30Q: 3 clusters Score -282630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -282631.937500 Penalty: 2749.358398
	Iteration 31Q: 3 clusters Score -282631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -282632.812500 Penalty: 2749.358398
	Iteration 32Q: 3 clusters Score -282632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -282634.906250 Penalty: 2749.358398
	Iteration 33Q: 3 clusters Score -282634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -282637.156250 Penalty: 2749.358398
	Iteration 34Q: 3 clusters Score -282637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -282637.593750 Penalty: 2749.358398
	Iteration 35Q: 3 clusters Score -282637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -282638.812500 Penalty: 2749.358398
	Iteration 36Q: 3 clusters Score -282638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -282638.812500 Penalty: 2749.358398
	Iteration 37F: 3 clusters Score -282638.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -343255.718750 Penalty: 1408.442017
	Iteration 0F: 2 clusters Score -343255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -338764.062500 Penalty: 2816.884033
	Iteration 0F: 3 clusters Score -338764.1 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -339999.031250 Penalty: 2816.884033
	Iteration 1F: 3 clusters Score -339999 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -340214.281250 Penalty: 2816.884033
	Iteration 2F: 3 clusters Score -340214.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -340383.500000 Penalty: 2816.884033
	Iteration 3F: 3 clusters Score -340383.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -340539.750000 Penalty: 2816.884033
	Iteration 4Q: 3 clusters Score -340539.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -340676.875000 Penalty: 2816.884033
	Iteration 5Q: 3 clusters Score -340676.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -340804.937500 Penalty: 2816.884033
	Iteration 6Q: 3 clusters Score -340804.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -340949.906250 Penalty: 2816.884033
	Iteration 7Q: 3 clusters Score -340949.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -341110.531250 Penalty: 2816.884033
	Iteration 8Q: 3 clusters Score -341110.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -341277.875000 Penalty: 2816.884033
	Iteration 9Q: 3 clusters Score -341277.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -341426.968750 Penalty: 2816.884033
	Iteration 10Q: 3 clusters Score -341427 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -341556.343750 Penalty: 2816.884033
	Iteration 11Q: 3 clusters Score -341556.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -341655.375000 Penalty: 2816.884033
	Iteration 12Q: 3 clusters Score -341655.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -341728.093750 Penalty: 2816.884033
	Iteration 13Q: 3 clusters Score -341728.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -341799.093750 Penalty: 2816.884033
	Iteration 14Q: 3 clusters Score -341799.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -341855.312500 Penalty: 2816.884033
	Iteration 15Q: 3 clusters Score -341855.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -341899.562500 Penalty: 2816.884033
	Iteration 16Q: 3 clusters Score -341899.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -341950.093750 Penalty: 2816.884033
	Iteration 17Q: 3 clusters Score -341950.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -342001.562500 Penalty: 2816.884033
	Iteration 18Q: 3 clusters Score -342001.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -342057.937500 Penalty: 2816.884033
	Iteration 19Q: 3 clusters Score -342057.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -342121.968750 Penalty: 2816.884033
	Iteration 20F: 3 clusters Score -342122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -342184.968750 Penalty: 2816.884033
	Iteration 21Q: 3 clusters Score -342185 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -342234.968750 Penalty: 2816.884033
	Iteration 22Q: 3 clusters Score -342235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -342270.406250 Penalty: 2816.884033
	Iteration 23Q: 3 clusters Score -342270.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -342300.406250 Penalty: 2816.884033
	Iteration 24Q: 3 clusters Score -342300.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -342326.031250 Penalty: 2816.884033
	Iteration 25Q: 3 clusters Score -342326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -342341.093750 Penalty: 2816.884033
	Iteration 26Q: 3 clusters Score -342341.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -342348.250000 Penalty: 2816.884033
	Iteration 27Q: 3 clusters Score -342348.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -342354.906250 Penalty: 2816.884033
	Iteration 28Q: 3 clusters Score -342354.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -342360.437500 Penalty: 2816.884033
	Iteration 29Q: 3 clusters Score -342360.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -342363.218750 Penalty: 2816.884033
	Iteration 30Q: 3 clusters Score -342363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -342365.750000 Penalty: 2816.884033
	Iteration 31Q: 3 clusters Score -342365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -342366.968750 Penalty: 2816.884033
	Iteration 32Q: 3 clusters Score -342367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -342368.218750 Penalty: 2816.884033
	Iteration 33Q: 3 clusters Score -342368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -342372.406250 Penalty: 2816.884033
	Iteration 34Q: 3 clusters Score -342372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -342375.625000 Penalty: 2816.884033
	Iteration 35Q: 3 clusters Score -342375.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -342376.656250 Penalty: 2816.884033
	Iteration 36Q: 3 clusters Score -342376.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -342378.000000 Penalty: 2816.884033
	Iteration 37Q: 3 clusters Score -342378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -342378.625000 Penalty: 2816.884033
	Iteration 38Q: 3 clusters Score -342378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -342379.187500 Penalty: 2816.884033
	Iteration 39Q: 3 clusters Score -342379.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -342379.187500 Penalty: 2816.884033
	Iteration 40F: 3 clusters Score -342379.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -110801.726562 Penalty: 1238.205200
	Iteration 0F: 2 clusters Score -110801.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -108669.906250 Penalty: 2476.410400
	Iteration 0F: 3 clusters Score -108669.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -109112.164062 Penalty: 2476.410400
	Iteration 1F: 3 clusters Score -109112.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -109257.289062 Penalty: 2476.410400
	Iteration 2F: 3 clusters Score -109257.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -109354.609375 Penalty: 2476.410400
	Iteration 3F: 3 clusters Score -109354.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -109429.343750 Penalty: 2476.410400
	Iteration 4Q: 3 clusters Score -109429.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -109491.984375 Penalty: 2476.410400
	Iteration 5Q: 3 clusters Score -109492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -109535.718750 Penalty: 2476.410400
	Iteration 6Q: 3 clusters Score -109535.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -109572.226562 Penalty: 2476.410400
	Iteration 7Q: 3 clusters Score -109572.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -109603.906250 Penalty: 2476.410400
	Iteration 8Q: 3 clusters Score -109603.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -109632.710938 Penalty: 2476.410400
	Iteration 9Q: 3 clusters Score -109632.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -109657.609375 Penalty: 2476.410400
	Iteration 10Q: 3 clusters Score -109657.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -109683.664062 Penalty: 2476.410400
	Iteration 11Q: 3 clusters Score -109683.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -109704.546875 Penalty: 2476.410400
	Iteration 12Q: 3 clusters Score -109704.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -109720.500000 Penalty: 2476.410400
	Iteration 13Q: 3 clusters Score -109720.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -109736.812500 Penalty: 2476.410400
	Iteration 14Q: 3 clusters Score -109736.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -109750.890625 Penalty: 2476.410400
	Iteration 15Q: 3 clusters Score -109750.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -109759.562500 Penalty: 2476.410400
	Iteration 16Q: 3 clusters Score -109759.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -109770.609375 Penalty: 2476.410400
	Iteration 17Q: 3 clusters Score -109770.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -109777.750000 Penalty: 2476.410400
	Iteration 18Q: 3 clusters Score -109777.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -109789.875000 Penalty: 2476.410400
	Iteration 19Q: 3 clusters Score -109789.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -109803.695312 Penalty: 2476.410400
	Iteration 20F: 3 clusters Score -109803.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -109822.343750 Penalty: 2476.410400
	Iteration 21Q: 3 clusters Score -109822.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -109835.968750 Penalty: 2476.410400
	Iteration 22Q: 3 clusters Score -109836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -109849.671875 Penalty: 2476.410400
	Iteration 23Q: 3 clusters Score -109849.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -109859.335938 Penalty: 2476.410400
	Iteration 24Q: 3 clusters Score -109859.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -109874.867188 Penalty: 2476.410400
	Iteration 25Q: 3 clusters Score -109874.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -109893.210938 Penalty: 2476.410400
	Iteration 26Q: 3 clusters Score -109893.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -109905.359375 Penalty: 2476.410400
	Iteration 27Q: 3 clusters Score -109905.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -109920.265625 Penalty: 2476.410400
	Iteration 28Q: 3 clusters Score -109920.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -109935.695312 Penalty: 2476.410400
	Iteration 29Q: 3 clusters Score -109935.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -109955.867188 Penalty: 2476.410400
	Iteration 30Q: 3 clusters Score -109955.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -109968.843750 Penalty: 2476.410400
	Iteration 31Q: 3 clusters Score -109968.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -109980.546875 Penalty: 2476.410400
	Iteration 32Q: 3 clusters Score -109980.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -109996.328125 Penalty: 2476.410400
	Iteration 33Q: 3 clusters Score -109996.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -110012.812500 Penalty: 2476.410400
	Iteration 34Q: 3 clusters Score -110012.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -110026.468750 Penalty: 2476.410400
	Iteration 35Q: 3 clusters Score -110026.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -110049.460938 Penalty: 2476.410400
	Iteration 36Q: 3 clusters Score -110049.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -110076.835938 Penalty: 2476.410400
	Iteration 37Q: 3 clusters Score -110076.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -110096.609375 Penalty: 2476.410400
	Iteration 38Q: 3 clusters Score -110096.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -110112.992188 Penalty: 2476.410400
	Iteration 39Q: 3 clusters Score -110113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -110126.125000 Penalty: 2476.410400
	Iteration 40F: 3 clusters Score -110126.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -110134.617188 Penalty: 2476.410400
	Iteration 41Q: 3 clusters Score -110134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -110141.242188 Penalty: 2476.410400
	Iteration 42Q: 3 clusters Score -110141.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -110150.703125 Penalty: 2476.410400
	Iteration 43Q: 3 clusters Score -110150.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -110158.335938 Penalty: 2476.410400
	Iteration 44Q: 3 clusters Score -110158.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -110163.546875 Penalty: 2476.410400
	Iteration 45Q: 3 clusters Score -110163.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -110168.304688 Penalty: 2476.410400
	Iteration 46Q: 3 clusters Score -110168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -110170.531250 Penalty: 2476.410400
	Iteration 47Q: 3 clusters Score -110170.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -110175.890625 Penalty: 2476.410400
	Iteration 48Q: 3 clusters Score -110175.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -110179.453125 Penalty: 2476.410400
	Iteration 49Q: 3 clusters Score -110179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -110185.414062 Penalty: 2476.410400
	Iteration 50Q: 3 clusters Score -110185.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -110192.851562 Penalty: 2476.410400
	Iteration 51Q: 3 clusters Score -110192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -110198.023438 Penalty: 2476.410400
	Iteration 52Q: 3 clusters Score -110198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -110200.468750 Penalty: 2476.410400
	Iteration 53Q: 3 clusters Score -110200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -110201.843750 Penalty: 2476.410400
	Iteration 54Q: 3 clusters Score -110201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -110202.351562 Penalty: 2476.410400
	Iteration 55Q: 3 clusters Score -110202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -110202.351562 Penalty: 2476.410400
	Iteration 56F: 3 clusters Score -110202.4 nChanged 0
--- Evaluating fit on full set of 1375465 points ---
Entering Unmasked Estep 
Score: -80571824.000000 Penalty: 50530.128906
24->23 Clusters: Score -80571824.000000, best is -80964240.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 458488 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 19279 members 
Mstep: Class 3 contains 19066 members 
Mstep: Class 4 contains 18909 members 
Mstep: Class 5 contains 19100 members 
Mstep: Class 6 contains 18851 members 
Mstep: Class 7 contains 19305 members 
Mstep: Class 8 contains 19118 members 
Mstep: Class 9 contains 19094 members 
Mstep: Class 10 contains 19188 members 
Mstep: Class 11 contains 19219 members 
Mstep: Class 12 contains 18900 members 
Mstep: Class 13 contains 19290 members 
Mstep: Class 14 contains 19162 members 
Mstep: Class 15 contains 19055 members 
Mstep: Class 16 contains 19175 members 
Mstep: Class 17 contains 19256 members 
Mstep: Class 18 contains 19054 members 
Mstep: Class 19 contains 18978 members 
Mstep: Class 20 contains 19009 members 
Mstep: Class 21 contains 19178 members 
Mstep: Class 22 contains 19087 members 
Mstep: Class 23 contains 19240 members 
Mstep: Class 24 contains 18878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 755.854004 but Gain 2118.296875
Score: -24905054.000000 Penalty: 48720.890625
Iteration 0F: 24 clusters Score -2.490505e+07 nChanged 434561
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 22105 members 
Mstep: Class 3 contains 16901 members 
Mstep: Class 4 contains 15966 members 
Mstep: Class 5 contains 18804 members 
Mstep: Class 6 contains 14924 members 
Mstep: Class 7 contains 26812 members 
Mstep: Class 8 contains 20257 members 
Mstep: Class 9 contains 15544 members 
Mstep: Class 10 contains 19869 members 
Mstep: Class 11 contains 17617 members 
Mstep: Class 12 contains 14622 members 
Mstep: Class 13 contains 13493 members 
Mstep: Class 14 contains 20425 members 
Mstep: Class 15 contains 28517 members 
Mstep: Class 16 contains 21168 members 
Mstep: Class 17 contains 28272 members 
Mstep: Class 18 contains 25356 members 
Mstep: Class 19 contains 14141 members 
Mstep: Class 20 contains 24549 members 
Mstep: Class 22 contains 16225 members 
Mstep: Class 23 contains 24876 members 
Mstep: Class 24 contains 14472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26132044.000000 Penalty: 48720.890625
Iteration 1F: 24 clusters Score -2.613204e+07 nChanged 151401
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 19218 members 
Mstep: Class 3 contains 16310 members 
Mstep: Class 4 contains 12320 members 
Mstep: Class 5 contains 14138 members 
Mstep: Class 6 contains 13458 members 
Mstep: Class 7 contains 33269 members 
Mstep: Class 8 contains 26081 members 
Mstep: Class 9 contains 15797 members 
Mstep: Class 10 contains 16129 members 
Mstep: Class 11 contains 16708 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 10768 members 
Mstep: Class 14 contains 17265 members 
Mstep: Class 15 contains 34792 members 
Mstep: Class 16 contains 25521 members 
Mstep: Class 17 contains 36930 members 
Mstep: Class 18 contains 24945 members 
Mstep: Class 19 contains 9359 members 
Mstep: Class 20 contains 23737 members 
Mstep: Class 22 contains 11723 members 
Mstep: Class 23 contains 26961 members 
Mstep: Class 24 contains 13286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26371130.000000 Penalty: 48720.890625
Iteration 2F: 24 clusters Score -2.637113e+07 nChanged 112103
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 18215 members 
Mstep: Class 3 contains 15963 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 10605 members 
Mstep: Class 6 contains 13495 members 
Mstep: Class 7 contains 37645 members 
Mstep: Class 8 contains 30780 members 
Mstep: Class 9 contains 20026 members 
Mstep: Class 10 contains 12670 members 
Mstep: Class 11 contains 14884 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 10806 members 
Mstep: Class 14 contains 14341 members 
Mstep: Class 15 contains 39453 members 
Mstep: Class 16 contains 28782 members 
Mstep: Class 17 contains 44258 members 
Mstep: Class 18 contains 22317 members 
Mstep: Class 19 contains 6747 members 
Mstep: Class 20 contains 19697 members 
Mstep: Class 22 contains 8635 members 
Mstep: Class 23 contains 26479 members 
Mstep: Class 24 contains 13403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26496744.000000 Penalty: 48720.890625
Iteration 3F: 24 clusters Score -2.649674e+07 nChanged 83724
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 18279 members 
Mstep: Class 3 contains 16466 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 8804 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 40561 members 
Mstep: Class 8 contains 33282 members 
Mstep: Class 9 contains 24901 members 
Mstep: Class 10 contains 10074 members 
Mstep: Class 11 contains 12429 members 
Mstep: Class 12 contains 9102 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 13038 members 
Mstep: Class 15 contains 43289 members 
Mstep: Class 16 contains 29730 members 
Mstep: Class 17 contains 50332 members 
Mstep: Class 18 contains 20074 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 15674 members 
Mstep: Class 22 contains 7126 members 
Mstep: Class 23 contains 24077 members 
Mstep: Class 24 contains 13682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26576410.000000 Penalty: 48720.890625
Iteration 4F: 24 clusters Score -2.657641e+07 nChanged 68507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 18513 members 
Mstep: Class 3 contains 18066 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 43164 members 
Mstep: Class 8 contains 34433 members 
Mstep: Class 9 contains 28391 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 9625 members 
Mstep: Class 12 contains 8641 members 
Mstep: Class 13 contains 11206 members 
Mstep: Class 14 contains 12643 members 
Mstep: Class 15 contains 47480 members 
Mstep: Class 16 contains 29342 members 
Mstep: Class 17 contains 55575 members 
Mstep: Class 18 contains 17808 members 
Mstep: Class 19 contains 4460 members 
Mstep: Class 20 contains 12351 members 
Mstep: Class 22 contains 6337 members 
Mstep: Class 23 contains 20936 members 
Mstep: Class 24 contains 13886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26635444.000000 Penalty: 48720.890625
Iteration 5F: 24 clusters Score -2.663544e+07 nChanged 59049
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 18495 members 
Mstep: Class 3 contains 19859 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 7980 members 
Mstep: Class 6 contains 11105 members 
Mstep: Class 7 contains 45818 members 
Mstep: Class 8 contains 34853 members 
Mstep: Class 9 contains 30864 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 8226 members 
Mstep: Class 13 contains 11038 members 
Mstep: Class 14 contains 12337 members 
Mstep: Class 15 contains 52655 members 
Mstep: Class 16 contains 28185 members 
Mstep: Class 17 contains 59411 members 
Mstep: Class 18 contains 15554 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 9566 members 
Mstep: Class 22 contains 5820 members 
Mstep: Class 23 contains 17658 members 
Mstep: Class 24 contains 13901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26683256.000000 Penalty: 48720.890625
Iteration 6F: 24 clusters Score -2.668326e+07 nChanged 51360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 18340 members 
Mstep: Class 3 contains 21365 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 10027 members 
Mstep: Class 7 contains 48161 members 
Mstep: Class 8 contains 34693 members 
Mstep: Class 9 contains 32708 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 10741 members 
Mstep: Class 14 contains 11826 members 
Mstep: Class 15 contains 58173 members 
Mstep: Class 16 contains 27325 members 
Mstep: Class 17 contains 61888 members 
Mstep: Class 18 contains 13562 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 7099 members 
Mstep: Class 22 contains 5446 members 
Mstep: Class 23 contains 14413 members 
Mstep: Class 24 contains 13874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26722486.000000 Penalty: 48720.890625
Iteration 7F: 24 clusters Score -2.672249e+07 nChanged 44509
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 18137 members 
Mstep: Class 3 contains 22581 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 8648 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 49826 members 
Mstep: Class 8 contains 33996 members 
Mstep: Class 9 contains 34068 members 
Mstep: Class 10 contains 8137 members 
Mstep: Class 11 contains 3516 members 
Mstep: Class 12 contains 7310 members 
Mstep: Class 13 contains 10322 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 63672 members 
Mstep: Class 16 contains 27102 members 
Mstep: Class 17 contains 63235 members 
Mstep: Class 18 contains 12013 members 
Mstep: Class 19 contains 3261 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 22 contains 5150 members 
Mstep: Class 23 contains 11309 members 
Mstep: Class 24 contains 13838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26754780.000000 Penalty: 48720.890625
Iteration 8F: 24 clusters Score -2.675478e+07 nChanged 38040
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 17899 members 
Mstep: Class 3 contains 23552 members 
Mstep: Class 4 contains 3791 members 
Mstep: Class 5 contains 9070 members 
Mstep: Class 6 contains 8075 members 
Mstep: Class 7 contains 50754 members 
Mstep: Class 8 contains 32734 members 
Mstep: Class 9 contains 35031 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 2434 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 9895 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 68732 members 
Mstep: Class 16 contains 27251 members 
Mstep: Class 17 contains 63594 members 
Mstep: Class 18 contains 10892 members 
Mstep: Class 19 contains 3136 members 
Mstep: Class 20 contains 3730 members 
Mstep: Class 22 contains 4974 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2057.963867 but Gain 2118.300781
Score: -26780338.000000 Penalty: 46602.589844
Iteration 9F: 23 clusters Score -2.678034e+07 nChanged 33808
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 17804 members 
Mstep: Class 3 contains 24339 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 7299 members 
Mstep: Class 7 contains 51401 members 
Mstep: Class 8 contains 31487 members 
Mstep: Class 9 contains 35724 members 
Mstep: Class 10 contains 8433 members 
Mstep: Class 12 contains 6807 members 
Mstep: Class 13 contains 9464 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 73836 members 
Mstep: Class 16 contains 27444 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 10012 members 
Mstep: Class 19 contains 3070 members 
Mstep: Class 20 contains 2803 members 
Mstep: Class 22 contains 4950 members 
Mstep: Class 23 contains 6672 members 
Mstep: Class 24 contains 13632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26801876.000000 Penalty: 46602.589844
Iteration 10F: 23 clusters Score -2.680188e+07 nChanged 27476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 17753 members 
Mstep: Class 3 contains 24957 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 50651 members 
Mstep: Class 8 contains 29666 members 
Mstep: Class 9 contains 36137 members 
Mstep: Class 10 contains 8377 members 
Mstep: Class 12 contains 6608 members 
Mstep: Class 13 contains 9027 members 
Mstep: Class 14 contains 8083 members 
Mstep: Class 15 contains 78537 members 
Mstep: Class 16 contains 27597 members 
Mstep: Class 17 contains 62409 members 
Mstep: Class 18 contains 9412 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 22 contains 5030 members 
Mstep: Class 23 contains 5207 members 
Mstep: Class 24 contains 13355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1935.336548 but Gain 2118.300781
Score: -26817534.000000 Penalty: 44484.289062
Iteration 11F: 22 clusters Score -2.681753e+07 nChanged 25214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 17715 members 
Mstep: Class 3 contains 25480 members 
Mstep: Class 4 contains 4185 members 
Mstep: Class 5 contains 10441 members 
Mstep: Class 6 contains 5995 members 
Mstep: Class 7 contains 49670 members 
Mstep: Class 8 contains 28004 members 
Mstep: Class 9 contains 36611 members 
Mstep: Class 10 contains 8226 members 
Mstep: Class 12 contains 6441 members 
Mstep: Class 13 contains 8570 members 
Mstep: Class 14 contains 7406 members 
Mstep: Class 15 contains 83892 members 
Mstep: Class 16 contains 27684 members 
Mstep: Class 17 contains 61339 members 
Mstep: Class 18 contains 9030 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 22 contains 5235 members 
Mstep: Class 23 contains 4173 members 
Mstep: Class 24 contains 13069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26832060.000000 Penalty: 44484.289062
Iteration 12F: 22 clusters Score -2.683206e+07 nChanged 20884
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 17615 members 
Mstep: Class 3 contains 25836 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 10900 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 47769 members 
Mstep: Class 8 contains 26408 members 
Mstep: Class 9 contains 36668 members 
Mstep: Class 10 contains 8015 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 8023 members 
Mstep: Class 14 contains 7046 members 
Mstep: Class 15 contains 88252 members 
Mstep: Class 16 contains 27674 members 
Mstep: Class 17 contains 60055 members 
Mstep: Class 18 contains 8866 members 
Mstep: Class 19 contains 3032 members 
Mstep: Class 22 contains 5461 members 
Mstep: Class 23 contains 3472 members 
Mstep: Class 24 contains 12873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26842750.000000 Penalty: 44484.289062
Iteration 13Q: 22 clusters Score -2.684275e+07 nChanged 18706
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 17513 members 
Mstep: Class 3 contains 26137 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 4896 members 
Mstep: Class 7 contains 45471 members 
Mstep: Class 8 contains 25069 members 
Mstep: Class 9 contains 36640 members 
Mstep: Class 10 contains 7759 members 
Mstep: Class 12 contains 6106 members 
Mstep: Class 13 contains 7398 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 92483 members 
Mstep: Class 16 contains 27647 members 
Mstep: Class 17 contains 58780 members 
Mstep: Class 18 contains 8770 members 
Mstep: Class 19 contains 3081 members 
Mstep: Class 22 contains 5698 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 12732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26851882.000000 Penalty: 44484.289062
Iteration 14Q: 22 clusters Score -2.685188e+07 nChanged 17198
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 17313 members 
Mstep: Class 3 contains 26405 members 
Mstep: Class 4 contains 4258 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 42926 members 
Mstep: Class 8 contains 24090 members 
Mstep: Class 9 contains 36539 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 6748 members 
Mstep: Class 14 contains 6865 members 
Mstep: Class 15 contains 96505 members 
Mstep: Class 16 contains 27556 members 
Mstep: Class 17 contains 57441 members 
Mstep: Class 18 contains 8744 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 22 contains 5936 members 
Mstep: Class 23 contains 2765 members 
Mstep: Class 24 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26860220.000000 Penalty: 44484.289062
Iteration 15Q: 22 clusters Score -2.686022e+07 nChanged 16016
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 17123 members 
Mstep: Class 3 contains 26660 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 40021 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 36393 members 
Mstep: Class 10 contains 7282 members 
Mstep: Class 12 contains 5843 members 
Mstep: Class 13 contains 6041 members 
Mstep: Class 14 contains 6945 members 
Mstep: Class 15 contains 100366 members 
Mstep: Class 16 contains 27341 members 
Mstep: Class 17 contains 56187 members 
Mstep: Class 18 contains 8699 members 
Mstep: Class 19 contains 3327 members 
Mstep: Class 22 contains 6142 members 
Mstep: Class 23 contains 2680 members 
Mstep: Class 24 contains 12486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26867874.000000 Penalty: 44484.289062
Iteration 16Q: 22 clusters Score -2.686787e+07 nChanged 14722
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 16865 members 
Mstep: Class 3 contains 26909 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 12724 members 
Mstep: Class 6 contains 3705 members 
Mstep: Class 7 contains 36880 members 
Mstep: Class 8 contains 23276 members 
Mstep: Class 9 contains 36263 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 12 contains 5704 members 
Mstep: Class 13 contains 5485 members 
Mstep: Class 14 contains 7049 members 
Mstep: Class 15 contains 104012 members 
Mstep: Class 16 contains 27068 members 
Mstep: Class 17 contains 54942 members 
Mstep: Class 18 contains 8574 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 22 contains 6289 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 12392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26873804.000000 Penalty: 44484.289062
Iteration 17Q: 22 clusters Score -2.68738e+07 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 16551 members 
Mstep: Class 3 contains 27223 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 13186 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 33532 members 
Mstep: Class 8 contains 23341 members 
Mstep: Class 9 contains 36136 members 
Mstep: Class 10 contains 6829 members 
Mstep: Class 12 contains 5580 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 107451 members 
Mstep: Class 16 contains 26718 members 
Mstep: Class 17 contains 53753 members 
Mstep: Class 18 contains 8331 members 
Mstep: Class 19 contains 3649 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 2784 members 
Mstep: Class 24 contains 12191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26878762.000000 Penalty: 44484.289062
Iteration 18Q: 22 clusters Score -2.687876e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 16275 members 
Mstep: Class 3 contains 27517 members 
Mstep: Class 4 contains 3906 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 3140 members 
Mstep: Class 7 contains 30055 members 
Mstep: Class 8 contains 23582 members 
Mstep: Class 9 contains 35985 members 
Mstep: Class 10 contains 6621 members 
Mstep: Class 12 contains 5449 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 7381 members 
Mstep: Class 15 contains 110662 members 
Mstep: Class 16 contains 26347 members 
Mstep: Class 17 contains 52782 members 
Mstep: Class 18 contains 8129 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 22 contains 6527 members 
Mstep: Class 23 contains 2912 members 
Mstep: Class 24 contains 12006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26883056.000000 Penalty: 44484.289062
Iteration 19Q: 22 clusters Score -2.688306e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 16006 members 
Mstep: Class 3 contains 27801 members 
Mstep: Class 4 contains 3824 members 
Mstep: Class 5 contains 13969 members 
Mstep: Class 6 contains 2939 members 
Mstep: Class 7 contains 26538 members 
Mstep: Class 8 contains 23934 members 
Mstep: Class 9 contains 35848 members 
Mstep: Class 10 contains 6430 members 
Mstep: Class 12 contains 5315 members 
Mstep: Class 13 contains 4590 members 
Mstep: Class 14 contains 7570 members 
Mstep: Class 15 contains 113666 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 51851 members 
Mstep: Class 18 contains 7910 members 
Mstep: Class 19 contains 4046 members 
Mstep: Class 22 contains 6582 members 
Mstep: Class 23 contains 3036 members 
Mstep: Class 24 contains 11836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26887666.000000 Penalty: 44484.289062
Iteration 20F: 22 clusters Score -2.688767e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 15742 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 3763 members 
Mstep: Class 5 contains 14225 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 23310 members 
Mstep: Class 8 contains 24313 members 
Mstep: Class 9 contains 35711 members 
Mstep: Class 10 contains 6285 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 3898 members 
Mstep: Class 14 contains 7721 members 
Mstep: Class 15 contains 116422 members 
Mstep: Class 16 contains 25434 members 
Mstep: Class 17 contains 50983 members 
Mstep: Class 18 contains 8144 members 
Mstep: Class 19 contains 4220 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 11729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26892084.000000 Penalty: 44484.289062
Iteration 21Q: 22 clusters Score -2.689208e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 15491 members 
Mstep: Class 3 contains 28324 members 
Mstep: Class 4 contains 3687 members 
Mstep: Class 5 contains 14408 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 20337 members 
Mstep: Class 8 contains 24622 members 
Mstep: Class 9 contains 35563 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 118835 members 
Mstep: Class 16 contains 24936 members 
Mstep: Class 17 contains 50229 members 
Mstep: Class 18 contains 8220 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 22 contains 6658 members 
Mstep: Class 23 contains 3583 members 
Mstep: Class 24 contains 11660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26896262.000000 Penalty: 44484.289062
Iteration 22Q: 22 clusters Score -2.689626e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 15283 members 
Mstep: Class 3 contains 28546 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 14555 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 17708 members 
Mstep: Class 8 contains 25001 members 
Mstep: Class 9 contains 35423 members 
Mstep: Class 10 contains 6225 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 2892 members 
Mstep: Class 14 contains 8062 members 
Mstep: Class 15 contains 120920 members 
Mstep: Class 16 contains 24367 members 
Mstep: Class 17 contains 49527 members 
Mstep: Class 18 contains 8251 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 22 contains 6664 members 
Mstep: Class 23 contains 3857 members 
Mstep: Class 24 contains 11576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26900496.000000 Penalty: 44484.289062
Iteration 23Q: 22 clusters Score -2.69005e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 15053 members 
Mstep: Class 3 contains 28732 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 5 contains 14659 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 15706 members 
Mstep: Class 8 contains 25365 members 
Mstep: Class 9 contains 35305 members 
Mstep: Class 10 contains 6291 members 
Mstep: Class 12 contains 4793 members 
Mstep: Class 13 contains 2483 members 
Mstep: Class 14 contains 8255 members 
Mstep: Class 15 contains 122482 members 
Mstep: Class 16 contains 23707 members 
Mstep: Class 17 contains 48918 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 4775 members 
Mstep: Class 22 contains 6646 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 11539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26904390.000000 Penalty: 44484.289062
Iteration 24Q: 22 clusters Score -2.690439e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 14855 members 
Mstep: Class 3 contains 28885 members 
Mstep: Class 4 contains 3528 members 
Mstep: Class 5 contains 14760 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 14355 members 
Mstep: Class 8 contains 25768 members 
Mstep: Class 9 contains 35153 members 
Mstep: Class 10 contains 6448 members 
Mstep: Class 12 contains 4676 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 8422 members 
Mstep: Class 15 contains 123535 members 
Mstep: Class 16 contains 22941 members 
Mstep: Class 17 contains 48392 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 22 contains 6603 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 11534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26907812.000000 Penalty: 44484.289062
Iteration 25Q: 22 clusters Score -2.690781e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 14685 members 
Mstep: Class 3 contains 29013 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 26199 members 
Mstep: Class 9 contains 34997 members 
Mstep: Class 10 contains 6677 members 
Mstep: Class 12 contains 4563 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 8565 members 
Mstep: Class 15 contains 124084 members 
Mstep: Class 16 contains 22171 members 
Mstep: Class 17 contains 47916 members 
Mstep: Class 18 contains 8004 members 
Mstep: Class 19 contains 5079 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26910350.000000 Penalty: 44484.289062
Iteration 26Q: 22 clusters Score -2.691035e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 14506 members 
Mstep: Class 3 contains 29115 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 14893 members 
Mstep: Class 6 contains 2414 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 26556 members 
Mstep: Class 9 contains 34851 members 
Mstep: Class 10 contains 6963 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 8706 members 
Mstep: Class 15 contains 124300 members 
Mstep: Class 16 contains 21384 members 
Mstep: Class 17 contains 47537 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 22 contains 6504 members 
Mstep: Class 23 contains 4640 members 
Mstep: Class 24 contains 11626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26912638.000000 Penalty: 44484.289062
Iteration 27Q: 22 clusters Score -2.691264e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 14361 members 
Mstep: Class 3 contains 29193 members 
Mstep: Class 4 contains 3417 members 
Mstep: Class 5 contains 14940 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26860 members 
Mstep: Class 9 contains 34713 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 12 contains 4346 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 8823 members 
Mstep: Class 15 contains 124241 members 
Mstep: Class 16 contains 20589 members 
Mstep: Class 17 contains 47212 members 
Mstep: Class 18 contains 7754 members 
Mstep: Class 19 contains 5332 members 
Mstep: Class 22 contains 6465 members 
Mstep: Class 23 contains 4715 members 
Mstep: Class 24 contains 11674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26914268.000000 Penalty: 44484.289062
Iteration 28Q: 22 clusters Score -2.691427e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 29275 members 
Mstep: Class 4 contains 3391 members 
Mstep: Class 5 contains 14969 members 
Mstep: Class 6 contains 2391 members 
Mstep: Class 7 contains 11930 members 
Mstep: Class 8 contains 27136 members 
Mstep: Class 9 contains 34554 members 
Mstep: Class 10 contains 7735 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 1750 members 
Mstep: Class 14 contains 8939 members 
Mstep: Class 15 contains 123957 members 
Mstep: Class 16 contains 19809 members 
Mstep: Class 17 contains 46931 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 5446 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 4754 members 
Mstep: Class 24 contains 11734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26915658.000000 Penalty: 44484.289062
Iteration 29Q: 22 clusters Score -2.691566e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 14122 members 
Mstep: Class 3 contains 29346 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 14982 members 
Mstep: Class 6 contains 2390 members 
Mstep: Class 7 contains 11606 members 
Mstep: Class 8 contains 27391 members 
Mstep: Class 9 contains 34389 members 
Mstep: Class 10 contains 8226 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 9050 members 
Mstep: Class 15 contains 123480 members 
Mstep: Class 16 contains 19114 members 
Mstep: Class 17 contains 46714 members 
Mstep: Class 18 contains 7579 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 22 contains 6395 members 
Mstep: Class 23 contains 4763 members 
Mstep: Class 24 contains 11797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26917196.000000 Penalty: 44484.289062
Iteration 30Q: 22 clusters Score -2.69172e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 14011 members 
Mstep: Class 3 contains 29447 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 15033 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 11345 members 
Mstep: Class 8 contains 27609 members 
Mstep: Class 9 contains 34205 members 
Mstep: Class 10 contains 8747 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 9137 members 
Mstep: Class 15 contains 122840 members 
Mstep: Class 16 contains 18478 members 
Mstep: Class 17 contains 46506 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 22 contains 6348 members 
Mstep: Class 23 contains 4747 members 
Mstep: Class 24 contains 11838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26918510.000000 Penalty: 44484.289062
Iteration 31Q: 22 clusters Score -2.691851e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 29541 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 15060 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 27814 members 
Mstep: Class 9 contains 34014 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 12 contains 4043 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 9242 members 
Mstep: Class 15 contains 122049 members 
Mstep: Class 16 contains 17924 members 
Mstep: Class 17 contains 46339 members 
Mstep: Class 18 contains 7456 members 
Mstep: Class 19 contains 5710 members 
Mstep: Class 22 contains 6322 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 11902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26920004.000000 Penalty: 44484.289062
Iteration 32Q: 22 clusters Score -2.692e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 29606 members 
Mstep: Class 4 contains 3313 members 
Mstep: Class 5 contains 15049 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 10909 members 
Mstep: Class 8 contains 27992 members 
Mstep: Class 9 contains 33787 members 
Mstep: Class 10 contains 9909 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 9328 members 
Mstep: Class 15 contains 121188 members 
Mstep: Class 16 contains 17457 members 
Mstep: Class 17 contains 46193 members 
Mstep: Class 18 contains 7396 members 
Mstep: Class 19 contains 5790 members 
Mstep: Class 22 contains 6307 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 12005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26921330.000000 Penalty: 44484.289062
Iteration 33Q: 22 clusters Score -2.692133e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 13643 members 
Mstep: Class 3 contains 29661 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 15035 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 10714 members 
Mstep: Class 8 contains 28191 members 
Mstep: Class 9 contains 33525 members 
Mstep: Class 10 contains 10454 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 1755 members 
Mstep: Class 14 contains 9386 members 
Mstep: Class 15 contains 120260 members 
Mstep: Class 16 contains 17056 members 
Mstep: Class 17 contains 46137 members 
Mstep: Class 18 contains 7349 members 
Mstep: Class 19 contains 5857 members 
Mstep: Class 22 contains 6299 members 
Mstep: Class 23 contains 4673 members 
Mstep: Class 24 contains 12098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26922644.000000 Penalty: 44484.289062
Iteration 34Q: 22 clusters Score -2.692264e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 13566 members 
Mstep: Class 3 contains 29735 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 15033 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 28399 members 
Mstep: Class 9 contains 33235 members 
Mstep: Class 10 contains 10915 members 
Mstep: Class 12 contains 3885 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 9430 members 
Mstep: Class 15 contains 119345 members 
Mstep: Class 16 contains 16662 members 
Mstep: Class 17 contains 46068 members 
Mstep: Class 18 contains 7281 members 
Mstep: Class 19 contains 5904 members 
Mstep: Class 22 contains 6288 members 
Mstep: Class 23 contains 4640 members 
Mstep: Class 24 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26923964.000000 Penalty: 44484.289062
Iteration 35Q: 22 clusters Score -2.692396e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 13486 members 
Mstep: Class 3 contains 29797 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 15014 members 
Mstep: Class 6 contains 2370 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 8 contains 28571 members 
Mstep: Class 9 contains 32977 members 
Mstep: Class 10 contains 11344 members 
Mstep: Class 12 contains 3839 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 9454 members 
Mstep: Class 15 contains 118519 members 
Mstep: Class 16 contains 16185 members 
Mstep: Class 17 contains 46051 members 
Mstep: Class 18 contains 7236 members 
Mstep: Class 19 contains 5945 members 
Mstep: Class 22 contains 6281 members 
Mstep: Class 23 contains 4623 members 
Mstep: Class 24 contains 12257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26925298.000000 Penalty: 44484.289062
Iteration 36Q: 22 clusters Score -2.69253e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 13418 members 
Mstep: Class 3 contains 29832 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 14997 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 10243 members 
Mstep: Class 8 contains 28736 members 
Mstep: Class 9 contains 32721 members 
Mstep: Class 10 contains 11701 members 
Mstep: Class 12 contains 3793 members 
Mstep: Class 13 contains 1807 members 
Mstep: Class 14 contains 9495 members 
Mstep: Class 15 contains 117723 members 
Mstep: Class 16 contains 15773 members 
Mstep: Class 17 contains 46082 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 4599 members 
Mstep: Class 24 contains 12355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26926426.000000 Penalty: 44484.289062
Iteration 37Q: 22 clusters Score -2.692643e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 13357 members 
Mstep: Class 3 contains 29845 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 14950 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 10115 members 
Mstep: Class 8 contains 28907 members 
Mstep: Class 9 contains 32471 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 12 contains 3750 members 
Mstep: Class 13 contains 1822 members 
Mstep: Class 14 contains 9525 members 
Mstep: Class 15 contains 117001 members 
Mstep: Class 16 contains 15351 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 7161 members 
Mstep: Class 19 contains 6026 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 4585 members 
Mstep: Class 24 contains 12451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26927196.000000 Penalty: 44484.289062
Iteration 38Q: 22 clusters Score -2.69272e+07 nChanged 3214
Entering ConstructFrom: 
Score: -26927196.000000 Penalty: 44484.289062
Entering ConstructFrom: 
Trying to split cluster 1 (82069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Entering Unmasked Estep 
Score: -5047495.000000 Penalty: 1838.738770
	Iteration 0F: 2 clusters Score -5047495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -4992806.500000 Penalty: 3677.477539
	Iteration 0F: 3 clusters Score -4992806 nChanged 38931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -5015706.000000 Penalty: 3677.477539
	Iteration 1F: 3 clusters Score -5015706 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -5016706.500000 Penalty: 3677.477539
	Iteration 2Q: 3 clusters Score -5016706 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -5018158.000000 Penalty: 3677.477539
	Iteration 3Q: 3 clusters Score -5018158 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5020638.500000 Penalty: 3677.477539
	Iteration 4F: 3 clusters Score -5020638 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -5024835.500000 Penalty: 3677.477539
	Iteration 5F: 3 clusters Score -5024836 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5030553.000000 Penalty: 3677.477539
	Iteration 6F: 3 clusters Score -5030553 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -5036451.500000 Penalty: 3677.477539
	Iteration 7F: 3 clusters Score -5036452 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -5040853.000000 Penalty: 3677.477539
	Iteration 8F: 3 clusters Score -5040853 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -5043408.000000 Penalty: 3677.477539
	Iteration 9Q: 3 clusters Score -5043408 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5044644.000000 Penalty: 3677.477539
	Iteration 10Q: 3 clusters Score -5044644 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5045196.000000 Penalty: 3677.477539
	Iteration 11Q: 3 clusters Score -5045196 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5045487.500000 Penalty: 3677.477539
	Iteration 12Q: 3 clusters Score -5045488 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5045617.500000 Penalty: 3677.477539
	Iteration 13Q: 3 clusters Score -5045618 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5045665.500000 Penalty: 3677.477539
	Iteration 14Q: 3 clusters Score -5045666 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5045736.500000 Penalty: 3677.477539
	Iteration 15Q: 3 clusters Score -5045736 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5045785.000000 Penalty: 3677.477539
	Iteration 16Q: 3 clusters Score -5045785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5045807.000000 Penalty: 3677.477539
	Iteration 17Q: 3 clusters Score -5045807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5045828.000000 Penalty: 3677.477539
	Iteration 18Q: 3 clusters Score -5045828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5045848.000000 Penalty: 3677.477539
	Iteration 19Q: 3 clusters Score -5045848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81068 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5045865.000000 Penalty: 3677.477539
	Iteration 20F: 3 clusters Score -5045865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5045878.500000 Penalty: 3677.477539
	Iteration 21Q: 3 clusters Score -5045878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5045884.500000 Penalty: 3677.477539
	Iteration 22Q: 3 clusters Score -5045884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5045899.500000 Penalty: 3677.477539
	Iteration 23Q: 3 clusters Score -5045900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5045895.500000 Penalty: 3677.477539
	Iteration 24Q: 3 clusters Score -5045896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5045903.500000 Penalty: 3677.477539
	Iteration 25Q: 3 clusters Score -5045904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5045910.000000 Penalty: 3677.477539
	Iteration 26Q: 3 clusters Score -5045910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5045912.000000 Penalty: 3677.477539
	Iteration 27Q: 3 clusters Score -5045912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5045916.000000 Penalty: 3677.477539
	Iteration 28Q: 3 clusters Score -5045916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5045930.500000 Penalty: 3677.477539
	Iteration 29Q: 3 clusters Score -5045930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5045935.000000 Penalty: 3677.477539
	Iteration 30Q: 3 clusters Score -5045935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5045923.000000 Penalty: 3677.477539
	Iteration 31Q: 3 clusters Score -5045923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5045929.000000 Penalty: 3677.477539
	Iteration 32Q: 3 clusters Score -5045929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5045926.500000 Penalty: 3677.477539
	Iteration 33Q: 3 clusters Score -5045926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5045929.000000 Penalty: 3677.477539
	Iteration 34Q: 3 clusters Score -5045929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5045930.000000 Penalty: 3677.477539
	Iteration 35Q: 3 clusters Score -5045930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5045934.000000 Penalty: 3677.477539
	Iteration 36Q: 3 clusters Score -5045934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5045933.500000 Penalty: 3677.477539
	Iteration 37Q: 3 clusters Score -5045934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5045933.000000 Penalty: 3677.477539
	Iteration 38Q: 3 clusters Score -5045933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5045931.000000 Penalty: 3677.477539
	Iteration 39Q: 3 clusters Score -5045931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5045933.500000 Penalty: 3677.477539
	Iteration 40F: 3 clusters Score -5045934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5045937.500000 Penalty: 3677.477539
	Iteration 41Q: 3 clusters Score -5045938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5045937.000000 Penalty: 3677.477539
	Iteration 42Q: 3 clusters Score -5045937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5045936.500000 Penalty: 3677.477539
	Iteration 43Q: 3 clusters Score -5045936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5045936.000000 Penalty: 3677.477539
	Iteration 44Q: 3 clusters Score -5045936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5045936.000000 Penalty: 3677.477539
	Iteration 45F: 3 clusters Score -5045936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Entering Unmasked Estep 
Score: -785444.750000 Penalty: 1542.997437
	Iteration 0F: 2 clusters Score -785444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -776099.062500 Penalty: 3085.994873
	Iteration 0F: 3 clusters Score -776099.1 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -779512.687500 Penalty: 3085.994873
	Iteration 1F: 3 clusters Score -779512.7 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -780011.812500 Penalty: 3085.994873
	Iteration 2F: 3 clusters Score -780011.8 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -780494.437500 Penalty: 3085.994873
	Iteration 3F: 3 clusters Score -780494.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -781026.875000 Penalty: 3085.994873
	Iteration 4F: 3 clusters Score -781026.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -781571.937500 Penalty: 3085.994873
	Iteration 5F: 3 clusters Score -781571.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -782085.250000 Penalty: 3085.994873
	Iteration 6F: 3 clusters Score -782085.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -782536.125000 Penalty: 3085.994873
	Iteration 7F: 3 clusters Score -782536.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -782962.875000 Penalty: 3085.994873
	Iteration 8Q: 3 clusters Score -782962.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -783313.375000 Penalty: 3085.994873
	Iteration 9Q: 3 clusters Score -783313.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -783527.375000 Penalty: 3085.994873
	Iteration 10Q: 3 clusters Score -783527.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -783647.250000 Penalty: 3085.994873
	Iteration 11Q: 3 clusters Score -783647.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -783716.312500 Penalty: 3085.994873
	Iteration 12Q: 3 clusters Score -783716.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -783762.062500 Penalty: 3085.994873
	Iteration 13Q: 3 clusters Score -783762.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -783794.750000 Penalty: 3085.994873
	Iteration 14Q: 3 clusters Score -783794.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -783819.312500 Penalty: 3085.994873
	Iteration 15Q: 3 clusters Score -783819.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -783839.062500 Penalty: 3085.994873
	Iteration 16Q: 3 clusters Score -783839.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -783852.937500 Penalty: 3085.994873
	Iteration 17Q: 3 clusters Score -783852.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -783865.312500 Penalty: 3085.994873
	Iteration 18Q: 3 clusters Score -783865.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -783871.875000 Penalty: 3085.994873
	Iteration 19Q: 3 clusters Score -783871.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -783880.937500 Penalty: 3085.994873
	Iteration 20F: 3 clusters Score -783880.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -783888.000000 Penalty: 3085.994873
	Iteration 21Q: 3 clusters Score -783888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -783897.125000 Penalty: 3085.994873
	Iteration 22Q: 3 clusters Score -783897.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -783903.125000 Penalty: 3085.994873
	Iteration 23Q: 3 clusters Score -783903.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -783904.875000 Penalty: 3085.994873
	Iteration 24Q: 3 clusters Score -783904.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -783908.625000 Penalty: 3085.994873
	Iteration 25Q: 3 clusters Score -783908.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -783915.812500 Penalty: 3085.994873
	Iteration 26Q: 3 clusters Score -783915.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -783920.375000 Penalty: 3085.994873
	Iteration 27Q: 3 clusters Score -783920.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -783926.187500 Penalty: 3085.994873
	Iteration 28Q: 3 clusters Score -783926.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -783930.125000 Penalty: 3085.994873
	Iteration 29Q: 3 clusters Score -783930.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -783931.750000 Penalty: 3085.994873
	Iteration 30Q: 3 clusters Score -783931.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -783933.812500 Penalty: 3085.994873
	Iteration 31Q: 3 clusters Score -783933.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -783934.437500 Penalty: 3085.994873
	Iteration 32Q: 3 clusters Score -783934.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -783936.562500 Penalty: 3085.994873
	Iteration 33Q: 3 clusters Score -783936.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -783937.312500 Penalty: 3085.994873
	Iteration 34Q: 3 clusters Score -783937.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -783938.937500 Penalty: 3085.994873
	Iteration 35Q: 3 clusters Score -783938.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -783940.812500 Penalty: 3085.994873
	Iteration 36Q: 3 clusters Score -783940.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -783942.250000 Penalty: 3085.994873
	Iteration 37Q: 3 clusters Score -783942.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -783946.187500 Penalty: 3085.994873
	Iteration 38Q: 3 clusters Score -783946.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -783945.062500 Penalty: 3085.994873
	Iteration 39Q: 3 clusters Score -783945.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -783946.250000 Penalty: 3085.994873
	Iteration 40F: 3 clusters Score -783946.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -783950.000000 Penalty: 3085.994873
	Iteration 41Q: 3 clusters Score -783950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -783952.437500 Penalty: 3085.994873
	Iteration 42Q: 3 clusters Score -783952.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -783957.250000 Penalty: 3085.994873
	Iteration 43Q: 3 clusters Score -783957.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -783957.875000 Penalty: 3085.994873
	Iteration 44Q: 3 clusters Score -783957.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -783959.437500 Penalty: 3085.994873
	Iteration 45Q: 3 clusters Score -783959.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -783964.125000 Penalty: 3085.994873
	Iteration 46Q: 3 clusters Score -783964.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -783966.187500 Penalty: 3085.994873
	Iteration 47Q: 3 clusters Score -783966.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -783970.500000 Penalty: 3085.994873
	Iteration 48Q: 3 clusters Score -783970.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -783972.000000 Penalty: 3085.994873
	Iteration 49Q: 3 clusters Score -783972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -783975.250000 Penalty: 3085.994873
	Iteration 50Q: 3 clusters Score -783975.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -783979.000000 Penalty: 3085.994873
	Iteration 51Q: 3 clusters Score -783979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -783982.500000 Penalty: 3085.994873
	Iteration 52Q: 3 clusters Score -783982.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -783984.937500 Penalty: 3085.994873
	Iteration 53Q: 3 clusters Score -783984.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -783984.937500 Penalty: 3085.994873
	Iteration 54Q: 3 clusters Score -783984.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -783988.187500 Penalty: 3085.994873
	Iteration 55Q: 3 clusters Score -783988.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -783989.562500 Penalty: 3085.994873
	Iteration 56Q: 3 clusters Score -783989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -783990.437500 Penalty: 3085.994873
	Iteration 57Q: 3 clusters Score -783990.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -783992.437500 Penalty: 3085.994873
	Iteration 58Q: 3 clusters Score -783992.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -783995.562500 Penalty: 3085.994873
	Iteration 59Q: 3 clusters Score -783995.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -783994.000000 Penalty: 3085.994873
	Iteration 60F: 3 clusters Score -783994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -783995.937500 Penalty: 3085.994873
	Iteration 61Q: 3 clusters Score -783995.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -783999.187500 Penalty: 3085.994873
	Iteration 62Q: 3 clusters Score -783999.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -783998.437500 Penalty: 3085.994873
	Iteration 63Q: 3 clusters Score -783998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -783997.562500 Penalty: 3085.994873
	Iteration 64Q: 3 clusters Score -783997.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -783998.187500 Penalty: 3085.994873
	Iteration 65Q: 3 clusters Score -783998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -784000.687500 Penalty: 3085.994873
	Iteration 66Q: 3 clusters Score -784000.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -784000.250000 Penalty: 3085.994873
	Iteration 67Q: 3 clusters Score -784000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -784000.750000 Penalty: 3085.994873
	Iteration 68Q: 3 clusters Score -784000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -784000.750000 Penalty: 3085.994873
	Iteration 69Q: 3 clusters Score -784000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -784002.062500 Penalty: 3085.994873
	Iteration 70Q: 3 clusters Score -784002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -784004.062500 Penalty: 3085.994873
	Iteration 71Q: 3 clusters Score -784004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -784004.500000 Penalty: 3085.994873
	Iteration 72Q: 3 clusters Score -784004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -784004.125000 Penalty: 3085.994873
	Iteration 73Q: 3 clusters Score -784004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -784005.750000 Penalty: 3085.994873
	Iteration 74Q: 3 clusters Score -784005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -784007.125000 Penalty: 3085.994873
	Iteration 75Q: 3 clusters Score -784007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -784004.500000 Penalty: 3085.994873
	Iteration 76Q: 3 clusters Score -784004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -784005.437500 Penalty: 3085.994873
	Iteration 77Q: 3 clusters Score -784005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -784005.875000 Penalty: 3085.994873
	Iteration 78Q: 3 clusters Score -784005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -784004.937500 Penalty: 3085.994873
	Iteration 79Q: 3 clusters Score -784004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -784004.375000 Penalty: 3085.994873
	Iteration 80F: 3 clusters Score -784004.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -784004.250000 Penalty: 3085.994873
	Iteration 81Q: 3 clusters Score -784004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -784005.687500 Penalty: 3085.994873
	Iteration 82Q: 3 clusters Score -784005.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -784005.937500 Penalty: 3085.994873
	Iteration 83Q: 3 clusters Score -784005.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -784007.125000 Penalty: 3085.994873
	Iteration 84Q: 3 clusters Score -784007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -784008.437500 Penalty: 3085.994873
	Iteration 85Q: 3 clusters Score -784008.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -784012.125000 Penalty: 3085.994873
	Iteration 86Q: 3 clusters Score -784012.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -784009.937500 Penalty: 3085.994873
	Iteration 87Q: 3 clusters Score -784009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -784009.687500 Penalty: 3085.994873
	Iteration 88Q: 3 clusters Score -784009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -784010.000000 Penalty: 3085.994873
	Iteration 89Q: 3 clusters Score -784010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -784010.812500 Penalty: 3085.994873
	Iteration 90Q: 3 clusters Score -784010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -784010.687500 Penalty: 3085.994873
	Iteration 91Q: 3 clusters Score -784010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -784009.437500 Penalty: 3085.994873
	Iteration 92Q: 3 clusters Score -784009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -784011.375000 Penalty: 3085.994873
	Iteration 93Q: 3 clusters Score -784011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -784011.687500 Penalty: 3085.994873
	Iteration 94Q: 3 clusters Score -784011.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -784009.750000 Penalty: 3085.994873
	Iteration 95Q: 3 clusters Score -784009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -784008.500000 Penalty: 3085.994873
	Iteration 96Q: 3 clusters Score -784008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -784010.312500 Penalty: 3085.994873
	Iteration 97Q: 3 clusters Score -784010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -784011.312500 Penalty: 3085.994873
	Iteration 98Q: 3 clusters Score -784011.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -784011.375000 Penalty: 3085.994873
	Iteration 99Q: 3 clusters Score -784011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -784012.375000 Penalty: 3085.994873
	Iteration 100F: 3 clusters Score -784012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -784013.375000 Penalty: 3085.994873
	Iteration 101Q: 3 clusters Score -784013.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -784013.375000 Penalty: 3085.994873
	Iteration 102F: 3 clusters Score -784013.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Entering Unmasked Estep 
Score: -1834058.375000 Penalty: 1674.493774
	Iteration 0F: 2 clusters Score -1834058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1813858.250000 Penalty: 3348.987549
	Iteration 0F: 3 clusters Score -1813858 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1821765.000000 Penalty: 3348.987549
	Iteration 1F: 3 clusters Score -1821765 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1822498.125000 Penalty: 3348.987549
	Iteration 2F: 3 clusters Score -1822498 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1823608.875000 Penalty: 3348.987549
	Iteration 3F: 3 clusters Score -1823609 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -1825199.250000 Penalty: 3348.987549
	Iteration 4F: 3 clusters Score -1825199 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -1827015.500000 Penalty: 3348.987549
	Iteration 5F: 3 clusters Score -1827016 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -1828885.875000 Penalty: 3348.987549
	Iteration 6F: 3 clusters Score -1828886 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -1830600.500000 Penalty: 3348.987549
	Iteration 7F: 3 clusters Score -1830600 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -1832184.875000 Penalty: 3348.987549
	Iteration 8Q: 3 clusters Score -1832185 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -1833244.875000 Penalty: 3348.987549
	Iteration 9Q: 3 clusters Score -1833245 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -1833575.500000 Penalty: 3348.987549
	Iteration 10Q: 3 clusters Score -1833576 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -1833707.000000 Penalty: 3348.987549
	Iteration 11Q: 3 clusters Score -1833707 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -1833770.500000 Penalty: 3348.987549
	Iteration 12Q: 3 clusters Score -1833770 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -1833803.375000 Penalty: 3348.987549
	Iteration 13Q: 3 clusters Score -1833803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -1833827.875000 Penalty: 3348.987549
	Iteration 14Q: 3 clusters Score -1833828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -1833847.500000 Penalty: 3348.987549
	Iteration 15Q: 3 clusters Score -1833848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -1833864.000000 Penalty: 3348.987549
	Iteration 16Q: 3 clusters Score -1833864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -1833872.500000 Penalty: 3348.987549
	Iteration 17Q: 3 clusters Score -1833872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -1833881.500000 Penalty: 3348.987549
	Iteration 18Q: 3 clusters Score -1833882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -1833887.125000 Penalty: 3348.987549
	Iteration 19Q: 3 clusters Score -1833887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -1833892.750000 Penalty: 3348.987549
	Iteration 20F: 3 clusters Score -1833893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -1833892.875000 Penalty: 3348.987549
	Iteration 21Q: 3 clusters Score -1833893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -1833893.750000 Penalty: 3348.987549
	Iteration 22Q: 3 clusters Score -1833894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -1833894.625000 Penalty: 3348.987549
	Iteration 23Q: 3 clusters Score -1833895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -1833898.500000 Penalty: 3348.987549
	Iteration 24Q: 3 clusters Score -1833898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -1833902.125000 Penalty: 3348.987549
	Iteration 25Q: 3 clusters Score -1833902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -1833904.750000 Penalty: 3348.987549
	Iteration 26Q: 3 clusters Score -1833905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -1833904.000000 Penalty: 3348.987549
	Iteration 27Q: 3 clusters Score -1833904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -1833906.625000 Penalty: 3348.987549
	Iteration 28Q: 3 clusters Score -1833907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -1833908.250000 Penalty: 3348.987549
	Iteration 29Q: 3 clusters Score -1833908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -1833909.000000 Penalty: 3348.987549
	Iteration 30Q: 3 clusters Score -1833909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -1833913.375000 Penalty: 3348.987549
	Iteration 31Q: 3 clusters Score -1833913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -1833912.000000 Penalty: 3348.987549
	Iteration 32Q: 3 clusters Score -1833912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -1833914.000000 Penalty: 3348.987549
	Iteration 33Q: 3 clusters Score -1833914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -1833913.875000 Penalty: 3348.987549
	Iteration 34Q: 3 clusters Score -1833914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -1833915.000000 Penalty: 3348.987549
	Iteration 35Q: 3 clusters Score -1833915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -1833912.000000 Penalty: 3348.987549
	Iteration 36Q: 3 clusters Score -1833912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -1833913.500000 Penalty: 3348.987549
	Iteration 37Q: 3 clusters Score -1833914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -1833918.875000 Penalty: 3348.987549
	Iteration 38Q: 3 clusters Score -1833919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -1833918.750000 Penalty: 3348.987549
	Iteration 39Q: 3 clusters Score -1833919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -1833920.125000 Penalty: 3348.987549
	Iteration 40F: 3 clusters Score -1833920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -1833919.000000 Penalty: 3348.987549
	Iteration 41Q: 3 clusters Score -1833919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -1833918.750000 Penalty: 3348.987549
	Iteration 42Q: 3 clusters Score -1833919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -1833918.750000 Penalty: 3348.987549
	Iteration 43F: 3 clusters Score -1833919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -195170.093750 Penalty: 1313.941650
	Iteration 0F: 2 clusters Score -195170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -192349.531250 Penalty: 2627.883301
	Iteration 0F: 3 clusters Score -192349.5 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -193228.953125 Penalty: 2627.883301
	Iteration 1F: 3 clusters Score -193229 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -193461.656250 Penalty: 2627.883301
	Iteration 2F: 3 clusters Score -193461.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -193617.562500 Penalty: 2627.883301
	Iteration 3F: 3 clusters Score -193617.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -193743.406250 Penalty: 2627.883301
	Iteration 4F: 3 clusters Score -193743.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -193855.031250 Penalty: 2627.883301
	Iteration 5Q: 3 clusters Score -193855 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -193986.765625 Penalty: 2627.883301
	Iteration 6Q: 3 clusters Score -193986.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -194125.421875 Penalty: 2627.883301
	Iteration 7Q: 3 clusters Score -194125.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -194298.843750 Penalty: 2627.883301
	Iteration 8Q: 3 clusters Score -194298.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -194478.828125 Penalty: 2627.883301
	Iteration 9Q: 3 clusters Score -194478.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -194621.109375 Penalty: 2627.883301
	Iteration 10Q: 3 clusters Score -194621.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -194699.484375 Penalty: 2627.883301
	Iteration 11Q: 3 clusters Score -194699.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -194771.031250 Penalty: 2627.883301
	Iteration 12Q: 3 clusters Score -194771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -194826.328125 Penalty: 2627.883301
	Iteration 13Q: 3 clusters Score -194826.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -194892.843750 Penalty: 2627.883301
	Iteration 14Q: 3 clusters Score -194892.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -194946.234375 Penalty: 2627.883301
	Iteration 15Q: 3 clusters Score -194946.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -194990.312500 Penalty: 2627.883301
	Iteration 16Q: 3 clusters Score -194990.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -195035.953125 Penalty: 2627.883301
	Iteration 17Q: 3 clusters Score -195036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -195067.468750 Penalty: 2627.883301
	Iteration 18Q: 3 clusters Score -195067.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -195080.515625 Penalty: 2627.883301
	Iteration 19Q: 3 clusters Score -195080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -195093.468750 Penalty: 2627.883301
	Iteration 20F: 3 clusters Score -195093.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -195110.171875 Penalty: 2627.883301
	Iteration 21Q: 3 clusters Score -195110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -195123.671875 Penalty: 2627.883301
	Iteration 22Q: 3 clusters Score -195123.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -195132.578125 Penalty: 2627.883301
	Iteration 23Q: 3 clusters Score -195132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -195135.953125 Penalty: 2627.883301
	Iteration 24Q: 3 clusters Score -195136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -195137.750000 Penalty: 2627.883301
	Iteration 25Q: 3 clusters Score -195137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -195137.750000 Penalty: 2627.883301
	Iteration 26F: 3 clusters Score -195137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Entering Unmasked Estep 
Score: -933632.687500 Penalty: 1561.557739
	Iteration 0F: 2 clusters Score -933632.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -923413.625000 Penalty: 3123.115479
	Iteration 0F: 3 clusters Score -923413.6 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -926829.000000 Penalty: 3123.115479
	Iteration 1F: 3 clusters Score -926829 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -927088.312500 Penalty: 3123.115479
	Iteration 2Q: 3 clusters Score -927088.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -927315.062500 Penalty: 3123.115479
	Iteration 3Q: 3 clusters Score -927315.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -927538.687500 Penalty: 3123.115479
	Iteration 4Q: 3 clusters Score -927538.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -927766.562500 Penalty: 3123.115479
	Iteration 5Q: 3 clusters Score -927766.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -928047.437500 Penalty: 3123.115479
	Iteration 6Q: 3 clusters Score -928047.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -928367.937500 Penalty: 3123.115479
	Iteration 7Q: 3 clusters Score -928367.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -928745.437500 Penalty: 3123.115479
	Iteration 8Q: 3 clusters Score -928745.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -929163.500000 Penalty: 3123.115479
	Iteration 9Q: 3 clusters Score -929163.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -929619.437500 Penalty: 3123.115479
	Iteration 10Q: 3 clusters Score -929619.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -930153.125000 Penalty: 3123.115479
	Iteration 11F: 3 clusters Score -930153.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -930701.312500 Penalty: 3123.115479
	Iteration 12Q: 3 clusters Score -930701.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -931176.500000 Penalty: 3123.115479
	Iteration 13Q: 3 clusters Score -931176.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -931546.312500 Penalty: 3123.115479
	Iteration 14Q: 3 clusters Score -931546.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -931794.625000 Penalty: 3123.115479
	Iteration 15Q: 3 clusters Score -931794.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -931960.437500 Penalty: 3123.115479
	Iteration 16Q: 3 clusters Score -931960.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -932058.562500 Penalty: 3123.115479
	Iteration 17Q: 3 clusters Score -932058.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -932120.625000 Penalty: 3123.115479
	Iteration 18Q: 3 clusters Score -932120.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -932169.312500 Penalty: 3123.115479
	Iteration 19Q: 3 clusters Score -932169.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -932195.750000 Penalty: 3123.115479
	Iteration 20F: 3 clusters Score -932195.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -932232.562500 Penalty: 3123.115479
	Iteration 21Q: 3 clusters Score -932232.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -932257.187500 Penalty: 3123.115479
	Iteration 22Q: 3 clusters Score -932257.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -932280.187500 Penalty: 3123.115479
	Iteration 23Q: 3 clusters Score -932280.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -932295.187500 Penalty: 3123.115479
	Iteration 24Q: 3 clusters Score -932295.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -932300.625000 Penalty: 3123.115479
	Iteration 25Q: 3 clusters Score -932300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -932304.187500 Penalty: 3123.115479
	Iteration 26Q: 3 clusters Score -932304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -932303.687500 Penalty: 3123.115479
	Iteration 27Q: 3 clusters Score -932303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -932307.312500 Penalty: 3123.115479
	Iteration 28Q: 3 clusters Score -932307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -932312.125000 Penalty: 3123.115479
	Iteration 29Q: 3 clusters Score -932312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -932312.562500 Penalty: 3123.115479
	Iteration 30Q: 3 clusters Score -932312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -932313.562500 Penalty: 3123.115479
	Iteration 31Q: 3 clusters Score -932313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -932313.562500 Penalty: 3123.115479
	Iteration 32F: 3 clusters Score -932313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -122849.710938 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -122849.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -120622.562500 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -120622.6 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -121213.203125 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -121213.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -121401.664062 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -121401.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -121544.562500 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -121544.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -121650.304688 Penalty: 2522.013184
	Iteration 4Q: 3 clusters Score -121650.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -121734.343750 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -121734.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -121797.296875 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -121797.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -121844.914062 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -121844.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -121880.937500 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -121880.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -121913.703125 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -121913.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -121945.742188 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -121945.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -121976.328125 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -121976.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122003.250000 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -122003.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -122029.609375 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -122029.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -122052.742188 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -122052.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -122069.562500 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -122069.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -122078.960938 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -122079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122083.218750 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -122083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122086.257812 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -122086.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122090.648438 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -122090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122093.375000 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -122093.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122097.500000 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -122097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -122100.679688 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -122100.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -122105.390625 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -122105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -122109.953125 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -122110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122112.945312 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -122112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122113.492188 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -122113.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -122114.515625 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -122114.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122114.937500 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -122114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122115.335938 Penalty: 2522.013184
	Iteration 29Q: 3 clusters Score -122115.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122115.335938 Penalty: 2522.013184
	Iteration 30F: 3 clusters Score -122115.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Entering Unmasked Estep 
Score: -612901.500000 Penalty: 1496.322388
	Iteration 0F: 2 clusters Score -612901.5 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 5073 members 
Entering Unmasked Estep 
Score: -605781.562500 Penalty: 2992.644775
	Iteration 0F: 3 clusters Score -605781.6 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -608138.937500 Penalty: 2992.644775
	Iteration 1F: 3 clusters Score -608138.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -608354.625000 Penalty: 2992.644775
	Iteration 2F: 3 clusters Score -608354.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -608530.250000 Penalty: 2992.644775
	Iteration 3Q: 3 clusters Score -608530.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -608699.312500 Penalty: 2992.644775
	Iteration 4Q: 3 clusters Score -608699.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -608880.812500 Penalty: 2992.644775
	Iteration 5Q: 3 clusters Score -608880.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -609070.062500 Penalty: 2992.644775
	Iteration 6Q: 3 clusters Score -609070.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -609309.312500 Penalty: 2992.644775
	Iteration 7Q: 3 clusters Score -609309.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -609620.000000 Penalty: 2992.644775
	Iteration 8Q: 3 clusters Score -609620 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -610042.187500 Penalty: 2992.644775
	Iteration 9F: 3 clusters Score -610042.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -610529.250000 Penalty: 2992.644775
	Iteration 10F: 3 clusters Score -610529.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -610997.437500 Penalty: 2992.644775
	Iteration 11F: 3 clusters Score -610997.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -611338.125000 Penalty: 2992.644775
	Iteration 12Q: 3 clusters Score -611338.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -611543.625000 Penalty: 2992.644775
	Iteration 13Q: 3 clusters Score -611543.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -611642.062500 Penalty: 2992.644775
	Iteration 14Q: 3 clusters Score -611642.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -611711.500000 Penalty: 2992.644775
	Iteration 15Q: 3 clusters Score -611711.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -611756.625000 Penalty: 2992.644775
	Iteration 16Q: 3 clusters Score -611756.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -611789.187500 Penalty: 2992.644775
	Iteration 17Q: 3 clusters Score -611789.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -611817.437500 Penalty: 2992.644775
	Iteration 18Q: 3 clusters Score -611817.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -611838.187500 Penalty: 2992.644775
	Iteration 19Q: 3 clusters Score -611838.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -611855.250000 Penalty: 2992.644775
	Iteration 20F: 3 clusters Score -611855.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -611868.562500 Penalty: 2992.644775
	Iteration 21Q: 3 clusters Score -611868.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -611877.875000 Penalty: 2992.644775
	Iteration 22Q: 3 clusters Score -611877.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -611885.312500 Penalty: 2992.644775
	Iteration 23Q: 3 clusters Score -611885.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -611889.750000 Penalty: 2992.644775
	Iteration 24Q: 3 clusters Score -611889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -611892.437500 Penalty: 2992.644775
	Iteration 25Q: 3 clusters Score -611892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -611892.937500 Penalty: 2992.644775
	Iteration 26Q: 3 clusters Score -611892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -611894.312500 Penalty: 2992.644775
	Iteration 27Q: 3 clusters Score -611894.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -611895.500000 Penalty: 2992.644775
	Iteration 28Q: 3 clusters Score -611895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -611899.812500 Penalty: 2992.644775
	Iteration 29Q: 3 clusters Score -611899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -611902.250000 Penalty: 2992.644775
	Iteration 30Q: 3 clusters Score -611902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -611904.375000 Penalty: 2992.644775
	Iteration 31Q: 3 clusters Score -611904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -611904.375000 Penalty: 2992.644775
	Iteration 32Q: 3 clusters Score -611904.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -611904.375000 Penalty: 2992.644775
	Iteration 33F: 3 clusters Score -611904.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Entering Unmasked Estep 
Score: -1823744.250000 Penalty: 1669.992554
	Iteration 0F: 2 clusters Score -1823744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1804177.375000 Penalty: 3339.985107
	Iteration 0F: 3 clusters Score -1804177 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1811523.750000 Penalty: 3339.985107
	Iteration 1F: 3 clusters Score -1811524 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1811870.875000 Penalty: 3339.985107
	Iteration 2Q: 3 clusters Score -1811871 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1812217.250000 Penalty: 3339.985107
	Iteration 3Q: 3 clusters Score -1812217 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1812584.125000 Penalty: 3339.985107
	Iteration 4Q: 3 clusters Score -1812584 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1812969.375000 Penalty: 3339.985107
	Iteration 5Q: 3 clusters Score -1812969 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1813432.125000 Penalty: 3339.985107
	Iteration 6Q: 3 clusters Score -1813432 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1814006.875000 Penalty: 3339.985107
	Iteration 7Q: 3 clusters Score -1814007 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1814763.625000 Penalty: 3339.985107
	Iteration 8Q: 3 clusters Score -1814764 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1815800.375000 Penalty: 3339.985107
	Iteration 9F: 3 clusters Score -1815800 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1816895.750000 Penalty: 3339.985107
	Iteration 10F: 3 clusters Score -1816896 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1817808.250000 Penalty: 3339.985107
	Iteration 11Q: 3 clusters Score -1817808 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1818399.750000 Penalty: 3339.985107
	Iteration 12Q: 3 clusters Score -1818400 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1818704.625000 Penalty: 3339.985107
	Iteration 13Q: 3 clusters Score -1818705 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1818928.125000 Penalty: 3339.985107
	Iteration 14Q: 3 clusters Score -1818928 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1819128.875000 Penalty: 3339.985107
	Iteration 15Q: 3 clusters Score -1819129 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1819308.625000 Penalty: 3339.985107
	Iteration 16Q: 3 clusters Score -1819309 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1819489.750000 Penalty: 3339.985107
	Iteration 17Q: 3 clusters Score -1819490 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1819673.625000 Penalty: 3339.985107
	Iteration 18Q: 3 clusters Score -1819674 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1819859.750000 Penalty: 3339.985107
	Iteration 19Q: 3 clusters Score -1819860 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1820044.000000 Penalty: 3339.985107
	Iteration 20F: 3 clusters Score -1820044 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1820217.875000 Penalty: 3339.985107
	Iteration 21Q: 3 clusters Score -1820218 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1820392.000000 Penalty: 3339.985107
	Iteration 22Q: 3 clusters Score -1820392 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1820587.625000 Penalty: 3339.985107
	Iteration 23Q: 3 clusters Score -1820588 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1820745.000000 Penalty: 3339.985107
	Iteration 24Q: 3 clusters Score -1820745 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1820897.875000 Penalty: 3339.985107
	Iteration 25Q: 3 clusters Score -1820898 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1821034.875000 Penalty: 3339.985107
	Iteration 26Q: 3 clusters Score -1821035 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1821172.125000 Penalty: 3339.985107
	Iteration 27Q: 3 clusters Score -1821172 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1821297.125000 Penalty: 3339.985107
	Iteration 28Q: 3 clusters Score -1821297 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1821421.000000 Penalty: 3339.985107
	Iteration 29Q: 3 clusters Score -1821421 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1821513.500000 Penalty: 3339.985107
	Iteration 30Q: 3 clusters Score -1821514 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1821586.125000 Penalty: 3339.985107
	Iteration 31Q: 3 clusters Score -1821586 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1821666.125000 Penalty: 3339.985107
	Iteration 32Q: 3 clusters Score -1821666 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1821729.875000 Penalty: 3339.985107
	Iteration 33Q: 3 clusters Score -1821730 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1821784.500000 Penalty: 3339.985107
	Iteration 34Q: 3 clusters Score -1821784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1821844.750000 Penalty: 3339.985107
	Iteration 35Q: 3 clusters Score -1821845 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1821891.000000 Penalty: 3339.985107
	Iteration 36Q: 3 clusters Score -1821891 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1821949.750000 Penalty: 3339.985107
	Iteration 37Q: 3 clusters Score -1821950 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1822002.250000 Penalty: 3339.985107
	Iteration 38Q: 3 clusters Score -1822002 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1822046.250000 Penalty: 3339.985107
	Iteration 39Q: 3 clusters Score -1822046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1822077.625000 Penalty: 3339.985107
	Iteration 40F: 3 clusters Score -1822078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1822103.000000 Penalty: 3339.985107
	Iteration 41Q: 3 clusters Score -1822103 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1822131.375000 Penalty: 3339.985107
	Iteration 42Q: 3 clusters Score -1822131 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1822142.625000 Penalty: 3339.985107
	Iteration 43Q: 3 clusters Score -1822143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1822153.125000 Penalty: 3339.985107
	Iteration 44Q: 3 clusters Score -1822153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1822170.875000 Penalty: 3339.985107
	Iteration 45Q: 3 clusters Score -1822171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1822189.000000 Penalty: 3339.985107
	Iteration 46Q: 3 clusters Score -1822189 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1822203.875000 Penalty: 3339.985107
	Iteration 47Q: 3 clusters Score -1822204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1822217.250000 Penalty: 3339.985107
	Iteration 48Q: 3 clusters Score -1822217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1822229.375000 Penalty: 3339.985107
	Iteration 49Q: 3 clusters Score -1822229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1822238.500000 Penalty: 3339.985107
	Iteration 50Q: 3 clusters Score -1822238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1822248.875000 Penalty: 3339.985107
	Iteration 51Q: 3 clusters Score -1822249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1822254.625000 Penalty: 3339.985107
	Iteration 52Q: 3 clusters Score -1822255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1822253.250000 Penalty: 3339.985107
	Iteration 53Q: 3 clusters Score -1822253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1822258.750000 Penalty: 3339.985107
	Iteration 54Q: 3 clusters Score -1822259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1822259.500000 Penalty: 3339.985107
	Iteration 55Q: 3 clusters Score -1822260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1822262.625000 Penalty: 3339.985107
	Iteration 56Q: 3 clusters Score -1822263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1822267.375000 Penalty: 3339.985107
	Iteration 57Q: 3 clusters Score -1822267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1822271.000000 Penalty: 3339.985107
	Iteration 58Q: 3 clusters Score -1822271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1822273.625000 Penalty: 3339.985107
	Iteration 59Q: 3 clusters Score -1822274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1822277.750000 Penalty: 3339.985107
	Iteration 60F: 3 clusters Score -1822278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1822287.500000 Penalty: 3339.985107
	Iteration 61Q: 3 clusters Score -1822288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1822286.750000 Penalty: 3339.985107
	Iteration 62Q: 3 clusters Score -1822287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1822289.250000 Penalty: 3339.985107
	Iteration 63Q: 3 clusters Score -1822289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1822287.875000 Penalty: 3339.985107
	Iteration 64Q: 3 clusters Score -1822288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1822289.750000 Penalty: 3339.985107
	Iteration 65Q: 3 clusters Score -1822290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1822290.375000 Penalty: 3339.985107
	Iteration 66Q: 3 clusters Score -1822290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1822293.375000 Penalty: 3339.985107
	Iteration 67Q: 3 clusters Score -1822293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1822296.375000 Penalty: 3339.985107
	Iteration 68Q: 3 clusters Score -1822296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1822294.500000 Penalty: 3339.985107
	Iteration 69Q: 3 clusters Score -1822294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1822296.875000 Penalty: 3339.985107
	Iteration 70Q: 3 clusters Score -1822297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1822296.875000 Penalty: 3339.985107
	Iteration 71Q: 3 clusters Score -1822297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1822296.750000 Penalty: 3339.985107
	Iteration 72Q: 3 clusters Score -1822297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1822300.000000 Penalty: 3339.985107
	Iteration 73Q: 3 clusters Score -1822300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1822301.500000 Penalty: 3339.985107
	Iteration 74Q: 3 clusters Score -1822302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1822298.375000 Penalty: 3339.985107
	Iteration 75Q: 3 clusters Score -1822298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1822299.750000 Penalty: 3339.985107
	Iteration 76Q: 3 clusters Score -1822300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1822299.000000 Penalty: 3339.985107
	Iteration 77Q: 3 clusters Score -1822299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1822301.125000 Penalty: 3339.985107
	Iteration 78Q: 3 clusters Score -1822301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1822302.750000 Penalty: 3339.985107
	Iteration 79Q: 3 clusters Score -1822303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1822303.500000 Penalty: 3339.985107
	Iteration 80F: 3 clusters Score -1822304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1822301.000000 Penalty: 3339.985107
	Iteration 81Q: 3 clusters Score -1822301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1822299.750000 Penalty: 3339.985107
	Iteration 82Q: 3 clusters Score -1822300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1822303.375000 Penalty: 3339.985107
	Iteration 83Q: 3 clusters Score -1822303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1822307.125000 Penalty: 3339.985107
	Iteration 84Q: 3 clusters Score -1822307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1822308.375000 Penalty: 3339.985107
	Iteration 85Q: 3 clusters Score -1822308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1822309.875000 Penalty: 3339.985107
	Iteration 86Q: 3 clusters Score -1822310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1822311.000000 Penalty: 3339.985107
	Iteration 87Q: 3 clusters Score -1822311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1822311.125000 Penalty: 3339.985107
	Iteration 88Q: 3 clusters Score -1822311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1822313.125000 Penalty: 3339.985107
	Iteration 89Q: 3 clusters Score -1822313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1822312.875000 Penalty: 3339.985107
	Iteration 90Q: 3 clusters Score -1822313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1822315.000000 Penalty: 3339.985107
	Iteration 91Q: 3 clusters Score -1822315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1822314.250000 Penalty: 3339.985107
	Iteration 92Q: 3 clusters Score -1822314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1822312.750000 Penalty: 3339.985107
	Iteration 93Q: 3 clusters Score -1822313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1822314.250000 Penalty: 3339.985107
	Iteration 94Q: 3 clusters Score -1822314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1822315.625000 Penalty: 3339.985107
	Iteration 95Q: 3 clusters Score -1822316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1822314.625000 Penalty: 3339.985107
	Iteration 96Q: 3 clusters Score -1822315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1822314.750000 Penalty: 3339.985107
	Iteration 97Q: 3 clusters Score -1822315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1822316.000000 Penalty: 3339.985107
	Iteration 98Q: 3 clusters Score -1822316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1822315.000000 Penalty: 3339.985107
	Iteration 99Q: 3 clusters Score -1822315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1822314.125000 Penalty: 3339.985107
	Iteration 100F: 3 clusters Score -1822314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1822317.000000 Penalty: 3339.985107
	Iteration 101Q: 3 clusters Score -1822317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1822319.875000 Penalty: 3339.985107
	Iteration 102Q: 3 clusters Score -1822320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1822320.375000 Penalty: 3339.985107
	Iteration 103Q: 3 clusters Score -1822320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1822320.375000 Penalty: 3339.985107
	Iteration 104F: 3 clusters Score -1822320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Entering Unmasked Estep 
Score: -1966226.125000 Penalty: 1686.825806
	Iteration 0F: 2 clusters Score -1966226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1944534.000000 Penalty: 3373.651611
	Iteration 0F: 3 clusters Score -1944534 nChanged 14952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1952867.250000 Penalty: 3373.651611
	Iteration 1F: 3 clusters Score -1952867 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1953357.750000 Penalty: 3373.651611
	Iteration 2Q: 3 clusters Score -1953358 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1953968.875000 Penalty: 3373.651611
	Iteration 3Q: 3 clusters Score -1953969 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1954823.375000 Penalty: 3373.651611
	Iteration 4F: 3 clusters Score -1954823 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1956196.375000 Penalty: 3373.651611
	Iteration 5F: 3 clusters Score -1956196 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1958343.625000 Penalty: 3373.651611
	Iteration 6F: 3 clusters Score -1958344 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1960868.250000 Penalty: 3373.651611
	Iteration 7F: 3 clusters Score -1960868 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1962825.250000 Penalty: 3373.651611
	Iteration 8F: 3 clusters Score -1962825 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1963924.875000 Penalty: 3373.651611
	Iteration 9Q: 3 clusters Score -1963925 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1964447.125000 Penalty: 3373.651611
	Iteration 10Q: 3 clusters Score -1964447 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1964689.125000 Penalty: 3373.651611
	Iteration 11Q: 3 clusters Score -1964689 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1964839.500000 Penalty: 3373.651611
	Iteration 12Q: 3 clusters Score -1964840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1964889.875000 Penalty: 3373.651611
	Iteration 13Q: 3 clusters Score -1964890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1964931.000000 Penalty: 3373.651611
	Iteration 14Q: 3 clusters Score -1964931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1964950.125000 Penalty: 3373.651611
	Iteration 15Q: 3 clusters Score -1964950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1964972.875000 Penalty: 3373.651611
	Iteration 16Q: 3 clusters Score -1964973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1964987.500000 Penalty: 3373.651611
	Iteration 17Q: 3 clusters Score -1964988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1964999.250000 Penalty: 3373.651611
	Iteration 18Q: 3 clusters Score -1964999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1965007.500000 Penalty: 3373.651611
	Iteration 19Q: 3 clusters Score -1965008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1965009.625000 Penalty: 3373.651611
	Iteration 20F: 3 clusters Score -1965010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1965014.250000 Penalty: 3373.651611
	Iteration 21Q: 3 clusters Score -1965014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1965025.000000 Penalty: 3373.651611
	Iteration 22Q: 3 clusters Score -1965025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1965025.625000 Penalty: 3373.651611
	Iteration 23Q: 3 clusters Score -1965026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1965030.875000 Penalty: 3373.651611
	Iteration 24Q: 3 clusters Score -1965031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1965032.500000 Penalty: 3373.651611
	Iteration 25Q: 3 clusters Score -1965032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1965032.875000 Penalty: 3373.651611
	Iteration 26Q: 3 clusters Score -1965033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1965034.875000 Penalty: 3373.651611
	Iteration 27Q: 3 clusters Score -1965035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1965036.625000 Penalty: 3373.651611
	Iteration 28Q: 3 clusters Score -1965037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1965037.750000 Penalty: 3373.651611
	Iteration 29Q: 3 clusters Score -1965038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1965036.625000 Penalty: 3373.651611
	Iteration 30Q: 3 clusters Score -1965037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1965038.000000 Penalty: 3373.651611
	Iteration 31Q: 3 clusters Score -1965038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1965038.000000 Penalty: 3373.651611
	Iteration 32Q: 3 clusters Score -1965038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1965038.000000 Penalty: 3373.651611
	Iteration 33F: 3 clusters Score -1965038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Entering Unmasked Estep 
Score: -786512.062500 Penalty: 1531.465576
	Iteration 0F: 2 clusters Score -786512.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -777736.875000 Penalty: 3062.931152
	Iteration 0F: 3 clusters Score -777736.9 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -780735.437500 Penalty: 3062.931152
	Iteration 1F: 3 clusters Score -780735.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -781073.937500 Penalty: 3062.931152
	Iteration 2F: 3 clusters Score -781073.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -781392.750000 Penalty: 3062.931152
	Iteration 3F: 3 clusters Score -781392.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -781713.375000 Penalty: 3062.931152
	Iteration 4F: 3 clusters Score -781713.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -782063.875000 Penalty: 3062.931152
	Iteration 5Q: 3 clusters Score -782063.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -782482.312500 Penalty: 3062.931152
	Iteration 6F: 3 clusters Score -782482.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -782979.000000 Penalty: 3062.931152
	Iteration 7F: 3 clusters Score -782979 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -783508.312500 Penalty: 3062.931152
	Iteration 8F: 3 clusters Score -783508.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -784013.000000 Penalty: 3062.931152
	Iteration 9Q: 3 clusters Score -784013 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -784418.437500 Penalty: 3062.931152
	Iteration 10Q: 3 clusters Score -784418.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -784706.000000 Penalty: 3062.931152
	Iteration 11Q: 3 clusters Score -784706 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -784863.875000 Penalty: 3062.931152
	Iteration 12Q: 3 clusters Score -784863.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -784980.000000 Penalty: 3062.931152
	Iteration 13Q: 3 clusters Score -784980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -785050.625000 Penalty: 3062.931152
	Iteration 14Q: 3 clusters Score -785050.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -785113.562500 Penalty: 3062.931152
	Iteration 15Q: 3 clusters Score -785113.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -785142.375000 Penalty: 3062.931152
	Iteration 16Q: 3 clusters Score -785142.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -785160.250000 Penalty: 3062.931152
	Iteration 17Q: 3 clusters Score -785160.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -785178.437500 Penalty: 3062.931152
	Iteration 18Q: 3 clusters Score -785178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -785187.062500 Penalty: 3062.931152
	Iteration 19Q: 3 clusters Score -785187.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -785199.562500 Penalty: 3062.931152
	Iteration 20F: 3 clusters Score -785199.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -785204.937500 Penalty: 3062.931152
	Iteration 21Q: 3 clusters Score -785204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -785209.250000 Penalty: 3062.931152
	Iteration 22Q: 3 clusters Score -785209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -785214.187500 Penalty: 3062.931152
	Iteration 23Q: 3 clusters Score -785214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -785217.312500 Penalty: 3062.931152
	Iteration 24Q: 3 clusters Score -785217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -785218.875000 Penalty: 3062.931152
	Iteration 25Q: 3 clusters Score -785218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -785222.437500 Penalty: 3062.931152
	Iteration 26Q: 3 clusters Score -785222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -785225.250000 Penalty: 3062.931152
	Iteration 27Q: 3 clusters Score -785225.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -785232.562500 Penalty: 3062.931152
	Iteration 28Q: 3 clusters Score -785232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -785236.562500 Penalty: 3062.931152
	Iteration 29Q: 3 clusters Score -785236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -785235.875000 Penalty: 3062.931152
	Iteration 30Q: 3 clusters Score -785235.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -785235.875000 Penalty: 3062.931152
	Iteration 31F: 3 clusters Score -785235.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -202739.843750 Penalty: 1335.640503
	Iteration 0F: 2 clusters Score -202739.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -199529.875000 Penalty: 2671.281006
	Iteration 0F: 3 clusters Score -199529.9 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -200505.890625 Penalty: 2671.281006
	Iteration 1F: 3 clusters Score -200505.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -200854.281250 Penalty: 2671.281006
	Iteration 2F: 3 clusters Score -200854.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -201145.875000 Penalty: 2671.281006
	Iteration 3F: 3 clusters Score -201145.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -201399.515625 Penalty: 2671.281006
	Iteration 4F: 3 clusters Score -201399.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -201725.437500 Penalty: 2671.281006
	Iteration 5F: 3 clusters Score -201725.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -202082.015625 Penalty: 2671.281006
	Iteration 6F: 3 clusters Score -202082 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -202311.640625 Penalty: 2671.281006
	Iteration 7F: 3 clusters Score -202311.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -202439.031250 Penalty: 2671.281006
	Iteration 8Q: 3 clusters Score -202439 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -202515.046875 Penalty: 2671.281006
	Iteration 9Q: 3 clusters Score -202515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -202559.953125 Penalty: 2671.281006
	Iteration 10Q: 3 clusters Score -202560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -202584.578125 Penalty: 2671.281006
	Iteration 11Q: 3 clusters Score -202584.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -202603.437500 Penalty: 2671.281006
	Iteration 12Q: 3 clusters Score -202603.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -202616.187500 Penalty: 2671.281006
	Iteration 13Q: 3 clusters Score -202616.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -202624.828125 Penalty: 2671.281006
	Iteration 14Q: 3 clusters Score -202624.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -202633.484375 Penalty: 2671.281006
	Iteration 15Q: 3 clusters Score -202633.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -202647.156250 Penalty: 2671.281006
	Iteration 16Q: 3 clusters Score -202647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -202651.812500 Penalty: 2671.281006
	Iteration 17Q: 3 clusters Score -202651.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -202655.375000 Penalty: 2671.281006
	Iteration 18Q: 3 clusters Score -202655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -202656.796875 Penalty: 2671.281006
	Iteration 19Q: 3 clusters Score -202656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -202657.781250 Penalty: 2671.281006
	Iteration 20F: 3 clusters Score -202657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -202659.484375 Penalty: 2671.281006
	Iteration 21Q: 3 clusters Score -202659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -202659.890625 Penalty: 2671.281006
	Iteration 22Q: 3 clusters Score -202659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -202661.187500 Penalty: 2671.281006
	Iteration 23Q: 3 clusters Score -202661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -202662.781250 Penalty: 2671.281006
	Iteration 24Q: 3 clusters Score -202662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -202664.734375 Penalty: 2671.281006
	Iteration 25Q: 3 clusters Score -202664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -202665.187500 Penalty: 2671.281006
	Iteration 26Q: 3 clusters Score -202665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -202665.640625 Penalty: 2671.281006
	Iteration 27Q: 3 clusters Score -202665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -202666.281250 Penalty: 2671.281006
	Iteration 28Q: 3 clusters Score -202666.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -202670.265625 Penalty: 2671.281006
	Iteration 29Q: 3 clusters Score -202670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -202673.015625 Penalty: 2671.281006
	Iteration 30Q: 3 clusters Score -202673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -202677.906250 Penalty: 2671.281006
	Iteration 31Q: 3 clusters Score -202677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -202682.406250 Penalty: 2671.281006
	Iteration 32Q: 3 clusters Score -202682.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -202686.187500 Penalty: 2671.281006
	Iteration 33Q: 3 clusters Score -202686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -202690.703125 Penalty: 2671.281006
	Iteration 34Q: 3 clusters Score -202690.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -202692.125000 Penalty: 2671.281006
	Iteration 35Q: 3 clusters Score -202692.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -202694.265625 Penalty: 2671.281006
	Iteration 36Q: 3 clusters Score -202694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -202695.828125 Penalty: 2671.281006
	Iteration 37Q: 3 clusters Score -202695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -202697.312500 Penalty: 2671.281006
	Iteration 38Q: 3 clusters Score -202697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -202700.406250 Penalty: 2671.281006
	Iteration 39Q: 3 clusters Score -202700.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -202707.265625 Penalty: 2671.281006
	Iteration 40F: 3 clusters Score -202707.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -202714.890625 Penalty: 2671.281006
	Iteration 41Q: 3 clusters Score -202714.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -202727.765625 Penalty: 2671.281006
	Iteration 42Q: 3 clusters Score -202727.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -202738.187500 Penalty: 2671.281006
	Iteration 43Q: 3 clusters Score -202738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -202744.500000 Penalty: 2671.281006
	Iteration 44Q: 3 clusters Score -202744.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -202749.031250 Penalty: 2671.281006
	Iteration 45Q: 3 clusters Score -202749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -202754.828125 Penalty: 2671.281006
	Iteration 46Q: 3 clusters Score -202754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -202758.828125 Penalty: 2671.281006
	Iteration 47Q: 3 clusters Score -202758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -202763.078125 Penalty: 2671.281006
	Iteration 48Q: 3 clusters Score -202763.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -202772.390625 Penalty: 2671.281006
	Iteration 49Q: 3 clusters Score -202772.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -202780.640625 Penalty: 2671.281006
	Iteration 50Q: 3 clusters Score -202780.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -202783.687500 Penalty: 2671.281006
	Iteration 51Q: 3 clusters Score -202783.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -202787.546875 Penalty: 2671.281006
	Iteration 52Q: 3 clusters Score -202787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -202795.125000 Penalty: 2671.281006
	Iteration 53Q: 3 clusters Score -202795.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -202805.796875 Penalty: 2671.281006
	Iteration 54Q: 3 clusters Score -202805.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -202812.203125 Penalty: 2671.281006
	Iteration 55Q: 3 clusters Score -202812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -202817.640625 Penalty: 2671.281006
	Iteration 56Q: 3 clusters Score -202817.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -202822.750000 Penalty: 2671.281006
	Iteration 57Q: 3 clusters Score -202822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -202826.453125 Penalty: 2671.281006
	Iteration 58Q: 3 clusters Score -202826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -202829.953125 Penalty: 2671.281006
	Iteration 59Q: 3 clusters Score -202830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -202837.281250 Penalty: 2671.281006
	Iteration 60F: 3 clusters Score -202837.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -202841.984375 Penalty: 2671.281006
	Iteration 61Q: 3 clusters Score -202842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -202850.234375 Penalty: 2671.281006
	Iteration 62Q: 3 clusters Score -202850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -202855.906250 Penalty: 2671.281006
	Iteration 63Q: 3 clusters Score -202855.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -202859.671875 Penalty: 2671.281006
	Iteration 64Q: 3 clusters Score -202859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -202861.281250 Penalty: 2671.281006
	Iteration 65Q: 3 clusters Score -202861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -202861.265625 Penalty: 2671.281006
	Iteration 66Q: 3 clusters Score -202861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -202862.500000 Penalty: 2671.281006
	Iteration 67Q: 3 clusters Score -202862.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -202864.921875 Penalty: 2671.281006
	Iteration 68Q: 3 clusters Score -202864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -202866.703125 Penalty: 2671.281006
	Iteration 69Q: 3 clusters Score -202866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -202867.984375 Penalty: 2671.281006
	Iteration 70Q: 3 clusters Score -202868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -202869.328125 Penalty: 2671.281006
	Iteration 71Q: 3 clusters Score -202869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -202871.281250 Penalty: 2671.281006
	Iteration 72Q: 3 clusters Score -202871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -202872.765625 Penalty: 2671.281006
	Iteration 73Q: 3 clusters Score -202872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -202872.843750 Penalty: 2671.281006
	Iteration 74Q: 3 clusters Score -202872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -202872.843750 Penalty: 2671.281006
	Iteration 75F: 3 clusters Score -202872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 13298 members 
Mstep: Class 3 contains 29869 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 14907 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 9 contains 32224 members 
Mstep: Class 10 contains 12387 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 9551 members 
Mstep: Class 15 contains 116398 members 
Mstep: Class 16 contains 14932 members 
Mstep: Class 17 contains 46127 members 
Mstep: Class 18 contains 7130 members 
Mstep: Class 19 contains 6052 members 
Mstep: Class 22 contains 6264 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 12539 members 
Entering Unmasked Estep 
Score: -26926754.000000 Penalty: 46602.589844
Splitting cluster 12 changes total score from -26927196.000000 to -26926754.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -103402.179688 Penalty: 1220.977783
	Iteration 0F: 2 clusters Score -103402.2 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 917 members 
Entering Unmasked Estep 
Score: -101452.148438 Penalty: 2441.955566
	Iteration 0F: 3 clusters Score -101452.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -101862.054688 Penalty: 2441.955566
	Iteration 1F: 3 clusters Score -101862.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -101973.851562 Penalty: 2441.955566
	Iteration 2F: 3 clusters Score -101973.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -102032.195312 Penalty: 2441.955566
	Iteration 3Q: 3 clusters Score -102032.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -102065.625000 Penalty: 2441.955566
	Iteration 4Q: 3 clusters Score -102065.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -102090.531250 Penalty: 2441.955566
	Iteration 5Q: 3 clusters Score -102090.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -102115.914062 Penalty: 2441.955566
	Iteration 6Q: 3 clusters Score -102115.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -102131.906250 Penalty: 2441.955566
	Iteration 7Q: 3 clusters Score -102131.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -102149.296875 Penalty: 2441.955566
	Iteration 8Q: 3 clusters Score -102149.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -102161.101562 Penalty: 2441.955566
	Iteration 9Q: 3 clusters Score -102161.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -102170.734375 Penalty: 2441.955566
	Iteration 10Q: 3 clusters Score -102170.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -102176.562500 Penalty: 2441.955566
	Iteration 11Q: 3 clusters Score -102176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -102179.875000 Penalty: 2441.955566
	Iteration 12Q: 3 clusters Score -102179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -102182.453125 Penalty: 2441.955566
	Iteration 13Q: 3 clusters Score -102182.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -102186.875000 Penalty: 2441.955566
	Iteration 14Q: 3 clusters Score -102186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -102189.976562 Penalty: 2441.955566
	Iteration 15Q: 3 clusters Score -102190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -102194.257812 Penalty: 2441.955566
	Iteration 16Q: 3 clusters Score -102194.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -102198.734375 Penalty: 2441.955566
	Iteration 17Q: 3 clusters Score -102198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -102202.585938 Penalty: 2441.955566
	Iteration 18Q: 3 clusters Score -102202.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -102209.976562 Penalty: 2441.955566
	Iteration 19Q: 3 clusters Score -102210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -102214.945312 Penalty: 2441.955566
	Iteration 20F: 3 clusters Score -102214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -102220.875000 Penalty: 2441.955566
	Iteration 21Q: 3 clusters Score -102220.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -102225.203125 Penalty: 2441.955566
	Iteration 22Q: 3 clusters Score -102225.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -102227.601562 Penalty: 2441.955566
	Iteration 23Q: 3 clusters Score -102227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -102230.710938 Penalty: 2441.955566
	Iteration 24Q: 3 clusters Score -102230.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -102233.960938 Penalty: 2441.955566
	Iteration 25Q: 3 clusters Score -102234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -102235.875000 Penalty: 2441.955566
	Iteration 26Q: 3 clusters Score -102235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -102236.546875 Penalty: 2441.955566
	Iteration 27Q: 3 clusters Score -102236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -102237.062500 Penalty: 2441.955566
	Iteration 28Q: 3 clusters Score -102237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -102237.062500 Penalty: 2441.955566
	Iteration 29F: 3 clusters Score -102237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Entering Unmasked Estep 
Score: -572096.687500 Penalty: 1489.215210
	Iteration 0F: 2 clusters Score -572096.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -565154.937500 Penalty: 2978.430420
	Iteration 0F: 3 clusters Score -565154.9 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -567539.062500 Penalty: 2978.430420
	Iteration 1F: 3 clusters Score -567539.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -567824.062500 Penalty: 2978.430420
	Iteration 2F: 3 clusters Score -567824.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -568019.375000 Penalty: 2978.430420
	Iteration 3F: 3 clusters Score -568019.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -568178.625000 Penalty: 2978.430420
	Iteration 4Q: 3 clusters Score -568178.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -568289.875000 Penalty: 2978.430420
	Iteration 5Q: 3 clusters Score -568289.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -568399.250000 Penalty: 2978.430420
	Iteration 6Q: 3 clusters Score -568399.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -568528.250000 Penalty: 2978.430420
	Iteration 7Q: 3 clusters Score -568528.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -568679.625000 Penalty: 2978.430420
	Iteration 8Q: 3 clusters Score -568679.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -568856.625000 Penalty: 2978.430420
	Iteration 9Q: 3 clusters Score -568856.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -569076.937500 Penalty: 2978.430420
	Iteration 10Q: 3 clusters Score -569076.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -569372.375000 Penalty: 2978.430420
	Iteration 11Q: 3 clusters Score -569372.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -569674.500000 Penalty: 2978.430420
	Iteration 12Q: 3 clusters Score -569674.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -569972.937500 Penalty: 2978.430420
	Iteration 13Q: 3 clusters Score -569972.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -570211.687500 Penalty: 2978.430420
	Iteration 14Q: 3 clusters Score -570211.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -570404.250000 Penalty: 2978.430420
	Iteration 15Q: 3 clusters Score -570404.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -570553.500000 Penalty: 2978.430420
	Iteration 16Q: 3 clusters Score -570553.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -570668.000000 Penalty: 2978.430420
	Iteration 17Q: 3 clusters Score -570668 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -570752.062500 Penalty: 2978.430420
	Iteration 18Q: 3 clusters Score -570752.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -570805.687500 Penalty: 2978.430420
	Iteration 19Q: 3 clusters Score -570805.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -570845.500000 Penalty: 2978.430420
	Iteration 20F: 3 clusters Score -570845.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -570887.250000 Penalty: 2978.430420
	Iteration 21Q: 3 clusters Score -570887.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -570923.562500 Penalty: 2978.430420
	Iteration 22Q: 3 clusters Score -570923.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -570951.875000 Penalty: 2978.430420
	Iteration 23Q: 3 clusters Score -570951.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -570970.687500 Penalty: 2978.430420
	Iteration 24Q: 3 clusters Score -570970.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -570981.187500 Penalty: 2978.430420
	Iteration 25Q: 3 clusters Score -570981.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -570996.312500 Penalty: 2978.430420
	Iteration 26Q: 3 clusters Score -570996.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -571007.062500 Penalty: 2978.430420
	Iteration 27Q: 3 clusters Score -571007.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -571015.187500 Penalty: 2978.430420
	Iteration 28Q: 3 clusters Score -571015.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -571026.500000 Penalty: 2978.430420
	Iteration 29Q: 3 clusters Score -571026.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -571034.812500 Penalty: 2978.430420
	Iteration 30Q: 3 clusters Score -571034.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -571040.125000 Penalty: 2978.430420
	Iteration 31Q: 3 clusters Score -571040.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -571046.000000 Penalty: 2978.430420
	Iteration 32Q: 3 clusters Score -571046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -571048.312500 Penalty: 2978.430420
	Iteration 33Q: 3 clusters Score -571048.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -571054.437500 Penalty: 2978.430420
	Iteration 34Q: 3 clusters Score -571054.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -571058.812500 Penalty: 2978.430420
	Iteration 35Q: 3 clusters Score -571058.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -571065.187500 Penalty: 2978.430420
	Iteration 36Q: 3 clusters Score -571065.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -571072.125000 Penalty: 2978.430420
	Iteration 37Q: 3 clusters Score -571072.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -571077.375000 Penalty: 2978.430420
	Iteration 38Q: 3 clusters Score -571077.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -571081.062500 Penalty: 2978.430420
	Iteration 39Q: 3 clusters Score -571081.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -571086.250000 Penalty: 2978.430420
	Iteration 40F: 3 clusters Score -571086.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -571092.687500 Penalty: 2978.430420
	Iteration 41Q: 3 clusters Score -571092.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -571096.375000 Penalty: 2978.430420
	Iteration 42Q: 3 clusters Score -571096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -571099.312500 Penalty: 2978.430420
	Iteration 43Q: 3 clusters Score -571099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -571100.562500 Penalty: 2978.430420
	Iteration 44Q: 3 clusters Score -571100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -571099.875000 Penalty: 2978.430420
	Iteration 45Q: 3 clusters Score -571099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -571099.125000 Penalty: 2978.430420
	Iteration 46Q: 3 clusters Score -571099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -571099.062500 Penalty: 2978.430420
	Iteration 47Q: 3 clusters Score -571099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -571099.312500 Penalty: 2978.430420
	Iteration 48Q: 3 clusters Score -571099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -571099.000000 Penalty: 2978.430420
	Iteration 49Q: 3 clusters Score -571099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -571099.312500 Penalty: 2978.430420
	Iteration 50Q: 3 clusters Score -571099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -571100.062500 Penalty: 2978.430420
	Iteration 51Q: 3 clusters Score -571100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -571100.437500 Penalty: 2978.430420
	Iteration 52Q: 3 clusters Score -571100.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -571100.625000 Penalty: 2978.430420
	Iteration 53Q: 3 clusters Score -571100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -571100.625000 Penalty: 2978.430420
	Iteration 54F: 3 clusters Score -571100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (116398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116398 members 
Entering Unmasked Estep 
Score: -7145902.500000 Penalty: 1895.525269
	Iteration 0F: 2 clusters Score -7145902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -7068052.000000 Penalty: 3791.050537
	Iteration 0F: 3 clusters Score -7068052 nChanged 55776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -7101859.500000 Penalty: 3791.050537
	Iteration 1F: 3 clusters Score -7101860 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -7104681.000000 Penalty: 3791.050537
	Iteration 2F: 3 clusters Score -7104681 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -7108756.500000 Penalty: 3791.050537
	Iteration 3F: 3 clusters Score -7108756 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -7114709.500000 Penalty: 3791.050537
	Iteration 4F: 3 clusters Score -7114710 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -7121591.500000 Penalty: 3791.050537
	Iteration 5F: 3 clusters Score -7121592 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 93303 members 
Entering Unmasked Estep 
Score: -7128227.500000 Penalty: 3791.050537
	Iteration 6F: 3 clusters Score -7128228 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 99535 members 
Entering Unmasked Estep 
Score: -7133928.000000 Penalty: 3791.050537
	Iteration 7F: 3 clusters Score -7133928 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -7138199.000000 Penalty: 3791.050537
	Iteration 8Q: 3 clusters Score -7138199 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 107031 members 
Entering Unmasked Estep 
Score: -7141837.500000 Penalty: 3791.050537
	Iteration 9Q: 3 clusters Score -7141838 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -7145113.000000 Penalty: 3791.050537
	Iteration 10Q: 3 clusters Score -7145113 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 109048 members 
Entering Unmasked Estep 
Score: -7147176.000000 Penalty: 3791.050537
	Iteration 11Q: 3 clusters Score -7147176 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -7147963.000000 Penalty: 3791.050537
	Iteration 12Q: 3 clusters Score -7147963 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 109242 members 
Entering Unmasked Estep 
Score: -7148250.500000 Penalty: 3791.050537
	Iteration 13Q: 3 clusters Score -7148250 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 109255 members 
Entering Unmasked Estep 
Score: -7148343.000000 Penalty: 3791.050537
	Iteration 14Q: 3 clusters Score -7148343 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -7148420.000000 Penalty: 3791.050537
	Iteration 15Q: 3 clusters Score -7148420 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -7148450.000000 Penalty: 3791.050537
	Iteration 16Q: 3 clusters Score -7148450 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -7148476.500000 Penalty: 3791.050537
	Iteration 17Q: 3 clusters Score -7148476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -7148498.000000 Penalty: 3791.050537
	Iteration 18Q: 3 clusters Score -7148498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 109149 members 
Entering Unmasked Estep 
Score: -7148492.000000 Penalty: 3791.050537
	Iteration 19Q: 3 clusters Score -7148492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 109141 members 
Entering Unmasked Estep 
Score: -7148502.500000 Penalty: 3791.050537
	Iteration 20F: 3 clusters Score -7148502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -7148489.000000 Penalty: 3791.050537
	Iteration 21Q: 3 clusters Score -7148489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 109149 members 
Entering Unmasked Estep 
Score: -7148482.000000 Penalty: 3791.050537
	Iteration 22Q: 3 clusters Score -7148482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 109150 members 
Entering Unmasked Estep 
Score: -7148486.000000 Penalty: 3791.050537
	Iteration 23Q: 3 clusters Score -7148486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 109153 members 
Entering Unmasked Estep 
Score: -7148496.000000 Penalty: 3791.050537
	Iteration 24Q: 3 clusters Score -7148496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 109151 members 
Entering Unmasked Estep 
Score: -7148493.000000 Penalty: 3791.050537
	Iteration 25Q: 3 clusters Score -7148493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 109147 members 
Entering Unmasked Estep 
Score: -7148506.500000 Penalty: 3791.050537
	Iteration 26Q: 3 clusters Score -7148506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -7148504.500000 Penalty: 3791.050537
	Iteration 27Q: 3 clusters Score -7148504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 109122 members 
Entering Unmasked Estep 
Score: -7148518.000000 Penalty: 3791.050537
	Iteration 28Q: 3 clusters Score -7148518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 109110 members 
Entering Unmasked Estep 
Score: -7148515.500000 Penalty: 3791.050537
	Iteration 29Q: 3 clusters Score -7148516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 109107 members 
Entering Unmasked Estep 
Score: -7148503.000000 Penalty: 3791.050537
	Iteration 30Q: 3 clusters Score -7148503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -7148503.500000 Penalty: 3791.050537
	Iteration 31Q: 3 clusters Score -7148504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 109102 members 
Entering Unmasked Estep 
Score: -7148512.000000 Penalty: 3791.050537
	Iteration 32Q: 3 clusters Score -7148512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -7148515.000000 Penalty: 3791.050537
	Iteration 33Q: 3 clusters Score -7148515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 109098 members 
Entering Unmasked Estep 
Score: -7148517.000000 Penalty: 3791.050537
	Iteration 34Q: 3 clusters Score -7148517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 109094 members 
Entering Unmasked Estep 
Score: -7148518.000000 Penalty: 3791.050537
	Iteration 35Q: 3 clusters Score -7148518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 109093 members 
Entering Unmasked Estep 
Score: -7148520.000000 Penalty: 3791.050537
	Iteration 36Q: 3 clusters Score -7148520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 109092 members 
Entering Unmasked Estep 
Score: -7148525.000000 Penalty: 3791.050537
	Iteration 37Q: 3 clusters Score -7148525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 109091 members 
Entering Unmasked Estep 
Score: -7148526.500000 Penalty: 3791.050537
	Iteration 38Q: 3 clusters Score -7148526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -7148527.500000 Penalty: 3791.050537
	Iteration 39Q: 3 clusters Score -7148528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 109089 members 
Entering Unmasked Estep 
Score: -7148525.000000 Penalty: 3791.050537
	Iteration 40F: 3 clusters Score -7148525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -7148529.500000 Penalty: 3791.050537
	Iteration 41Q: 3 clusters Score -7148530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -7148525.000000 Penalty: 3791.050537
	Iteration 42Q: 3 clusters Score -7148525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -7148526.000000 Penalty: 3791.050537
	Iteration 43Q: 3 clusters Score -7148526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 109085 members 
Entering Unmasked Estep 
Score: -7148519.000000 Penalty: 3791.050537
	Iteration 44Q: 3 clusters Score -7148519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -7148524.500000 Penalty: 3791.050537
	Iteration 45Q: 3 clusters Score -7148524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -7148524.500000 Penalty: 3791.050537
	Iteration 46F: 3 clusters Score -7148524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 13298 members 
Mstep: Class 3 contains 29869 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 14907 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 9 contains 32224 members 
Mstep: Class 10 contains 12387 members 
Mstep: Class 11 contains 109084 members 
Mstep: Class 12 contains 3712 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 9551 members 
Mstep: Class 15 contains 7314 members 
Mstep: Class 16 contains 14932 members 
Mstep: Class 17 contains 46127 members 
Mstep: Class 18 contains 7130 members 
Mstep: Class 19 contains 6052 members 
Mstep: Class 22 contains 6264 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 12539 members 
Entering Unmasked Estep 
Score: -26930086.000000 Penalty: 46602.589844
Splitting cluster 15 changes total score from -26927196.000000 to -26930086.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 16 (14932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Entering Unmasked Estep 
Score: -954397.312500 Penalty: 1561.829956
	Iteration 0F: 2 clusters Score -954397.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -943935.875000 Penalty: 3123.659912
	Iteration 0F: 3 clusters Score -943935.9 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -947622.437500 Penalty: 3123.659912
	Iteration 1F: 3 clusters Score -947622.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -947900.062500 Penalty: 3123.659912
	Iteration 2F: 3 clusters Score -947900.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -948148.437500 Penalty: 3123.659912
	Iteration 3Q: 3 clusters Score -948148.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -948423.937500 Penalty: 3123.659912
	Iteration 4Q: 3 clusters Score -948423.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -948795.812500 Penalty: 3123.659912
	Iteration 5Q: 3 clusters Score -948795.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -949287.000000 Penalty: 3123.659912
	Iteration 6F: 3 clusters Score -949287 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -949891.625000 Penalty: 3123.659912
	Iteration 7F: 3 clusters Score -949891.6 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -950597.500000 Penalty: 3123.659912
	Iteration 8F: 3 clusters Score -950597.5 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -951326.812500 Penalty: 3123.659912
	Iteration 9F: 3 clusters Score -951326.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -951907.125000 Penalty: 3123.659912
	Iteration 10Q: 3 clusters Score -951907.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -952302.437500 Penalty: 3123.659912
	Iteration 11Q: 3 clusters Score -952302.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -952553.250000 Penalty: 3123.659912
	Iteration 12Q: 3 clusters Score -952553.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -952724.000000 Penalty: 3123.659912
	Iteration 13Q: 3 clusters Score -952724 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -952827.687500 Penalty: 3123.659912
	Iteration 14Q: 3 clusters Score -952827.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -952903.687500 Penalty: 3123.659912
	Iteration 15Q: 3 clusters Score -952903.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -952944.312500 Penalty: 3123.659912
	Iteration 16Q: 3 clusters Score -952944.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -952973.000000 Penalty: 3123.659912
	Iteration 17Q: 3 clusters Score -952973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -952997.312500 Penalty: 3123.659912
	Iteration 18Q: 3 clusters Score -952997.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -953013.562500 Penalty: 3123.659912
	Iteration 19Q: 3 clusters Score -953013.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -953020.500000 Penalty: 3123.659912
	Iteration 20F: 3 clusters Score -953020.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -953028.250000 Penalty: 3123.659912
	Iteration 21Q: 3 clusters Score -953028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -953034.250000 Penalty: 3123.659912
	Iteration 22Q: 3 clusters Score -953034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -953036.187500 Penalty: 3123.659912
	Iteration 23Q: 3 clusters Score -953036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -953039.125000 Penalty: 3123.659912
	Iteration 24Q: 3 clusters Score -953039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -953040.500000 Penalty: 3123.659912
	Iteration 25Q: 3 clusters Score -953040.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -953040.500000 Penalty: 3123.659912
	Iteration 26F: 3 clusters Score -953040.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Entering Unmasked Estep 
Score: -2842875.750000 Penalty: 1745.112549
	Iteration 0F: 2 clusters Score -2842876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2812119.250000 Penalty: 3490.225098
	Iteration 0F: 3 clusters Score -2812119 nChanged 21424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2824399.250000 Penalty: 3490.225098
	Iteration 1F: 3 clusters Score -2824399 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2824971.750000 Penalty: 3490.225098
	Iteration 2Q: 3 clusters Score -2824972 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -2825655.250000 Penalty: 3490.225098
	Iteration 3Q: 3 clusters Score -2825655 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -2826455.250000 Penalty: 3490.225098
	Iteration 4Q: 3 clusters Score -2826455 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2827504.750000 Penalty: 3490.225098
	Iteration 5Q: 3 clusters Score -2827505 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -2829009.000000 Penalty: 3490.225098
	Iteration 6F: 3 clusters Score -2829009 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -2831207.250000 Penalty: 3490.225098
	Iteration 7F: 3 clusters Score -2831207 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -2833786.750000 Penalty: 3490.225098
	Iteration 8F: 3 clusters Score -2833787 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -2835868.000000 Penalty: 3490.225098
	Iteration 9F: 3 clusters Score -2835868 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -2837100.250000 Penalty: 3490.225098
	Iteration 10Q: 3 clusters Score -2837100 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -2837768.750000 Penalty: 3490.225098
	Iteration 11Q: 3 clusters Score -2837769 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -2838186.500000 Penalty: 3490.225098
	Iteration 12Q: 3 clusters Score -2838186 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -2838513.500000 Penalty: 3490.225098
	Iteration 13Q: 3 clusters Score -2838514 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -2838743.000000 Penalty: 3490.225098
	Iteration 14Q: 3 clusters Score -2838743 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -2838943.250000 Penalty: 3490.225098
	Iteration 15Q: 3 clusters Score -2838943 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -2839125.000000 Penalty: 3490.225098
	Iteration 16Q: 3 clusters Score -2839125 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -2839325.000000 Penalty: 3490.225098
	Iteration 17Q: 3 clusters Score -2839325 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -2839491.750000 Penalty: 3490.225098
	Iteration 18Q: 3 clusters Score -2839492 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -2839651.000000 Penalty: 3490.225098
	Iteration 19Q: 3 clusters Score -2839651 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -2839809.750000 Penalty: 3490.225098
	Iteration 20F: 3 clusters Score -2839810 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -2839951.250000 Penalty: 3490.225098
	Iteration 21Q: 3 clusters Score -2839951 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -2840089.250000 Penalty: 3490.225098
	Iteration 22Q: 3 clusters Score -2840089 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -2840223.000000 Penalty: 3490.225098
	Iteration 23Q: 3 clusters Score -2840223 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -2840344.500000 Penalty: 3490.225098
	Iteration 24Q: 3 clusters Score -2840344 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -2840447.500000 Penalty: 3490.225098
	Iteration 25Q: 3 clusters Score -2840448 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -2840527.000000 Penalty: 3490.225098
	Iteration 26Q: 3 clusters Score -2840527 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -2840621.000000 Penalty: 3490.225098
	Iteration 27Q: 3 clusters Score -2840621 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -2840733.750000 Penalty: 3490.225098
	Iteration 28Q: 3 clusters Score -2840734 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -2840795.000000 Penalty: 3490.225098
	Iteration 29Q: 3 clusters Score -2840795 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -2840880.000000 Penalty: 3490.225098
	Iteration 30Q: 3 clusters Score -2840880 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -2840967.750000 Penalty: 3490.225098
	Iteration 31Q: 3 clusters Score -2840968 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -2841032.000000 Penalty: 3490.225098
	Iteration 32Q: 3 clusters Score -2841032 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -2841104.250000 Penalty: 3490.225098
	Iteration 33Q: 3 clusters Score -2841104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -2841140.250000 Penalty: 3490.225098
	Iteration 34Q: 3 clusters Score -2841140 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -2841181.250000 Penalty: 3490.225098
	Iteration 35Q: 3 clusters Score -2841181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -2841209.000000 Penalty: 3490.225098
	Iteration 36Q: 3 clusters Score -2841209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -2841249.500000 Penalty: 3490.225098
	Iteration 37Q: 3 clusters Score -2841250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -2841266.750000 Penalty: 3490.225098
	Iteration 38Q: 3 clusters Score -2841267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -2841285.750000 Penalty: 3490.225098
	Iteration 39Q: 3 clusters Score -2841286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -2841296.500000 Penalty: 3490.225098
	Iteration 40F: 3 clusters Score -2841296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -2841319.000000 Penalty: 3490.225098
	Iteration 41Q: 3 clusters Score -2841319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -2841342.000000 Penalty: 3490.225098
	Iteration 42Q: 3 clusters Score -2841342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -2841354.250000 Penalty: 3490.225098
	Iteration 43Q: 3 clusters Score -2841354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -2841363.000000 Penalty: 3490.225098
	Iteration 44Q: 3 clusters Score -2841363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -2841371.000000 Penalty: 3490.225098
	Iteration 45Q: 3 clusters Score -2841371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -2841381.500000 Penalty: 3490.225098
	Iteration 46Q: 3 clusters Score -2841382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -2841384.000000 Penalty: 3490.225098
	Iteration 47Q: 3 clusters Score -2841384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -2841392.500000 Penalty: 3490.225098
	Iteration 48Q: 3 clusters Score -2841392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -2841400.500000 Penalty: 3490.225098
	Iteration 49Q: 3 clusters Score -2841400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -2841404.750000 Penalty: 3490.225098
	Iteration 50Q: 3 clusters Score -2841405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -2841408.000000 Penalty: 3490.225098
	Iteration 51Q: 3 clusters Score -2841408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -2841408.750000 Penalty: 3490.225098
	Iteration 52Q: 3 clusters Score -2841409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -2841408.500000 Penalty: 3490.225098
	Iteration 53Q: 3 clusters Score -2841408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -2841410.000000 Penalty: 3490.225098
	Iteration 54Q: 3 clusters Score -2841410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -2841409.000000 Penalty: 3490.225098
	Iteration 55Q: 3 clusters Score -2841409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -2841409.000000 Penalty: 3490.225098
	Iteration 56F: 3 clusters Score -2841409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Entering Unmasked Estep 
Score: -425407.406250 Penalty: 1441.710815
	Iteration 0F: 2 clusters Score -425407.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -420077.343750 Penalty: 2883.421631
	Iteration 0F: 3 clusters Score -420077.3 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -421807.718750 Penalty: 2883.421631
	Iteration 1F: 3 clusters Score -421807.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -422053.562500 Penalty: 2883.421631
	Iteration 2F: 3 clusters Score -422053.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -422280.750000 Penalty: 2883.421631
	Iteration 3F: 3 clusters Score -422280.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -422498.781250 Penalty: 2883.421631
	Iteration 4F: 3 clusters Score -422498.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -422726.281250 Penalty: 2883.421631
	Iteration 5F: 3 clusters Score -422726.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -422939.312500 Penalty: 2883.421631
	Iteration 6F: 3 clusters Score -422939.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -423129.312500 Penalty: 2883.421631
	Iteration 7Q: 3 clusters Score -423129.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -423366.375000 Penalty: 2883.421631
	Iteration 8Q: 3 clusters Score -423366.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -423634.718750 Penalty: 2883.421631
	Iteration 9Q: 3 clusters Score -423634.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -423892.906250 Penalty: 2883.421631
	Iteration 10Q: 3 clusters Score -423892.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -424116.781250 Penalty: 2883.421631
	Iteration 11Q: 3 clusters Score -424116.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -424294.906250 Penalty: 2883.421631
	Iteration 12Q: 3 clusters Score -424294.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -424400.843750 Penalty: 2883.421631
	Iteration 13Q: 3 clusters Score -424400.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -424450.843750 Penalty: 2883.421631
	Iteration 14Q: 3 clusters Score -424450.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -424473.843750 Penalty: 2883.421631
	Iteration 15Q: 3 clusters Score -424473.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -424485.968750 Penalty: 2883.421631
	Iteration 16Q: 3 clusters Score -424486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -424494.718750 Penalty: 2883.421631
	Iteration 17Q: 3 clusters Score -424494.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -424510.125000 Penalty: 2883.421631
	Iteration 18Q: 3 clusters Score -424510.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -424523.843750 Penalty: 2883.421631
	Iteration 19Q: 3 clusters Score -424523.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -424532.593750 Penalty: 2883.421631
	Iteration 20F: 3 clusters Score -424532.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -424536.718750 Penalty: 2883.421631
	Iteration 21Q: 3 clusters Score -424536.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -424541.812500 Penalty: 2883.421631
	Iteration 22Q: 3 clusters Score -424541.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -424546.843750 Penalty: 2883.421631
	Iteration 23Q: 3 clusters Score -424546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -424549.781250 Penalty: 2883.421631
	Iteration 24Q: 3 clusters Score -424549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -424551.500000 Penalty: 2883.421631
	Iteration 25Q: 3 clusters Score -424551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -424551.218750 Penalty: 2883.421631
	Iteration 26Q: 3 clusters Score -424551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -424551.875000 Penalty: 2883.421631
	Iteration 27Q: 3 clusters Score -424551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -424553.062500 Penalty: 2883.421631
	Iteration 28Q: 3 clusters Score -424553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -424552.437500 Penalty: 2883.421631
	Iteration 29Q: 3 clusters Score -424552.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -424552.437500 Penalty: 2883.421631
	Iteration 30F: 3 clusters Score -424552.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -364192.812500 Penalty: 1415.073486
	Iteration 0F: 2 clusters Score -364192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -359560.687500 Penalty: 2830.146973
	Iteration 0F: 3 clusters Score -359560.7 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -360969.562500 Penalty: 2830.146973
	Iteration 1F: 3 clusters Score -360969.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -361221.531250 Penalty: 2830.146973
	Iteration 2F: 3 clusters Score -361221.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -361435.406250 Penalty: 2830.146973
	Iteration 3F: 3 clusters Score -361435.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -361615.625000 Penalty: 2830.146973
	Iteration 4F: 3 clusters Score -361615.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -361810.531250 Penalty: 2830.146973
	Iteration 5Q: 3 clusters Score -361810.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -362002.812500 Penalty: 2830.146973
	Iteration 6Q: 3 clusters Score -362002.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -362204.750000 Penalty: 2830.146973
	Iteration 7Q: 3 clusters Score -362204.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -362405.875000 Penalty: 2830.146973
	Iteration 8Q: 3 clusters Score -362405.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -362592.437500 Penalty: 2830.146973
	Iteration 9Q: 3 clusters Score -362592.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -362807.093750 Penalty: 2830.146973
	Iteration 10Q: 3 clusters Score -362807.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -362964.781250 Penalty: 2830.146973
	Iteration 11Q: 3 clusters Score -362964.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -363071.937500 Penalty: 2830.146973
	Iteration 12Q: 3 clusters Score -363071.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -363146.625000 Penalty: 2830.146973
	Iteration 13Q: 3 clusters Score -363146.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -363205.968750 Penalty: 2830.146973
	Iteration 14Q: 3 clusters Score -363206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -363286.343750 Penalty: 2830.146973
	Iteration 15Q: 3 clusters Score -363286.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -363378.937500 Penalty: 2830.146973
	Iteration 16Q: 3 clusters Score -363378.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -363487.406250 Penalty: 2830.146973
	Iteration 17Q: 3 clusters Score -363487.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -363605.625000 Penalty: 2830.146973
	Iteration 18Q: 3 clusters Score -363605.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -363696.437500 Penalty: 2830.146973
	Iteration 19Q: 3 clusters Score -363696.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -363753.812500 Penalty: 2830.146973
	Iteration 20F: 3 clusters Score -363753.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -363805.718750 Penalty: 2830.146973
	Iteration 21Q: 3 clusters Score -363805.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -363845.250000 Penalty: 2830.146973
	Iteration 22Q: 3 clusters Score -363845.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -363866.343750 Penalty: 2830.146973
	Iteration 23Q: 3 clusters Score -363866.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -363882.593750 Penalty: 2830.146973
	Iteration 24Q: 3 clusters Score -363882.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -363889.875000 Penalty: 2830.146973
	Iteration 25Q: 3 clusters Score -363889.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -363902.968750 Penalty: 2830.146973
	Iteration 26Q: 3 clusters Score -363903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -363912.875000 Penalty: 2830.146973
	Iteration 27Q: 3 clusters Score -363912.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -363918.906250 Penalty: 2830.146973
	Iteration 28Q: 3 clusters Score -363918.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -363927.593750 Penalty: 2830.146973
	Iteration 29Q: 3 clusters Score -363927.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -363938.312500 Penalty: 2830.146973
	Iteration 30Q: 3 clusters Score -363938.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -363945.500000 Penalty: 2830.146973
	Iteration 31Q: 3 clusters Score -363945.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -363948.250000 Penalty: 2830.146973
	Iteration 32Q: 3 clusters Score -363948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -363951.500000 Penalty: 2830.146973
	Iteration 33Q: 3 clusters Score -363951.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -363954.843750 Penalty: 2830.146973
	Iteration 34Q: 3 clusters Score -363954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -363957.281250 Penalty: 2830.146973
	Iteration 35Q: 3 clusters Score -363957.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -363959.187500 Penalty: 2830.146973
	Iteration 36Q: 3 clusters Score -363959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -363959.687500 Penalty: 2830.146973
	Iteration 37Q: 3 clusters Score -363959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -363959.937500 Penalty: 2830.146973
	Iteration 38Q: 3 clusters Score -363959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -363959.937500 Penalty: 2830.146973
	Iteration 39F: 3 clusters Score -363959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Entering Unmasked Estep 
Score: -328101.781250 Penalty: 1420.668335
	Iteration 0F: 2 clusters Score -328101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -323388.593750 Penalty: 2841.336670
	Iteration 0F: 3 clusters Score -323388.6 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -325567.093750 Penalty: 2841.336670
	Iteration 1F: 3 clusters Score -325567.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -326495.000000 Penalty: 2841.336670
	Iteration 2F: 3 clusters Score -326495 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -327139.343750 Penalty: 2841.336670
	Iteration 3F: 3 clusters Score -327139.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -327571.531250 Penalty: 2841.336670
	Iteration 4F: 3 clusters Score -327571.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -327864.531250 Penalty: 2841.336670
	Iteration 5F: 3 clusters Score -327864.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -328072.437500 Penalty: 2841.336670
	Iteration 6Q: 3 clusters Score -328072.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -328255.312500 Penalty: 2841.336670
	Iteration 7Q: 3 clusters Score -328255.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -328413.062500 Penalty: 2841.336670
	Iteration 8Q: 3 clusters Score -328413.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -328560.531250 Penalty: 2841.336670
	Iteration 9Q: 3 clusters Score -328560.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -328691.781250 Penalty: 2841.336670
	Iteration 10Q: 3 clusters Score -328691.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -328797.531250 Penalty: 2841.336670
	Iteration 11Q: 3 clusters Score -328797.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -328892.406250 Penalty: 2841.336670
	Iteration 12Q: 3 clusters Score -328892.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -328945.093750 Penalty: 2841.336670
	Iteration 13Q: 3 clusters Score -328945.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -328963.687500 Penalty: 2841.336670
	Iteration 14Q: 3 clusters Score -328963.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -328971.218750 Penalty: 2841.336670
	Iteration 15Q: 3 clusters Score -328971.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -328978.281250 Penalty: 2841.336670
	Iteration 16Q: 3 clusters Score -328978.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -328984.156250 Penalty: 2841.336670
	Iteration 17Q: 3 clusters Score -328984.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -328989.187500 Penalty: 2841.336670
	Iteration 18Q: 3 clusters Score -328989.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -328993.281250 Penalty: 2841.336670
	Iteration 19Q: 3 clusters Score -328993.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -328997.750000 Penalty: 2841.336670
	Iteration 20F: 3 clusters Score -328997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -329000.968750 Penalty: 2841.336670
	Iteration 21Q: 3 clusters Score -329001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -329004.125000 Penalty: 2841.336670
	Iteration 22Q: 3 clusters Score -329004.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -329009.281250 Penalty: 2841.336670
	Iteration 23Q: 3 clusters Score -329009.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -329012.281250 Penalty: 2841.336670
	Iteration 24Q: 3 clusters Score -329012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -329014.562500 Penalty: 2841.336670
	Iteration 25Q: 3 clusters Score -329014.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -329017.500000 Penalty: 2841.336670
	Iteration 26Q: 3 clusters Score -329017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -329020.437500 Penalty: 2841.336670
	Iteration 27Q: 3 clusters Score -329020.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -329024.250000 Penalty: 2841.336670
	Iteration 28Q: 3 clusters Score -329024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -329027.906250 Penalty: 2841.336670
	Iteration 29Q: 3 clusters Score -329027.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -329030.531250 Penalty: 2841.336670
	Iteration 30Q: 3 clusters Score -329030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -329032.312500 Penalty: 2841.336670
	Iteration 31Q: 3 clusters Score -329032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -329033.500000 Penalty: 2841.336670
	Iteration 32Q: 3 clusters Score -329033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -329033.250000 Penalty: 2841.336670
	Iteration 33Q: 3 clusters Score -329033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -329033.250000 Penalty: 2841.336670
	Iteration 34F: 3 clusters Score -329033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 13298 members 
Mstep: Class 3 contains 29869 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 14907 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 9 contains 32224 members 
Mstep: Class 10 contains 12387 members 
Mstep: Class 11 contains 109084 members 
Mstep: Class 12 contains 3712 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 9551 members 
Mstep: Class 15 contains 7314 members 
Mstep: Class 16 contains 14932 members 
Mstep: Class 17 contains 46127 members 
Mstep: Class 18 contains 7130 members 
Mstep: Class 19 contains 6052 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 22 contains 4629 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 12539 members 
Entering Unmasked Estep 
Score: -26930286.000000 Penalty: 48720.890625
Splitting cluster 22 changes total score from -26927196.000000 to -26930286.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 23 (4568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Entering Unmasked Estep 
Score: -274917.968750 Penalty: 1369.359863
	Iteration 0F: 2 clusters Score -274918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -271203.343750 Penalty: 2738.719727
	Iteration 0F: 3 clusters Score -271203.3 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -272207.656250 Penalty: 2738.719727
	Iteration 1F: 3 clusters Score -272207.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -272376.093750 Penalty: 2738.719727
	Iteration 2F: 3 clusters Score -272376.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -272494.968750 Penalty: 2738.719727
	Iteration 3F: 3 clusters Score -272495 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -272586.406250 Penalty: 2738.719727
	Iteration 4Q: 3 clusters Score -272586.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -272679.218750 Penalty: 2738.719727
	Iteration 5Q: 3 clusters Score -272679.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -272773.375000 Penalty: 2738.719727
	Iteration 6Q: 3 clusters Score -272773.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -272870.375000 Penalty: 2738.719727
	Iteration 7Q: 3 clusters Score -272870.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -272970.031250 Penalty: 2738.719727
	Iteration 8Q: 3 clusters Score -272970 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -273079.312500 Penalty: 2738.719727
	Iteration 9Q: 3 clusters Score -273079.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -273197.031250 Penalty: 2738.719727
	Iteration 10Q: 3 clusters Score -273197 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -273308.312500 Penalty: 2738.719727
	Iteration 11Q: 3 clusters Score -273308.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -273407.812500 Penalty: 2738.719727
	Iteration 12Q: 3 clusters Score -273407.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -273473.000000 Penalty: 2738.719727
	Iteration 13Q: 3 clusters Score -273473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -273528.062500 Penalty: 2738.719727
	Iteration 14Q: 3 clusters Score -273528.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -273567.875000 Penalty: 2738.719727
	Iteration 15Q: 3 clusters Score -273567.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -273594.406250 Penalty: 2738.719727
	Iteration 16Q: 3 clusters Score -273594.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -273610.437500 Penalty: 2738.719727
	Iteration 17Q: 3 clusters Score -273610.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -273626.906250 Penalty: 2738.719727
	Iteration 18Q: 3 clusters Score -273626.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -273641.375000 Penalty: 2738.719727
	Iteration 19Q: 3 clusters Score -273641.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -273653.218750 Penalty: 2738.719727
	Iteration 20F: 3 clusters Score -273653.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -273659.812500 Penalty: 2738.719727
	Iteration 21Q: 3 clusters Score -273659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -273665.312500 Penalty: 2738.719727
	Iteration 22Q: 3 clusters Score -273665.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -273672.500000 Penalty: 2738.719727
	Iteration 23Q: 3 clusters Score -273672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -273676.156250 Penalty: 2738.719727
	Iteration 24Q: 3 clusters Score -273676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -273680.000000 Penalty: 2738.719727
	Iteration 25Q: 3 clusters Score -273680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -273681.343750 Penalty: 2738.719727
	Iteration 26Q: 3 clusters Score -273681.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -273681.343750 Penalty: 2738.719727
	Iteration 27F: 3 clusters Score -273681.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -746564.375000 Penalty: 1533.447266
	Iteration 0F: 2 clusters Score -746564.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -737765.437500 Penalty: 3066.894531
	Iteration 0F: 3 clusters Score -737765.4 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -741033.250000 Penalty: 3066.894531
	Iteration 1F: 3 clusters Score -741033.2 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -741570.937500 Penalty: 3066.894531
	Iteration 2F: 3 clusters Score -741570.9 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -742132.187500 Penalty: 3066.894531
	Iteration 3F: 3 clusters Score -742132.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -742775.562500 Penalty: 3066.894531
	Iteration 4F: 3 clusters Score -742775.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -743563.500000 Penalty: 3066.894531
	Iteration 5F: 3 clusters Score -743563.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -744433.687500 Penalty: 3066.894531
	Iteration 6F: 3 clusters Score -744433.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -745197.875000 Penalty: 3066.894531
	Iteration 7F: 3 clusters Score -745197.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -745745.812500 Penalty: 3066.894531
	Iteration 8Q: 3 clusters Score -745745.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -746049.125000 Penalty: 3066.894531
	Iteration 9Q: 3 clusters Score -746049.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -746176.312500 Penalty: 3066.894531
	Iteration 10Q: 3 clusters Score -746176.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -746225.937500 Penalty: 3066.894531
	Iteration 11Q: 3 clusters Score -746225.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -746251.875000 Penalty: 3066.894531
	Iteration 12Q: 3 clusters Score -746251.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -746268.000000 Penalty: 3066.894531
	Iteration 13Q: 3 clusters Score -746268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -746281.437500 Penalty: 3066.894531
	Iteration 14Q: 3 clusters Score -746281.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -746286.250000 Penalty: 3066.894531
	Iteration 15Q: 3 clusters Score -746286.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -746291.000000 Penalty: 3066.894531
	Iteration 16Q: 3 clusters Score -746291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -746292.687500 Penalty: 3066.894531
	Iteration 17Q: 3 clusters Score -746292.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -746295.812500 Penalty: 3066.894531
	Iteration 18Q: 3 clusters Score -746295.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -746297.812500 Penalty: 3066.894531
	Iteration 19Q: 3 clusters Score -746297.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -746298.625000 Penalty: 3066.894531
	Iteration 20F: 3 clusters Score -746298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -746298.812500 Penalty: 3066.894531
	Iteration 21Q: 3 clusters Score -746298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -746299.750000 Penalty: 3066.894531
	Iteration 22Q: 3 clusters Score -746299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -746298.000000 Penalty: 3066.894531
	Iteration 23Q: 3 clusters Score -746298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -746298.000000 Penalty: 3066.894531
	Iteration 24F: 3 clusters Score -746298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 13298 members 
Mstep: Class 3 contains 29869 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 14907 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 9 contains 32224 members 
Mstep: Class 10 contains 12387 members 
Mstep: Class 12 contains 3712 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 9551 members 
Mstep: Class 15 contains 7314 members 
Mstep: Class 16 contains 14932 members 
Mstep: Class 17 contains 46127 members 
Mstep: Class 18 contains 7130 members 
Mstep: Class 19 contains 6052 members 
Mstep: Class 22 contains 4629 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 12539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26932870.000000 Penalty: 48720.890625
Iteration 39Q: 24 clusters Score -2.693287e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 13364 members 
Mstep: Class 3 contains 29920 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 14910 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 9853 members 
Mstep: Class 8 contains 29485 members 
Mstep: Class 9 contains 32382 members 
Mstep: Class 10 contains 12343 members 
Mstep: Class 11 contains 106566 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 1840 members 
Mstep: Class 14 contains 9589 members 
Mstep: Class 15 contains 8099 members 
Mstep: Class 16 contains 14480 members 
Mstep: Class 17 contains 46497 members 
Mstep: Class 18 contains 7130 members 
Mstep: Class 19 contains 6066 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 12618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26935302.000000 Penalty: 48720.890625
Iteration 40F: 24 clusters Score -2.69353e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 13216 members 
Mstep: Class 3 contains 29922 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 14910 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 9708 members 
Mstep: Class 8 contains 29826 members 
Mstep: Class 9 contains 32023 members 
Mstep: Class 10 contains 12771 members 
Mstep: Class 11 contains 105525 members 
Mstep: Class 12 contains 3605 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 9564 members 
Mstep: Class 15 contains 8335 members 
Mstep: Class 16 contains 14044 members 
Mstep: Class 17 contains 46629 members 
Mstep: Class 18 contains 7064 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 1792 members 
Mstep: Class 22 contains 4907 members 
Mstep: Class 23 contains 4603 members 
Mstep: Class 24 contains 12694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26936498.000000 Penalty: 48720.890625
Iteration 41Q: 24 clusters Score -2.69365e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 84808 members 
Mstep: Class 2 contains 13130 members 
Mstep: Class 3 contains 29932 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 14900 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 7 contains 9550 members 
Mstep: Class 8 contains 30076 members 
Mstep: Class 9 contains 31734 members 
Mstep: Class 10 contains 13111 members 
Mstep: Class 11 contains 104773 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 9554 members 
Mstep: Class 15 contains 8504 members 
Mstep: Class 16 contains 13645 members 
Mstep: Class 17 contains 46645 members 
Mstep: Class 18 contains 7019 members 
Mstep: Class 19 contains 6087 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 22 contains 5017 members 
Mstep: Class 23 contains 4626 members 
Mstep: Class 24 contains 12747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26937042.000000 Penalty: 48720.890625
Iteration 42Q: 24 clusters Score -2.693704e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 13026 members 
Mstep: Class 3 contains 29933 members 
Mstep: Class 4 contains 3205 members 
Mstep: Class 5 contains 14904 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 9394 members 
Mstep: Class 8 contains 30289 members 
Mstep: Class 9 contains 31497 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 104276 members 
Mstep: Class 12 contains 3500 members 
Mstep: Class 13 contains 1675 members 
Mstep: Class 14 contains 9528 members 
Mstep: Class 15 contains 8601 members 
Mstep: Class 16 contains 13301 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 6980 members 
Mstep: Class 19 contains 6107 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 22 contains 5081 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 12795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26937740.000000 Penalty: 48720.890625
Iteration 43Q: 24 clusters Score -2.693774e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 12947 members 
Mstep: Class 3 contains 29909 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 5 contains 14881 members 
Mstep: Class 6 contains 2215 members 
Mstep: Class 7 contains 9248 members 
Mstep: Class 8 contains 30464 members 
Mstep: Class 9 contains 31305 members 
Mstep: Class 10 contains 13636 members 
Mstep: Class 11 contains 103894 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 8680 members 
Mstep: Class 16 contains 12995 members 
Mstep: Class 17 contains 46589 members 
Mstep: Class 18 contains 6955 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 22 contains 5146 members 
Mstep: Class 23 contains 4684 members 
Mstep: Class 24 contains 12857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26937864.000000 Penalty: 48720.890625
Iteration 44Q: 24 clusters Score -2.693786e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 12892 members 
Mstep: Class 3 contains 29887 members 
Mstep: Class 4 contains 3189 members 
Mstep: Class 5 contains 14846 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 9103 members 
Mstep: Class 8 contains 30585 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 103603 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 1602 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 8743 members 
Mstep: Class 16 contains 12705 members 
Mstep: Class 17 contains 46557 members 
Mstep: Class 18 contains 6939 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 4713 members 
Mstep: Class 24 contains 12919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26938178.000000 Penalty: 48720.890625
Iteration 45Q: 24 clusters Score -2.693818e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 12826 members 
Mstep: Class 3 contains 29873 members 
Mstep: Class 4 contains 3183 members 
Mstep: Class 5 contains 14827 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 30682 members 
Mstep: Class 9 contains 30985 members 
Mstep: Class 10 contains 13993 members 
Mstep: Class 11 contains 103361 members 
Mstep: Class 12 contains 3380 members 
Mstep: Class 13 contains 1581 members 
Mstep: Class 14 contains 9499 members 
Mstep: Class 15 contains 8810 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 46535 members 
Mstep: Class 18 contains 6929 members 
Mstep: Class 19 contains 6122 members 
Mstep: Class 20 contains 2112 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 12968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26938416.000000 Penalty: 48720.890625
Iteration 46Q: 24 clusters Score -2.693842e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 12760 members 
Mstep: Class 3 contains 29864 members 
Mstep: Class 4 contains 3180 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 8838 members 
Mstep: Class 8 contains 30740 members 
Mstep: Class 9 contains 30856 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 103199 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 9497 members 
Mstep: Class 15 contains 8850 members 
Mstep: Class 16 contains 12234 members 
Mstep: Class 17 contains 46473 members 
Mstep: Class 18 contains 6922 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 2139 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 4764 members 
Mstep: Class 24 contains 13005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26938820.000000 Penalty: 48720.890625
Iteration 47Q: 24 clusters Score -2.693882e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 88162 members 
Mstep: Class 2 contains 12702 members 
Mstep: Class 3 contains 29858 members 
Mstep: Class 4 contains 3172 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 8708 members 
Mstep: Class 8 contains 30777 members 
Mstep: Class 9 contains 30735 members 
Mstep: Class 10 contains 14275 members 
Mstep: Class 11 contains 103084 members 
Mstep: Class 12 contains 3311 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 9495 members 
Mstep: Class 15 contains 8877 members 
Mstep: Class 16 contains 12038 members 
Mstep: Class 17 contains 46393 members 
Mstep: Class 18 contains 6911 members 
Mstep: Class 19 contains 6138 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 22 contains 5331 members 
Mstep: Class 23 contains 4811 members 
Mstep: Class 24 contains 13039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939134.000000 Penalty: 48720.890625
Iteration 48Q: 24 clusters Score -2.693913e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 12645 members 
Mstep: Class 3 contains 29859 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 14789 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 8586 members 
Mstep: Class 8 contains 30802 members 
Mstep: Class 9 contains 30653 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 102967 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 9489 members 
Mstep: Class 15 contains 8880 members 
Mstep: Class 16 contains 11835 members 
Mstep: Class 17 contains 46317 members 
Mstep: Class 18 contains 6899 members 
Mstep: Class 19 contains 6139 members 
Mstep: Class 20 contains 2185 members 
Mstep: Class 22 contains 5362 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 13070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939288.000000 Penalty: 48720.890625
Iteration 49Q: 24 clusters Score -2.693929e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 12599 members 
Mstep: Class 3 contains 29863 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 14786 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 8452 members 
Mstep: Class 8 contains 30810 members 
Mstep: Class 9 contains 30589 members 
Mstep: Class 10 contains 14560 members 
Mstep: Class 11 contains 102889 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 9475 members 
Mstep: Class 15 contains 8874 members 
Mstep: Class 16 contains 11682 members 
Mstep: Class 17 contains 46216 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 13082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939320.000000 Penalty: 48720.890625
Iteration 50Q: 24 clusters Score -2.693932e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 12575 members 
Mstep: Class 3 contains 29857 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 14781 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 8314 members 
Mstep: Class 8 contains 30806 members 
Mstep: Class 9 contains 30509 members 
Mstep: Class 10 contains 14673 members 
Mstep: Class 11 contains 102848 members 
Mstep: Class 12 contains 3248 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 9461 members 
Mstep: Class 15 contains 8874 members 
Mstep: Class 16 contains 11538 members 
Mstep: Class 17 contains 46091 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 2211 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 4898 members 
Mstep: Class 24 contains 13096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939466.000000 Penalty: 48720.890625
Iteration 51Q: 24 clusters Score -2.693947e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 12556 members 
Mstep: Class 3 contains 29852 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 14771 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 8200 members 
Mstep: Class 8 contains 30803 members 
Mstep: Class 9 contains 30432 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 102802 members 
Mstep: Class 12 contains 3236 members 
Mstep: Class 13 contains 1461 members 
Mstep: Class 14 contains 9449 members 
Mstep: Class 15 contains 8891 members 
Mstep: Class 16 contains 11409 members 
Mstep: Class 17 contains 45958 members 
Mstep: Class 18 contains 6867 members 
Mstep: Class 19 contains 6140 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 22 contains 5411 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 13109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939648.000000 Penalty: 48720.890625
Iteration 52Q: 24 clusters Score -2.693965e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 29838 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 14769 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 8 contains 30785 members 
Mstep: Class 9 contains 30347 members 
Mstep: Class 10 contains 14858 members 
Mstep: Class 11 contains 102782 members 
Mstep: Class 12 contains 3230 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 8900 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 17 contains 45801 members 
Mstep: Class 18 contains 6866 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 2232 members 
Mstep: Class 22 contains 5420 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 13119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939796.000000 Penalty: 48720.890625
Iteration 53Q: 24 clusters Score -2.69398e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 12491 members 
Mstep: Class 3 contains 29826 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 14761 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 8032 members 
Mstep: Class 8 contains 30772 members 
Mstep: Class 9 contains 30273 members 
Mstep: Class 10 contains 14950 members 
Mstep: Class 11 contains 102757 members 
Mstep: Class 12 contains 3229 members 
Mstep: Class 13 contains 1426 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 8890 members 
Mstep: Class 16 contains 11198 members 
Mstep: Class 17 contains 45645 members 
Mstep: Class 18 contains 6858 members 
Mstep: Class 19 contains 6149 members 
Mstep: Class 20 contains 2238 members 
Mstep: Class 22 contains 5417 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 13125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26939978.000000 Penalty: 48720.890625
Iteration 54Q: 24 clusters Score -2.693998e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 12468 members 
Mstep: Class 3 contains 29824 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 7954 members 
Mstep: Class 8 contains 30750 members 
Mstep: Class 9 contains 30216 members 
Mstep: Class 10 contains 15030 members 
Mstep: Class 11 contains 102752 members 
Mstep: Class 12 contains 3226 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 8867 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 45468 members 
Mstep: Class 18 contains 6848 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 2243 members 
Mstep: Class 22 contains 5420 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 13137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940052.000000 Penalty: 48720.890625
Iteration 55Q: 24 clusters Score -2.694005e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 29811 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 14748 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 7886 members 
Mstep: Class 8 contains 30727 members 
Mstep: Class 9 contains 30172 members 
Mstep: Class 10 contains 15127 members 
Mstep: Class 11 contains 102731 members 
Mstep: Class 12 contains 3222 members 
Mstep: Class 13 contains 1389 members 
Mstep: Class 14 contains 9431 members 
Mstep: Class 15 contains 8848 members 
Mstep: Class 16 contains 11094 members 
Mstep: Class 17 contains 45262 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 6160 members 
Mstep: Class 20 contains 2247 members 
Mstep: Class 22 contains 5412 members 
Mstep: Class 23 contains 5060 members 
Mstep: Class 24 contains 13146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940054.000000 Penalty: 48720.890625
Iteration 56Q: 24 clusters Score -2.694005e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 12419 members 
Mstep: Class 3 contains 29799 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 14744 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 7821 members 
Mstep: Class 8 contains 30717 members 
Mstep: Class 9 contains 30126 members 
Mstep: Class 10 contains 15193 members 
Mstep: Class 11 contains 102710 members 
Mstep: Class 12 contains 3219 members 
Mstep: Class 13 contains 1382 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 8818 members 
Mstep: Class 16 contains 11054 members 
Mstep: Class 17 contains 45086 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 6164 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 22 contains 5419 members 
Mstep: Class 23 contains 5079 members 
Mstep: Class 24 contains 13151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940170.000000 Penalty: 48720.890625
Iteration 57Q: 24 clusters Score -2.694017e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 29798 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 14744 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 7760 members 
Mstep: Class 8 contains 30688 members 
Mstep: Class 9 contains 30076 members 
Mstep: Class 10 contains 15274 members 
Mstep: Class 11 contains 102701 members 
Mstep: Class 12 contains 3216 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 9424 members 
Mstep: Class 15 contains 8770 members 
Mstep: Class 16 contains 11010 members 
Mstep: Class 17 contains 44897 members 
Mstep: Class 18 contains 6834 members 
Mstep: Class 19 contains 6166 members 
Mstep: Class 20 contains 2252 members 
Mstep: Class 22 contains 5423 members 
Mstep: Class 23 contains 5119 members 
Mstep: Class 24 contains 13155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940278.000000 Penalty: 48720.890625
Iteration 58Q: 24 clusters Score -2.694028e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 12381 members 
Mstep: Class 3 contains 29791 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 7702 members 
Mstep: Class 8 contains 30654 members 
Mstep: Class 9 contains 30036 members 
Mstep: Class 10 contains 15349 members 
Mstep: Class 11 contains 102708 members 
Mstep: Class 12 contains 3212 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9419 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 16 contains 10974 members 
Mstep: Class 17 contains 44719 members 
Mstep: Class 18 contains 6829 members 
Mstep: Class 19 contains 6169 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 5155 members 
Mstep: Class 24 contains 13161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940400.000000 Penalty: 48720.890625
Iteration 59Q: 24 clusters Score -2.69404e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 12371 members 
Mstep: Class 3 contains 29785 members 
Mstep: Class 4 contains 3150 members 
Mstep: Class 5 contains 14736 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 7641 members 
Mstep: Class 8 contains 30609 members 
Mstep: Class 9 contains 30011 members 
Mstep: Class 10 contains 15420 members 
Mstep: Class 11 contains 102692 members 
Mstep: Class 12 contains 3205 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 9426 members 
Mstep: Class 15 contains 8681 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 44516 members 
Mstep: Class 18 contains 6826 members 
Mstep: Class 19 contains 6166 members 
Mstep: Class 20 contains 2256 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 5189 members 
Mstep: Class 24 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940536.000000 Penalty: 48720.890625
Iteration 60F: 24 clusters Score -2.694054e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 12361 members 
Mstep: Class 3 contains 29773 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 7561 members 
Mstep: Class 8 contains 30573 members 
Mstep: Class 9 contains 29988 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 102685 members 
Mstep: Class 12 contains 3202 members 
Mstep: Class 13 contains 1326 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 8629 members 
Mstep: Class 16 contains 10919 members 
Mstep: Class 17 contains 44336 members 
Mstep: Class 18 contains 6820 members 
Mstep: Class 19 contains 6167 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 22 contains 5436 members 
Mstep: Class 23 contains 5224 members 
Mstep: Class 24 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940556.000000 Penalty: 48720.890625
Iteration 61Q: 24 clusters Score -2.694056e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 29774 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 7487 members 
Mstep: Class 8 contains 30534 members 
Mstep: Class 9 contains 29974 members 
Mstep: Class 10 contains 15580 members 
Mstep: Class 11 contains 102682 members 
Mstep: Class 12 contains 3196 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 44140 members 
Mstep: Class 18 contains 6818 members 
Mstep: Class 19 contains 6166 members 
Mstep: Class 20 contains 2264 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 5268 members 
Mstep: Class 24 contains 13177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940650.000000 Penalty: 48720.890625
Iteration 62Q: 24 clusters Score -2.694065e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 12337 members 
Mstep: Class 3 contains 29772 members 
Mstep: Class 4 contains 3150 members 
Mstep: Class 5 contains 14745 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 30510 members 
Mstep: Class 9 contains 29960 members 
Mstep: Class 10 contains 15665 members 
Mstep: Class 11 contains 102680 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 8505 members 
Mstep: Class 16 contains 10861 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 6817 members 
Mstep: Class 19 contains 6165 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 22 contains 5439 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 13178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940670.000000 Penalty: 48720.890625
Iteration 63Q: 24 clusters Score -2.694067e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 12325 members 
Mstep: Class 3 contains 29776 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 7384 members 
Mstep: Class 8 contains 30488 members 
Mstep: Class 9 contains 29952 members 
Mstep: Class 10 contains 15749 members 
Mstep: Class 11 contains 102669 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 10845 members 
Mstep: Class 17 contains 43689 members 
Mstep: Class 18 contains 6816 members 
Mstep: Class 19 contains 6160 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 22 contains 5435 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 13183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940714.000000 Penalty: 48720.890625
Iteration 64Q: 24 clusters Score -2.694071e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 12312 members 
Mstep: Class 3 contains 29772 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 14742 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 7 contains 7335 members 
Mstep: Class 8 contains 30457 members 
Mstep: Class 9 contains 29943 members 
Mstep: Class 10 contains 15819 members 
Mstep: Class 11 contains 102665 members 
Mstep: Class 12 contains 3182 members 
Mstep: Class 13 contains 1267 members 
Mstep: Class 14 contains 9431 members 
Mstep: Class 15 contains 8384 members 
Mstep: Class 16 contains 10819 members 
Mstep: Class 17 contains 43464 members 
Mstep: Class 18 contains 6817 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 22 contains 5436 members 
Mstep: Class 23 contains 5382 members 
Mstep: Class 24 contains 13183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940902.000000 Penalty: 48720.890625
Iteration 65Q: 24 clusters Score -2.69409e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 12306 members 
Mstep: Class 3 contains 29771 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 14746 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 7283 members 
Mstep: Class 8 contains 30422 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 15873 members 
Mstep: Class 11 contains 102653 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 1251 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 10797 members 
Mstep: Class 17 contains 43262 members 
Mstep: Class 18 contains 6812 members 
Mstep: Class 19 contains 6169 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 5411 members 
Mstep: Class 24 contains 13184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940970.000000 Penalty: 48720.890625
Iteration 66Q: 24 clusters Score -2.694097e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 12297 members 
Mstep: Class 3 contains 29764 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 14745 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 7233 members 
Mstep: Class 8 contains 30387 members 
Mstep: Class 9 contains 29927 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 102653 members 
Mstep: Class 12 contains 3180 members 
Mstep: Class 13 contains 1238 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 8268 members 
Mstep: Class 16 contains 10735 members 
Mstep: Class 17 contains 43090 members 
Mstep: Class 18 contains 6811 members 
Mstep: Class 19 contains 6170 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 22 contains 5448 members 
Mstep: Class 23 contains 5431 members 
Mstep: Class 24 contains 13185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941014.000000 Penalty: 48720.890625
Iteration 67Q: 24 clusters Score -2.694101e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 12285 members 
Mstep: Class 3 contains 29767 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 14747 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 7 contains 7174 members 
Mstep: Class 8 contains 30345 members 
Mstep: Class 9 contains 29913 members 
Mstep: Class 10 contains 16005 members 
Mstep: Class 11 contains 102653 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 1227 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 8195 members 
Mstep: Class 16 contains 10688 members 
Mstep: Class 17 contains 42910 members 
Mstep: Class 18 contains 6811 members 
Mstep: Class 19 contains 6169 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 22 contains 5455 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 13187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941068.000000 Penalty: 48720.890625
Iteration 68Q: 24 clusters Score -2.694107e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95647 members 
Mstep: Class 2 contains 12274 members 
Mstep: Class 3 contains 29758 members 
Mstep: Class 4 contains 3147 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 7123 members 
Mstep: Class 8 contains 30325 members 
Mstep: Class 9 contains 29897 members 
Mstep: Class 10 contains 16079 members 
Mstep: Class 11 contains 102659 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 8131 members 
Mstep: Class 16 contains 10627 members 
Mstep: Class 17 contains 42724 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 6170 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 22 contains 5454 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 13188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941170.000000 Penalty: 48720.890625
Iteration 69Q: 24 clusters Score -2.694117e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 12259 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 14724 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 7081 members 
Mstep: Class 8 contains 30307 members 
Mstep: Class 9 contains 29882 members 
Mstep: Class 10 contains 16151 members 
Mstep: Class 11 contains 102663 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 8055 members 
Mstep: Class 16 contains 10559 members 
Mstep: Class 17 contains 42527 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 6173 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 22 contains 5459 members 
Mstep: Class 23 contains 5500 members 
Mstep: Class 24 contains 13188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941148.000000 Penalty: 48720.890625
Iteration 70Q: 24 clusters Score -2.694115e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 29756 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 14704 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 30274 members 
Mstep: Class 9 contains 29869 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 102656 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 1200 members 
Mstep: Class 14 contains 9430 members 
Mstep: Class 15 contains 8004 members 
Mstep: Class 16 contains 10492 members 
Mstep: Class 17 contains 42300 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 6173 members 
Mstep: Class 20 contains 2291 members 
Mstep: Class 22 contains 5460 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 13191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941284.000000 Penalty: 48720.890625
Iteration 71Q: 24 clusters Score -2.694128e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 29756 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 14684 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 6996 members 
Mstep: Class 8 contains 30240 members 
Mstep: Class 9 contains 29866 members 
Mstep: Class 10 contains 16270 members 
Mstep: Class 11 contains 102639 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 9426 members 
Mstep: Class 15 contains 7953 members 
Mstep: Class 16 contains 10430 members 
Mstep: Class 17 contains 42084 members 
Mstep: Class 18 contains 6809 members 
Mstep: Class 19 contains 6175 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 22 contains 5459 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941368.000000 Penalty: 48720.890625
Iteration 72Q: 24 clusters Score -2.694137e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 29751 members 
Mstep: Class 4 contains 3147 members 
Mstep: Class 5 contains 14675 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 30209 members 
Mstep: Class 9 contains 29865 members 
Mstep: Class 10 contains 16334 members 
Mstep: Class 11 contains 102627 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 9424 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 10363 members 
Mstep: Class 17 contains 41883 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 6173 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 22 contains 5461 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 13192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941442.000000 Penalty: 48720.890625
Iteration 73Q: 24 clusters Score -2.694144e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 29748 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 14670 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 6921 members 
Mstep: Class 8 contains 30174 members 
Mstep: Class 9 contains 29864 members 
Mstep: Class 10 contains 16386 members 
Mstep: Class 11 contains 102625 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 9421 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 10293 members 
Mstep: Class 17 contains 41661 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 6169 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 22 contains 5463 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 13192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941496.000000 Penalty: 48720.890625
Iteration 74Q: 24 clusters Score -2.69415e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 29742 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 14667 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 6891 members 
Mstep: Class 8 contains 30144 members 
Mstep: Class 9 contains 29862 members 
Mstep: Class 10 contains 16425 members 
Mstep: Class 11 contains 102610 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 1158 members 
Mstep: Class 14 contains 9418 members 
Mstep: Class 15 contains 7784 members 
Mstep: Class 16 contains 10218 members 
Mstep: Class 17 contains 41433 members 
Mstep: Class 18 contains 6809 members 
Mstep: Class 19 contains 6167 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 22 contains 5462 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 13194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941598.000000 Penalty: 48720.890625
Iteration 75Q: 24 clusters Score -2.69416e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 12184 members 
Mstep: Class 3 contains 29740 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 14669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 30117 members 
Mstep: Class 9 contains 29858 members 
Mstep: Class 10 contains 16472 members 
Mstep: Class 11 contains 102610 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 14 contains 9419 members 
Mstep: Class 15 contains 7713 members 
Mstep: Class 16 contains 10157 members 
Mstep: Class 17 contains 41185 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 6163 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 22 contains 5461 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 13194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941704.000000 Penalty: 48720.890625
Iteration 76Q: 24 clusters Score -2.69417e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 98769 members 
Mstep: Class 2 contains 12169 members 
Mstep: Class 3 contains 29727 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 14674 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 6834 members 
Mstep: Class 8 contains 30088 members 
Mstep: Class 9 contains 29855 members 
Mstep: Class 10 contains 16518 members 
Mstep: Class 11 contains 102601 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 9418 members 
Mstep: Class 15 contains 7638 members 
Mstep: Class 16 contains 10089 members 
Mstep: Class 17 contains 40945 members 
Mstep: Class 18 contains 6811 members 
Mstep: Class 19 contains 6160 members 
Mstep: Class 20 contains 2298 members 
Mstep: Class 22 contains 5460 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 13196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941638.000000 Penalty: 48720.890625
Iteration 77Q: 24 clusters Score -2.694164e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 12154 members 
Mstep: Class 3 contains 29725 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 14668 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 6814 members 
Mstep: Class 8 contains 30056 members 
Mstep: Class 9 contains 29848 members 
Mstep: Class 10 contains 16562 members 
Mstep: Class 11 contains 102599 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 7559 members 
Mstep: Class 16 contains 10021 members 
Mstep: Class 17 contains 40730 members 
Mstep: Class 18 contains 6814 members 
Mstep: Class 19 contains 6159 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 22 contains 5459 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 13199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941756.000000 Penalty: 48720.890625
Iteration 78Q: 24 clusters Score -2.694176e+07 nChanged 716
Entering ConstructFrom: 
Score: -26941756.000000 Penalty: 48720.890625
Entering ConstructFrom: 
Trying to split cluster 1 (99602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Entering Unmasked Estep 
Score: -6110979.500000 Penalty: 1870.202393
	Iteration 0F: 2 clusters Score -6110980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -6044291.000000 Penalty: 3740.404785
	Iteration 0F: 3 clusters Score -6044291 nChanged 47395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -6072316.000000 Penalty: 3740.404785
	Iteration 1F: 3 clusters Score -6072316 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -6073479.000000 Penalty: 3740.404785
	Iteration 2Q: 3 clusters Score -6073479 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -6075424.500000 Penalty: 3740.404785
	Iteration 3Q: 3 clusters Score -6075424 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -6078493.500000 Penalty: 3740.404785
	Iteration 4F: 3 clusters Score -6078494 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -6083650.500000 Penalty: 3740.404785
	Iteration 5F: 3 clusters Score -6083650 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 80786 members 
Entering Unmasked Estep 
Score: -6090952.000000 Penalty: 3740.404785
	Iteration 6F: 3 clusters Score -6090952 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -6099003.000000 Penalty: 3740.404785
	Iteration 7F: 3 clusters Score -6099003 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -6104930.000000 Penalty: 3740.404785
	Iteration 8F: 3 clusters Score -6104930 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -6107741.000000 Penalty: 3740.404785
	Iteration 9Q: 3 clusters Score -6107741 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 98900 members 
Entering Unmasked Estep 
Score: -6108750.500000 Penalty: 3740.404785
	Iteration 10Q: 3 clusters Score -6108750 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -6109094.500000 Penalty: 3740.404785
	Iteration 11Q: 3 clusters Score -6109094 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 99327 members 
Entering Unmasked Estep 
Score: -6109206.500000 Penalty: 3740.404785
	Iteration 12Q: 3 clusters Score -6109206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -6109250.000000 Penalty: 3740.404785
	Iteration 13Q: 3 clusters Score -6109250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -6109275.000000 Penalty: 3740.404785
	Iteration 14Q: 3 clusters Score -6109275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -6109279.500000 Penalty: 3740.404785
	Iteration 15Q: 3 clusters Score -6109280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -6109288.500000 Penalty: 3740.404785
	Iteration 16Q: 3 clusters Score -6109288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 99395 members 
Entering Unmasked Estep 
Score: -6109290.500000 Penalty: 3740.404785
	Iteration 17Q: 3 clusters Score -6109290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -6109297.000000 Penalty: 3740.404785
	Iteration 18Q: 3 clusters Score -6109297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -6109300.000000 Penalty: 3740.404785
	Iteration 19Q: 3 clusters Score -6109300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -6109304.500000 Penalty: 3740.404785
	Iteration 20F: 3 clusters Score -6109304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Entering Unmasked Estep 
Score: -719487.375000 Penalty: 1528.219116
	Iteration 0F: 2 clusters Score -719487.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -711013.937500 Penalty: 3056.438232
	Iteration 0F: 3 clusters Score -711013.9 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -714254.312500 Penalty: 3056.438232
	Iteration 1F: 3 clusters Score -714254.3 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -715045.187500 Penalty: 3056.438232
	Iteration 2F: 3 clusters Score -715045.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -715997.687500 Penalty: 3056.438232
	Iteration 3F: 3 clusters Score -715997.7 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -716821.812500 Penalty: 3056.438232
	Iteration 4F: 3 clusters Score -716821.8 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -717688.812500 Penalty: 3056.438232
	Iteration 5F: 3 clusters Score -717688.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -718371.000000 Penalty: 3056.438232
	Iteration 6F: 3 clusters Score -718371 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -718830.625000 Penalty: 3056.438232
	Iteration 7Q: 3 clusters Score -718830.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -719046.062500 Penalty: 3056.438232
	Iteration 8Q: 3 clusters Score -719046.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -719134.500000 Penalty: 3056.438232
	Iteration 9Q: 3 clusters Score -719134.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -719179.625000 Penalty: 3056.438232
	Iteration 10Q: 3 clusters Score -719179.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -719199.000000 Penalty: 3056.438232
	Iteration 11Q: 3 clusters Score -719199 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -719216.312500 Penalty: 3056.438232
	Iteration 12Q: 3 clusters Score -719216.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -719225.875000 Penalty: 3056.438232
	Iteration 13Q: 3 clusters Score -719225.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -719233.250000 Penalty: 3056.438232
	Iteration 14Q: 3 clusters Score -719233.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -719238.500000 Penalty: 3056.438232
	Iteration 15Q: 3 clusters Score -719238.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -719239.812500 Penalty: 3056.438232
	Iteration 16Q: 3 clusters Score -719239.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -719241.687500 Penalty: 3056.438232
	Iteration 17Q: 3 clusters Score -719241.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -719242.312500 Penalty: 3056.438232
	Iteration 18Q: 3 clusters Score -719242.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -719244.062500 Penalty: 3056.438232
	Iteration 19Q: 3 clusters Score -719244.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -719243.437500 Penalty: 3056.438232
	Iteration 20F: 3 clusters Score -719243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -719243.625000 Penalty: 3056.438232
	Iteration 21Q: 3 clusters Score -719243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -719243.062500 Penalty: 3056.438232
	Iteration 22Q: 3 clusters Score -719243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -719243.125000 Penalty: 3056.438232
	Iteration 23Q: 3 clusters Score -719243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -719243.125000 Penalty: 3056.438232
	Iteration 24F: 3 clusters Score -719243.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Entering Unmasked Estep 
Score: -1824884.875000 Penalty: 1673.708374
	Iteration 0F: 2 clusters Score -1824885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1804862.500000 Penalty: 3347.416748
	Iteration 0F: 3 clusters Score -1804862 nChanged 13636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1812288.500000 Penalty: 3347.416748
	Iteration 1F: 3 clusters Score -1812288 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1812580.875000 Penalty: 3347.416748
	Iteration 2Q: 3 clusters Score -1812581 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1812841.125000 Penalty: 3347.416748
	Iteration 3Q: 3 clusters Score -1812841 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1813155.125000 Penalty: 3347.416748
	Iteration 4Q: 3 clusters Score -1813155 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1813596.875000 Penalty: 3347.416748
	Iteration 5Q: 3 clusters Score -1813597 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1814246.375000 Penalty: 3347.416748
	Iteration 6Q: 3 clusters Score -1814246 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1815016.500000 Penalty: 3347.416748
	Iteration 7Q: 3 clusters Score -1815016 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1815752.625000 Penalty: 3347.416748
	Iteration 8Q: 3 clusters Score -1815753 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1816401.750000 Penalty: 3347.416748
	Iteration 9Q: 3 clusters Score -1816402 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1817049.000000 Penalty: 3347.416748
	Iteration 10Q: 3 clusters Score -1817049 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1817676.750000 Penalty: 3347.416748
	Iteration 11Q: 3 clusters Score -1817677 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1818280.875000 Penalty: 3347.416748
	Iteration 12Q: 3 clusters Score -1818281 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1818790.125000 Penalty: 3347.416748
	Iteration 13Q: 3 clusters Score -1818790 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1819226.750000 Penalty: 3347.416748
	Iteration 14Q: 3 clusters Score -1819227 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1819564.375000 Penalty: 3347.416748
	Iteration 15Q: 3 clusters Score -1819564 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1819852.000000 Penalty: 3347.416748
	Iteration 16Q: 3 clusters Score -1819852 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1820101.750000 Penalty: 3347.416748
	Iteration 17Q: 3 clusters Score -1820102 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1820326.500000 Penalty: 3347.416748
	Iteration 18Q: 3 clusters Score -1820326 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1820510.750000 Penalty: 3347.416748
	Iteration 19Q: 3 clusters Score -1820511 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1820695.375000 Penalty: 3347.416748
	Iteration 20F: 3 clusters Score -1820695 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1820860.125000 Penalty: 3347.416748
	Iteration 21Q: 3 clusters Score -1820860 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1821012.875000 Penalty: 3347.416748
	Iteration 22Q: 3 clusters Score -1821013 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1821167.875000 Penalty: 3347.416748
	Iteration 23Q: 3 clusters Score -1821168 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1821278.750000 Penalty: 3347.416748
	Iteration 24Q: 3 clusters Score -1821279 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1821378.500000 Penalty: 3347.416748
	Iteration 25Q: 3 clusters Score -1821378 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1821465.250000 Penalty: 3347.416748
	Iteration 26Q: 3 clusters Score -1821465 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1821520.500000 Penalty: 3347.416748
	Iteration 27Q: 3 clusters Score -1821520 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1821591.750000 Penalty: 3347.416748
	Iteration 28Q: 3 clusters Score -1821592 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1821654.000000 Penalty: 3347.416748
	Iteration 29Q: 3 clusters Score -1821654 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1821719.500000 Penalty: 3347.416748
	Iteration 30Q: 3 clusters Score -1821720 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1821772.500000 Penalty: 3347.416748
	Iteration 31Q: 3 clusters Score -1821772 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1821830.125000 Penalty: 3347.416748
	Iteration 32Q: 3 clusters Score -1821830 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1821872.750000 Penalty: 3347.416748
	Iteration 33Q: 3 clusters Score -1821873 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1821931.750000 Penalty: 3347.416748
	Iteration 34Q: 3 clusters Score -1821932 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1821994.125000 Penalty: 3347.416748
	Iteration 35Q: 3 clusters Score -1821994 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1822045.375000 Penalty: 3347.416748
	Iteration 36Q: 3 clusters Score -1822045 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1822088.750000 Penalty: 3347.416748
	Iteration 37Q: 3 clusters Score -1822089 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1822145.625000 Penalty: 3347.416748
	Iteration 38Q: 3 clusters Score -1822146 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1822201.625000 Penalty: 3347.416748
	Iteration 39Q: 3 clusters Score -1822202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1822247.125000 Penalty: 3347.416748
	Iteration 40F: 3 clusters Score -1822247 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1822305.625000 Penalty: 3347.416748
	Iteration 41Q: 3 clusters Score -1822306 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1822358.875000 Penalty: 3347.416748
	Iteration 42Q: 3 clusters Score -1822359 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1822407.250000 Penalty: 3347.416748
	Iteration 43Q: 3 clusters Score -1822407 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1822452.875000 Penalty: 3347.416748
	Iteration 44Q: 3 clusters Score -1822453 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1822509.125000 Penalty: 3347.416748
	Iteration 45Q: 3 clusters Score -1822509 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1822568.000000 Penalty: 3347.416748
	Iteration 46Q: 3 clusters Score -1822568 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1822624.500000 Penalty: 3347.416748
	Iteration 47Q: 3 clusters Score -1822624 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1822696.500000 Penalty: 3347.416748
	Iteration 48Q: 3 clusters Score -1822696 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1822761.250000 Penalty: 3347.416748
	Iteration 49Q: 3 clusters Score -1822761 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1822824.750000 Penalty: 3347.416748
	Iteration 50Q: 3 clusters Score -1822825 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1822917.250000 Penalty: 3347.416748
	Iteration 51Q: 3 clusters Score -1822917 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1823019.125000 Penalty: 3347.416748
	Iteration 52Q: 3 clusters Score -1823019 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1823094.125000 Penalty: 3347.416748
	Iteration 53Q: 3 clusters Score -1823094 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1823156.500000 Penalty: 3347.416748
	Iteration 54Q: 3 clusters Score -1823156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1823215.750000 Penalty: 3347.416748
	Iteration 55Q: 3 clusters Score -1823216 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1823280.125000 Penalty: 3347.416748
	Iteration 56Q: 3 clusters Score -1823280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1823337.750000 Penalty: 3347.416748
	Iteration 57Q: 3 clusters Score -1823338 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1823379.750000 Penalty: 3347.416748
	Iteration 58Q: 3 clusters Score -1823380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1823408.750000 Penalty: 3347.416748
	Iteration 59Q: 3 clusters Score -1823409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1823427.000000 Penalty: 3347.416748
	Iteration 60F: 3 clusters Score -1823427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1823442.375000 Penalty: 3347.416748
	Iteration 61Q: 3 clusters Score -1823442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1823448.000000 Penalty: 3347.416748
	Iteration 62Q: 3 clusters Score -1823448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1823455.750000 Penalty: 3347.416748
	Iteration 63Q: 3 clusters Score -1823456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1823463.625000 Penalty: 3347.416748
	Iteration 64Q: 3 clusters Score -1823464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1823475.375000 Penalty: 3347.416748
	Iteration 65Q: 3 clusters Score -1823475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1823489.500000 Penalty: 3347.416748
	Iteration 66Q: 3 clusters Score -1823490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1823488.750000 Penalty: 3347.416748
	Iteration 67Q: 3 clusters Score -1823489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1823490.125000 Penalty: 3347.416748
	Iteration 68Q: 3 clusters Score -1823490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1823496.625000 Penalty: 3347.416748
	Iteration 69Q: 3 clusters Score -1823497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1823501.250000 Penalty: 3347.416748
	Iteration 70Q: 3 clusters Score -1823501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1823504.000000 Penalty: 3347.416748
	Iteration 71Q: 3 clusters Score -1823504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1823506.500000 Penalty: 3347.416748
	Iteration 72Q: 3 clusters Score -1823506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1823514.875000 Penalty: 3347.416748
	Iteration 73Q: 3 clusters Score -1823515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1823520.125000 Penalty: 3347.416748
	Iteration 74Q: 3 clusters Score -1823520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1823527.000000 Penalty: 3347.416748
	Iteration 75Q: 3 clusters Score -1823527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1823526.125000 Penalty: 3347.416748
	Iteration 76Q: 3 clusters Score -1823526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1823526.000000 Penalty: 3347.416748
	Iteration 77Q: 3 clusters Score -1823526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1823530.875000 Penalty: 3347.416748
	Iteration 78Q: 3 clusters Score -1823531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1823529.750000 Penalty: 3347.416748
	Iteration 79Q: 3 clusters Score -1823530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1823528.875000 Penalty: 3347.416748
	Iteration 80F: 3 clusters Score -1823529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -189960.375000 Penalty: 1309.272339
	Iteration 0F: 2 clusters Score -189960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -187158.578125 Penalty: 2618.544678
	Iteration 0F: 3 clusters Score -187158.6 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -187930.515625 Penalty: 2618.544678
	Iteration 1F: 3 clusters Score -187930.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -188120.015625 Penalty: 2618.544678
	Iteration 2F: 3 clusters Score -188120 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -188247.968750 Penalty: 2618.544678
	Iteration 3F: 3 clusters Score -188248 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -188325.203125 Penalty: 2618.544678
	Iteration 4Q: 3 clusters Score -188325.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -188398.125000 Penalty: 2618.544678
	Iteration 5Q: 3 clusters Score -188398.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -188458.203125 Penalty: 2618.544678
	Iteration 6Q: 3 clusters Score -188458.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -188507.781250 Penalty: 2618.544678
	Iteration 7Q: 3 clusters Score -188507.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -188577.390625 Penalty: 2618.544678
	Iteration 8Q: 3 clusters Score -188577.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -188635.312500 Penalty: 2618.544678
	Iteration 9Q: 3 clusters Score -188635.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -188701.796875 Penalty: 2618.544678
	Iteration 10Q: 3 clusters Score -188701.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -188777.953125 Penalty: 2618.544678
	Iteration 11Q: 3 clusters Score -188778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -188863.921875 Penalty: 2618.544678
	Iteration 12Q: 3 clusters Score -188863.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -188951.609375 Penalty: 2618.544678
	Iteration 13Q: 3 clusters Score -188951.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -189028.421875 Penalty: 2618.544678
	Iteration 14Q: 3 clusters Score -189028.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -189111.671875 Penalty: 2618.544678
	Iteration 15Q: 3 clusters Score -189111.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -189258.484375 Penalty: 2618.544678
	Iteration 16Q: 3 clusters Score -189258.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -189358.890625 Penalty: 2618.544678
	Iteration 17Q: 3 clusters Score -189358.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -189416.890625 Penalty: 2618.544678
	Iteration 18Q: 3 clusters Score -189416.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -189472.984375 Penalty: 2618.544678
	Iteration 19Q: 3 clusters Score -189473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -189522.328125 Penalty: 2618.544678
	Iteration 20F: 3 clusters Score -189522.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -189577.796875 Penalty: 2618.544678
	Iteration 21Q: 3 clusters Score -189577.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -189632.203125 Penalty: 2618.544678
	Iteration 22Q: 3 clusters Score -189632.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -189666.843750 Penalty: 2618.544678
	Iteration 23Q: 3 clusters Score -189666.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -189690.156250 Penalty: 2618.544678
	Iteration 24Q: 3 clusters Score -189690.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -189710.375000 Penalty: 2618.544678
	Iteration 25Q: 3 clusters Score -189710.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -189746.593750 Penalty: 2618.544678
	Iteration 26Q: 3 clusters Score -189746.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -189775.484375 Penalty: 2618.544678
	Iteration 27Q: 3 clusters Score -189775.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -189798.812500 Penalty: 2618.544678
	Iteration 28Q: 3 clusters Score -189798.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -189819.968750 Penalty: 2618.544678
	Iteration 29Q: 3 clusters Score -189820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -189831.593750 Penalty: 2618.544678
	Iteration 30Q: 3 clusters Score -189831.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -189844.125000 Penalty: 2618.544678
	Iteration 31Q: 3 clusters Score -189844.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -189855.015625 Penalty: 2618.544678
	Iteration 32Q: 3 clusters Score -189855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -189857.609375 Penalty: 2618.544678
	Iteration 33Q: 3 clusters Score -189857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -189859.281250 Penalty: 2618.544678
	Iteration 34Q: 3 clusters Score -189859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -189860.906250 Penalty: 2618.544678
	Iteration 35Q: 3 clusters Score -189860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -189863.265625 Penalty: 2618.544678
	Iteration 36Q: 3 clusters Score -189863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -189865.750000 Penalty: 2618.544678
	Iteration 37Q: 3 clusters Score -189865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -189866.453125 Penalty: 2618.544678
	Iteration 38Q: 3 clusters Score -189866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -189866.734375 Penalty: 2618.544678
	Iteration 39Q: 3 clusters Score -189866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -189866.734375 Penalty: 2618.544678
	Iteration 40F: 3 clusters Score -189866.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Entering Unmasked Estep 
Score: -920347.000000 Penalty: 1558.986694
	Iteration 0F: 2 clusters Score -920347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -910126.875000 Penalty: 3117.973389
	Iteration 0F: 3 clusters Score -910126.9 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -913580.875000 Penalty: 3117.973389
	Iteration 1F: 3 clusters Score -913580.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -913868.937500 Penalty: 3117.973389
	Iteration 2F: 3 clusters Score -913868.9 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -914110.250000 Penalty: 3117.973389
	Iteration 3Q: 3 clusters Score -914110.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -914302.750000 Penalty: 3117.973389
	Iteration 4Q: 3 clusters Score -914302.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -914502.000000 Penalty: 3117.973389
	Iteration 5Q: 3 clusters Score -914502 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -914707.812500 Penalty: 3117.973389
	Iteration 6Q: 3 clusters Score -914707.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -914961.875000 Penalty: 3117.973389
	Iteration 7Q: 3 clusters Score -914961.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -915273.875000 Penalty: 3117.973389
	Iteration 8Q: 3 clusters Score -915273.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -915692.125000 Penalty: 3117.973389
	Iteration 9Q: 3 clusters Score -915692.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -916195.000000 Penalty: 3117.973389
	Iteration 10F: 3 clusters Score -916195 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -916820.000000 Penalty: 3117.973389
	Iteration 11F: 3 clusters Score -916820 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -917451.000000 Penalty: 3117.973389
	Iteration 12Q: 3 clusters Score -917451 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -918009.187500 Penalty: 3117.973389
	Iteration 13Q: 3 clusters Score -918009.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -918405.812500 Penalty: 3117.973389
	Iteration 14Q: 3 clusters Score -918405.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -918618.125000 Penalty: 3117.973389
	Iteration 15Q: 3 clusters Score -918618.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -918760.750000 Penalty: 3117.973389
	Iteration 16Q: 3 clusters Score -918760.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -918867.062500 Penalty: 3117.973389
	Iteration 17Q: 3 clusters Score -918867.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -918937.562500 Penalty: 3117.973389
	Iteration 18Q: 3 clusters Score -918937.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -918975.812500 Penalty: 3117.973389
	Iteration 19Q: 3 clusters Score -918975.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -919007.812500 Penalty: 3117.973389
	Iteration 20F: 3 clusters Score -919007.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -919022.937500 Penalty: 3117.973389
	Iteration 21Q: 3 clusters Score -919022.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -919029.500000 Penalty: 3117.973389
	Iteration 22Q: 3 clusters Score -919029.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -919042.000000 Penalty: 3117.973389
	Iteration 23Q: 3 clusters Score -919042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -919056.687500 Penalty: 3117.973389
	Iteration 24Q: 3 clusters Score -919056.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -919063.125000 Penalty: 3117.973389
	Iteration 25Q: 3 clusters Score -919063.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -919067.875000 Penalty: 3117.973389
	Iteration 26Q: 3 clusters Score -919067.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -919070.375000 Penalty: 3117.973389
	Iteration 27Q: 3 clusters Score -919070.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -919072.687500 Penalty: 3117.973389
	Iteration 28Q: 3 clusters Score -919072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -919081.312500 Penalty: 3117.973389
	Iteration 29Q: 3 clusters Score -919081.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -919082.375000 Penalty: 3117.973389
	Iteration 30Q: 3 clusters Score -919082.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -919085.062500 Penalty: 3117.973389
	Iteration 31Q: 3 clusters Score -919085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -919091.125000 Penalty: 3117.973389
	Iteration 32Q: 3 clusters Score -919091.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -919095.625000 Penalty: 3117.973389
	Iteration 33Q: 3 clusters Score -919095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -919098.312500 Penalty: 3117.973389
	Iteration 34Q: 3 clusters Score -919098.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -919102.687500 Penalty: 3117.973389
	Iteration 35Q: 3 clusters Score -919102.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -919105.062500 Penalty: 3117.973389
	Iteration 36Q: 3 clusters Score -919105.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -919109.500000 Penalty: 3117.973389
	Iteration 37Q: 3 clusters Score -919109.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -919114.125000 Penalty: 3117.973389
	Iteration 38Q: 3 clusters Score -919114.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -919115.062500 Penalty: 3117.973389
	Iteration 39Q: 3 clusters Score -919115.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -919121.312500 Penalty: 3117.973389
	Iteration 40F: 3 clusters Score -919121.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -919124.812500 Penalty: 3117.973389
	Iteration 41Q: 3 clusters Score -919124.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -919129.812500 Penalty: 3117.973389
	Iteration 42Q: 3 clusters Score -919129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -919131.375000 Penalty: 3117.973389
	Iteration 43Q: 3 clusters Score -919131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -919138.812500 Penalty: 3117.973389
	Iteration 44Q: 3 clusters Score -919138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -919143.562500 Penalty: 3117.973389
	Iteration 45Q: 3 clusters Score -919143.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -919147.687500 Penalty: 3117.973389
	Iteration 46Q: 3 clusters Score -919147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -919148.750000 Penalty: 3117.973389
	Iteration 47Q: 3 clusters Score -919148.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -919155.250000 Penalty: 3117.973389
	Iteration 48Q: 3 clusters Score -919155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -919159.562500 Penalty: 3117.973389
	Iteration 49Q: 3 clusters Score -919159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -919165.375000 Penalty: 3117.973389
	Iteration 50Q: 3 clusters Score -919165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -919165.937500 Penalty: 3117.973389
	Iteration 51Q: 3 clusters Score -919165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -919167.750000 Penalty: 3117.973389
	Iteration 52Q: 3 clusters Score -919167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -919168.437500 Penalty: 3117.973389
	Iteration 53Q: 3 clusters Score -919168.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -919171.625000 Penalty: 3117.973389
	Iteration 54Q: 3 clusters Score -919171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -919173.437500 Penalty: 3117.973389
	Iteration 55Q: 3 clusters Score -919173.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -919174.562500 Penalty: 3117.973389
	Iteration 56Q: 3 clusters Score -919174.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -919178.812500 Penalty: 3117.973389
	Iteration 57Q: 3 clusters Score -919178.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -919178.562500 Penalty: 3117.973389
	Iteration 58Q: 3 clusters Score -919178.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -919182.437500 Penalty: 3117.973389
	Iteration 59Q: 3 clusters Score -919182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -919183.062500 Penalty: 3117.973389
	Iteration 60F: 3 clusters Score -919183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -919184.750000 Penalty: 3117.973389
	Iteration 61Q: 3 clusters Score -919184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -919183.562500 Penalty: 3117.973389
	Iteration 62Q: 3 clusters Score -919183.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -919184.812500 Penalty: 3117.973389
	Iteration 63Q: 3 clusters Score -919184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -919187.812500 Penalty: 3117.973389
	Iteration 64Q: 3 clusters Score -919187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -919188.312500 Penalty: 3117.973389
	Iteration 65Q: 3 clusters Score -919188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -919188.312500 Penalty: 3117.973389
	Iteration 66F: 3 clusters Score -919188.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Entering Unmasked Estep 
Score: -110618.515625 Penalty: 1245.151001
	Iteration 0F: 2 clusters Score -110618.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -108493.156250 Penalty: 2490.302002
	Iteration 0F: 3 clusters Score -108493.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -109053.546875 Penalty: 2490.302002
	Iteration 1F: 3 clusters Score -109053.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -109304.265625 Penalty: 2490.302002
	Iteration 2F: 3 clusters Score -109304.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -109455.492188 Penalty: 2490.302002
	Iteration 3F: 3 clusters Score -109455.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -109569.500000 Penalty: 2490.302002
	Iteration 4Q: 3 clusters Score -109569.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -109641.218750 Penalty: 2490.302002
	Iteration 5Q: 3 clusters Score -109641.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -109668.210938 Penalty: 2490.302002
	Iteration 6Q: 3 clusters Score -109668.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -109688.468750 Penalty: 2490.302002
	Iteration 7Q: 3 clusters Score -109688.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -109702.531250 Penalty: 2490.302002
	Iteration 8Q: 3 clusters Score -109702.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -109713.875000 Penalty: 2490.302002
	Iteration 9Q: 3 clusters Score -109713.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -109726.929688 Penalty: 2490.302002
	Iteration 10Q: 3 clusters Score -109726.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -109736.257812 Penalty: 2490.302002
	Iteration 11Q: 3 clusters Score -109736.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -109743.078125 Penalty: 2490.302002
	Iteration 12Q: 3 clusters Score -109743.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -109749.132812 Penalty: 2490.302002
	Iteration 13Q: 3 clusters Score -109749.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -109754.367188 Penalty: 2490.302002
	Iteration 14Q: 3 clusters Score -109754.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -109761.640625 Penalty: 2490.302002
	Iteration 15Q: 3 clusters Score -109761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -109766.773438 Penalty: 2490.302002
	Iteration 16Q: 3 clusters Score -109766.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -109776.648438 Penalty: 2490.302002
	Iteration 17Q: 3 clusters Score -109776.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -109790.031250 Penalty: 2490.302002
	Iteration 18Q: 3 clusters Score -109790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -109798.960938 Penalty: 2490.302002
	Iteration 19Q: 3 clusters Score -109799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -109803.054688 Penalty: 2490.302002
	Iteration 20F: 3 clusters Score -109803.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -109807.984375 Penalty: 2490.302002
	Iteration 21Q: 3 clusters Score -109808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -109812.648438 Penalty: 2490.302002
	Iteration 22Q: 3 clusters Score -109812.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -109816.851562 Penalty: 2490.302002
	Iteration 23Q: 3 clusters Score -109816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -109821.351562 Penalty: 2490.302002
	Iteration 24Q: 3 clusters Score -109821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -109824.289062 Penalty: 2490.302002
	Iteration 25Q: 3 clusters Score -109824.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -109828.453125 Penalty: 2490.302002
	Iteration 26Q: 3 clusters Score -109828.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -109835.875000 Penalty: 2490.302002
	Iteration 27Q: 3 clusters Score -109835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -109847.164062 Penalty: 2490.302002
	Iteration 28Q: 3 clusters Score -109847.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -109855.093750 Penalty: 2490.302002
	Iteration 29Q: 3 clusters Score -109855.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -109862.820312 Penalty: 2490.302002
	Iteration 30Q: 3 clusters Score -109862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -109870.406250 Penalty: 2490.302002
	Iteration 31Q: 3 clusters Score -109870.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -109879.515625 Penalty: 2490.302002
	Iteration 32Q: 3 clusters Score -109879.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -109884.617188 Penalty: 2490.302002
	Iteration 33Q: 3 clusters Score -109884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -109889.109375 Penalty: 2490.302002
	Iteration 34Q: 3 clusters Score -109889.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -109895.460938 Penalty: 2490.302002
	Iteration 35Q: 3 clusters Score -109895.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -109901.984375 Penalty: 2490.302002
	Iteration 36Q: 3 clusters Score -109902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -109909.585938 Penalty: 2490.302002
	Iteration 37Q: 3 clusters Score -109909.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -109922.179688 Penalty: 2490.302002
	Iteration 38Q: 3 clusters Score -109922.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -109930.914062 Penalty: 2490.302002
	Iteration 39Q: 3 clusters Score -109930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -109939.148438 Penalty: 2490.302002
	Iteration 40F: 3 clusters Score -109939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -109941.890625 Penalty: 2490.302002
	Iteration 41Q: 3 clusters Score -109941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -109945.882812 Penalty: 2490.302002
	Iteration 42Q: 3 clusters Score -109945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -109951.718750 Penalty: 2490.302002
	Iteration 43Q: 3 clusters Score -109951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -109953.968750 Penalty: 2490.302002
	Iteration 44Q: 3 clusters Score -109954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -109956.312500 Penalty: 2490.302002
	Iteration 45Q: 3 clusters Score -109956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -109958.007812 Penalty: 2490.302002
	Iteration 46Q: 3 clusters Score -109958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -109959.703125 Penalty: 2490.302002
	Iteration 47Q: 3 clusters Score -109959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -109960.687500 Penalty: 2490.302002
	Iteration 48Q: 3 clusters Score -109960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -109960.687500 Penalty: 2490.302002
	Iteration 49F: 3 clusters Score -109960.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -416787.593750 Penalty: 1433.795044
	Iteration 0F: 2 clusters Score -416787.6 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 3390 members 
Entering Unmasked Estep 
Score: -411676.968750 Penalty: 2867.590088
	Iteration 0F: 3 clusters Score -411677 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -413186.062500 Penalty: 2867.590088
	Iteration 1F: 3 clusters Score -413186.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -413479.343750 Penalty: 2867.590088
	Iteration 2F: 3 clusters Score -413479.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -413776.187500 Penalty: 2867.590088
	Iteration 3F: 3 clusters Score -413776.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -414080.906250 Penalty: 2867.590088
	Iteration 4F: 3 clusters Score -414080.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -414378.250000 Penalty: 2867.590088
	Iteration 5F: 3 clusters Score -414378.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -414652.625000 Penalty: 2867.590088
	Iteration 6F: 3 clusters Score -414652.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -414890.437500 Penalty: 2867.590088
	Iteration 7F: 3 clusters Score -414890.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -415070.031250 Penalty: 2867.590088
	Iteration 8Q: 3 clusters Score -415070 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -415218.750000 Penalty: 2867.590088
	Iteration 9Q: 3 clusters Score -415218.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -415332.281250 Penalty: 2867.590088
	Iteration 10Q: 3 clusters Score -415332.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -415417.968750 Penalty: 2867.590088
	Iteration 11Q: 3 clusters Score -415418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -415488.468750 Penalty: 2867.590088
	Iteration 12Q: 3 clusters Score -415488.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -415551.531250 Penalty: 2867.590088
	Iteration 13Q: 3 clusters Score -415551.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -415609.843750 Penalty: 2867.590088
	Iteration 14Q: 3 clusters Score -415609.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -415664.843750 Penalty: 2867.590088
	Iteration 15Q: 3 clusters Score -415664.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -415709.812500 Penalty: 2867.590088
	Iteration 16Q: 3 clusters Score -415709.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -415747.281250 Penalty: 2867.590088
	Iteration 17Q: 3 clusters Score -415747.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -415770.656250 Penalty: 2867.590088
	Iteration 18Q: 3 clusters Score -415770.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -415788.531250 Penalty: 2867.590088
	Iteration 19Q: 3 clusters Score -415788.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -415803.312500 Penalty: 2867.590088
	Iteration 20F: 3 clusters Score -415803.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -415814.218750 Penalty: 2867.590088
	Iteration 21Q: 3 clusters Score -415814.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -415824.406250 Penalty: 2867.590088
	Iteration 22Q: 3 clusters Score -415824.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -415829.281250 Penalty: 2867.590088
	Iteration 23Q: 3 clusters Score -415829.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -415831.750000 Penalty: 2867.590088
	Iteration 24Q: 3 clusters Score -415831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -415834.031250 Penalty: 2867.590088
	Iteration 25Q: 3 clusters Score -415834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -415837.656250 Penalty: 2867.590088
	Iteration 26Q: 3 clusters Score -415837.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -415844.875000 Penalty: 2867.590088
	Iteration 27Q: 3 clusters Score -415844.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -415853.468750 Penalty: 2867.590088
	Iteration 28Q: 3 clusters Score -415853.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -415860.500000 Penalty: 2867.590088
	Iteration 29Q: 3 clusters Score -415860.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -415864.156250 Penalty: 2867.590088
	Iteration 30Q: 3 clusters Score -415864.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -415872.218750 Penalty: 2867.590088
	Iteration 31Q: 3 clusters Score -415872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -415878.375000 Penalty: 2867.590088
	Iteration 32Q: 3 clusters Score -415878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -415881.625000 Penalty: 2867.590088
	Iteration 33Q: 3 clusters Score -415881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -415885.531250 Penalty: 2867.590088
	Iteration 34Q: 3 clusters Score -415885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -415889.875000 Penalty: 2867.590088
	Iteration 35Q: 3 clusters Score -415889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -415889.312500 Penalty: 2867.590088
	Iteration 36Q: 3 clusters Score -415889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -415890.343750 Penalty: 2867.590088
	Iteration 37Q: 3 clusters Score -415890.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -415892.250000 Penalty: 2867.590088
	Iteration 38Q: 3 clusters Score -415892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -415892.218750 Penalty: 2867.590088
	Iteration 39Q: 3 clusters Score -415892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -415892.218750 Penalty: 2867.590088
	Iteration 40F: 3 clusters Score -415892.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Entering Unmasked Estep 
Score: -1884157.625000 Penalty: 1675.334717
	Iteration 0F: 2 clusters Score -1884158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1863995.625000 Penalty: 3350.669434
	Iteration 0F: 3 clusters Score -1863996 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1871705.125000 Penalty: 3350.669434
	Iteration 1F: 3 clusters Score -1871705 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1872060.625000 Penalty: 3350.669434
	Iteration 2Q: 3 clusters Score -1872061 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1872392.875000 Penalty: 3350.669434
	Iteration 3Q: 3 clusters Score -1872393 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1872763.625000 Penalty: 3350.669434
	Iteration 4Q: 3 clusters Score -1872764 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1873270.375000 Penalty: 3350.669434
	Iteration 5Q: 3 clusters Score -1873270 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1873932.750000 Penalty: 3350.669434
	Iteration 6Q: 3 clusters Score -1873933 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1874883.750000 Penalty: 3350.669434
	Iteration 7F: 3 clusters Score -1874884 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1876146.750000 Penalty: 3350.669434
	Iteration 8F: 3 clusters Score -1876147 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1877676.125000 Penalty: 3350.669434
	Iteration 9F: 3 clusters Score -1877676 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1879075.125000 Penalty: 3350.669434
	Iteration 10F: 3 clusters Score -1879075 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1880342.000000 Penalty: 3350.669434
	Iteration 11F: 3 clusters Score -1880342 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1881313.500000 Penalty: 3350.669434
	Iteration 12Q: 3 clusters Score -1881314 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1881954.625000 Penalty: 3350.669434
	Iteration 13Q: 3 clusters Score -1881955 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1882301.125000 Penalty: 3350.669434
	Iteration 14Q: 3 clusters Score -1882301 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1882479.625000 Penalty: 3350.669434
	Iteration 15Q: 3 clusters Score -1882480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1882557.750000 Penalty: 3350.669434
	Iteration 16Q: 3 clusters Score -1882558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1882622.750000 Penalty: 3350.669434
	Iteration 17Q: 3 clusters Score -1882623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1882664.625000 Penalty: 3350.669434
	Iteration 18Q: 3 clusters Score -1882665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1882694.750000 Penalty: 3350.669434
	Iteration 19Q: 3 clusters Score -1882695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1882715.125000 Penalty: 3350.669434
	Iteration 20F: 3 clusters Score -1882715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1882723.875000 Penalty: 3350.669434
	Iteration 21Q: 3 clusters Score -1882724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1882728.750000 Penalty: 3350.669434
	Iteration 22Q: 3 clusters Score -1882729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1882739.500000 Penalty: 3350.669434
	Iteration 23Q: 3 clusters Score -1882740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1882745.625000 Penalty: 3350.669434
	Iteration 24Q: 3 clusters Score -1882746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1882749.375000 Penalty: 3350.669434
	Iteration 25Q: 3 clusters Score -1882749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1882756.000000 Penalty: 3350.669434
	Iteration 26Q: 3 clusters Score -1882756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1882761.000000 Penalty: 3350.669434
	Iteration 27Q: 3 clusters Score -1882761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1882764.875000 Penalty: 3350.669434
	Iteration 28Q: 3 clusters Score -1882765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1882764.875000 Penalty: 3350.669434
	Iteration 29F: 3 clusters Score -1882765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Entering Unmasked Estep 
Score: -1822676.750000 Penalty: 1674.352051
	Iteration 0F: 2 clusters Score -1822677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1802628.250000 Penalty: 3348.704102
	Iteration 0F: 3 clusters Score -1802628 nChanged 13688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1810207.500000 Penalty: 3348.704102
	Iteration 1F: 3 clusters Score -1810208 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1810593.500000 Penalty: 3348.704102
	Iteration 2Q: 3 clusters Score -1810594 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1811066.000000 Penalty: 3348.704102
	Iteration 3Q: 3 clusters Score -1811066 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1811724.500000 Penalty: 3348.704102
	Iteration 4Q: 3 clusters Score -1811724 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1812822.125000 Penalty: 3348.704102
	Iteration 5F: 3 clusters Score -1812822 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1814736.625000 Penalty: 3348.704102
	Iteration 6F: 3 clusters Score -1814737 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1817103.000000 Penalty: 3348.704102
	Iteration 7F: 3 clusters Score -1817103 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1819132.375000 Penalty: 3348.704102
	Iteration 8F: 3 clusters Score -1819132 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1820329.625000 Penalty: 3348.704102
	Iteration 9Q: 3 clusters Score -1820330 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1820860.000000 Penalty: 3348.704102
	Iteration 10Q: 3 clusters Score -1820860 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1821073.375000 Penalty: 3348.704102
	Iteration 11Q: 3 clusters Score -1821073 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1821203.500000 Penalty: 3348.704102
	Iteration 12Q: 3 clusters Score -1821204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1821265.500000 Penalty: 3348.704102
	Iteration 13Q: 3 clusters Score -1821266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1821302.125000 Penalty: 3348.704102
	Iteration 14Q: 3 clusters Score -1821302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1821329.625000 Penalty: 3348.704102
	Iteration 15Q: 3 clusters Score -1821330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1821340.875000 Penalty: 3348.704102
	Iteration 16Q: 3 clusters Score -1821341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1821351.750000 Penalty: 3348.704102
	Iteration 17Q: 3 clusters Score -1821352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1821357.875000 Penalty: 3348.704102
	Iteration 18Q: 3 clusters Score -1821358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1821367.500000 Penalty: 3348.704102
	Iteration 19Q: 3 clusters Score -1821368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1821373.000000 Penalty: 3348.704102
	Iteration 20F: 3 clusters Score -1821373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1821381.500000 Penalty: 3348.704102
	Iteration 21Q: 3 clusters Score -1821382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1821381.250000 Penalty: 3348.704102
	Iteration 22Q: 3 clusters Score -1821381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1821381.875000 Penalty: 3348.704102
	Iteration 23Q: 3 clusters Score -1821382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1821383.875000 Penalty: 3348.704102
	Iteration 24Q: 3 clusters Score -1821384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1821383.250000 Penalty: 3348.704102
	Iteration 25Q: 3 clusters Score -1821383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1821383.250000 Penalty: 3348.704102
	Iteration 26F: 3 clusters Score -1821383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Entering Unmasked Estep 
Score: -1046064.062500 Penalty: 1579.233765
	Iteration 0F: 2 clusters Score -1046064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1034653.375000 Penalty: 3158.467529
	Iteration 0F: 3 clusters Score -1034653 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1038598.625000 Penalty: 3158.467529
	Iteration 1F: 3 clusters Score -1038599 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1038837.937500 Penalty: 3158.467529
	Iteration 2Q: 3 clusters Score -1038838 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1039035.687500 Penalty: 3158.467529
	Iteration 3Q: 3 clusters Score -1039036 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1039237.062500 Penalty: 3158.467529
	Iteration 4Q: 3 clusters Score -1039237 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1039444.625000 Penalty: 3158.467529
	Iteration 5Q: 3 clusters Score -1039445 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1039705.125000 Penalty: 3158.467529
	Iteration 6Q: 3 clusters Score -1039705 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1040042.937500 Penalty: 3158.467529
	Iteration 7Q: 3 clusters Score -1040043 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1040493.625000 Penalty: 3158.467529
	Iteration 8F: 3 clusters Score -1040494 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1041103.687500 Penalty: 3158.467529
	Iteration 9F: 3 clusters Score -1041104 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1041862.500000 Penalty: 3158.467529
	Iteration 10F: 3 clusters Score -1041862 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1042688.312500 Penalty: 3158.467529
	Iteration 11F: 3 clusters Score -1042688 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1043430.562500 Penalty: 3158.467529
	Iteration 12F: 3 clusters Score -1043431 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1043960.125000 Penalty: 3158.467529
	Iteration 13Q: 3 clusters Score -1043960 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1044307.437500 Penalty: 3158.467529
	Iteration 14Q: 3 clusters Score -1044307 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1044490.625000 Penalty: 3158.467529
	Iteration 15Q: 3 clusters Score -1044491 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1044601.562500 Penalty: 3158.467529
	Iteration 16Q: 3 clusters Score -1044602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1044658.500000 Penalty: 3158.467529
	Iteration 17Q: 3 clusters Score -1044658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1044698.937500 Penalty: 3158.467529
	Iteration 18Q: 3 clusters Score -1044699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1044718.312500 Penalty: 3158.467529
	Iteration 19Q: 3 clusters Score -1044718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1044728.625000 Penalty: 3158.467529
	Iteration 20F: 3 clusters Score -1044729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1044739.312500 Penalty: 3158.467529
	Iteration 21Q: 3 clusters Score -1044739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1044741.375000 Penalty: 3158.467529
	Iteration 22Q: 3 clusters Score -1044741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1044750.250000 Penalty: 3158.467529
	Iteration 23Q: 3 clusters Score -1044750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1044752.437500 Penalty: 3158.467529
	Iteration 24Q: 3 clusters Score -1044752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1044757.437500 Penalty: 3158.467529
	Iteration 25Q: 3 clusters Score -1044757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1044758.125000 Penalty: 3158.467529
	Iteration 26Q: 3 clusters Score -1044758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1044758.125000 Penalty: 3158.467529
	Iteration 27F: 3 clusters Score -1044758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Entering Unmasked Estep 
Score: -6328079.500000 Penalty: 1875.011963
	Iteration 0F: 2 clusters Score -6328080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -6259414.000000 Penalty: 3750.023926
	Iteration 0F: 3 clusters Score -6259414 nChanged 49076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -6287942.500000 Penalty: 3750.023926
	Iteration 1F: 3 clusters Score -6287942 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -6288527.000000 Penalty: 3750.023926
	Iteration 2Q: 3 clusters Score -6288527 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -6289279.500000 Penalty: 3750.023926
	Iteration 3Q: 3 clusters Score -6289280 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -6290279.500000 Penalty: 3750.023926
	Iteration 4Q: 3 clusters Score -6290280 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6291635.000000 Penalty: 3750.023926
	Iteration 5Q: 3 clusters Score -6291635 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -6293585.000000 Penalty: 3750.023926
	Iteration 6Q: 3 clusters Score -6293585 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -6296741.500000 Penalty: 3750.023926
	Iteration 7Q: 3 clusters Score -6296742 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -6301332.500000 Penalty: 3750.023926
	Iteration 8F: 3 clusters Score -6301332 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -6306370.500000 Penalty: 3750.023926
	Iteration 9F: 3 clusters Score -6306370 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -6310490.000000 Penalty: 3750.023926
	Iteration 10F: 3 clusters Score -6310490 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -6313359.500000 Penalty: 3750.023926
	Iteration 11Q: 3 clusters Score -6313360 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -6315360.000000 Penalty: 3750.023926
	Iteration 12Q: 3 clusters Score -6315360 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -6316942.500000 Penalty: 3750.023926
	Iteration 13Q: 3 clusters Score -6316942 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -6318296.500000 Penalty: 3750.023926
	Iteration 14Q: 3 clusters Score -6318296 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -6319608.000000 Penalty: 3750.023926
	Iteration 15Q: 3 clusters Score -6319608 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93468 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -6320864.500000 Penalty: 3750.023926
	Iteration 16Q: 3 clusters Score -6320864 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95233 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -6322040.000000 Penalty: 3750.023926
	Iteration 17Q: 3 clusters Score -6322040 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -6323017.500000 Penalty: 3750.023926
	Iteration 18Q: 3 clusters Score -6323018 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6323871.500000 Penalty: 3750.023926
	Iteration 19Q: 3 clusters Score -6323872 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -6324583.500000 Penalty: 3750.023926
	Iteration 20F: 3 clusters Score -6324584 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6325125.000000 Penalty: 3750.023926
	Iteration 21Q: 3 clusters Score -6325125 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6325526.500000 Penalty: 3750.023926
	Iteration 22Q: 3 clusters Score -6325526 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6325799.000000 Penalty: 3750.023926
	Iteration 23Q: 3 clusters Score -6325799 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6325980.000000 Penalty: 3750.023926
	Iteration 24Q: 3 clusters Score -6325980 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6326136.000000 Penalty: 3750.023926
	Iteration 25Q: 3 clusters Score -6326136 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6326223.500000 Penalty: 3750.023926
	Iteration 26Q: 3 clusters Score -6326224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6326290.500000 Penalty: 3750.023926
	Iteration 27Q: 3 clusters Score -6326290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6326335.500000 Penalty: 3750.023926
	Iteration 28Q: 3 clusters Score -6326336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6326354.500000 Penalty: 3750.023926
	Iteration 29Q: 3 clusters Score -6326354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6326376.500000 Penalty: 3750.023926
	Iteration 30Q: 3 clusters Score -6326376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6326394.000000 Penalty: 3750.023926
	Iteration 31Q: 3 clusters Score -6326394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6326405.000000 Penalty: 3750.023926
	Iteration 32Q: 3 clusters Score -6326405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6326423.000000 Penalty: 3750.023926
	Iteration 33Q: 3 clusters Score -6326423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6326432.500000 Penalty: 3750.023926
	Iteration 34Q: 3 clusters Score -6326432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102056 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6326441.000000 Penalty: 3750.023926
	Iteration 35Q: 3 clusters Score -6326441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102065 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6326443.000000 Penalty: 3750.023926
	Iteration 36Q: 3 clusters Score -6326443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6326450.000000 Penalty: 3750.023926
	Iteration 37Q: 3 clusters Score -6326450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6326454.000000 Penalty: 3750.023926
	Iteration 38Q: 3 clusters Score -6326454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102077 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6326459.500000 Penalty: 3750.023926
	Iteration 39Q: 3 clusters Score -6326460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6326460.000000 Penalty: 3750.023926
	Iteration 40F: 3 clusters Score -6326460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6326458.500000 Penalty: 3750.023926
	Iteration 41Q: 3 clusters Score -6326458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102091 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6326463.500000 Penalty: 3750.023926
	Iteration 42Q: 3 clusters Score -6326464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102093 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6326465.000000 Penalty: 3750.023926
	Iteration 43Q: 3 clusters Score -6326465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102098 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6326467.000000 Penalty: 3750.023926
	Iteration 44Q: 3 clusters Score -6326467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6326473.000000 Penalty: 3750.023926
	Iteration 45Q: 3 clusters Score -6326473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102110 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6326476.000000 Penalty: 3750.023926
	Iteration 46Q: 3 clusters Score -6326476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102112 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6326478.000000 Penalty: 3750.023926
	Iteration 47Q: 3 clusters Score -6326478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6326486.000000 Penalty: 3750.023926
	Iteration 48Q: 3 clusters Score -6326486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102120 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6326478.500000 Penalty: 3750.023926
	Iteration 49Q: 3 clusters Score -6326478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102122 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6326484.000000 Penalty: 3750.023926
	Iteration 50Q: 3 clusters Score -6326484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6326483.000000 Penalty: 3750.023926
	Iteration 51Q: 3 clusters Score -6326483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6326483.000000 Penalty: 3750.023926
	Iteration 52F: 3 clusters Score -6326483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -173321.593750 Penalty: 1310.042847
	Iteration 0F: 2 clusters Score -173321.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -170519.187500 Penalty: 2620.085693
	Iteration 0F: 3 clusters Score -170519.2 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -171248.515625 Penalty: 2620.085693
	Iteration 1F: 3 clusters Score -171248.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -171413.140625 Penalty: 2620.085693
	Iteration 2F: 3 clusters Score -171413.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -171536.125000 Penalty: 2620.085693
	Iteration 3F: 3 clusters Score -171536.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -171652.265625 Penalty: 2620.085693
	Iteration 4Q: 3 clusters Score -171652.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -171756.578125 Penalty: 2620.085693
	Iteration 5Q: 3 clusters Score -171756.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -171854.890625 Penalty: 2620.085693
	Iteration 6Q: 3 clusters Score -171854.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -171976.703125 Penalty: 2620.085693
	Iteration 7Q: 3 clusters Score -171976.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -172158.671875 Penalty: 2620.085693
	Iteration 8Q: 3 clusters Score -172158.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -172384.281250 Penalty: 2620.085693
	Iteration 9Q: 3 clusters Score -172384.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -172577.718750 Penalty: 2620.085693
	Iteration 10Q: 3 clusters Score -172577.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -172719.671875 Penalty: 2620.085693
	Iteration 11Q: 3 clusters Score -172719.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -172830.968750 Penalty: 2620.085693
	Iteration 12Q: 3 clusters Score -172831 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -172922.218750 Penalty: 2620.085693
	Iteration 13Q: 3 clusters Score -172922.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -172969.171875 Penalty: 2620.085693
	Iteration 14Q: 3 clusters Score -172969.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -173025.625000 Penalty: 2620.085693
	Iteration 15Q: 3 clusters Score -173025.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -173078.828125 Penalty: 2620.085693
	Iteration 16Q: 3 clusters Score -173078.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -173133.796875 Penalty: 2620.085693
	Iteration 17Q: 3 clusters Score -173133.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -173188.281250 Penalty: 2620.085693
	Iteration 18Q: 3 clusters Score -173188.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -173246.281250 Penalty: 2620.085693
	Iteration 19Q: 3 clusters Score -173246.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -173272.812500 Penalty: 2620.085693
	Iteration 20F: 3 clusters Score -173272.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -173289.640625 Penalty: 2620.085693
	Iteration 21Q: 3 clusters Score -173289.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -173297.984375 Penalty: 2620.085693
	Iteration 22Q: 3 clusters Score -173298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -173304.593750 Penalty: 2620.085693
	Iteration 23Q: 3 clusters Score -173304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -173309.750000 Penalty: 2620.085693
	Iteration 24Q: 3 clusters Score -173309.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -173316.125000 Penalty: 2620.085693
	Iteration 25Q: 3 clusters Score -173316.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -173321.953125 Penalty: 2620.085693
	Iteration 26Q: 3 clusters Score -173322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -173325.859375 Penalty: 2620.085693
	Iteration 27Q: 3 clusters Score -173325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -173327.375000 Penalty: 2620.085693
	Iteration 28Q: 3 clusters Score -173327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -173327.718750 Penalty: 2620.085693
	Iteration 29Q: 3 clusters Score -173327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -173328.750000 Penalty: 2620.085693
	Iteration 30Q: 3 clusters Score -173328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -173333.078125 Penalty: 2620.085693
	Iteration 31Q: 3 clusters Score -173333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -173334.656250 Penalty: 2620.085693
	Iteration 32Q: 3 clusters Score -173334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -173334.718750 Penalty: 2620.085693
	Iteration 33Q: 3 clusters Score -173334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -173335.687500 Penalty: 2620.085693
	Iteration 34Q: 3 clusters Score -173335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -173336.687500 Penalty: 2620.085693
	Iteration 35Q: 3 clusters Score -173336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -173336.687500 Penalty: 2620.085693
	Iteration 36F: 3 clusters Score -173336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 12142 members 
Mstep: Class 3 contains 29725 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 14673 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 6791 members 
Mstep: Class 8 contains 30024 members 
Mstep: Class 9 contains 29843 members 
Mstep: Class 10 contains 16620 members 
Mstep: Class 11 contains 102594 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 9412 members 
Mstep: Class 15 contains 7460 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 40483 members 
Mstep: Class 18 contains 6815 members 
Mstep: Class 19 contains 6155 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 5462 members 
Mstep: Class 23 contains 5652 members 
Mstep: Class 24 contains 13201 members 
Entering Unmasked Estep 
Score: -26940904.000000 Penalty: 50839.187500
Splitting cluster 12 changes total score from -26941756.000000 to -26940904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -63201.773438 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -63201.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -61712.796875 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -61712.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -61989.507812 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -61989.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -62047.601562 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -62047.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -62068.449219 Penalty: 2286.462402
	Iteration 3Q: 3 clusters Score -62068.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -62082.867188 Penalty: 2286.462402
	Iteration 4Q: 3 clusters Score -62082.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -62092.222656 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -62092.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -62095.203125 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -62095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62096.761719 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -62096.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62097.773438 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -62097.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62098.574219 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -62098.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62098.574219 Penalty: 2286.462402
	Iteration 10F: 3 clusters Score -62098.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Entering Unmasked Estep 
Score: -562690.125000 Penalty: 1486.832886
	Iteration 0F: 2 clusters Score -562690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -555948.875000 Penalty: 2973.665771
	Iteration 0F: 3 clusters Score -555948.9 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -558051.062500 Penalty: 2973.665771
	Iteration 1F: 3 clusters Score -558051.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -558251.062500 Penalty: 2973.665771
	Iteration 2F: 3 clusters Score -558251.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -558408.312500 Penalty: 2973.665771
	Iteration 3Q: 3 clusters Score -558408.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -558563.375000 Penalty: 2973.665771
	Iteration 4Q: 3 clusters Score -558563.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -558732.000000 Penalty: 2973.665771
	Iteration 5Q: 3 clusters Score -558732 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -558941.062500 Penalty: 2973.665771
	Iteration 6Q: 3 clusters Score -558941.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -559171.312500 Penalty: 2973.665771
	Iteration 7Q: 3 clusters Score -559171.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -559439.312500 Penalty: 2973.665771
	Iteration 8Q: 3 clusters Score -559439.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -559755.000000 Penalty: 2973.665771
	Iteration 9Q: 3 clusters Score -559755 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -560073.062500 Penalty: 2973.665771
	Iteration 10Q: 3 clusters Score -560073.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -560380.625000 Penalty: 2973.665771
	Iteration 11Q: 3 clusters Score -560380.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -560635.000000 Penalty: 2973.665771
	Iteration 12Q: 3 clusters Score -560635 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -560853.687500 Penalty: 2973.665771
	Iteration 13Q: 3 clusters Score -560853.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -561007.187500 Penalty: 2973.665771
	Iteration 14Q: 3 clusters Score -561007.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -561117.312500 Penalty: 2973.665771
	Iteration 15Q: 3 clusters Score -561117.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -561209.812500 Penalty: 2973.665771
	Iteration 16Q: 3 clusters Score -561209.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -561293.125000 Penalty: 2973.665771
	Iteration 17Q: 3 clusters Score -561293.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -561360.937500 Penalty: 2973.665771
	Iteration 18Q: 3 clusters Score -561360.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -561397.562500 Penalty: 2973.665771
	Iteration 19Q: 3 clusters Score -561397.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -561416.062500 Penalty: 2973.665771
	Iteration 20F: 3 clusters Score -561416.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -561430.687500 Penalty: 2973.665771
	Iteration 21Q: 3 clusters Score -561430.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -561444.500000 Penalty: 2973.665771
	Iteration 22Q: 3 clusters Score -561444.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -561454.062500 Penalty: 2973.665771
	Iteration 23Q: 3 clusters Score -561454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -561458.375000 Penalty: 2973.665771
	Iteration 24Q: 3 clusters Score -561458.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -561459.875000 Penalty: 2973.665771
	Iteration 25Q: 3 clusters Score -561459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -561465.250000 Penalty: 2973.665771
	Iteration 26Q: 3 clusters Score -561465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -561469.562500 Penalty: 2973.665771
	Iteration 27Q: 3 clusters Score -561469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -561471.687500 Penalty: 2973.665771
	Iteration 28Q: 3 clusters Score -561471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -561471.750000 Penalty: 2973.665771
	Iteration 29Q: 3 clusters Score -561471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -561471.750000 Penalty: 2973.665771
	Iteration 30F: 3 clusters Score -561471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -475853.656250 Penalty: 1449.062988
	Iteration 0F: 2 clusters Score -475853.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -470322.906250 Penalty: 2898.125977
	Iteration 0F: 3 clusters Score -470322.9 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -471987.250000 Penalty: 2898.125977
	Iteration 1F: 3 clusters Score -471987.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -472195.437500 Penalty: 2898.125977
	Iteration 2F: 3 clusters Score -472195.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -472345.718750 Penalty: 2898.125977
	Iteration 3Q: 3 clusters Score -472345.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -472483.968750 Penalty: 2898.125977
	Iteration 4Q: 3 clusters Score -472484 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -472622.937500 Penalty: 2898.125977
	Iteration 5Q: 3 clusters Score -472622.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -472756.562500 Penalty: 2898.125977
	Iteration 6Q: 3 clusters Score -472756.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -472890.312500 Penalty: 2898.125977
	Iteration 7Q: 3 clusters Score -472890.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -473039.875000 Penalty: 2898.125977
	Iteration 8Q: 3 clusters Score -473039.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -473217.812500 Penalty: 2898.125977
	Iteration 9Q: 3 clusters Score -473217.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -473437.781250 Penalty: 2898.125977
	Iteration 10Q: 3 clusters Score -473437.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -473674.093750 Penalty: 2898.125977
	Iteration 11Q: 3 clusters Score -473674.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -473921.687500 Penalty: 2898.125977
	Iteration 12Q: 3 clusters Score -473921.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -474133.812500 Penalty: 2898.125977
	Iteration 13Q: 3 clusters Score -474133.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -474274.625000 Penalty: 2898.125977
	Iteration 14Q: 3 clusters Score -474274.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -474374.531250 Penalty: 2898.125977
	Iteration 15Q: 3 clusters Score -474374.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -474450.750000 Penalty: 2898.125977
	Iteration 16Q: 3 clusters Score -474450.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -474490.218750 Penalty: 2898.125977
	Iteration 17Q: 3 clusters Score -474490.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -474510.718750 Penalty: 2898.125977
	Iteration 18Q: 3 clusters Score -474510.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -474523.281250 Penalty: 2898.125977
	Iteration 19Q: 3 clusters Score -474523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -474533.875000 Penalty: 2898.125977
	Iteration 20F: 3 clusters Score -474533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -474541.562500 Penalty: 2898.125977
	Iteration 21Q: 3 clusters Score -474541.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -474552.375000 Penalty: 2898.125977
	Iteration 22Q: 3 clusters Score -474552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -474557.312500 Penalty: 2898.125977
	Iteration 23Q: 3 clusters Score -474557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -474558.968750 Penalty: 2898.125977
	Iteration 24Q: 3 clusters Score -474559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -474558.750000 Penalty: 2898.125977
	Iteration 25Q: 3 clusters Score -474558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -474558.750000 Penalty: 2898.125977
	Iteration 26F: 3 clusters Score -474558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Entering Unmasked Estep 
Score: -636006.687500 Penalty: 1495.636963
	Iteration 0F: 2 clusters Score -636006.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -628954.125000 Penalty: 2991.273926
	Iteration 0F: 3 clusters Score -628954.1 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -631179.375000 Penalty: 2991.273926
	Iteration 1F: 3 clusters Score -631179.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -631371.750000 Penalty: 2991.273926
	Iteration 2F: 3 clusters Score -631371.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -631522.562500 Penalty: 2991.273926
	Iteration 3Q: 3 clusters Score -631522.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -631665.000000 Penalty: 2991.273926
	Iteration 4Q: 3 clusters Score -631665 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -631794.500000 Penalty: 2991.273926
	Iteration 5Q: 3 clusters Score -631794.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -631933.812500 Penalty: 2991.273926
	Iteration 6Q: 3 clusters Score -631933.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -632098.437500 Penalty: 2991.273926
	Iteration 7Q: 3 clusters Score -632098.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -632274.312500 Penalty: 2991.273926
	Iteration 8Q: 3 clusters Score -632274.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -632473.312500 Penalty: 2991.273926
	Iteration 9Q: 3 clusters Score -632473.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -632715.125000 Penalty: 2991.273926
	Iteration 10Q: 3 clusters Score -632715.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -633023.750000 Penalty: 2991.273926
	Iteration 11Q: 3 clusters Score -633023.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -633418.750000 Penalty: 2991.273926
	Iteration 12Q: 3 clusters Score -633418.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -633782.625000 Penalty: 2991.273926
	Iteration 13Q: 3 clusters Score -633782.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -634004.375000 Penalty: 2991.273926
	Iteration 14Q: 3 clusters Score -634004.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -634129.125000 Penalty: 2991.273926
	Iteration 15Q: 3 clusters Score -634129.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -634201.125000 Penalty: 2991.273926
	Iteration 16Q: 3 clusters Score -634201.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -634257.250000 Penalty: 2991.273926
	Iteration 17Q: 3 clusters Score -634257.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -634292.375000 Penalty: 2991.273926
	Iteration 18Q: 3 clusters Score -634292.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -634329.250000 Penalty: 2991.273926
	Iteration 19Q: 3 clusters Score -634329.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -634354.625000 Penalty: 2991.273926
	Iteration 20F: 3 clusters Score -634354.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -634372.375000 Penalty: 2991.273926
	Iteration 21Q: 3 clusters Score -634372.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -634385.000000 Penalty: 2991.273926
	Iteration 22Q: 3 clusters Score -634385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -634393.312500 Penalty: 2991.273926
	Iteration 23Q: 3 clusters Score -634393.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -634401.437500 Penalty: 2991.273926
	Iteration 24Q: 3 clusters Score -634401.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -634410.625000 Penalty: 2991.273926
	Iteration 25Q: 3 clusters Score -634410.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -634420.937500 Penalty: 2991.273926
	Iteration 26Q: 3 clusters Score -634420.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -634429.500000 Penalty: 2991.273926
	Iteration 27Q: 3 clusters Score -634429.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -634433.750000 Penalty: 2991.273926
	Iteration 28Q: 3 clusters Score -634433.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -634438.812500 Penalty: 2991.273926
	Iteration 29Q: 3 clusters Score -634438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -634442.937500 Penalty: 2991.273926
	Iteration 30Q: 3 clusters Score -634442.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -634448.062500 Penalty: 2991.273926
	Iteration 31Q: 3 clusters Score -634448.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -634457.312500 Penalty: 2991.273926
	Iteration 32Q: 3 clusters Score -634457.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -634462.125000 Penalty: 2991.273926
	Iteration 33Q: 3 clusters Score -634462.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -634467.125000 Penalty: 2991.273926
	Iteration 34Q: 3 clusters Score -634467.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -634473.062500 Penalty: 2991.273926
	Iteration 35Q: 3 clusters Score -634473.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -634476.875000 Penalty: 2991.273926
	Iteration 36Q: 3 clusters Score -634476.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -634482.812500 Penalty: 2991.273926
	Iteration 37Q: 3 clusters Score -634482.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -634486.875000 Penalty: 2991.273926
	Iteration 38Q: 3 clusters Score -634486.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -634491.875000 Penalty: 2991.273926
	Iteration 39Q: 3 clusters Score -634491.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -634493.625000 Penalty: 2991.273926
	Iteration 40F: 3 clusters Score -634493.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -634493.125000 Penalty: 2991.273926
	Iteration 41Q: 3 clusters Score -634493.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -634497.562500 Penalty: 2991.273926
	Iteration 42Q: 3 clusters Score -634497.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -634498.187500 Penalty: 2991.273926
	Iteration 43Q: 3 clusters Score -634498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -634500.937500 Penalty: 2991.273926
	Iteration 44Q: 3 clusters Score -634500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -634502.375000 Penalty: 2991.273926
	Iteration 45Q: 3 clusters Score -634502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -634504.625000 Penalty: 2991.273926
	Iteration 46Q: 3 clusters Score -634504.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -634505.000000 Penalty: 2991.273926
	Iteration 47Q: 3 clusters Score -634505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -634506.437500 Penalty: 2991.273926
	Iteration 48Q: 3 clusters Score -634506.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -634511.875000 Penalty: 2991.273926
	Iteration 49Q: 3 clusters Score -634511.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -634515.687500 Penalty: 2991.273926
	Iteration 50Q: 3 clusters Score -634515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -634518.125000 Penalty: 2991.273926
	Iteration 51Q: 3 clusters Score -634518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -634525.187500 Penalty: 2991.273926
	Iteration 52Q: 3 clusters Score -634525.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -634529.875000 Penalty: 2991.273926
	Iteration 53Q: 3 clusters Score -634529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -634531.875000 Penalty: 2991.273926
	Iteration 54Q: 3 clusters Score -634531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -634532.500000 Penalty: 2991.273926
	Iteration 55Q: 3 clusters Score -634532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -634530.562500 Penalty: 2991.273926
	Iteration 56Q: 3 clusters Score -634530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -634530.562500 Penalty: 2991.273926
	Iteration 57F: 3 clusters Score -634530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Entering Unmasked Estep 
Score: -2500454.250000 Penalty: 1723.903687
	Iteration 0F: 2 clusters Score -2500454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2473440.500000 Penalty: 3447.807373
	Iteration 0F: 3 clusters Score -2473440 nChanged 18759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2483745.500000 Penalty: 3447.807373
	Iteration 1F: 3 clusters Score -2483746 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2484250.000000 Penalty: 3447.807373
	Iteration 2Q: 3 clusters Score -2484250 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2484853.000000 Penalty: 3447.807373
	Iteration 3Q: 3 clusters Score -2484853 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2485643.000000 Penalty: 3447.807373
	Iteration 4Q: 3 clusters Score -2485643 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2486799.750000 Penalty: 3447.807373
	Iteration 5F: 3 clusters Score -2486800 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2488431.500000 Penalty: 3447.807373
	Iteration 6F: 3 clusters Score -2488432 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2490609.250000 Penalty: 3447.807373
	Iteration 7F: 3 clusters Score -2490609 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2492793.750000 Penalty: 3447.807373
	Iteration 8F: 3 clusters Score -2492794 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2494435.500000 Penalty: 3447.807373
	Iteration 9Q: 3 clusters Score -2494436 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2495562.000000 Penalty: 3447.807373
	Iteration 10Q: 3 clusters Score -2495562 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2496268.500000 Penalty: 3447.807373
	Iteration 11Q: 3 clusters Score -2496268 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2496825.500000 Penalty: 3447.807373
	Iteration 12Q: 3 clusters Score -2496826 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2497240.000000 Penalty: 3447.807373
	Iteration 13Q: 3 clusters Score -2497240 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2497630.500000 Penalty: 3447.807373
	Iteration 14Q: 3 clusters Score -2497630 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2497912.000000 Penalty: 3447.807373
	Iteration 15Q: 3 clusters Score -2497912 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2498155.750000 Penalty: 3447.807373
	Iteration 16Q: 3 clusters Score -2498156 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2498348.500000 Penalty: 3447.807373
	Iteration 17Q: 3 clusters Score -2498348 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2498494.750000 Penalty: 3447.807373
	Iteration 18Q: 3 clusters Score -2498495 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2498621.250000 Penalty: 3447.807373
	Iteration 19Q: 3 clusters Score -2498621 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2498712.000000 Penalty: 3447.807373
	Iteration 20F: 3 clusters Score -2498712 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2498774.000000 Penalty: 3447.807373
	Iteration 21Q: 3 clusters Score -2498774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2498834.500000 Penalty: 3447.807373
	Iteration 22Q: 3 clusters Score -2498834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2498869.250000 Penalty: 3447.807373
	Iteration 23Q: 3 clusters Score -2498869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2498901.500000 Penalty: 3447.807373
	Iteration 24Q: 3 clusters Score -2498902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2498930.500000 Penalty: 3447.807373
	Iteration 25Q: 3 clusters Score -2498930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2498953.750000 Penalty: 3447.807373
	Iteration 26Q: 3 clusters Score -2498954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2498961.000000 Penalty: 3447.807373
	Iteration 27Q: 3 clusters Score -2498961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2498970.750000 Penalty: 3447.807373
	Iteration 28Q: 3 clusters Score -2498971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2498983.250000 Penalty: 3447.807373
	Iteration 29Q: 3 clusters Score -2498983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2498999.000000 Penalty: 3447.807373
	Iteration 30Q: 3 clusters Score -2498999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2499009.750000 Penalty: 3447.807373
	Iteration 31Q: 3 clusters Score -2499010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2499009.000000 Penalty: 3447.807373
	Iteration 32Q: 3 clusters Score -2499009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2499014.250000 Penalty: 3447.807373
	Iteration 33Q: 3 clusters Score -2499014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2499019.000000 Penalty: 3447.807373
	Iteration 34Q: 3 clusters Score -2499019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2499020.000000 Penalty: 3447.807373
	Iteration 35Q: 3 clusters Score -2499020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2499023.000000 Penalty: 3447.807373
	Iteration 36Q: 3 clusters Score -2499023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2499024.250000 Penalty: 3447.807373
	Iteration 37Q: 3 clusters Score -2499024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2499028.250000 Penalty: 3447.807373
	Iteration 38Q: 3 clusters Score -2499028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2499028.500000 Penalty: 3447.807373
	Iteration 39Q: 3 clusters Score -2499028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2499027.750000 Penalty: 3447.807373
	Iteration 40F: 3 clusters Score -2499028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2499028.000000 Penalty: 3447.807373
	Iteration 41Q: 3 clusters Score -2499028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2499029.250000 Penalty: 3447.807373
	Iteration 42Q: 3 clusters Score -2499029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2499029.250000 Penalty: 3447.807373
	Iteration 43F: 3 clusters Score -2499029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Entering Unmasked Estep 
Score: -406308.000000 Penalty: 1434.368286
	Iteration 0F: 2 clusters Score -406308 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 3377 members 
Entering Unmasked Estep 
Score: -401148.187500 Penalty: 2868.736572
	Iteration 0F: 3 clusters Score -401148.2 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -402692.875000 Penalty: 2868.736572
	Iteration 1F: 3 clusters Score -402692.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -403040.968750 Penalty: 2868.736572
	Iteration 2F: 3 clusters Score -403041 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -403415.656250 Penalty: 2868.736572
	Iteration 3F: 3 clusters Score -403415.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -403839.406250 Penalty: 2868.736572
	Iteration 4F: 3 clusters Score -403839.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -404254.062500 Penalty: 2868.736572
	Iteration 5F: 3 clusters Score -404254.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -404620.312500 Penalty: 2868.736572
	Iteration 6F: 3 clusters Score -404620.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -404911.968750 Penalty: 2868.736572
	Iteration 7F: 3 clusters Score -404912 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -405109.093750 Penalty: 2868.736572
	Iteration 8Q: 3 clusters Score -405109.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -405235.250000 Penalty: 2868.736572
	Iteration 9Q: 3 clusters Score -405235.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -405301.468750 Penalty: 2868.736572
	Iteration 10Q: 3 clusters Score -405301.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -405358.781250 Penalty: 2868.736572
	Iteration 11Q: 3 clusters Score -405358.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -405395.312500 Penalty: 2868.736572
	Iteration 12Q: 3 clusters Score -405395.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -405424.718750 Penalty: 2868.736572
	Iteration 13Q: 3 clusters Score -405424.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -405444.406250 Penalty: 2868.736572
	Iteration 14Q: 3 clusters Score -405444.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -405454.500000 Penalty: 2868.736572
	Iteration 15Q: 3 clusters Score -405454.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -405462.625000 Penalty: 2868.736572
	Iteration 16Q: 3 clusters Score -405462.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -405471.281250 Penalty: 2868.736572
	Iteration 17Q: 3 clusters Score -405471.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -405476.968750 Penalty: 2868.736572
	Iteration 18Q: 3 clusters Score -405477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -405480.437500 Penalty: 2868.736572
	Iteration 19Q: 3 clusters Score -405480.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -405485.437500 Penalty: 2868.736572
	Iteration 20F: 3 clusters Score -405485.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -405490.062500 Penalty: 2868.736572
	Iteration 21Q: 3 clusters Score -405490.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -405494.656250 Penalty: 2868.736572
	Iteration 22Q: 3 clusters Score -405494.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -405500.375000 Penalty: 2868.736572
	Iteration 23Q: 3 clusters Score -405500.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -405501.812500 Penalty: 2868.736572
	Iteration 24Q: 3 clusters Score -405501.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -405505.312500 Penalty: 2868.736572
	Iteration 25Q: 3 clusters Score -405505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -405509.625000 Penalty: 2868.736572
	Iteration 26Q: 3 clusters Score -405509.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -405511.718750 Penalty: 2868.736572
	Iteration 27Q: 3 clusters Score -405511.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -405513.406250 Penalty: 2868.736572
	Iteration 28Q: 3 clusters Score -405513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -405516.250000 Penalty: 2868.736572
	Iteration 29Q: 3 clusters Score -405516.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -405519.843750 Penalty: 2868.736572
	Iteration 30Q: 3 clusters Score -405519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -405519.687500 Penalty: 2868.736572
	Iteration 31Q: 3 clusters Score -405519.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -405521.468750 Penalty: 2868.736572
	Iteration 32Q: 3 clusters Score -405521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -405522.437500 Penalty: 2868.736572
	Iteration 33Q: 3 clusters Score -405522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -405522.437500 Penalty: 2868.736572
	Iteration 34F: 3 clusters Score -405522.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Entering Unmasked Estep 
Score: -369746.062500 Penalty: 1417.815796
	Iteration 0F: 2 clusters Score -369746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -365063.593750 Penalty: 2835.631592
	Iteration 0F: 3 clusters Score -365063.6 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -366375.875000 Penalty: 2835.631592
	Iteration 1F: 3 clusters Score -366375.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -366583.062500 Penalty: 2835.631592
	Iteration 2F: 3 clusters Score -366583.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -366770.531250 Penalty: 2835.631592
	Iteration 3F: 3 clusters Score -366770.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -366977.500000 Penalty: 2835.631592
	Iteration 4F: 3 clusters Score -366977.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -367179.562500 Penalty: 2835.631592
	Iteration 5F: 3 clusters Score -367179.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -367384.343750 Penalty: 2835.631592
	Iteration 6F: 3 clusters Score -367384.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -367565.906250 Penalty: 2835.631592
	Iteration 7Q: 3 clusters Score -367565.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -367754.968750 Penalty: 2835.631592
	Iteration 8Q: 3 clusters Score -367755 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -367915.125000 Penalty: 2835.631592
	Iteration 9Q: 3 clusters Score -367915.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -368077.218750 Penalty: 2835.631592
	Iteration 10Q: 3 clusters Score -368077.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -368254.000000 Penalty: 2835.631592
	Iteration 11Q: 3 clusters Score -368254 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -368475.843750 Penalty: 2835.631592
	Iteration 12Q: 3 clusters Score -368475.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -368710.625000 Penalty: 2835.631592
	Iteration 13Q: 3 clusters Score -368710.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -368921.312500 Penalty: 2835.631592
	Iteration 14Q: 3 clusters Score -368921.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -369063.562500 Penalty: 2835.631592
	Iteration 15Q: 3 clusters Score -369063.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -369173.343750 Penalty: 2835.631592
	Iteration 16Q: 3 clusters Score -369173.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -369257.937500 Penalty: 2835.631592
	Iteration 17Q: 3 clusters Score -369257.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -369306.593750 Penalty: 2835.631592
	Iteration 18Q: 3 clusters Score -369306.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -369331.468750 Penalty: 2835.631592
	Iteration 19Q: 3 clusters Score -369331.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -369345.125000 Penalty: 2835.631592
	Iteration 20F: 3 clusters Score -369345.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -369355.843750 Penalty: 2835.631592
	Iteration 21Q: 3 clusters Score -369355.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -369362.093750 Penalty: 2835.631592
	Iteration 22Q: 3 clusters Score -369362.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -369364.781250 Penalty: 2835.631592
	Iteration 23Q: 3 clusters Score -369364.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -369367.812500 Penalty: 2835.631592
	Iteration 24Q: 3 clusters Score -369367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -369370.562500 Penalty: 2835.631592
	Iteration 25Q: 3 clusters Score -369370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -369372.625000 Penalty: 2835.631592
	Iteration 26Q: 3 clusters Score -369372.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -369374.125000 Penalty: 2835.631592
	Iteration 27Q: 3 clusters Score -369374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -369376.031250 Penalty: 2835.631592
	Iteration 28Q: 3 clusters Score -369376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -369377.687500 Penalty: 2835.631592
	Iteration 29Q: 3 clusters Score -369377.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -369377.781250 Penalty: 2835.631592
	Iteration 30Q: 3 clusters Score -369377.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -369379.093750 Penalty: 2835.631592
	Iteration 31Q: 3 clusters Score -369379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -369379.093750 Penalty: 2835.631592
	Iteration 32F: 3 clusters Score -369379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -131052.273438 Penalty: 1258.210815
	Iteration 0F: 2 clusters Score -131052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -128765.898438 Penalty: 2516.421631
	Iteration 0F: 3 clusters Score -128765.9 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -129305.273438 Penalty: 2516.421631
	Iteration 1F: 3 clusters Score -129305.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -129499.281250 Penalty: 2516.421631
	Iteration 2F: 3 clusters Score -129499.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -129591.156250 Penalty: 2516.421631
	Iteration 3F: 3 clusters Score -129591.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -129658.859375 Penalty: 2516.421631
	Iteration 4Q: 3 clusters Score -129658.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -129716.125000 Penalty: 2516.421631
	Iteration 5Q: 3 clusters Score -129716.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -129773.984375 Penalty: 2516.421631
	Iteration 6Q: 3 clusters Score -129774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -129827.976562 Penalty: 2516.421631
	Iteration 7Q: 3 clusters Score -129828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -129878.632812 Penalty: 2516.421631
	Iteration 8Q: 3 clusters Score -129878.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -129929.664062 Penalty: 2516.421631
	Iteration 9Q: 3 clusters Score -129929.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -129978.906250 Penalty: 2516.421631
	Iteration 10Q: 3 clusters Score -129978.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -130023.304688 Penalty: 2516.421631
	Iteration 11Q: 3 clusters Score -130023.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -130062.320312 Penalty: 2516.421631
	Iteration 12Q: 3 clusters Score -130062.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -130107.460938 Penalty: 2516.421631
	Iteration 13Q: 3 clusters Score -130107.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -130167.859375 Penalty: 2516.421631
	Iteration 14Q: 3 clusters Score -130167.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -130225.343750 Penalty: 2516.421631
	Iteration 15Q: 3 clusters Score -130225.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -130263.914062 Penalty: 2516.421631
	Iteration 16Q: 3 clusters Score -130263.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -130296.906250 Penalty: 2516.421631
	Iteration 17Q: 3 clusters Score -130296.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -130315.796875 Penalty: 2516.421631
	Iteration 18Q: 3 clusters Score -130315.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -130328.062500 Penalty: 2516.421631
	Iteration 19Q: 3 clusters Score -130328.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -130334.062500 Penalty: 2516.421631
	Iteration 20F: 3 clusters Score -130334.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -130340.656250 Penalty: 2516.421631
	Iteration 21Q: 3 clusters Score -130340.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -130345.531250 Penalty: 2516.421631
	Iteration 22Q: 3 clusters Score -130345.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -130348.640625 Penalty: 2516.421631
	Iteration 23Q: 3 clusters Score -130348.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -130351.898438 Penalty: 2516.421631
	Iteration 24Q: 3 clusters Score -130351.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -130355.695312 Penalty: 2516.421631
	Iteration 25Q: 3 clusters Score -130355.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -130355.695312 Penalty: 2516.421631
	Iteration 26F: 3 clusters Score -130355.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -284340.937500 Penalty: 1398.405151
	Iteration 0F: 2 clusters Score -284340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -280075.625000 Penalty: 2796.810303
	Iteration 0F: 3 clusters Score -280075.6 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -281375.812500 Penalty: 2796.810303
	Iteration 1F: 3 clusters Score -281375.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -281673.437500 Penalty: 2796.810303
	Iteration 2F: 3 clusters Score -281673.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -281892.937500 Penalty: 2796.810303
	Iteration 3F: 3 clusters Score -281892.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -282083.031250 Penalty: 2796.810303
	Iteration 4F: 3 clusters Score -282083 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -282264.625000 Penalty: 2796.810303
	Iteration 5F: 3 clusters Score -282264.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -282424.593750 Penalty: 2796.810303
	Iteration 6Q: 3 clusters Score -282424.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -282567.343750 Penalty: 2796.810303
	Iteration 7Q: 3 clusters Score -282567.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -282706.750000 Penalty: 2796.810303
	Iteration 8Q: 3 clusters Score -282706.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -282789.156250 Penalty: 2796.810303
	Iteration 9Q: 3 clusters Score -282789.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -282855.312500 Penalty: 2796.810303
	Iteration 10Q: 3 clusters Score -282855.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -282907.937500 Penalty: 2796.810303
	Iteration 11Q: 3 clusters Score -282907.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -282938.187500 Penalty: 2796.810303
	Iteration 12Q: 3 clusters Score -282938.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -282961.031250 Penalty: 2796.810303
	Iteration 13Q: 3 clusters Score -282961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -282977.656250 Penalty: 2796.810303
	Iteration 14Q: 3 clusters Score -282977.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -282990.500000 Penalty: 2796.810303
	Iteration 15Q: 3 clusters Score -282990.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -282999.031250 Penalty: 2796.810303
	Iteration 16Q: 3 clusters Score -282999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -283004.437500 Penalty: 2796.810303
	Iteration 17Q: 3 clusters Score -283004.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -283009.125000 Penalty: 2796.810303
	Iteration 18Q: 3 clusters Score -283009.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -283012.750000 Penalty: 2796.810303
	Iteration 19Q: 3 clusters Score -283012.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -283017.968750 Penalty: 2796.810303
	Iteration 20F: 3 clusters Score -283018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -283022.468750 Penalty: 2796.810303
	Iteration 21Q: 3 clusters Score -283022.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -283026.031250 Penalty: 2796.810303
	Iteration 22Q: 3 clusters Score -283026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -283029.000000 Penalty: 2796.810303
	Iteration 23Q: 3 clusters Score -283029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -283033.375000 Penalty: 2796.810303
	Iteration 24Q: 3 clusters Score -283033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -283038.062500 Penalty: 2796.810303
	Iteration 25Q: 3 clusters Score -283038.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -283040.937500 Penalty: 2796.810303
	Iteration 26Q: 3 clusters Score -283040.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -283044.250000 Penalty: 2796.810303
	Iteration 27Q: 3 clusters Score -283044.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -283046.906250 Penalty: 2796.810303
	Iteration 28Q: 3 clusters Score -283046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -283048.062500 Penalty: 2796.810303
	Iteration 29Q: 3 clusters Score -283048.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -283050.312500 Penalty: 2796.810303
	Iteration 30Q: 3 clusters Score -283050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -283051.343750 Penalty: 2796.810303
	Iteration 31Q: 3 clusters Score -283051.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -283052.718750 Penalty: 2796.810303
	Iteration 32Q: 3 clusters Score -283052.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -283054.093750 Penalty: 2796.810303
	Iteration 33Q: 3 clusters Score -283054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -283055.031250 Penalty: 2796.810303
	Iteration 34Q: 3 clusters Score -283055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -283057.031250 Penalty: 2796.810303
	Iteration 35Q: 3 clusters Score -283057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -283059.875000 Penalty: 2796.810303
	Iteration 36Q: 3 clusters Score -283059.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -283060.250000 Penalty: 2796.810303
	Iteration 37Q: 3 clusters Score -283060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -283060.843750 Penalty: 2796.810303
	Iteration 38Q: 3 clusters Score -283060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -283061.187500 Penalty: 2796.810303
	Iteration 39Q: 3 clusters Score -283061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -283062.187500 Penalty: 2796.810303
	Iteration 40F: 3 clusters Score -283062.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -283062.125000 Penalty: 2796.810303
	Iteration 41Q: 3 clusters Score -283062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -283064.875000 Penalty: 2796.810303
	Iteration 42Q: 3 clusters Score -283064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -283066.281250 Penalty: 2796.810303
	Iteration 43Q: 3 clusters Score -283066.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -283067.593750 Penalty: 2796.810303
	Iteration 44Q: 3 clusters Score -283067.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -283069.312500 Penalty: 2796.810303
	Iteration 45Q: 3 clusters Score -283069.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -283072.281250 Penalty: 2796.810303
	Iteration 46Q: 3 clusters Score -283072.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -283074.156250 Penalty: 2796.810303
	Iteration 47Q: 3 clusters Score -283074.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -283077.375000 Penalty: 2796.810303
	Iteration 48Q: 3 clusters Score -283077.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -283080.187500 Penalty: 2796.810303
	Iteration 49Q: 3 clusters Score -283080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -283084.125000 Penalty: 2796.810303
	Iteration 50Q: 3 clusters Score -283084.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -283086.406250 Penalty: 2796.810303
	Iteration 51Q: 3 clusters Score -283086.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -283088.531250 Penalty: 2796.810303
	Iteration 52Q: 3 clusters Score -283088.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -283091.406250 Penalty: 2796.810303
	Iteration 53Q: 3 clusters Score -283091.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -283094.812500 Penalty: 2796.810303
	Iteration 54Q: 3 clusters Score -283094.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -283099.312500 Penalty: 2796.810303
	Iteration 55Q: 3 clusters Score -283099.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -283103.406250 Penalty: 2796.810303
	Iteration 56Q: 3 clusters Score -283103.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -283107.125000 Penalty: 2796.810303
	Iteration 57Q: 3 clusters Score -283107.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -283114.531250 Penalty: 2796.810303
	Iteration 58Q: 3 clusters Score -283114.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -283118.687500 Penalty: 2796.810303
	Iteration 59Q: 3 clusters Score -283118.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -283123.593750 Penalty: 2796.810303
	Iteration 60F: 3 clusters Score -283123.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -283128.156250 Penalty: 2796.810303
	Iteration 61Q: 3 clusters Score -283128.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -283130.843750 Penalty: 2796.810303
	Iteration 62Q: 3 clusters Score -283130.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -283132.156250 Penalty: 2796.810303
	Iteration 63Q: 3 clusters Score -283132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -283132.625000 Penalty: 2796.810303
	Iteration 64Q: 3 clusters Score -283132.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -283134.343750 Penalty: 2796.810303
	Iteration 65Q: 3 clusters Score -283134.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -283135.468750 Penalty: 2796.810303
	Iteration 66Q: 3 clusters Score -283135.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -283136.312500 Penalty: 2796.810303
	Iteration 67Q: 3 clusters Score -283136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -283137.093750 Penalty: 2796.810303
	Iteration 68Q: 3 clusters Score -283137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -283136.281250 Penalty: 2796.810303
	Iteration 69Q: 3 clusters Score -283136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -283136.281250 Penalty: 2796.810303
	Iteration 70F: 3 clusters Score -283136.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Entering Unmasked Estep 
Score: -337825.750000 Penalty: 1403.961792
	Iteration 0F: 2 clusters Score -337825.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -333446.968750 Penalty: 2807.923584
	Iteration 0F: 3 clusters Score -333447 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -334715.437500 Penalty: 2807.923584
	Iteration 1F: 3 clusters Score -334715.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -334876.062500 Penalty: 2807.923584
	Iteration 2F: 3 clusters Score -334876.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -334968.125000 Penalty: 2807.923584
	Iteration 3Q: 3 clusters Score -334968.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -335042.500000 Penalty: 2807.923584
	Iteration 4Q: 3 clusters Score -335042.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -335087.656250 Penalty: 2807.923584
	Iteration 5Q: 3 clusters Score -335087.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -335113.718750 Penalty: 2807.923584
	Iteration 6Q: 3 clusters Score -335113.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -335132.937500 Penalty: 2807.923584
	Iteration 7Q: 3 clusters Score -335132.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -335148.250000 Penalty: 2807.923584
	Iteration 8Q: 3 clusters Score -335148.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -335162.562500 Penalty: 2807.923584
	Iteration 9Q: 3 clusters Score -335162.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -335179.437500 Penalty: 2807.923584
	Iteration 10Q: 3 clusters Score -335179.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -335200.375000 Penalty: 2807.923584
	Iteration 11Q: 3 clusters Score -335200.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -335221.625000 Penalty: 2807.923584
	Iteration 12Q: 3 clusters Score -335221.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -335241.687500 Penalty: 2807.923584
	Iteration 13Q: 3 clusters Score -335241.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -335263.000000 Penalty: 2807.923584
	Iteration 14Q: 3 clusters Score -335263 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -335279.875000 Penalty: 2807.923584
	Iteration 15Q: 3 clusters Score -335279.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -335297.937500 Penalty: 2807.923584
	Iteration 16Q: 3 clusters Score -335297.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -335320.281250 Penalty: 2807.923584
	Iteration 17Q: 3 clusters Score -335320.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -335339.281250 Penalty: 2807.923584
	Iteration 18Q: 3 clusters Score -335339.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -335371.781250 Penalty: 2807.923584
	Iteration 19Q: 3 clusters Score -335371.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -335411.937500 Penalty: 2807.923584
	Iteration 20F: 3 clusters Score -335411.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -335459.406250 Penalty: 2807.923584
	Iteration 21Q: 3 clusters Score -335459.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -335507.656250 Penalty: 2807.923584
	Iteration 22Q: 3 clusters Score -335507.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -335559.750000 Penalty: 2807.923584
	Iteration 23Q: 3 clusters Score -335559.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -335625.250000 Penalty: 2807.923584
	Iteration 24Q: 3 clusters Score -335625.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -335704.625000 Penalty: 2807.923584
	Iteration 25Q: 3 clusters Score -335704.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -335808.281250 Penalty: 2807.923584
	Iteration 26Q: 3 clusters Score -335808.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -335918.718750 Penalty: 2807.923584
	Iteration 27Q: 3 clusters Score -335918.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -336037.312500 Penalty: 2807.923584
	Iteration 28Q: 3 clusters Score -336037.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -336144.875000 Penalty: 2807.923584
	Iteration 29Q: 3 clusters Score -336144.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -336242.062500 Penalty: 2807.923584
	Iteration 30Q: 3 clusters Score -336242.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -336330.968750 Penalty: 2807.923584
	Iteration 31Q: 3 clusters Score -336331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -336389.843750 Penalty: 2807.923584
	Iteration 32Q: 3 clusters Score -336389.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -336447.343750 Penalty: 2807.923584
	Iteration 33Q: 3 clusters Score -336447.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -336486.187500 Penalty: 2807.923584
	Iteration 34Q: 3 clusters Score -336486.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -336512.156250 Penalty: 2807.923584
	Iteration 35Q: 3 clusters Score -336512.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -336534.031250 Penalty: 2807.923584
	Iteration 36Q: 3 clusters Score -336534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -336557.343750 Penalty: 2807.923584
	Iteration 37Q: 3 clusters Score -336557.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -336579.312500 Penalty: 2807.923584
	Iteration 38Q: 3 clusters Score -336579.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -336587.375000 Penalty: 2807.923584
	Iteration 39Q: 3 clusters Score -336587.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -336590.093750 Penalty: 2807.923584
	Iteration 40F: 3 clusters Score -336590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -336595.093750 Penalty: 2807.923584
	Iteration 41Q: 3 clusters Score -336595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -336599.843750 Penalty: 2807.923584
	Iteration 42Q: 3 clusters Score -336599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -336600.250000 Penalty: 2807.923584
	Iteration 43Q: 3 clusters Score -336600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -336601.781250 Penalty: 2807.923584
	Iteration 44Q: 3 clusters Score -336601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -336602.937500 Penalty: 2807.923584
	Iteration 45Q: 3 clusters Score -336602.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -336602.937500 Penalty: 2807.923584
	Iteration 46F: 3 clusters Score -336602.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Entering Unmasked Estep 
Score: -786101.375000 Penalty: 1541.807739
	Iteration 0F: 2 clusters Score -786101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -776915.437500 Penalty: 3083.615479
	Iteration 0F: 3 clusters Score -776915.4 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -780034.125000 Penalty: 3083.615479
	Iteration 1F: 3 clusters Score -780034.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -780346.687500 Penalty: 3083.615479
	Iteration 2F: 3 clusters Score -780346.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -780695.312500 Penalty: 3083.615479
	Iteration 3F: 3 clusters Score -780695.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -781165.687500 Penalty: 3083.615479
	Iteration 4F: 3 clusters Score -781165.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -781697.187500 Penalty: 3083.615479
	Iteration 5F: 3 clusters Score -781697.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -782257.250000 Penalty: 3083.615479
	Iteration 6F: 3 clusters Score -782257.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -782819.312500 Penalty: 3083.615479
	Iteration 7F: 3 clusters Score -782819.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -783247.750000 Penalty: 3083.615479
	Iteration 8F: 3 clusters Score -783247.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -783570.500000 Penalty: 3083.615479
	Iteration 9Q: 3 clusters Score -783570.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -783819.000000 Penalty: 3083.615479
	Iteration 10Q: 3 clusters Score -783819 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -784013.812500 Penalty: 3083.615479
	Iteration 11Q: 3 clusters Score -784013.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -784188.000000 Penalty: 3083.615479
	Iteration 12Q: 3 clusters Score -784188 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -784345.125000 Penalty: 3083.615479
	Iteration 13Q: 3 clusters Score -784345.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -784480.000000 Penalty: 3083.615479
	Iteration 14Q: 3 clusters Score -784480 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -784623.625000 Penalty: 3083.615479
	Iteration 15Q: 3 clusters Score -784623.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -784782.687500 Penalty: 3083.615479
	Iteration 16Q: 3 clusters Score -784782.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -784980.500000 Penalty: 3083.615479
	Iteration 17Q: 3 clusters Score -784980.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -785194.812500 Penalty: 3083.615479
	Iteration 18Q: 3 clusters Score -785194.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -785394.750000 Penalty: 3083.615479
	Iteration 19Q: 3 clusters Score -785394.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -785567.500000 Penalty: 3083.615479
	Iteration 20F: 3 clusters Score -785567.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -785696.562500 Penalty: 3083.615479
	Iteration 21Q: 3 clusters Score -785696.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -785791.812500 Penalty: 3083.615479
	Iteration 22Q: 3 clusters Score -785791.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -785864.875000 Penalty: 3083.615479
	Iteration 23Q: 3 clusters Score -785864.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -785903.687500 Penalty: 3083.615479
	Iteration 24Q: 3 clusters Score -785903.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -785928.250000 Penalty: 3083.615479
	Iteration 25Q: 3 clusters Score -785928.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -785951.937500 Penalty: 3083.615479
	Iteration 26Q: 3 clusters Score -785951.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -785961.937500 Penalty: 3083.615479
	Iteration 27Q: 3 clusters Score -785961.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -785969.875000 Penalty: 3083.615479
	Iteration 28Q: 3 clusters Score -785969.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -785979.062500 Penalty: 3083.615479
	Iteration 29Q: 3 clusters Score -785979.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -785984.562500 Penalty: 3083.615479
	Iteration 30Q: 3 clusters Score -785984.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -785992.187500 Penalty: 3083.615479
	Iteration 31Q: 3 clusters Score -785992.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -785993.625000 Penalty: 3083.615479
	Iteration 32Q: 3 clusters Score -785993.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -785994.375000 Penalty: 3083.615479
	Iteration 33Q: 3 clusters Score -785994.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -785997.500000 Penalty: 3083.615479
	Iteration 34Q: 3 clusters Score -785997.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -785999.312500 Penalty: 3083.615479
	Iteration 35Q: 3 clusters Score -785999.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -786001.375000 Penalty: 3083.615479
	Iteration 36Q: 3 clusters Score -786001.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -786004.312500 Penalty: 3083.615479
	Iteration 37Q: 3 clusters Score -786004.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -786004.625000 Penalty: 3083.615479
	Iteration 38Q: 3 clusters Score -786004.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -786008.750000 Penalty: 3083.615479
	Iteration 39Q: 3 clusters Score -786008.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -786008.812500 Penalty: 3083.615479
	Iteration 40F: 3 clusters Score -786008.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -786009.312500 Penalty: 3083.615479
	Iteration 41Q: 3 clusters Score -786009.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -786014.125000 Penalty: 3083.615479
	Iteration 42Q: 3 clusters Score -786014.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -786018.250000 Penalty: 3083.615479
	Iteration 43Q: 3 clusters Score -786018.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -786018.437500 Penalty: 3083.615479
	Iteration 44Q: 3 clusters Score -786018.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -786020.625000 Penalty: 3083.615479
	Iteration 45Q: 3 clusters Score -786020.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -786020.750000 Penalty: 3083.615479
	Iteration 46Q: 3 clusters Score -786020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -786020.250000 Penalty: 3083.615479
	Iteration 47Q: 3 clusters Score -786020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -786019.250000 Penalty: 3083.615479
	Iteration 48Q: 3 clusters Score -786019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -786018.750000 Penalty: 3083.615479
	Iteration 49Q: 3 clusters Score -786018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -786019.250000 Penalty: 3083.615479
	Iteration 50Q: 3 clusters Score -786019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -786018.062500 Penalty: 3083.615479
	Iteration 51Q: 3 clusters Score -786018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -786018.062500 Penalty: 3083.615479
	Iteration 52F: 3 clusters Score -786018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 12142 members 
Mstep: Class 3 contains 29725 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 14673 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 6791 members 
Mstep: Class 8 contains 30024 members 
Mstep: Class 9 contains 29843 members 
Mstep: Class 10 contains 16620 members 
Mstep: Class 11 contains 102594 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 9412 members 
Mstep: Class 15 contains 7460 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 40483 members 
Mstep: Class 18 contains 6815 members 
Mstep: Class 19 contains 6155 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 22 contains 5462 members 
Mstep: Class 23 contains 5652 members 
Mstep: Class 24 contains 13201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941746.000000 Penalty: 48720.890625
Iteration 79Q: 24 clusters Score -2.694175e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 12128 members 
Mstep: Class 3 contains 29725 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 14668 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 6761 members 
Mstep: Class 8 contains 29992 members 
Mstep: Class 9 contains 29841 members 
Mstep: Class 10 contains 16677 members 
Mstep: Class 11 contains 102583 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 9411 members 
Mstep: Class 15 contains 7364 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 40240 members 
Mstep: Class 18 contains 6817 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 22 contains 5467 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 13207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941798.000000 Penalty: 48720.890625
Iteration 80F: 24 clusters Score -2.69418e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 100503 members 
Mstep: Class 2 contains 12121 members 
Mstep: Class 3 contains 29725 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 14662 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 7 contains 6738 members 
Mstep: Class 8 contains 29952 members 
Mstep: Class 9 contains 29833 members 
Mstep: Class 10 contains 16742 members 
Mstep: Class 11 contains 102583 members 
Mstep: Class 12 contains 3167 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 9408 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 9765 members 
Mstep: Class 17 contains 39971 members 
Mstep: Class 18 contains 6818 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 5684 members 
Mstep: Class 24 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26941934.000000 Penalty: 48720.890625
Iteration 81Q: 24 clusters Score -2.694193e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 100982 members 
Mstep: Class 2 contains 12114 members 
Mstep: Class 3 contains 29726 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 14651 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 6725 members 
Mstep: Class 8 contains 29921 members 
Mstep: Class 9 contains 29828 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 11 contains 102586 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 7188 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 39696 members 
Mstep: Class 18 contains 6819 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5686 members 
Mstep: Class 24 contains 13212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942064.000000 Penalty: 48720.890625
Iteration 82Q: 24 clusters Score -2.694206e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 12109 members 
Mstep: Class 3 contains 29738 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 6713 members 
Mstep: Class 8 contains 29876 members 
Mstep: Class 9 contains 29826 members 
Mstep: Class 10 contains 16836 members 
Mstep: Class 11 contains 102601 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 1107 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 7106 members 
Mstep: Class 16 contains 9532 members 
Mstep: Class 17 contains 39390 members 
Mstep: Class 18 contains 6821 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 2314 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 13213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942100.000000 Penalty: 48720.890625
Iteration 83Q: 24 clusters Score -2.69421e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 12108 members 
Mstep: Class 3 contains 29748 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 14629 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 6698 members 
Mstep: Class 8 contains 29831 members 
Mstep: Class 9 contains 29823 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 102617 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 1094 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 7019 members 
Mstep: Class 16 contains 9420 members 
Mstep: Class 17 contains 39061 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 6145 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 5727 members 
Mstep: Class 24 contains 13214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942088.000000 Penalty: 48720.890625
Iteration 84Q: 24 clusters Score -2.694209e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 12100 members 
Mstep: Class 3 contains 29765 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 14610 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 29814 members 
Mstep: Class 9 contains 29819 members 
Mstep: Class 10 contains 16936 members 
Mstep: Class 11 contains 102628 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 1087 members 
Mstep: Class 14 contains 9382 members 
Mstep: Class 15 contains 6936 members 
Mstep: Class 16 contains 9308 members 
Mstep: Class 17 contains 38713 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 6145 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 13215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942146.000000 Penalty: 48720.890625
Iteration 85Q: 24 clusters Score -2.694215e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 12096 members 
Mstep: Class 3 contains 29766 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 14601 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 29782 members 
Mstep: Class 9 contains 29817 members 
Mstep: Class 10 contains 16978 members 
Mstep: Class 11 contains 102634 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 9387 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 9186 members 
Mstep: Class 17 contains 38335 members 
Mstep: Class 18 contains 6823 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 5770 members 
Mstep: Class 24 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942274.000000 Penalty: 48720.890625
Iteration 86Q: 24 clusters Score -2.694227e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 3 contains 29769 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 6654 members 
Mstep: Class 8 contains 29739 members 
Mstep: Class 9 contains 29817 members 
Mstep: Class 10 contains 17018 members 
Mstep: Class 11 contains 102639 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 9385 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 9083 members 
Mstep: Class 17 contains 37957 members 
Mstep: Class 18 contains 6825 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 5801 members 
Mstep: Class 24 contains 13216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942332.000000 Penalty: 48720.890625
Iteration 87Q: 24 clusters Score -2.694233e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 104213 members 
Mstep: Class 2 contains 12086 members 
Mstep: Class 3 contains 29763 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 14582 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 29695 members 
Mstep: Class 9 contains 29814 members 
Mstep: Class 10 contains 17061 members 
Mstep: Class 11 contains 102645 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 9382 members 
Mstep: Class 15 contains 6753 members 
Mstep: Class 16 contains 8959 members 
Mstep: Class 17 contains 37560 members 
Mstep: Class 18 contains 6826 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 22 contains 5472 members 
Mstep: Class 23 contains 5837 members 
Mstep: Class 24 contains 13221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942464.000000 Penalty: 48720.890625
Iteration 88Q: 24 clusters Score -2.694246e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 12075 members 
Mstep: Class 3 contains 29764 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 14564 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 6636 members 
Mstep: Class 8 contains 29640 members 
Mstep: Class 9 contains 29814 members 
Mstep: Class 10 contains 17101 members 
Mstep: Class 11 contains 102634 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 9375 members 
Mstep: Class 15 contains 6690 members 
Mstep: Class 16 contains 8830 members 
Mstep: Class 17 contains 37140 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 2317 members 
Mstep: Class 22 contains 5467 members 
Mstep: Class 23 contains 5880 members 
Mstep: Class 24 contains 13224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942582.000000 Penalty: 48720.890625
Iteration 89Q: 24 clusters Score -2.694258e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 12068 members 
Mstep: Class 3 contains 29768 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 14553 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 6618 members 
Mstep: Class 8 contains 29572 members 
Mstep: Class 9 contains 29811 members 
Mstep: Class 10 contains 17141 members 
Mstep: Class 11 contains 102626 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 9369 members 
Mstep: Class 15 contains 6638 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 36681 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 2317 members 
Mstep: Class 22 contains 5460 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 13227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942718.000000 Penalty: 48720.890625
Iteration 90Q: 24 clusters Score -2.694272e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 12062 members 
Mstep: Class 3 contains 29772 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 14539 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 6602 members 
Mstep: Class 8 contains 29503 members 
Mstep: Class 9 contains 29806 members 
Mstep: Class 10 contains 17176 members 
Mstep: Class 11 contains 102636 members 
Mstep: Class 12 contains 3153 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 6572 members 
Mstep: Class 16 contains 8525 members 
Mstep: Class 17 contains 36186 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 6153 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 22 contains 5459 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 13228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942760.000000 Penalty: 48720.890625
Iteration 91Q: 24 clusters Score -2.694276e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 107125 members 
Mstep: Class 2 contains 12056 members 
Mstep: Class 3 contains 29765 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 29417 members 
Mstep: Class 9 contains 29799 members 
Mstep: Class 10 contains 17204 members 
Mstep: Class 11 contains 102650 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 8359 members 
Mstep: Class 17 contains 35659 members 
Mstep: Class 18 contains 6831 members 
Mstep: Class 19 contains 6155 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 22 contains 5457 members 
Mstep: Class 23 contains 6031 members 
Mstep: Class 24 contains 13231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942790.000000 Penalty: 48720.890625
Iteration 92Q: 24 clusters Score -2.694279e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 12048 members 
Mstep: Class 3 contains 29755 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 14492 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 6584 members 
Mstep: Class 8 contains 29355 members 
Mstep: Class 9 contains 29796 members 
Mstep: Class 10 contains 17237 members 
Mstep: Class 11 contains 102639 members 
Mstep: Class 12 contains 3146 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 6460 members 
Mstep: Class 16 contains 8191 members 
Mstep: Class 17 contains 35078 members 
Mstep: Class 18 contains 6834 members 
Mstep: Class 19 contains 6156 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 22 contains 5454 members 
Mstep: Class 23 contains 6099 members 
Mstep: Class 24 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942886.000000 Penalty: 48720.890625
Iteration 93Q: 24 clusters Score -2.694289e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 12041 members 
Mstep: Class 3 contains 29748 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 14467 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 6554 members 
Mstep: Class 8 contains 29270 members 
Mstep: Class 9 contains 29787 members 
Mstep: Class 10 contains 17279 members 
Mstep: Class 11 contains 102651 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 8053 members 
Mstep: Class 17 contains 34454 members 
Mstep: Class 18 contains 6836 members 
Mstep: Class 19 contains 6157 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 22 contains 5448 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 13238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26942924.000000 Penalty: 48720.890625
Iteration 94Q: 24 clusters Score -2.694292e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 12027 members 
Mstep: Class 3 contains 29737 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 14435 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 6543 members 
Mstep: Class 8 contains 29207 members 
Mstep: Class 9 contains 29785 members 
Mstep: Class 10 contains 17314 members 
Mstep: Class 11 contains 102639 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 1016 members 
Mstep: Class 14 contains 9317 members 
Mstep: Class 15 contains 6334 members 
Mstep: Class 16 contains 7891 members 
Mstep: Class 17 contains 33890 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 6156 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 22 contains 5448 members 
Mstep: Class 23 contains 6217 members 
Mstep: Class 24 contains 13244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943174.000000 Penalty: 48720.890625
Iteration 95Q: 24 clusters Score -2.694317e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 12020 members 
Mstep: Class 3 contains 29732 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 14408 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 29111 members 
Mstep: Class 9 contains 29783 members 
Mstep: Class 10 contains 17340 members 
Mstep: Class 11 contains 102621 members 
Mstep: Class 12 contains 3142 members 
Mstep: Class 13 contains 1009 members 
Mstep: Class 14 contains 9306 members 
Mstep: Class 15 contains 6281 members 
Mstep: Class 16 contains 7737 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 6842 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 6281 members 
Mstep: Class 24 contains 13249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943310.000000 Penalty: 48720.890625
Iteration 96Q: 24 clusters Score -2.694331e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 111559 members 
Mstep: Class 2 contains 12014 members 
Mstep: Class 3 contains 29751 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 14396 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 29008 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 17356 members 
Mstep: Class 11 contains 102617 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 9302 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 7571 members 
Mstep: Class 17 contains 32623 members 
Mstep: Class 18 contains 6842 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 13248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943614.000000 Penalty: 48720.890625
Iteration 97Q: 24 clusters Score -2.694361e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 112595 members 
Mstep: Class 2 contains 12004 members 
Mstep: Class 3 contains 29749 members 
Mstep: Class 4 contains 3150 members 
Mstep: Class 5 contains 14380 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 28891 members 
Mstep: Class 9 contains 29760 members 
Mstep: Class 10 contains 17375 members 
Mstep: Class 11 contains 102608 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 1004 members 
Mstep: Class 14 contains 9301 members 
Mstep: Class 15 contains 6152 members 
Mstep: Class 16 contains 7421 members 
Mstep: Class 17 contains 31902 members 
Mstep: Class 18 contains 6847 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 22 contains 5440 members 
Mstep: Class 23 contains 6438 members 
Mstep: Class 24 contains 13251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943772.000000 Penalty: 48720.890625
Iteration 98Q: 24 clusters Score -2.694377e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 113612 members 
Mstep: Class 2 contains 12002 members 
Mstep: Class 3 contains 29740 members 
Mstep: Class 4 contains 3150 members 
Mstep: Class 5 contains 14362 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 28772 members 
Mstep: Class 9 contains 29749 members 
Mstep: Class 10 contains 17385 members 
Mstep: Class 11 contains 102608 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 1002 members 
Mstep: Class 14 contains 9300 members 
Mstep: Class 15 contains 6090 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 31185 members 
Mstep: Class 18 contains 6849 members 
Mstep: Class 19 contains 6144 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 6525 members 
Mstep: Class 24 contains 13250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26943940.000000 Penalty: 48720.890625
Iteration 99Q: 24 clusters Score -2.694394e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 114640 members 
Mstep: Class 2 contains 11998 members 
Mstep: Class 3 contains 29734 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 14331 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 28666 members 
Mstep: Class 9 contains 29741 members 
Mstep: Class 10 contains 17396 members 
Mstep: Class 11 contains 102611 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 999 members 
Mstep: Class 14 contains 9298 members 
Mstep: Class 15 contains 6024 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 30481 members 
Mstep: Class 18 contains 6849 members 
Mstep: Class 19 contains 6143 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 13249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944144.000000 Penalty: 48720.890625
Iteration 100F: 24 clusters Score -2.694414e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 29716 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 14290 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 6412 members 
Mstep: Class 8 contains 28537 members 
Mstep: Class 9 contains 29731 members 
Mstep: Class 10 contains 17420 members 
Mstep: Class 11 contains 102594 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 998 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 7003 members 
Mstep: Class 17 contains 29788 members 
Mstep: Class 18 contains 6854 members 
Mstep: Class 19 contains 6140 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 13251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944374.000000 Penalty: 48720.890625
Iteration 101Q: 24 clusters Score -2.694437e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 116720 members 
Mstep: Class 2 contains 11997 members 
Mstep: Class 3 contains 29709 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 14245 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 6388 members 
Mstep: Class 8 contains 28397 members 
Mstep: Class 9 contains 29724 members 
Mstep: Class 10 contains 17437 members 
Mstep: Class 11 contains 102579 members 
Mstep: Class 12 contains 3132 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 9286 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 6872 members 
Mstep: Class 17 contains 29082 members 
Mstep: Class 18 contains 6856 members 
Mstep: Class 19 contains 6140 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 6770 members 
Mstep: Class 24 contains 13252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944500.000000 Penalty: 48720.890625
Iteration 102Q: 24 clusters Score -2.69445e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 117753 members 
Mstep: Class 2 contains 12001 members 
Mstep: Class 3 contains 29690 members 
Mstep: Class 4 contains 3150 members 
Mstep: Class 5 contains 14195 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 28246 members 
Mstep: Class 9 contains 29724 members 
Mstep: Class 10 contains 17453 members 
Mstep: Class 11 contains 102578 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 989 members 
Mstep: Class 14 contains 9264 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 6760 members 
Mstep: Class 17 contains 28368 members 
Mstep: Class 18 contains 6856 members 
Mstep: Class 19 contains 6142 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 6871 members 
Mstep: Class 24 contains 13250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944736.000000 Penalty: 48720.890625
Iteration 103Q: 24 clusters Score -2.694474e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 118825 members 
Mstep: Class 2 contains 12008 members 
Mstep: Class 3 contains 29663 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 14162 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 6337 members 
Mstep: Class 8 contains 28107 members 
Mstep: Class 9 contains 29722 members 
Mstep: Class 10 contains 17474 members 
Mstep: Class 11 contains 102573 members 
Mstep: Class 12 contains 3132 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 9228 members 
Mstep: Class 15 contains 5755 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 27644 members 
Mstep: Class 18 contains 6855 members 
Mstep: Class 19 contains 6144 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 6971 members 
Mstep: Class 24 contains 13251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26944990.000000 Penalty: 48720.890625
Iteration 104Q: 24 clusters Score -2.694499e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 29641 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 14115 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 6315 members 
Mstep: Class 8 contains 27938 members 
Mstep: Class 9 contains 29722 members 
Mstep: Class 10 contains 17471 members 
Mstep: Class 11 contains 102553 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 978 members 
Mstep: Class 14 contains 9213 members 
Mstep: Class 15 contains 5692 members 
Mstep: Class 16 contains 6534 members 
Mstep: Class 17 contains 26884 members 
Mstep: Class 18 contains 6855 members 
Mstep: Class 19 contains 6142 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 7068 members 
Mstep: Class 24 contains 13249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945148.000000 Penalty: 48720.890625
Iteration 105Q: 24 clusters Score -2.694515e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 11991 members 
Mstep: Class 3 contains 29624 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 14069 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 27750 members 
Mstep: Class 9 contains 29719 members 
Mstep: Class 10 contains 17483 members 
Mstep: Class 11 contains 102540 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 9185 members 
Mstep: Class 15 contains 5628 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 17 contains 26121 members 
Mstep: Class 18 contains 6857 members 
Mstep: Class 19 contains 6142 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 7167 members 
Mstep: Class 24 contains 13244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945308.000000 Penalty: 48720.890625
Iteration 106Q: 24 clusters Score -2.694531e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 122195 members 
Mstep: Class 2 contains 11982 members 
Mstep: Class 3 contains 29607 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 27572 members 
Mstep: Class 9 contains 29715 members 
Mstep: Class 10 contains 17502 members 
Mstep: Class 11 contains 102524 members 
Mstep: Class 12 contains 3125 members 
Mstep: Class 13 contains 974 members 
Mstep: Class 14 contains 9159 members 
Mstep: Class 15 contains 5557 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 25376 members 
Mstep: Class 18 contains 6860 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 7256 members 
Mstep: Class 24 contains 13239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945540.000000 Penalty: 48720.890625
Iteration 107Q: 24 clusters Score -2.694554e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 123291 members 
Mstep: Class 2 contains 11970 members 
Mstep: Class 3 contains 29579 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 13972 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 27433 members 
Mstep: Class 9 contains 29716 members 
Mstep: Class 10 contains 17513 members 
Mstep: Class 11 contains 102516 members 
Mstep: Class 12 contains 3125 members 
Mstep: Class 13 contains 975 members 
Mstep: Class 14 contains 9123 members 
Mstep: Class 15 contains 5482 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 17 contains 24636 members 
Mstep: Class 18 contains 6861 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 7350 members 
Mstep: Class 24 contains 13236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945740.000000 Penalty: 48720.890625
Iteration 108Q: 24 clusters Score -2.694574e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 124404 members 
Mstep: Class 2 contains 11961 members 
Mstep: Class 3 contains 29555 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 27290 members 
Mstep: Class 9 contains 29718 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 102490 members 
Mstep: Class 12 contains 3125 members 
Mstep: Class 13 contains 975 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 5415 members 
Mstep: Class 16 contains 6206 members 
Mstep: Class 17 contains 23900 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 22 contains 5420 members 
Mstep: Class 23 contains 7452 members 
Mstep: Class 24 contains 13230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26945924.000000 Penalty: 48720.890625
Iteration 109Q: 24 clusters Score -2.694592e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 125478 members 
Mstep: Class 2 contains 11947 members 
Mstep: Class 3 contains 29535 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 13824 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 27154 members 
Mstep: Class 9 contains 29722 members 
Mstep: Class 10 contains 17529 members 
Mstep: Class 11 contains 102468 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 977 members 
Mstep: Class 14 contains 9052 members 
Mstep: Class 15 contains 5343 members 
Mstep: Class 16 contains 6125 members 
Mstep: Class 17 contains 23206 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 22 contains 5411 members 
Mstep: Class 23 contains 7549 members 
Mstep: Class 24 contains 13226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26946042.000000 Penalty: 48720.890625
Iteration 110Q: 24 clusters Score -2.694604e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 126614 members 
Mstep: Class 2 contains 11938 members 
Mstep: Class 3 contains 29522 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 13727 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 26994 members 
Mstep: Class 9 contains 29721 members 
Mstep: Class 10 contains 17535 members 
Mstep: Class 11 contains 102455 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 9023 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 6043 members 
Mstep: Class 17 contains 22462 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 22 contains 5406 members 
Mstep: Class 23 contains 7635 members 
Mstep: Class 24 contains 13221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26946446.000000 Penalty: 48720.890625
Iteration 111Q: 24 clusters Score -2.694645e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 11927 members 
Mstep: Class 3 contains 29504 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 13631 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 6211 members 
Mstep: Class 8 contains 26834 members 
Mstep: Class 9 contains 29720 members 
Mstep: Class 10 contains 17540 members 
Mstep: Class 11 contains 102423 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 8992 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 21708 members 
Mstep: Class 18 contains 6863 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 22 contains 5399 members 
Mstep: Class 23 contains 7730 members 
Mstep: Class 24 contains 13221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26946672.000000 Penalty: 48720.890625
Iteration 112Q: 24 clusters Score -2.694667e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 128916 members 
Mstep: Class 2 contains 11908 members 
Mstep: Class 3 contains 29472 members 
Mstep: Class 4 contains 3162 members 
Mstep: Class 5 contains 13551 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 6207 members 
Mstep: Class 8 contains 26677 members 
Mstep: Class 9 contains 29720 members 
Mstep: Class 10 contains 17540 members 
Mstep: Class 11 contains 102398 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 8971 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 20939 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 22 contains 5389 members 
Mstep: Class 23 contains 7862 members 
Mstep: Class 24 contains 13211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947062.000000 Penalty: 48720.890625
Iteration 113Q: 24 clusters Score -2.694706e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 130044 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 29452 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 13459 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 26530 members 
Mstep: Class 9 contains 29715 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 102378 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 8959 members 
Mstep: Class 15 contains 5094 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 20180 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 22 contains 5387 members 
Mstep: Class 23 contains 7975 members 
Mstep: Class 24 contains 13204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947398.000000 Penalty: 48720.890625
Iteration 114Q: 24 clusters Score -2.69474e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 131149 members 
Mstep: Class 2 contains 11869 members 
Mstep: Class 3 contains 29411 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 13385 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 26412 members 
Mstep: Class 9 contains 29714 members 
Mstep: Class 10 contains 17504 members 
Mstep: Class 11 contains 102351 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 5036 members 
Mstep: Class 16 contains 5725 members 
Mstep: Class 17 contains 19406 members 
Mstep: Class 18 contains 6867 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 22 contains 5380 members 
Mstep: Class 23 contains 8094 members 
Mstep: Class 24 contains 13200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26947842.000000 Penalty: 48720.890625
Iteration 115Q: 24 clusters Score -2.694784e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 132282 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 29375 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 13323 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 26276 members 
Mstep: Class 9 contains 29711 members 
Mstep: Class 10 contains 17467 members 
Mstep: Class 11 contains 102305 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 8922 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 18639 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 6122 members 
Mstep: Class 20 contains 2341 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 13197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26948162.000000 Penalty: 48720.890625
Iteration 116Q: 24 clusters Score -2.694816e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 133430 members 
Mstep: Class 2 contains 11856 members 
Mstep: Class 3 contains 29334 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 13271 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 26132 members 
Mstep: Class 9 contains 29709 members 
Mstep: Class 10 contains 17445 members 
Mstep: Class 11 contains 102251 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 1023 members 
Mstep: Class 14 contains 8894 members 
Mstep: Class 15 contains 4915 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 17839 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 22 contains 5365 members 
Mstep: Class 23 contains 8345 members 
Mstep: Class 24 contains 13196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26948784.000000 Penalty: 48720.890625
Iteration 117Q: 24 clusters Score -2.694878e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 134595 members 
Mstep: Class 2 contains 11854 members 
Mstep: Class 3 contains 29287 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 13190 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 25987 members 
Mstep: Class 9 contains 29707 members 
Mstep: Class 10 contains 17427 members 
Mstep: Class 11 contains 102203 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 4856 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 17053 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 6119 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 22 contains 5350 members 
Mstep: Class 23 contains 8464 members 
Mstep: Class 24 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949406.000000 Penalty: 48720.890625
Iteration 118Q: 24 clusters Score -2.694941e+07 nChanged 1823
Entering ConstructFrom: 
Score: -26949406.000000 Penalty: 48720.890625
Entering ConstructFrom: 
Trying to split cluster 1 (135749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135749 members 
Entering Unmasked Estep 
Score: -8290586.000000 Penalty: 1920.516357
	Iteration 0F: 2 clusters Score -8290586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -8199557.000000 Penalty: 3841.032715
	Iteration 0F: 3 clusters Score -8199557 nChanged 65409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -8238159.000000 Penalty: 3841.032715
	Iteration 1F: 3 clusters Score -8238159 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -8239088.500000 Penalty: 3841.032715
	Iteration 2Q: 3 clusters Score -8239088 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -8240173.000000 Penalty: 3841.032715
	Iteration 3Q: 3 clusters Score -8240173 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -8241650.500000 Penalty: 3841.032715
	Iteration 4Q: 3 clusters Score -8241650 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -8243742.000000 Penalty: 3841.032715
	Iteration 5Q: 3 clusters Score -8243742 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -8247010.500000 Penalty: 3841.032715
	Iteration 6Q: 3 clusters Score -8247010 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -8252087.000000 Penalty: 3841.032715
	Iteration 7F: 3 clusters Score -8252087 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98650 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -8258978.000000 Penalty: 3841.032715
	Iteration 8F: 3 clusters Score -8258978 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -8266593.000000 Penalty: 3841.032715
	Iteration 9F: 3 clusters Score -8266593 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -8273016.500000 Penalty: 3841.032715
	Iteration 10F: 3 clusters Score -8273016 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119704 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -8277689.000000 Penalty: 3841.032715
	Iteration 11Q: 3 clusters Score -8277689 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123824 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -8281086.500000 Penalty: 3841.032715
	Iteration 12Q: 3 clusters Score -8281086 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126886 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -8283372.000000 Penalty: 3841.032715
	Iteration 13Q: 3 clusters Score -8283372 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129281 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -8285177.000000 Penalty: 3841.032715
	Iteration 14Q: 3 clusters Score -8285177 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131099 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -8286439.000000 Penalty: 3841.032715
	Iteration 15Q: 3 clusters Score -8286439 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132384 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -8287403.000000 Penalty: 3841.032715
	Iteration 16Q: 3 clusters Score -8287403 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133253 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8288077.000000 Penalty: 3841.032715
	Iteration 17Q: 3 clusters Score -8288077 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133801 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8288466.500000 Penalty: 3841.032715
	Iteration 18Q: 3 clusters Score -8288466 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134160 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8288712.500000 Penalty: 3841.032715
	Iteration 19Q: 3 clusters Score -8288712 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134392 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8288875.000000 Penalty: 3841.032715
	Iteration 20F: 3 clusters Score -8288875 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134527 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8288967.000000 Penalty: 3841.032715
	Iteration 21Q: 3 clusters Score -8288967 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134637 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8289063.000000 Penalty: 3841.032715
	Iteration 22Q: 3 clusters Score -8289063 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134719 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8289116.500000 Penalty: 3841.032715
	Iteration 23Q: 3 clusters Score -8289116 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134783 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8289187.000000 Penalty: 3841.032715
	Iteration 24Q: 3 clusters Score -8289187 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134830 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8289230.500000 Penalty: 3841.032715
	Iteration 25Q: 3 clusters Score -8289230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134850 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8289267.500000 Penalty: 3841.032715
	Iteration 26Q: 3 clusters Score -8289268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134867 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8289290.500000 Penalty: 3841.032715
	Iteration 27Q: 3 clusters Score -8289290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134876 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8289305.000000 Penalty: 3841.032715
	Iteration 28Q: 3 clusters Score -8289305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8289330.500000 Penalty: 3841.032715
	Iteration 29Q: 3 clusters Score -8289330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8289332.500000 Penalty: 3841.032715
	Iteration 30Q: 3 clusters Score -8289332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134880 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8289332.500000 Penalty: 3841.032715
	Iteration 31Q: 3 clusters Score -8289332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134885 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8289347.000000 Penalty: 3841.032715
	Iteration 32Q: 3 clusters Score -8289347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134884 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8289353.000000 Penalty: 3841.032715
	Iteration 33Q: 3 clusters Score -8289353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134881 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8289365.000000 Penalty: 3841.032715
	Iteration 34Q: 3 clusters Score -8289365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134885 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8289370.000000 Penalty: 3841.032715
	Iteration 35Q: 3 clusters Score -8289370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134884 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8289387.500000 Penalty: 3841.032715
	Iteration 36Q: 3 clusters Score -8289388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134879 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8289389.500000 Penalty: 3841.032715
	Iteration 37Q: 3 clusters Score -8289390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134877 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8289397.000000 Penalty: 3841.032715
	Iteration 38Q: 3 clusters Score -8289397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134873 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8289397.500000 Penalty: 3841.032715
	Iteration 39Q: 3 clusters Score -8289398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134870 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8289399.500000 Penalty: 3841.032715
	Iteration 40F: 3 clusters Score -8289400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134863 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8289406.500000 Penalty: 3841.032715
	Iteration 41Q: 3 clusters Score -8289406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134855 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8289407.000000 Penalty: 3841.032715
	Iteration 42Q: 3 clusters Score -8289407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134850 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8289422.000000 Penalty: 3841.032715
	Iteration 43Q: 3 clusters Score -8289422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134839 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8289428.500000 Penalty: 3841.032715
	Iteration 44Q: 3 clusters Score -8289428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134829 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8289428.000000 Penalty: 3841.032715
	Iteration 45Q: 3 clusters Score -8289428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134816 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8289425.500000 Penalty: 3841.032715
	Iteration 46Q: 3 clusters Score -8289426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8289429.000000 Penalty: 3841.032715
	Iteration 47Q: 3 clusters Score -8289429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134791 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8289429.000000 Penalty: 3841.032715
	Iteration 48Q: 3 clusters Score -8289429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134786 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8289436.500000 Penalty: 3841.032715
	Iteration 49Q: 3 clusters Score -8289436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8289446.500000 Penalty: 3841.032715
	Iteration 50Q: 3 clusters Score -8289446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134770 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8289456.000000 Penalty: 3841.032715
	Iteration 51Q: 3 clusters Score -8289456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134763 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8289455.500000 Penalty: 3841.032715
	Iteration 52Q: 3 clusters Score -8289456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134755 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8289463.000000 Penalty: 3841.032715
	Iteration 53Q: 3 clusters Score -8289463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134745 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8289473.000000 Penalty: 3841.032715
	Iteration 54Q: 3 clusters Score -8289473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8289462.500000 Penalty: 3841.032715
	Iteration 55Q: 3 clusters Score -8289462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134731 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8289479.000000 Penalty: 3841.032715
	Iteration 56Q: 3 clusters Score -8289479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134730 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8289478.500000 Penalty: 3841.032715
	Iteration 57Q: 3 clusters Score -8289478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134725 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8289484.500000 Penalty: 3841.032715
	Iteration 58Q: 3 clusters Score -8289484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134725 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8289491.500000 Penalty: 3841.032715
	Iteration 59Q: 3 clusters Score -8289492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134723 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8289491.500000 Penalty: 3841.032715
	Iteration 60F: 3 clusters Score -8289492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134720 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8289491.000000 Penalty: 3841.032715
	Iteration 61Q: 3 clusters Score -8289491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134718 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8289499.000000 Penalty: 3841.032715
	Iteration 62Q: 3 clusters Score -8289499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134715 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8289517.500000 Penalty: 3841.032715
	Iteration 63Q: 3 clusters Score -8289518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134712 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8289523.500000 Penalty: 3841.032715
	Iteration 64Q: 3 clusters Score -8289524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134704 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8289522.000000 Penalty: 3841.032715
	Iteration 65Q: 3 clusters Score -8289522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134687 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8289534.500000 Penalty: 3841.032715
	Iteration 66Q: 3 clusters Score -8289534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134677 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8289532.000000 Penalty: 3841.032715
	Iteration 67Q: 3 clusters Score -8289532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134672 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8289537.500000 Penalty: 3841.032715
	Iteration 68Q: 3 clusters Score -8289538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8289551.000000 Penalty: 3841.032715
	Iteration 69Q: 3 clusters Score -8289551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134659 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8289546.500000 Penalty: 3841.032715
	Iteration 70Q: 3 clusters Score -8289546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134653 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8289541.500000 Penalty: 3841.032715
	Iteration 71Q: 3 clusters Score -8289542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134657 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8289548.000000 Penalty: 3841.032715
	Iteration 72Q: 3 clusters Score -8289548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134658 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8289562.500000 Penalty: 3841.032715
	Iteration 73Q: 3 clusters Score -8289562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134658 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8289557.000000 Penalty: 3841.032715
	Iteration 74Q: 3 clusters Score -8289557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134660 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8289562.500000 Penalty: 3841.032715
	Iteration 75Q: 3 clusters Score -8289562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134660 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8289564.000000 Penalty: 3841.032715
	Iteration 76Q: 3 clusters Score -8289564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134660 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8289567.500000 Penalty: 3841.032715
	Iteration 77Q: 3 clusters Score -8289568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134663 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8289576.500000 Penalty: 3841.032715
	Iteration 78Q: 3 clusters Score -8289576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8289581.500000 Penalty: 3841.032715
	Iteration 79Q: 3 clusters Score -8289582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8289584.500000 Penalty: 3841.032715
	Iteration 80F: 3 clusters Score -8289584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134663 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8289582.000000 Penalty: 3841.032715
	Iteration 81Q: 3 clusters Score -8289582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134659 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8289585.000000 Penalty: 3841.032715
	Iteration 82Q: 3 clusters Score -8289585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134657 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8289584.000000 Penalty: 3841.032715
	Iteration 83Q: 3 clusters Score -8289584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8289589.000000 Penalty: 3841.032715
	Iteration 84Q: 3 clusters Score -8289589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134653 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8289581.500000 Penalty: 3841.032715
	Iteration 85Q: 3 clusters Score -8289582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134649 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8289585.000000 Penalty: 3841.032715
	Iteration 86Q: 3 clusters Score -8289585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134648 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8289584.000000 Penalty: 3841.032715
	Iteration 87Q: 3 clusters Score -8289584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134646 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8289583.000000 Penalty: 3841.032715
	Iteration 88Q: 3 clusters Score -8289583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134644 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8289583.000000 Penalty: 3841.032715
	Iteration 89Q: 3 clusters Score -8289583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134644 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8289583.500000 Penalty: 3841.032715
	Iteration 90Q: 3 clusters Score -8289584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134643 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8289584.500000 Penalty: 3841.032715
	Iteration 91Q: 3 clusters Score -8289584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134643 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8289585.000000 Penalty: 3841.032715
	Iteration 92Q: 3 clusters Score -8289585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134643 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8289585.000000 Penalty: 3841.032715
	Iteration 93F: 3 clusters Score -8289585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Entering Unmasked Estep 
Score: -702144.187500 Penalty: 1524.071289
	Iteration 0F: 2 clusters Score -702144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -693798.187500 Penalty: 3048.142578
	Iteration 0F: 3 clusters Score -693798.2 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -696965.750000 Penalty: 3048.142578
	Iteration 1F: 3 clusters Score -696965.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -697797.062500 Penalty: 3048.142578
	Iteration 2F: 3 clusters Score -697797.1 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -698636.937500 Penalty: 3048.142578
	Iteration 3F: 3 clusters Score -698636.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -699352.812500 Penalty: 3048.142578
	Iteration 4F: 3 clusters Score -699352.8 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -700059.500000 Penalty: 3048.142578
	Iteration 5F: 3 clusters Score -700059.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -700606.125000 Penalty: 3048.142578
	Iteration 6F: 3 clusters Score -700606.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -701033.062500 Penalty: 3048.142578
	Iteration 7F: 3 clusters Score -701033.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -701307.250000 Penalty: 3048.142578
	Iteration 8Q: 3 clusters Score -701307.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -701497.437500 Penalty: 3048.142578
	Iteration 9Q: 3 clusters Score -701497.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -701597.250000 Penalty: 3048.142578
	Iteration 10Q: 3 clusters Score -701597.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -701664.250000 Penalty: 3048.142578
	Iteration 11Q: 3 clusters Score -701664.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -701700.500000 Penalty: 3048.142578
	Iteration 12Q: 3 clusters Score -701700.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -701732.562500 Penalty: 3048.142578
	Iteration 13Q: 3 clusters Score -701732.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -701756.375000 Penalty: 3048.142578
	Iteration 14Q: 3 clusters Score -701756.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -701774.812500 Penalty: 3048.142578
	Iteration 15Q: 3 clusters Score -701774.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -701784.875000 Penalty: 3048.142578
	Iteration 16Q: 3 clusters Score -701784.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -701793.812500 Penalty: 3048.142578
	Iteration 17Q: 3 clusters Score -701793.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -701797.125000 Penalty: 3048.142578
	Iteration 18Q: 3 clusters Score -701797.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -701802.125000 Penalty: 3048.142578
	Iteration 19Q: 3 clusters Score -701802.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -701801.750000 Penalty: 3048.142578
	Iteration 20F: 3 clusters Score -701801.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -701804.375000 Penalty: 3048.142578
	Iteration 21Q: 3 clusters Score -701804.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -701806.062500 Penalty: 3048.142578
	Iteration 22Q: 3 clusters Score -701806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -701808.312500 Penalty: 3048.142578
	Iteration 23Q: 3 clusters Score -701808.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -701808.875000 Penalty: 3048.142578
	Iteration 24Q: 3 clusters Score -701808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -701811.375000 Penalty: 3048.142578
	Iteration 25Q: 3 clusters Score -701811.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -701812.562500 Penalty: 3048.142578
	Iteration 26Q: 3 clusters Score -701812.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -701811.750000 Penalty: 3048.142578
	Iteration 27Q: 3 clusters Score -701811.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -701813.312500 Penalty: 3048.142578
	Iteration 28Q: 3 clusters Score -701813.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -701813.625000 Penalty: 3048.142578
	Iteration 29Q: 3 clusters Score -701813.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -701815.125000 Penalty: 3048.142578
	Iteration 30Q: 3 clusters Score -701815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -701814.375000 Penalty: 3048.142578
	Iteration 31Q: 3 clusters Score -701814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -701816.750000 Penalty: 3048.142578
	Iteration 32Q: 3 clusters Score -701816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -701815.250000 Penalty: 3048.142578
	Iteration 33Q: 3 clusters Score -701815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -701816.000000 Penalty: 3048.142578
	Iteration 34Q: 3 clusters Score -701816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -701814.062500 Penalty: 3048.142578
	Iteration 35Q: 3 clusters Score -701814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -701816.125000 Penalty: 3048.142578
	Iteration 36Q: 3 clusters Score -701816.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -701816.125000 Penalty: 3048.142578
	Iteration 37F: 3 clusters Score -701816.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Entering Unmasked Estep 
Score: -1796314.125000 Penalty: 1671.151733
	Iteration 0F: 2 clusters Score -1796314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1776685.250000 Penalty: 3342.303467
	Iteration 0F: 3 clusters Score -1776685 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1783821.375000 Penalty: 3342.303467
	Iteration 1F: 3 clusters Score -1783821 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1784289.625000 Penalty: 3342.303467
	Iteration 2Q: 3 clusters Score -1784290 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1784906.375000 Penalty: 3342.303467
	Iteration 3Q: 3 clusters Score -1784906 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1785740.000000 Penalty: 3342.303467
	Iteration 4Q: 3 clusters Score -1785740 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1786620.875000 Penalty: 3342.303467
	Iteration 5F: 3 clusters Score -1786621 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1787403.000000 Penalty: 3342.303467
	Iteration 6F: 3 clusters Score -1787403 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1788146.875000 Penalty: 3342.303467
	Iteration 7F: 3 clusters Score -1788147 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1788808.375000 Penalty: 3342.303467
	Iteration 8Q: 3 clusters Score -1788808 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1789401.250000 Penalty: 3342.303467
	Iteration 9Q: 3 clusters Score -1789401 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1789956.625000 Penalty: 3342.303467
	Iteration 10Q: 3 clusters Score -1789957 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1790435.500000 Penalty: 3342.303467
	Iteration 11Q: 3 clusters Score -1790436 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1790860.375000 Penalty: 3342.303467
	Iteration 12Q: 3 clusters Score -1790860 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1791251.125000 Penalty: 3342.303467
	Iteration 13Q: 3 clusters Score -1791251 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1791637.000000 Penalty: 3342.303467
	Iteration 14Q: 3 clusters Score -1791637 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1792001.750000 Penalty: 3342.303467
	Iteration 15Q: 3 clusters Score -1792002 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1792329.125000 Penalty: 3342.303467
	Iteration 16Q: 3 clusters Score -1792329 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1792604.000000 Penalty: 3342.303467
	Iteration 17Q: 3 clusters Score -1792604 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -1792844.625000 Penalty: 3342.303467
	Iteration 18Q: 3 clusters Score -1792845 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1793044.125000 Penalty: 3342.303467
	Iteration 19Q: 3 clusters Score -1793044 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1793242.250000 Penalty: 3342.303467
	Iteration 20F: 3 clusters Score -1793242 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -1793421.250000 Penalty: 3342.303467
	Iteration 21Q: 3 clusters Score -1793421 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -1793629.125000 Penalty: 3342.303467
	Iteration 22Q: 3 clusters Score -1793629 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -1793821.125000 Penalty: 3342.303467
	Iteration 23Q: 3 clusters Score -1793821 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1794002.500000 Penalty: 3342.303467
	Iteration 24Q: 3 clusters Score -1794002 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -1794157.000000 Penalty: 3342.303467
	Iteration 25Q: 3 clusters Score -1794157 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -1794323.875000 Penalty: 3342.303467
	Iteration 26Q: 3 clusters Score -1794324 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -1794476.250000 Penalty: 3342.303467
	Iteration 27Q: 3 clusters Score -1794476 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -1794629.125000 Penalty: 3342.303467
	Iteration 28Q: 3 clusters Score -1794629 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -1794759.750000 Penalty: 3342.303467
	Iteration 29Q: 3 clusters Score -1794760 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -1794879.375000 Penalty: 3342.303467
	Iteration 30Q: 3 clusters Score -1794879 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -1794988.875000 Penalty: 3342.303467
	Iteration 31Q: 3 clusters Score -1794989 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1795108.750000 Penalty: 3342.303467
	Iteration 32Q: 3 clusters Score -1795109 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -1795217.625000 Penalty: 3342.303467
	Iteration 33Q: 3 clusters Score -1795218 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -1795323.625000 Penalty: 3342.303467
	Iteration 34Q: 3 clusters Score -1795324 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -1795424.625000 Penalty: 3342.303467
	Iteration 35Q: 3 clusters Score -1795425 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -1795523.500000 Penalty: 3342.303467
	Iteration 36Q: 3 clusters Score -1795524 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -1795636.000000 Penalty: 3342.303467
	Iteration 37Q: 3 clusters Score -1795636 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -1795733.625000 Penalty: 3342.303467
	Iteration 38Q: 3 clusters Score -1795734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -1795814.250000 Penalty: 3342.303467
	Iteration 39Q: 3 clusters Score -1795814 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -1795898.875000 Penalty: 3342.303467
	Iteration 40F: 3 clusters Score -1795899 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -1795967.375000 Penalty: 3342.303467
	Iteration 41Q: 3 clusters Score -1795967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1796004.750000 Penalty: 3342.303467
	Iteration 42Q: 3 clusters Score -1796005 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -1796032.000000 Penalty: 3342.303467
	Iteration 43Q: 3 clusters Score -1796032 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -1796051.625000 Penalty: 3342.303467
	Iteration 44Q: 3 clusters Score -1796052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -1796070.375000 Penalty: 3342.303467
	Iteration 45Q: 3 clusters Score -1796070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -1796087.875000 Penalty: 3342.303467
	Iteration 46Q: 3 clusters Score -1796088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -1796096.000000 Penalty: 3342.303467
	Iteration 47Q: 3 clusters Score -1796096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -1796096.875000 Penalty: 3342.303467
	Iteration 48Q: 3 clusters Score -1796097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -1796103.000000 Penalty: 3342.303467
	Iteration 49Q: 3 clusters Score -1796103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -1796104.000000 Penalty: 3342.303467
	Iteration 50Q: 3 clusters Score -1796104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -1796106.250000 Penalty: 3342.303467
	Iteration 51Q: 3 clusters Score -1796106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -1796107.375000 Penalty: 3342.303467
	Iteration 52Q: 3 clusters Score -1796107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -1796112.875000 Penalty: 3342.303467
	Iteration 53Q: 3 clusters Score -1796113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -1796117.500000 Penalty: 3342.303467
	Iteration 54Q: 3 clusters Score -1796118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -1796118.750000 Penalty: 3342.303467
	Iteration 55Q: 3 clusters Score -1796119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -1796123.375000 Penalty: 3342.303467
	Iteration 56Q: 3 clusters Score -1796123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -1796124.875000 Penalty: 3342.303467
	Iteration 57Q: 3 clusters Score -1796125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -1796120.750000 Penalty: 3342.303467
	Iteration 58Q: 3 clusters Score -1796121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -1796122.000000 Penalty: 3342.303467
	Iteration 59Q: 3 clusters Score -1796122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -1796122.875000 Penalty: 3342.303467
	Iteration 60F: 3 clusters Score -1796123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -1796122.375000 Penalty: 3342.303467
	Iteration 61Q: 3 clusters Score -1796122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -1796125.125000 Penalty: 3342.303467
	Iteration 62Q: 3 clusters Score -1796125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -1796127.625000 Penalty: 3342.303467
	Iteration 63Q: 3 clusters Score -1796128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -1796133.000000 Penalty: 3342.303467
	Iteration 64Q: 3 clusters Score -1796133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -1796136.500000 Penalty: 3342.303467
	Iteration 65Q: 3 clusters Score -1796136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -1796141.375000 Penalty: 3342.303467
	Iteration 66Q: 3 clusters Score -1796141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -1796138.625000 Penalty: 3342.303467
	Iteration 67Q: 3 clusters Score -1796139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -1796142.500000 Penalty: 3342.303467
	Iteration 68Q: 3 clusters Score -1796142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -1796142.750000 Penalty: 3342.303467
	Iteration 69Q: 3 clusters Score -1796143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -1796143.875000 Penalty: 3342.303467
	Iteration 70Q: 3 clusters Score -1796144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -1796147.750000 Penalty: 3342.303467
	Iteration 71Q: 3 clusters Score -1796148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -1796145.375000 Penalty: 3342.303467
	Iteration 72Q: 3 clusters Score -1796145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -1796143.125000 Penalty: 3342.303467
	Iteration 73Q: 3 clusters Score -1796143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -1796143.125000 Penalty: 3342.303467
	Iteration 74Q: 3 clusters Score -1796143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -1796143.125000 Penalty: 3342.303467
	Iteration 75F: 3 clusters Score -1796143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -189746.687500 Penalty: 1309.014771
	Iteration 0F: 2 clusters Score -189746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -186996.125000 Penalty: 2618.029541
	Iteration 0F: 3 clusters Score -186996.1 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -187784.203125 Penalty: 2618.029541
	Iteration 1F: 3 clusters Score -187784.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -187951.109375 Penalty: 2618.029541
	Iteration 2F: 3 clusters Score -187951.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -188081.796875 Penalty: 2618.029541
	Iteration 3F: 3 clusters Score -188081.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -188167.046875 Penalty: 2618.029541
	Iteration 4Q: 3 clusters Score -188167 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -188233.828125 Penalty: 2618.029541
	Iteration 5Q: 3 clusters Score -188233.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -188283.937500 Penalty: 2618.029541
	Iteration 6Q: 3 clusters Score -188283.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -188322.531250 Penalty: 2618.029541
	Iteration 7Q: 3 clusters Score -188322.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -188367.812500 Penalty: 2618.029541
	Iteration 8Q: 3 clusters Score -188367.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -188420.875000 Penalty: 2618.029541
	Iteration 9Q: 3 clusters Score -188420.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -188462.625000 Penalty: 2618.029541
	Iteration 10Q: 3 clusters Score -188462.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -188508.718750 Penalty: 2618.029541
	Iteration 11Q: 3 clusters Score -188508.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -188554.250000 Penalty: 2618.029541
	Iteration 12Q: 3 clusters Score -188554.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -188596.609375 Penalty: 2618.029541
	Iteration 13Q: 3 clusters Score -188596.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -188636.000000 Penalty: 2618.029541
	Iteration 14Q: 3 clusters Score -188636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -188668.218750 Penalty: 2618.029541
	Iteration 15Q: 3 clusters Score -188668.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -188693.093750 Penalty: 2618.029541
	Iteration 16Q: 3 clusters Score -188693.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -188709.781250 Penalty: 2618.029541
	Iteration 17Q: 3 clusters Score -188709.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -188724.187500 Penalty: 2618.029541
	Iteration 18Q: 3 clusters Score -188724.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -188745.687500 Penalty: 2618.029541
	Iteration 19Q: 3 clusters Score -188745.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -188771.218750 Penalty: 2618.029541
	Iteration 20F: 3 clusters Score -188771.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -188794.125000 Penalty: 2618.029541
	Iteration 21Q: 3 clusters Score -188794.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -188821.453125 Penalty: 2618.029541
	Iteration 22Q: 3 clusters Score -188821.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -188857.109375 Penalty: 2618.029541
	Iteration 23Q: 3 clusters Score -188857.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -188896.265625 Penalty: 2618.029541
	Iteration 24Q: 3 clusters Score -188896.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -188959.796875 Penalty: 2618.029541
	Iteration 25Q: 3 clusters Score -188959.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -189030.484375 Penalty: 2618.029541
	Iteration 26Q: 3 clusters Score -189030.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -189110.578125 Penalty: 2618.029541
	Iteration 27Q: 3 clusters Score -189110.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -189179.031250 Penalty: 2618.029541
	Iteration 28Q: 3 clusters Score -189179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -189234.437500 Penalty: 2618.029541
	Iteration 29Q: 3 clusters Score -189234.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -189292.406250 Penalty: 2618.029541
	Iteration 30Q: 3 clusters Score -189292.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -189337.828125 Penalty: 2618.029541
	Iteration 31Q: 3 clusters Score -189337.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -189376.078125 Penalty: 2618.029541
	Iteration 32Q: 3 clusters Score -189376.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -189410.421875 Penalty: 2618.029541
	Iteration 33Q: 3 clusters Score -189410.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -189442.171875 Penalty: 2618.029541
	Iteration 34Q: 3 clusters Score -189442.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -189468.859375 Penalty: 2618.029541
	Iteration 35Q: 3 clusters Score -189468.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -189498.734375 Penalty: 2618.029541
	Iteration 36Q: 3 clusters Score -189498.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -189532.265625 Penalty: 2618.029541
	Iteration 37Q: 3 clusters Score -189532.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -189568.890625 Penalty: 2618.029541
	Iteration 38Q: 3 clusters Score -189568.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -189591.640625 Penalty: 2618.029541
	Iteration 39Q: 3 clusters Score -189591.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -189627.531250 Penalty: 2618.029541
	Iteration 40F: 3 clusters Score -189627.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -189655.125000 Penalty: 2618.029541
	Iteration 41Q: 3 clusters Score -189655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -189673.578125 Penalty: 2618.029541
	Iteration 42Q: 3 clusters Score -189673.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -189696.546875 Penalty: 2618.029541
	Iteration 43Q: 3 clusters Score -189696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -189699.765625 Penalty: 2618.029541
	Iteration 44Q: 3 clusters Score -189699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -189700.125000 Penalty: 2618.029541
	Iteration 45Q: 3 clusters Score -189700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -189701.953125 Penalty: 2618.029541
	Iteration 46Q: 3 clusters Score -189702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -189702.531250 Penalty: 2618.029541
	Iteration 47Q: 3 clusters Score -189702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -189703.468750 Penalty: 2618.029541
	Iteration 48Q: 3 clusters Score -189703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -189703.468750 Penalty: 2618.029541
	Iteration 49F: 3 clusters Score -189703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Entering Unmasked Estep 
Score: -823699.875000 Penalty: 1540.696167
	Iteration 0F: 2 clusters Score -823699.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -814424.625000 Penalty: 3081.392334
	Iteration 0F: 3 clusters Score -814424.6 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -817457.375000 Penalty: 3081.392334
	Iteration 1F: 3 clusters Score -817457.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -817696.062500 Penalty: 3081.392334
	Iteration 2F: 3 clusters Score -817696.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -817954.000000 Penalty: 3081.392334
	Iteration 3Q: 3 clusters Score -817954 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -818236.187500 Penalty: 3081.392334
	Iteration 4Q: 3 clusters Score -818236.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -818519.875000 Penalty: 3081.392334
	Iteration 5Q: 3 clusters Score -818519.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -818829.437500 Penalty: 3081.392334
	Iteration 6Q: 3 clusters Score -818829.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -819156.000000 Penalty: 3081.392334
	Iteration 7Q: 3 clusters Score -819156 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -819605.375000 Penalty: 3081.392334
	Iteration 8F: 3 clusters Score -819605.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -820092.562500 Penalty: 3081.392334
	Iteration 9F: 3 clusters Score -820092.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -820516.812500 Penalty: 3081.392334
	Iteration 10Q: 3 clusters Score -820516.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -820878.562500 Penalty: 3081.392334
	Iteration 11Q: 3 clusters Score -820878.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -821168.187500 Penalty: 3081.392334
	Iteration 12Q: 3 clusters Score -821168.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -821377.562500 Penalty: 3081.392334
	Iteration 13Q: 3 clusters Score -821377.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -821528.375000 Penalty: 3081.392334
	Iteration 14Q: 3 clusters Score -821528.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -821647.187500 Penalty: 3081.392334
	Iteration 15Q: 3 clusters Score -821647.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -821772.125000 Penalty: 3081.392334
	Iteration 16Q: 3 clusters Score -821772.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -821884.375000 Penalty: 3081.392334
	Iteration 17Q: 3 clusters Score -821884.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -821981.187500 Penalty: 3081.392334
	Iteration 18Q: 3 clusters Score -821981.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -822060.812500 Penalty: 3081.392334
	Iteration 19Q: 3 clusters Score -822060.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -822137.187500 Penalty: 3081.392334
	Iteration 20F: 3 clusters Score -822137.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -822201.562500 Penalty: 3081.392334
	Iteration 21Q: 3 clusters Score -822201.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -822247.062500 Penalty: 3081.392334
	Iteration 22Q: 3 clusters Score -822247.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -822278.000000 Penalty: 3081.392334
	Iteration 23Q: 3 clusters Score -822278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -822302.437500 Penalty: 3081.392334
	Iteration 24Q: 3 clusters Score -822302.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -822323.875000 Penalty: 3081.392334
	Iteration 25Q: 3 clusters Score -822323.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -822342.000000 Penalty: 3081.392334
	Iteration 26Q: 3 clusters Score -822342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -822364.187500 Penalty: 3081.392334
	Iteration 27Q: 3 clusters Score -822364.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -822377.625000 Penalty: 3081.392334
	Iteration 28Q: 3 clusters Score -822377.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -822385.625000 Penalty: 3081.392334
	Iteration 29Q: 3 clusters Score -822385.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -822395.312500 Penalty: 3081.392334
	Iteration 30Q: 3 clusters Score -822395.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -822404.937500 Penalty: 3081.392334
	Iteration 31Q: 3 clusters Score -822404.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -822412.437500 Penalty: 3081.392334
	Iteration 32Q: 3 clusters Score -822412.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -822418.062500 Penalty: 3081.392334
	Iteration 33Q: 3 clusters Score -822418.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -822423.687500 Penalty: 3081.392334
	Iteration 34Q: 3 clusters Score -822423.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -822429.500000 Penalty: 3081.392334
	Iteration 35Q: 3 clusters Score -822429.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -822433.875000 Penalty: 3081.392334
	Iteration 36Q: 3 clusters Score -822433.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -822440.250000 Penalty: 3081.392334
	Iteration 37Q: 3 clusters Score -822440.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -822445.375000 Penalty: 3081.392334
	Iteration 38Q: 3 clusters Score -822445.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -822453.250000 Penalty: 3081.392334
	Iteration 39Q: 3 clusters Score -822453.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -822453.750000 Penalty: 3081.392334
	Iteration 40F: 3 clusters Score -822453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -822457.562500 Penalty: 3081.392334
	Iteration 41Q: 3 clusters Score -822457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -822459.125000 Penalty: 3081.392334
	Iteration 42Q: 3 clusters Score -822459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -822463.125000 Penalty: 3081.392334
	Iteration 43Q: 3 clusters Score -822463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -822463.375000 Penalty: 3081.392334
	Iteration 44Q: 3 clusters Score -822463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -822466.875000 Penalty: 3081.392334
	Iteration 45Q: 3 clusters Score -822466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -822466.312500 Penalty: 3081.392334
	Iteration 46Q: 3 clusters Score -822466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -822467.062500 Penalty: 3081.392334
	Iteration 47Q: 3 clusters Score -822467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -822467.687500 Penalty: 3081.392334
	Iteration 48Q: 3 clusters Score -822467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -822467.437500 Penalty: 3081.392334
	Iteration 49Q: 3 clusters Score -822467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -822467.437500 Penalty: 3081.392334
	Iteration 50F: 3 clusters Score -822467.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -107836.804688 Penalty: 1241.598145
	Iteration 0F: 2 clusters Score -107836.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -105740.671875 Penalty: 2483.196289
	Iteration 0F: 3 clusters Score -105740.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -106241.273438 Penalty: 2483.196289
	Iteration 1F: 3 clusters Score -106241.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -106424.367188 Penalty: 2483.196289
	Iteration 2F: 3 clusters Score -106424.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -106556.398438 Penalty: 2483.196289
	Iteration 3F: 3 clusters Score -106556.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -106655.492188 Penalty: 2483.196289
	Iteration 4Q: 3 clusters Score -106655.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -106754.046875 Penalty: 2483.196289
	Iteration 5Q: 3 clusters Score -106754 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -106841.656250 Penalty: 2483.196289
	Iteration 6Q: 3 clusters Score -106841.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -106911.953125 Penalty: 2483.196289
	Iteration 7Q: 3 clusters Score -106912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -106964.421875 Penalty: 2483.196289
	Iteration 8Q: 3 clusters Score -106964.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -107021.390625 Penalty: 2483.196289
	Iteration 9Q: 3 clusters Score -107021.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -107073.351562 Penalty: 2483.196289
	Iteration 10Q: 3 clusters Score -107073.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -107112.656250 Penalty: 2483.196289
	Iteration 11Q: 3 clusters Score -107112.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -107152.617188 Penalty: 2483.196289
	Iteration 12Q: 3 clusters Score -107152.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -107182.617188 Penalty: 2483.196289
	Iteration 13Q: 3 clusters Score -107182.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -107211.867188 Penalty: 2483.196289
	Iteration 14Q: 3 clusters Score -107211.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -107235.421875 Penalty: 2483.196289
	Iteration 15Q: 3 clusters Score -107235.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -107248.281250 Penalty: 2483.196289
	Iteration 16Q: 3 clusters Score -107248.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -107256.375000 Penalty: 2483.196289
	Iteration 17Q: 3 clusters Score -107256.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -107265.929688 Penalty: 2483.196289
	Iteration 18Q: 3 clusters Score -107265.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -107269.445312 Penalty: 2483.196289
	Iteration 19Q: 3 clusters Score -107269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -107270.984375 Penalty: 2483.196289
	Iteration 20F: 3 clusters Score -107271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -107272.312500 Penalty: 2483.196289
	Iteration 21Q: 3 clusters Score -107272.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -107273.234375 Penalty: 2483.196289
	Iteration 22Q: 3 clusters Score -107273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -107274.320312 Penalty: 2483.196289
	Iteration 23Q: 3 clusters Score -107274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -107274.351562 Penalty: 2483.196289
	Iteration 24Q: 3 clusters Score -107274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -107274.609375 Penalty: 2483.196289
	Iteration 25Q: 3 clusters Score -107274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -107274.609375 Penalty: 2483.196289
	Iteration 26F: 3 clusters Score -107274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Entering Unmasked Estep 
Score: -381885.875000 Penalty: 1419.653442
	Iteration 0F: 2 clusters Score -381885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -377072.312500 Penalty: 2839.306885
	Iteration 0F: 3 clusters Score -377072.3 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -378472.062500 Penalty: 2839.306885
	Iteration 1F: 3 clusters Score -378472.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -378655.343750 Penalty: 2839.306885
	Iteration 2F: 3 clusters Score -378655.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -378793.250000 Penalty: 2839.306885
	Iteration 3Q: 3 clusters Score -378793.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -378900.218750 Penalty: 2839.306885
	Iteration 4Q: 3 clusters Score -378900.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -378983.781250 Penalty: 2839.306885
	Iteration 5Q: 3 clusters Score -378983.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -379052.687500 Penalty: 2839.306885
	Iteration 6Q: 3 clusters Score -379052.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -379120.656250 Penalty: 2839.306885
	Iteration 7Q: 3 clusters Score -379120.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -379191.187500 Penalty: 2839.306885
	Iteration 8Q: 3 clusters Score -379191.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -379256.281250 Penalty: 2839.306885
	Iteration 9Q: 3 clusters Score -379256.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -379335.843750 Penalty: 2839.306885
	Iteration 10Q: 3 clusters Score -379335.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -379408.531250 Penalty: 2839.306885
	Iteration 11Q: 3 clusters Score -379408.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -379473.500000 Penalty: 2839.306885
	Iteration 12Q: 3 clusters Score -379473.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -379560.218750 Penalty: 2839.306885
	Iteration 13Q: 3 clusters Score -379560.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -379673.656250 Penalty: 2839.306885
	Iteration 14Q: 3 clusters Score -379673.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -379817.718750 Penalty: 2839.306885
	Iteration 15Q: 3 clusters Score -379817.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -379936.625000 Penalty: 2839.306885
	Iteration 16Q: 3 clusters Score -379936.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -380056.562500 Penalty: 2839.306885
	Iteration 17Q: 3 clusters Score -380056.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -380156.062500 Penalty: 2839.306885
	Iteration 18Q: 3 clusters Score -380156.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -380251.656250 Penalty: 2839.306885
	Iteration 19Q: 3 clusters Score -380251.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -380321.781250 Penalty: 2839.306885
	Iteration 20F: 3 clusters Score -380321.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -380378.687500 Penalty: 2839.306885
	Iteration 21Q: 3 clusters Score -380378.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -380434.968750 Penalty: 2839.306885
	Iteration 22Q: 3 clusters Score -380435 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -380474.531250 Penalty: 2839.306885
	Iteration 23Q: 3 clusters Score -380474.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -380510.312500 Penalty: 2839.306885
	Iteration 24Q: 3 clusters Score -380510.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -380543.718750 Penalty: 2839.306885
	Iteration 25Q: 3 clusters Score -380543.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -380567.625000 Penalty: 2839.306885
	Iteration 26Q: 3 clusters Score -380567.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -380583.406250 Penalty: 2839.306885
	Iteration 27Q: 3 clusters Score -380583.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -380599.968750 Penalty: 2839.306885
	Iteration 28Q: 3 clusters Score -380600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -380609.312500 Penalty: 2839.306885
	Iteration 29Q: 3 clusters Score -380609.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -380621.281250 Penalty: 2839.306885
	Iteration 30Q: 3 clusters Score -380621.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -380631.187500 Penalty: 2839.306885
	Iteration 31Q: 3 clusters Score -380631.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -380640.656250 Penalty: 2839.306885
	Iteration 32Q: 3 clusters Score -380640.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -380651.562500 Penalty: 2839.306885
	Iteration 33Q: 3 clusters Score -380651.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -380665.531250 Penalty: 2839.306885
	Iteration 34Q: 3 clusters Score -380665.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -380677.843750 Penalty: 2839.306885
	Iteration 35Q: 3 clusters Score -380677.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -380694.718750 Penalty: 2839.306885
	Iteration 36Q: 3 clusters Score -380694.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -380711.750000 Penalty: 2839.306885
	Iteration 37Q: 3 clusters Score -380711.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -380729.000000 Penalty: 2839.306885
	Iteration 38Q: 3 clusters Score -380729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -380750.625000 Penalty: 2839.306885
	Iteration 39Q: 3 clusters Score -380750.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -380776.093750 Penalty: 2839.306885
	Iteration 40F: 3 clusters Score -380776.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -380798.906250 Penalty: 2839.306885
	Iteration 41Q: 3 clusters Score -380798.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -380814.187500 Penalty: 2839.306885
	Iteration 42Q: 3 clusters Score -380814.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -380831.187500 Penalty: 2839.306885
	Iteration 43Q: 3 clusters Score -380831.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -380842.187500 Penalty: 2839.306885
	Iteration 44Q: 3 clusters Score -380842.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -380852.625000 Penalty: 2839.306885
	Iteration 45Q: 3 clusters Score -380852.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -380869.343750 Penalty: 2839.306885
	Iteration 46Q: 3 clusters Score -380869.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -380887.093750 Penalty: 2839.306885
	Iteration 47Q: 3 clusters Score -380887.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -380906.468750 Penalty: 2839.306885
	Iteration 48Q: 3 clusters Score -380906.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -380926.218750 Penalty: 2839.306885
	Iteration 49Q: 3 clusters Score -380926.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -380939.468750 Penalty: 2839.306885
	Iteration 50Q: 3 clusters Score -380939.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -380945.937500 Penalty: 2839.306885
	Iteration 51Q: 3 clusters Score -380945.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -380951.656250 Penalty: 2839.306885
	Iteration 52Q: 3 clusters Score -380951.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -380956.531250 Penalty: 2839.306885
	Iteration 53Q: 3 clusters Score -380956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -380962.687500 Penalty: 2839.306885
	Iteration 54Q: 3 clusters Score -380962.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -380969.812500 Penalty: 2839.306885
	Iteration 55Q: 3 clusters Score -380969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -380975.375000 Penalty: 2839.306885
	Iteration 56Q: 3 clusters Score -380975.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -380978.781250 Penalty: 2839.306885
	Iteration 57Q: 3 clusters Score -380978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -380979.062500 Penalty: 2839.306885
	Iteration 58Q: 3 clusters Score -380979.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -380979.218750 Penalty: 2839.306885
	Iteration 59Q: 3 clusters Score -380979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -380979.531250 Penalty: 2839.306885
	Iteration 60F: 3 clusters Score -380979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -380984.218750 Penalty: 2839.306885
	Iteration 61Q: 3 clusters Score -380984.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -380987.500000 Penalty: 2839.306885
	Iteration 62Q: 3 clusters Score -380987.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -380989.000000 Penalty: 2839.306885
	Iteration 63Q: 3 clusters Score -380989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -380989.562500 Penalty: 2839.306885
	Iteration 64Q: 3 clusters Score -380989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -380991.062500 Penalty: 2839.306885
	Iteration 65Q: 3 clusters Score -380991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -380992.625000 Penalty: 2839.306885
	Iteration 66Q: 3 clusters Score -380992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -380992.875000 Penalty: 2839.306885
	Iteration 67Q: 3 clusters Score -380992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -380992.906250 Penalty: 2839.306885
	Iteration 68Q: 3 clusters Score -380992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -380993.937500 Penalty: 2839.306885
	Iteration 69Q: 3 clusters Score -380993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -380994.812500 Penalty: 2839.306885
	Iteration 70Q: 3 clusters Score -380994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -380996.187500 Penalty: 2839.306885
	Iteration 71Q: 3 clusters Score -380996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -380996.375000 Penalty: 2839.306885
	Iteration 72Q: 3 clusters Score -380996.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -380996.375000 Penalty: 2839.306885
	Iteration 73F: 3 clusters Score -380996.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Entering Unmasked Estep 
Score: -1625306.250000 Penalty: 1651.010620
	Iteration 0F: 2 clusters Score -1625306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1607836.500000 Penalty: 3302.021240
	Iteration 0F: 3 clusters Score -1607836 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1614487.750000 Penalty: 3302.021240
	Iteration 1F: 3 clusters Score -1614488 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1615017.875000 Penalty: 3302.021240
	Iteration 2F: 3 clusters Score -1615018 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1615619.625000 Penalty: 3302.021240
	Iteration 3F: 3 clusters Score -1615620 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1616354.125000 Penalty: 3302.021240
	Iteration 4F: 3 clusters Score -1616354 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1617238.000000 Penalty: 3302.021240
	Iteration 5F: 3 clusters Score -1617238 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1618264.375000 Penalty: 3302.021240
	Iteration 6F: 3 clusters Score -1618264 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -1619411.375000 Penalty: 3302.021240
	Iteration 7F: 3 clusters Score -1619411 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -1620552.375000 Penalty: 3302.021240
	Iteration 8F: 3 clusters Score -1620552 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -1621504.875000 Penalty: 3302.021240
	Iteration 9Q: 3 clusters Score -1621505 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -1622324.750000 Penalty: 3302.021240
	Iteration 10Q: 3 clusters Score -1622325 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -1622946.250000 Penalty: 3302.021240
	Iteration 11Q: 3 clusters Score -1622946 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -1623294.875000 Penalty: 3302.021240
	Iteration 12Q: 3 clusters Score -1623295 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -1623474.375000 Penalty: 3302.021240
	Iteration 13Q: 3 clusters Score -1623474 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -1623601.250000 Penalty: 3302.021240
	Iteration 14Q: 3 clusters Score -1623601 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -1623666.625000 Penalty: 3302.021240
	Iteration 15Q: 3 clusters Score -1623667 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -1623715.250000 Penalty: 3302.021240
	Iteration 16Q: 3 clusters Score -1623715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -1623750.625000 Penalty: 3302.021240
	Iteration 17Q: 3 clusters Score -1623751 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -1623786.125000 Penalty: 3302.021240
	Iteration 18Q: 3 clusters Score -1623786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -1623811.125000 Penalty: 3302.021240
	Iteration 19Q: 3 clusters Score -1623811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -1623843.375000 Penalty: 3302.021240
	Iteration 20F: 3 clusters Score -1623843 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -1623869.125000 Penalty: 3302.021240
	Iteration 21Q: 3 clusters Score -1623869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -1623884.625000 Penalty: 3302.021240
	Iteration 22Q: 3 clusters Score -1623885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -1623899.500000 Penalty: 3302.021240
	Iteration 23Q: 3 clusters Score -1623900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -1623910.375000 Penalty: 3302.021240
	Iteration 24Q: 3 clusters Score -1623910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -1623921.500000 Penalty: 3302.021240
	Iteration 25Q: 3 clusters Score -1623922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -1623928.000000 Penalty: 3302.021240
	Iteration 26Q: 3 clusters Score -1623928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -1623937.250000 Penalty: 3302.021240
	Iteration 27Q: 3 clusters Score -1623937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -1623942.375000 Penalty: 3302.021240
	Iteration 28Q: 3 clusters Score -1623942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -1623949.625000 Penalty: 3302.021240
	Iteration 29Q: 3 clusters Score -1623950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -1623951.000000 Penalty: 3302.021240
	Iteration 30Q: 3 clusters Score -1623951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -1623952.500000 Penalty: 3302.021240
	Iteration 31Q: 3 clusters Score -1623952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -1623954.250000 Penalty: 3302.021240
	Iteration 32Q: 3 clusters Score -1623954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -1623959.125000 Penalty: 3302.021240
	Iteration 33Q: 3 clusters Score -1623959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -1623961.000000 Penalty: 3302.021240
	Iteration 34Q: 3 clusters Score -1623961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -1623964.500000 Penalty: 3302.021240
	Iteration 35Q: 3 clusters Score -1623964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -1623967.250000 Penalty: 3302.021240
	Iteration 36Q: 3 clusters Score -1623967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -1623970.500000 Penalty: 3302.021240
	Iteration 37Q: 3 clusters Score -1623970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -1623971.750000 Penalty: 3302.021240
	Iteration 38Q: 3 clusters Score -1623972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -1623971.625000 Penalty: 3302.021240
	Iteration 39Q: 3 clusters Score -1623972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -1623975.750000 Penalty: 3302.021240
	Iteration 40F: 3 clusters Score -1623976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -1623980.625000 Penalty: 3302.021240
	Iteration 41Q: 3 clusters Score -1623981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -1623980.250000 Penalty: 3302.021240
	Iteration 42Q: 3 clusters Score -1623980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -1623981.625000 Penalty: 3302.021240
	Iteration 43Q: 3 clusters Score -1623982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -1623981.375000 Penalty: 3302.021240
	Iteration 44Q: 3 clusters Score -1623981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -1623981.375000 Penalty: 3302.021240
	Iteration 45F: 3 clusters Score -1623981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Entering Unmasked Estep 
Score: -1814290.750000 Penalty: 1673.593506
	Iteration 0F: 2 clusters Score -1814291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1794385.375000 Penalty: 3347.187012
	Iteration 0F: 3 clusters Score -1794385 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1801943.750000 Penalty: 3347.187012
	Iteration 1F: 3 clusters Score -1801944 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1802417.500000 Penalty: 3347.187012
	Iteration 2Q: 3 clusters Score -1802418 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1803072.875000 Penalty: 3347.187012
	Iteration 3Q: 3 clusters Score -1803073 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -1804165.625000 Penalty: 3347.187012
	Iteration 4F: 3 clusters Score -1804166 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -1805815.750000 Penalty: 3347.187012
	Iteration 5F: 3 clusters Score -1805816 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -1807812.625000 Penalty: 3347.187012
	Iteration 6F: 3 clusters Score -1807813 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -1809689.000000 Penalty: 3347.187012
	Iteration 7F: 3 clusters Score -1809689 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -1811107.375000 Penalty: 3347.187012
	Iteration 8F: 3 clusters Score -1811107 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -1811955.625000 Penalty: 3347.187012
	Iteration 9Q: 3 clusters Score -1811956 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -1812426.125000 Penalty: 3347.187012
	Iteration 10Q: 3 clusters Score -1812426 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -1812683.250000 Penalty: 3347.187012
	Iteration 11Q: 3 clusters Score -1812683 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -1812806.125000 Penalty: 3347.187012
	Iteration 12Q: 3 clusters Score -1812806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -1812873.250000 Penalty: 3347.187012
	Iteration 13Q: 3 clusters Score -1812873 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -1812911.125000 Penalty: 3347.187012
	Iteration 14Q: 3 clusters Score -1812911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -1812931.375000 Penalty: 3347.187012
	Iteration 15Q: 3 clusters Score -1812931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -1812943.125000 Penalty: 3347.187012
	Iteration 16Q: 3 clusters Score -1812943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -1812964.500000 Penalty: 3347.187012
	Iteration 17Q: 3 clusters Score -1812964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -1812969.625000 Penalty: 3347.187012
	Iteration 18Q: 3 clusters Score -1812970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -1812974.125000 Penalty: 3347.187012
	Iteration 19Q: 3 clusters Score -1812974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -1812979.625000 Penalty: 3347.187012
	Iteration 20F: 3 clusters Score -1812980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -1812979.250000 Penalty: 3347.187012
	Iteration 21Q: 3 clusters Score -1812979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -1812985.000000 Penalty: 3347.187012
	Iteration 22Q: 3 clusters Score -1812985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -1812986.625000 Penalty: 3347.187012
	Iteration 23Q: 3 clusters Score -1812987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -1812994.125000 Penalty: 3347.187012
	Iteration 24Q: 3 clusters Score -1812994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -1812992.875000 Penalty: 3347.187012
	Iteration 25Q: 3 clusters Score -1812993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -1812997.500000 Penalty: 3347.187012
	Iteration 26Q: 3 clusters Score -1812998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -1812998.375000 Penalty: 3347.187012
	Iteration 27Q: 3 clusters Score -1812998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -1812998.375000 Penalty: 3347.187012
	Iteration 28F: 3 clusters Score -1812998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Entering Unmasked Estep 
Score: -1095335.875000 Penalty: 1586.789307
	Iteration 0F: 2 clusters Score -1095336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1083358.625000 Penalty: 3173.578613
	Iteration 0F: 3 clusters Score -1083359 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1087583.625000 Penalty: 3173.578613
	Iteration 1F: 3 clusters Score -1087584 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1087853.875000 Penalty: 3173.578613
	Iteration 2Q: 3 clusters Score -1087854 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1088099.750000 Penalty: 3173.578613
	Iteration 3Q: 3 clusters Score -1088100 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1088290.125000 Penalty: 3173.578613
	Iteration 4Q: 3 clusters Score -1088290 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1088469.625000 Penalty: 3173.578613
	Iteration 5Q: 3 clusters Score -1088470 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1088666.625000 Penalty: 3173.578613
	Iteration 6Q: 3 clusters Score -1088667 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1088918.250000 Penalty: 3173.578613
	Iteration 7Q: 3 clusters Score -1088918 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1089268.875000 Penalty: 3173.578613
	Iteration 8Q: 3 clusters Score -1089269 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1089728.000000 Penalty: 3173.578613
	Iteration 9Q: 3 clusters Score -1089728 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1090333.125000 Penalty: 3173.578613
	Iteration 10F: 3 clusters Score -1090333 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1091047.250000 Penalty: 3173.578613
	Iteration 11F: 3 clusters Score -1091047 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1091726.500000 Penalty: 3173.578613
	Iteration 12Q: 3 clusters Score -1091726 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1092262.500000 Penalty: 3173.578613
	Iteration 13Q: 3 clusters Score -1092262 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1092680.875000 Penalty: 3173.578613
	Iteration 14Q: 3 clusters Score -1092681 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1093007.750000 Penalty: 3173.578613
	Iteration 15Q: 3 clusters Score -1093008 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1093214.750000 Penalty: 3173.578613
	Iteration 16Q: 3 clusters Score -1093215 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1093386.750000 Penalty: 3173.578613
	Iteration 17Q: 3 clusters Score -1093387 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1093526.625000 Penalty: 3173.578613
	Iteration 18Q: 3 clusters Score -1093527 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1093644.250000 Penalty: 3173.578613
	Iteration 19Q: 3 clusters Score -1093644 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1093726.250000 Penalty: 3173.578613
	Iteration 20F: 3 clusters Score -1093726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1093804.375000 Penalty: 3173.578613
	Iteration 21Q: 3 clusters Score -1093804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1093866.750000 Penalty: 3173.578613
	Iteration 22Q: 3 clusters Score -1093867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1093908.500000 Penalty: 3173.578613
	Iteration 23Q: 3 clusters Score -1093908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1093944.500000 Penalty: 3173.578613
	Iteration 24Q: 3 clusters Score -1093944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1093970.500000 Penalty: 3173.578613
	Iteration 25Q: 3 clusters Score -1093970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1093993.375000 Penalty: 3173.578613
	Iteration 26Q: 3 clusters Score -1093993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1094011.375000 Penalty: 3173.578613
	Iteration 27Q: 3 clusters Score -1094011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1094023.500000 Penalty: 3173.578613
	Iteration 28Q: 3 clusters Score -1094024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1094034.750000 Penalty: 3173.578613
	Iteration 29Q: 3 clusters Score -1094035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1094038.000000 Penalty: 3173.578613
	Iteration 30Q: 3 clusters Score -1094038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1094044.750000 Penalty: 3173.578613
	Iteration 31Q: 3 clusters Score -1094045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1094045.375000 Penalty: 3173.578613
	Iteration 32Q: 3 clusters Score -1094045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1094050.375000 Penalty: 3173.578613
	Iteration 33Q: 3 clusters Score -1094050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1094050.500000 Penalty: 3173.578613
	Iteration 34Q: 3 clusters Score -1094050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1094053.625000 Penalty: 3173.578613
	Iteration 35Q: 3 clusters Score -1094054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1094054.000000 Penalty: 3173.578613
	Iteration 36Q: 3 clusters Score -1094054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1094054.000000 Penalty: 3173.578613
	Iteration 37F: 3 clusters Score -1094054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Entering Unmasked Estep 
Score: -6300880.000000 Penalty: 1874.281738
	Iteration 0F: 2 clusters Score -6300880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -6232358.000000 Penalty: 3748.563477
	Iteration 0F: 3 clusters Score -6232358 nChanged 49070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -6260401.500000 Penalty: 3748.563477
	Iteration 1F: 3 clusters Score -6260402 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -6260876.500000 Penalty: 3748.563477
	Iteration 2Q: 3 clusters Score -6260876 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -6261372.000000 Penalty: 3748.563477
	Iteration 3Q: 3 clusters Score -6261372 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -6261902.000000 Penalty: 3748.563477
	Iteration 4Q: 3 clusters Score -6261902 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -6262547.500000 Penalty: 3748.563477
	Iteration 5Q: 3 clusters Score -6262548 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -6263456.500000 Penalty: 3748.563477
	Iteration 6Q: 3 clusters Score -6263456 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -6264883.000000 Penalty: 3748.563477
	Iteration 7Q: 3 clusters Score -6264883 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -6267419.500000 Penalty: 3748.563477
	Iteration 8Q: 3 clusters Score -6267420 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -6271749.000000 Penalty: 3748.563477
	Iteration 9F: 3 clusters Score -6271749 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -6278478.000000 Penalty: 3748.563477
	Iteration 10F: 3 clusters Score -6278478 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 88481 members 
Entering Unmasked Estep 
Score: -6286282.000000 Penalty: 3748.563477
	Iteration 11F: 3 clusters Score -6286282 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -6292794.000000 Penalty: 3748.563477
	Iteration 12F: 3 clusters Score -6292794 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 99207 members 
Entering Unmasked Estep 
Score: -6296561.500000 Penalty: 3748.563477
	Iteration 13Q: 3 clusters Score -6296562 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 101020 members 
Entering Unmasked Estep 
Score: -6298264.000000 Penalty: 3748.563477
	Iteration 14Q: 3 clusters Score -6298264 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -6298863.000000 Penalty: 3748.563477
	Iteration 15Q: 3 clusters Score -6298863 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101847 members 
Entering Unmasked Estep 
Score: -6299048.500000 Penalty: 3748.563477
	Iteration 16Q: 3 clusters Score -6299048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
Score: -6299126.000000 Penalty: 3748.563477
	Iteration 17Q: 3 clusters Score -6299126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -6299159.500000 Penalty: 3748.563477
	Iteration 18Q: 3 clusters Score -6299160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -6299187.000000 Penalty: 3748.563477
	Iteration 19Q: 3 clusters Score -6299187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 101950 members 
Entering Unmasked Estep 
Score: -6299208.000000 Penalty: 3748.563477
	Iteration 20F: 3 clusters Score -6299208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -6299223.000000 Penalty: 3748.563477
	Iteration 21Q: 3 clusters Score -6299223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -6299221.500000 Penalty: 3748.563477
	Iteration 22Q: 3 clusters Score -6299222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -6299219.500000 Penalty: 3748.563477
	Iteration 23Q: 3 clusters Score -6299220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 101960 members 
Entering Unmasked Estep 
Score: -6299226.500000 Penalty: 3748.563477
	Iteration 24Q: 3 clusters Score -6299226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -6299231.000000 Penalty: 3748.563477
	Iteration 25Q: 3 clusters Score -6299231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 101958 members 
Entering Unmasked Estep 
Score: -6299233.000000 Penalty: 3748.563477
	Iteration 26Q: 3 clusters Score -6299233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 101957 members 
Entering Unmasked Estep 
Score: -6299230.000000 Penalty: 3748.563477
	Iteration 27Q: 3 clusters Score -6299230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 101958 members 
Entering Unmasked Estep 
Score: -6299236.500000 Penalty: 3748.563477
	Iteration 28Q: 3 clusters Score -6299236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 101961 members 
Entering Unmasked Estep 
Score: -6299244.000000 Penalty: 3748.563477
	Iteration 29Q: 3 clusters Score -6299244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 101957 members 
Entering Unmasked Estep 
Score: -6299251.000000 Penalty: 3748.563477
	Iteration 30Q: 3 clusters Score -6299251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -6299256.000000 Penalty: 3748.563477
	Iteration 31Q: 3 clusters Score -6299256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -6299256.000000 Penalty: 3748.563477
	Iteration 32F: 3 clusters Score -6299256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Entering Unmasked Estep 
Score: -169303.937500 Penalty: 1306.258179
	Iteration 0F: 2 clusters Score -169303.9 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 1540 members 
Entering Unmasked Estep 
Score: -166553.234375 Penalty: 2612.516357
	Iteration 0F: 3 clusters Score -166553.2 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -167487.921875 Penalty: 2612.516357
	Iteration 1F: 3 clusters Score -167487.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -167770.453125 Penalty: 2612.516357
	Iteration 2F: 3 clusters Score -167770.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -167972.062500 Penalty: 2612.516357
	Iteration 3F: 3 clusters Score -167972.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -168099.406250 Penalty: 2612.516357
	Iteration 4F: 3 clusters Score -168099.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -168193.328125 Penalty: 2612.516357
	Iteration 5Q: 3 clusters Score -168193.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -168296.140625 Penalty: 2612.516357
	Iteration 6Q: 3 clusters Score -168296.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -168381.359375 Penalty: 2612.516357
	Iteration 7Q: 3 clusters Score -168381.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -168436.281250 Penalty: 2612.516357
	Iteration 8Q: 3 clusters Score -168436.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -168478.140625 Penalty: 2612.516357
	Iteration 9Q: 3 clusters Score -168478.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -168505.437500 Penalty: 2612.516357
	Iteration 10Q: 3 clusters Score -168505.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -168526.437500 Penalty: 2612.516357
	Iteration 11Q: 3 clusters Score -168526.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -168545.156250 Penalty: 2612.516357
	Iteration 12Q: 3 clusters Score -168545.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -168567.234375 Penalty: 2612.516357
	Iteration 13Q: 3 clusters Score -168567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -168581.234375 Penalty: 2612.516357
	Iteration 14Q: 3 clusters Score -168581.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -168590.421875 Penalty: 2612.516357
	Iteration 15Q: 3 clusters Score -168590.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -168594.156250 Penalty: 2612.516357
	Iteration 16Q: 3 clusters Score -168594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -168596.890625 Penalty: 2612.516357
	Iteration 17Q: 3 clusters Score -168596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -168598.828125 Penalty: 2612.516357
	Iteration 18Q: 3 clusters Score -168598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -168600.656250 Penalty: 2612.516357
	Iteration 19Q: 3 clusters Score -168600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -168601.718750 Penalty: 2612.516357
	Iteration 20F: 3 clusters Score -168601.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -168602.562500 Penalty: 2612.516357
	Iteration 21Q: 3 clusters Score -168602.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -168605.546875 Penalty: 2612.516357
	Iteration 22Q: 3 clusters Score -168605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -168606.531250 Penalty: 2612.516357
	Iteration 23Q: 3 clusters Score -168606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -168607.078125 Penalty: 2612.516357
	Iteration 24Q: 3 clusters Score -168607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -168607.468750 Penalty: 2612.516357
	Iteration 25Q: 3 clusters Score -168607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -168607.906250 Penalty: 2612.516357
	Iteration 26Q: 3 clusters Score -168607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -168607.906250 Penalty: 2612.516357
	Iteration 27F: 3 clusters Score -168607.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -57955.542969 Penalty: 1128.727295
	Iteration 0F: 2 clusters Score -57955.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -56467.199219 Penalty: 2257.454590
	Iteration 0F: 3 clusters Score -56467.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -56736.976562 Penalty: 2257.454590
	Iteration 1F: 3 clusters Score -56736.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -56811.511719 Penalty: 2257.454590
	Iteration 2F: 3 clusters Score -56811.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -56861.644531 Penalty: 2257.454590
	Iteration 3Q: 3 clusters Score -56861.64 nChanged 27
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: -56894.390625 Penalty: 2257.454590
	Iteration 4Q: 3 clusters Score -56894.39 nChanged 17
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: -56909.378906 Penalty: 2257.454590
	Iteration 5Q: 3 clusters Score -56909.38 nChanged 12
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: -56915.945312 Penalty: 2257.454590
	Iteration 6Q: 3 clusters Score -56915.95 nChanged 3
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: -56917.574219 Penalty: 2257.454590
	Iteration 7Q: 3 clusters Score -56917.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -56920.023438 Penalty: 2257.454590
	Iteration 8Q: 3 clusters Score -56920.02 nChanged 1
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: -56920.644531 Penalty: 2257.454590
	Iteration 9Q: 3 clusters Score -56920.64 nChanged 0
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: -56920.644531 Penalty: 2257.454590
	Iteration 10F: 3 clusters Score -56920.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Entering Unmasked Estep 
Score: -526799.437500 Penalty: 1476.313110
	Iteration 0F: 2 clusters Score -526799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -520384.218750 Penalty: 2952.626221
	Iteration 0F: 3 clusters Score -520384.2 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -522493.281250 Penalty: 2952.626221
	Iteration 1F: 3 clusters Score -522493.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -522706.937500 Penalty: 2952.626221
	Iteration 2F: 3 clusters Score -522706.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -522883.906250 Penalty: 2952.626221
	Iteration 3Q: 3 clusters Score -522883.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -523042.968750 Penalty: 2952.626221
	Iteration 4Q: 3 clusters Score -523043 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -523191.062500 Penalty: 2952.626221
	Iteration 5Q: 3 clusters Score -523191.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -523349.718750 Penalty: 2952.626221
	Iteration 6Q: 3 clusters Score -523349.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -523523.562500 Penalty: 2952.626221
	Iteration 7Q: 3 clusters Score -523523.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -523729.625000 Penalty: 2952.626221
	Iteration 8Q: 3 clusters Score -523729.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -524000.843750 Penalty: 2952.626221
	Iteration 9Q: 3 clusters Score -524000.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -524318.312500 Penalty: 2952.626221
	Iteration 10Q: 3 clusters Score -524318.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -524622.625000 Penalty: 2952.626221
	Iteration 11Q: 3 clusters Score -524622.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -524895.312500 Penalty: 2952.626221
	Iteration 12Q: 3 clusters Score -524895.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -525105.625000 Penalty: 2952.626221
	Iteration 13Q: 3 clusters Score -525105.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -525275.562500 Penalty: 2952.626221
	Iteration 14Q: 3 clusters Score -525275.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -525413.312500 Penalty: 2952.626221
	Iteration 15Q: 3 clusters Score -525413.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -525536.562500 Penalty: 2952.626221
	Iteration 16Q: 3 clusters Score -525536.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -525608.625000 Penalty: 2952.626221
	Iteration 17Q: 3 clusters Score -525608.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -525662.687500 Penalty: 2952.626221
	Iteration 18Q: 3 clusters Score -525662.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -525700.687500 Penalty: 2952.626221
	Iteration 19Q: 3 clusters Score -525700.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -525722.812500 Penalty: 2952.626221
	Iteration 20F: 3 clusters Score -525722.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -525731.250000 Penalty: 2952.626221
	Iteration 21Q: 3 clusters Score -525731.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -525734.875000 Penalty: 2952.626221
	Iteration 22Q: 3 clusters Score -525734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -525739.000000 Penalty: 2952.626221
	Iteration 23Q: 3 clusters Score -525739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -525743.750000 Penalty: 2952.626221
	Iteration 24Q: 3 clusters Score -525743.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -525744.562500 Penalty: 2952.626221
	Iteration 25Q: 3 clusters Score -525744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -525746.500000 Penalty: 2952.626221
	Iteration 26Q: 3 clusters Score -525746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -525746.625000 Penalty: 2952.626221
	Iteration 27Q: 3 clusters Score -525746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -525747.375000 Penalty: 2952.626221
	Iteration 28Q: 3 clusters Score -525747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -525748.875000 Penalty: 2952.626221
	Iteration 29Q: 3 clusters Score -525748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -525749.312500 Penalty: 2952.626221
	Iteration 30Q: 3 clusters Score -525749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -525750.875000 Penalty: 2952.626221
	Iteration 31Q: 3 clusters Score -525750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -525754.187500 Penalty: 2952.626221
	Iteration 32Q: 3 clusters Score -525754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -525755.750000 Penalty: 2952.626221
	Iteration 33Q: 3 clusters Score -525755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -525758.000000 Penalty: 2952.626221
	Iteration 34Q: 3 clusters Score -525758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -525758.125000 Penalty: 2952.626221
	Iteration 35Q: 3 clusters Score -525758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -525760.250000 Penalty: 2952.626221
	Iteration 36Q: 3 clusters Score -525760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -525762.437500 Penalty: 2952.626221
	Iteration 37Q: 3 clusters Score -525762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -525762.875000 Penalty: 2952.626221
	Iteration 38Q: 3 clusters Score -525762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -525764.812500 Penalty: 2952.626221
	Iteration 39Q: 3 clusters Score -525764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -525765.312500 Penalty: 2952.626221
	Iteration 40F: 3 clusters Score -525765.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -525765.812500 Penalty: 2952.626221
	Iteration 41Q: 3 clusters Score -525765.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -525768.062500 Penalty: 2952.626221
	Iteration 42Q: 3 clusters Score -525768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -525768.875000 Penalty: 2952.626221
	Iteration 43Q: 3 clusters Score -525768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -525770.625000 Penalty: 2952.626221
	Iteration 44Q: 3 clusters Score -525770.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -525773.187500 Penalty: 2952.626221
	Iteration 45Q: 3 clusters Score -525773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -525776.312500 Penalty: 2952.626221
	Iteration 46Q: 3 clusters Score -525776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -525779.250000 Penalty: 2952.626221
	Iteration 47Q: 3 clusters Score -525779.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -525782.687500 Penalty: 2952.626221
	Iteration 48Q: 3 clusters Score -525782.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -525783.250000 Penalty: 2952.626221
	Iteration 49Q: 3 clusters Score -525783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -525783.437500 Penalty: 2952.626221
	Iteration 50Q: 3 clusters Score -525783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -525783.437500 Penalty: 2952.626221
	Iteration 51F: 3 clusters Score -525783.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -306918.281250 Penalty: 1377.376465
	Iteration 0F: 2 clusters Score -306918.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -303029.218750 Penalty: 2754.752930
	Iteration 0F: 3 clusters Score -303029.2 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -304102.718750 Penalty: 2754.752930
	Iteration 1F: 3 clusters Score -304102.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -304292.125000 Penalty: 2754.752930
	Iteration 2F: 3 clusters Score -304292.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -304426.781250 Penalty: 2754.752930
	Iteration 3F: 3 clusters Score -304426.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -304515.781250 Penalty: 2754.752930
	Iteration 4Q: 3 clusters Score -304515.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -304574.906250 Penalty: 2754.752930
	Iteration 5Q: 3 clusters Score -304574.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -304628.281250 Penalty: 2754.752930
	Iteration 6Q: 3 clusters Score -304628.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -304667.500000 Penalty: 2754.752930
	Iteration 7Q: 3 clusters Score -304667.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -304698.343750 Penalty: 2754.752930
	Iteration 8Q: 3 clusters Score -304698.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -304736.312500 Penalty: 2754.752930
	Iteration 9Q: 3 clusters Score -304736.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -304778.187500 Penalty: 2754.752930
	Iteration 10Q: 3 clusters Score -304778.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -304815.875000 Penalty: 2754.752930
	Iteration 11Q: 3 clusters Score -304815.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -304850.625000 Penalty: 2754.752930
	Iteration 12Q: 3 clusters Score -304850.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -304886.187500 Penalty: 2754.752930
	Iteration 13Q: 3 clusters Score -304886.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -304922.906250 Penalty: 2754.752930
	Iteration 14Q: 3 clusters Score -304922.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -304948.843750 Penalty: 2754.752930
	Iteration 15Q: 3 clusters Score -304948.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -304989.843750 Penalty: 2754.752930
	Iteration 16Q: 3 clusters Score -304989.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -305044.375000 Penalty: 2754.752930
	Iteration 17Q: 3 clusters Score -305044.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -305098.625000 Penalty: 2754.752930
	Iteration 18Q: 3 clusters Score -305098.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -305138.343750 Penalty: 2754.752930
	Iteration 19Q: 3 clusters Score -305138.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -305180.093750 Penalty: 2754.752930
	Iteration 20F: 3 clusters Score -305180.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -305219.343750 Penalty: 2754.752930
	Iteration 21Q: 3 clusters Score -305219.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -305262.281250 Penalty: 2754.752930
	Iteration 22Q: 3 clusters Score -305262.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -305306.500000 Penalty: 2754.752930
	Iteration 23Q: 3 clusters Score -305306.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -305354.687500 Penalty: 2754.752930
	Iteration 24Q: 3 clusters Score -305354.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -305378.156250 Penalty: 2754.752930
	Iteration 25Q: 3 clusters Score -305378.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -305401.843750 Penalty: 2754.752930
	Iteration 26Q: 3 clusters Score -305401.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -305442.156250 Penalty: 2754.752930
	Iteration 27Q: 3 clusters Score -305442.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -305477.750000 Penalty: 2754.752930
	Iteration 28Q: 3 clusters Score -305477.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -305519.187500 Penalty: 2754.752930
	Iteration 29Q: 3 clusters Score -305519.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -305565.656250 Penalty: 2754.752930
	Iteration 30Q: 3 clusters Score -305565.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -305604.531250 Penalty: 2754.752930
	Iteration 31Q: 3 clusters Score -305604.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -305648.187500 Penalty: 2754.752930
	Iteration 32Q: 3 clusters Score -305648.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -305683.312500 Penalty: 2754.752930
	Iteration 33Q: 3 clusters Score -305683.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -305707.750000 Penalty: 2754.752930
	Iteration 34Q: 3 clusters Score -305707.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -305725.750000 Penalty: 2754.752930
	Iteration 35Q: 3 clusters Score -305725.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -305744.093750 Penalty: 2754.752930
	Iteration 36Q: 3 clusters Score -305744.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -305754.500000 Penalty: 2754.752930
	Iteration 37Q: 3 clusters Score -305754.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -305760.593750 Penalty: 2754.752930
	Iteration 38Q: 3 clusters Score -305760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -305769.093750 Penalty: 2754.752930
	Iteration 39Q: 3 clusters Score -305769.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -305777.343750 Penalty: 2754.752930
	Iteration 40F: 3 clusters Score -305777.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -305784.562500 Penalty: 2754.752930
	Iteration 41Q: 3 clusters Score -305784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -305786.875000 Penalty: 2754.752930
	Iteration 42Q: 3 clusters Score -305786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -305787.031250 Penalty: 2754.752930
	Iteration 43Q: 3 clusters Score -305787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -305791.500000 Penalty: 2754.752930
	Iteration 44Q: 3 clusters Score -305791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -305797.375000 Penalty: 2754.752930
	Iteration 45Q: 3 clusters Score -305797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -305798.281250 Penalty: 2754.752930
	Iteration 46Q: 3 clusters Score -305798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -305799.875000 Penalty: 2754.752930
	Iteration 47Q: 3 clusters Score -305799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -305800.750000 Penalty: 2754.752930
	Iteration 48Q: 3 clusters Score -305800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -305800.843750 Penalty: 2754.752930
	Iteration 49Q: 3 clusters Score -305800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -305800.843750 Penalty: 2754.752930
	Iteration 50F: 3 clusters Score -305800.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -354471.718750 Penalty: 1399.206421
	Iteration 0F: 2 clusters Score -354471.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -350147.593750 Penalty: 2798.412842
	Iteration 0F: 3 clusters Score -350147.6 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -351384.593750 Penalty: 2798.412842
	Iteration 1F: 3 clusters Score -351384.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -351566.437500 Penalty: 2798.412842
	Iteration 2F: 3 clusters Score -351566.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -351689.718750 Penalty: 2798.412842
	Iteration 3Q: 3 clusters Score -351689.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -351773.156250 Penalty: 2798.412842
	Iteration 4Q: 3 clusters Score -351773.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -351832.843750 Penalty: 2798.412842
	Iteration 5Q: 3 clusters Score -351832.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -351880.468750 Penalty: 2798.412842
	Iteration 6Q: 3 clusters Score -351880.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -351927.062500 Penalty: 2798.412842
	Iteration 7Q: 3 clusters Score -351927.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -351967.687500 Penalty: 2798.412842
	Iteration 8Q: 3 clusters Score -351967.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -352002.687500 Penalty: 2798.412842
	Iteration 9Q: 3 clusters Score -352002.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -352038.343750 Penalty: 2798.412842
	Iteration 10Q: 3 clusters Score -352038.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -352075.156250 Penalty: 2798.412842
	Iteration 11Q: 3 clusters Score -352075.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -352109.937500 Penalty: 2798.412842
	Iteration 12Q: 3 clusters Score -352109.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -352151.343750 Penalty: 2798.412842
	Iteration 13Q: 3 clusters Score -352151.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -352189.718750 Penalty: 2798.412842
	Iteration 14Q: 3 clusters Score -352189.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -352227.937500 Penalty: 2798.412842
	Iteration 15Q: 3 clusters Score -352227.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -352271.937500 Penalty: 2798.412842
	Iteration 16Q: 3 clusters Score -352271.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -352333.906250 Penalty: 2798.412842
	Iteration 17Q: 3 clusters Score -352333.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -352399.281250 Penalty: 2798.412842
	Iteration 18Q: 3 clusters Score -352399.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -352455.406250 Penalty: 2798.412842
	Iteration 19Q: 3 clusters Score -352455.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -352507.406250 Penalty: 2798.412842
	Iteration 20F: 3 clusters Score -352507.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -352564.875000 Penalty: 2798.412842
	Iteration 21Q: 3 clusters Score -352564.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -352619.437500 Penalty: 2798.412842
	Iteration 22Q: 3 clusters Score -352619.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -352667.125000 Penalty: 2798.412842
	Iteration 23Q: 3 clusters Score -352667.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352699.406250 Penalty: 2798.412842
	Iteration 24Q: 3 clusters Score -352699.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -352730.062500 Penalty: 2798.412842
	Iteration 25Q: 3 clusters Score -352730.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -352760.437500 Penalty: 2798.412842
	Iteration 26Q: 3 clusters Score -352760.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -352781.625000 Penalty: 2798.412842
	Iteration 27Q: 3 clusters Score -352781.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -352803.000000 Penalty: 2798.412842
	Iteration 28Q: 3 clusters Score -352803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -352819.312500 Penalty: 2798.412842
	Iteration 29Q: 3 clusters Score -352819.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -352837.625000 Penalty: 2798.412842
	Iteration 30Q: 3 clusters Score -352837.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -352851.468750 Penalty: 2798.412842
	Iteration 31Q: 3 clusters Score -352851.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -352867.625000 Penalty: 2798.412842
	Iteration 32Q: 3 clusters Score -352867.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -352879.093750 Penalty: 2798.412842
	Iteration 33Q: 3 clusters Score -352879.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -352891.375000 Penalty: 2798.412842
	Iteration 34Q: 3 clusters Score -352891.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -352904.843750 Penalty: 2798.412842
	Iteration 35Q: 3 clusters Score -352904.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -352920.968750 Penalty: 2798.412842
	Iteration 36Q: 3 clusters Score -352921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -352936.718750 Penalty: 2798.412842
	Iteration 37Q: 3 clusters Score -352936.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -352949.906250 Penalty: 2798.412842
	Iteration 38Q: 3 clusters Score -352949.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -352966.625000 Penalty: 2798.412842
	Iteration 39Q: 3 clusters Score -352966.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -352977.031250 Penalty: 2798.412842
	Iteration 40F: 3 clusters Score -352977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -352989.156250 Penalty: 2798.412842
	Iteration 41Q: 3 clusters Score -352989.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -352999.593750 Penalty: 2798.412842
	Iteration 42Q: 3 clusters Score -352999.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -353014.187500 Penalty: 2798.412842
	Iteration 43Q: 3 clusters Score -353014.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -353031.781250 Penalty: 2798.412842
	Iteration 44Q: 3 clusters Score -353031.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -353039.281250 Penalty: 2798.412842
	Iteration 45Q: 3 clusters Score -353039.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -353043.125000 Penalty: 2798.412842
	Iteration 46Q: 3 clusters Score -353043.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -353046.968750 Penalty: 2798.412842
	Iteration 47Q: 3 clusters Score -353047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -353050.593750 Penalty: 2798.412842
	Iteration 48Q: 3 clusters Score -353050.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -353052.875000 Penalty: 2798.412842
	Iteration 49Q: 3 clusters Score -353052.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -353057.343750 Penalty: 2798.412842
	Iteration 50Q: 3 clusters Score -353057.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -353059.687500 Penalty: 2798.412842
	Iteration 51Q: 3 clusters Score -353059.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -353062.218750 Penalty: 2798.412842
	Iteration 52Q: 3 clusters Score -353062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -353063.187500 Penalty: 2798.412842
	Iteration 53Q: 3 clusters Score -353063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -353065.125000 Penalty: 2798.412842
	Iteration 54Q: 3 clusters Score -353065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -353065.812500 Penalty: 2798.412842
	Iteration 55Q: 3 clusters Score -353065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -353066.218750 Penalty: 2798.412842
	Iteration 56Q: 3 clusters Score -353066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -353067.156250 Penalty: 2798.412842
	Iteration 57Q: 3 clusters Score -353067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -353068.312500 Penalty: 2798.412842
	Iteration 58Q: 3 clusters Score -353068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -353071.500000 Penalty: 2798.412842
	Iteration 59Q: 3 clusters Score -353071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -353074.375000 Penalty: 2798.412842
	Iteration 60F: 3 clusters Score -353074.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -353077.312500 Penalty: 2798.412842
	Iteration 61Q: 3 clusters Score -353077.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -353079.000000 Penalty: 2798.412842
	Iteration 62Q: 3 clusters Score -353079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -353081.781250 Penalty: 2798.412842
	Iteration 63Q: 3 clusters Score -353081.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -353086.906250 Penalty: 2798.412842
	Iteration 64Q: 3 clusters Score -353086.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -353091.125000 Penalty: 2798.412842
	Iteration 65Q: 3 clusters Score -353091.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -353093.718750 Penalty: 2798.412842
	Iteration 66Q: 3 clusters Score -353093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -353095.218750 Penalty: 2798.412842
	Iteration 67Q: 3 clusters Score -353095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -353095.187500 Penalty: 2798.412842
	Iteration 68Q: 3 clusters Score -353095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -353095.812500 Penalty: 2798.412842
	Iteration 69Q: 3 clusters Score -353095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -353098.687500 Penalty: 2798.412842
	Iteration 70Q: 3 clusters Score -353098.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -353100.375000 Penalty: 2798.412842
	Iteration 71Q: 3 clusters Score -353100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -353101.156250 Penalty: 2798.412842
	Iteration 72Q: 3 clusters Score -353101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -353103.500000 Penalty: 2798.412842
	Iteration 73Q: 3 clusters Score -353103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -353104.187500 Penalty: 2798.412842
	Iteration 74Q: 3 clusters Score -353104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -353105.593750 Penalty: 2798.412842
	Iteration 75Q: 3 clusters Score -353105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -353106.125000 Penalty: 2798.412842
	Iteration 76Q: 3 clusters Score -353106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -353108.343750 Penalty: 2798.412842
	Iteration 77Q: 3 clusters Score -353108.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -353108.343750 Penalty: 2798.412842
	Iteration 78F: 3 clusters Score -353108.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Entering Unmasked Estep 
Score: -1017367.625000 Penalty: 1575.944946
	Iteration 0F: 2 clusters Score -1017368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1006212.750000 Penalty: 3151.889893
	Iteration 0F: 3 clusters Score -1006213 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1010198.875000 Penalty: 3151.889893
	Iteration 1F: 3 clusters Score -1010199 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1010605.375000 Penalty: 3151.889893
	Iteration 2F: 3 clusters Score -1010605 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1011062.187500 Penalty: 3151.889893
	Iteration 3F: 3 clusters Score -1011062 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1011548.125000 Penalty: 3151.889893
	Iteration 4F: 3 clusters Score -1011548 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1012116.250000 Penalty: 3151.889893
	Iteration 5F: 3 clusters Score -1012116 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1012725.562500 Penalty: 3151.889893
	Iteration 6F: 3 clusters Score -1012726 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1013352.562500 Penalty: 3151.889893
	Iteration 7F: 3 clusters Score -1013353 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1013887.000000 Penalty: 3151.889893
	Iteration 8F: 3 clusters Score -1013887 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1014236.437500 Penalty: 3151.889893
	Iteration 9Q: 3 clusters Score -1014236 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1014429.187500 Penalty: 3151.889893
	Iteration 10Q: 3 clusters Score -1014429 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1014537.812500 Penalty: 3151.889893
	Iteration 11Q: 3 clusters Score -1014538 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1014598.375000 Penalty: 3151.889893
	Iteration 12Q: 3 clusters Score -1014598 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1014645.187500 Penalty: 3151.889893
	Iteration 13Q: 3 clusters Score -1014645 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1014691.500000 Penalty: 3151.889893
	Iteration 14Q: 3 clusters Score -1014692 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1014742.937500 Penalty: 3151.889893
	Iteration 15Q: 3 clusters Score -1014743 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1014803.375000 Penalty: 3151.889893
	Iteration 16Q: 3 clusters Score -1014803 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1014855.812500 Penalty: 3151.889893
	Iteration 17Q: 3 clusters Score -1014856 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1014903.312500 Penalty: 3151.889893
	Iteration 18Q: 3 clusters Score -1014903 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1014944.687500 Penalty: 3151.889893
	Iteration 19Q: 3 clusters Score -1014945 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1014987.500000 Penalty: 3151.889893
	Iteration 20F: 3 clusters Score -1014988 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1015034.625000 Penalty: 3151.889893
	Iteration 21Q: 3 clusters Score -1015035 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1015080.937500 Penalty: 3151.889893
	Iteration 22Q: 3 clusters Score -1015081 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1015137.937500 Penalty: 3151.889893
	Iteration 23Q: 3 clusters Score -1015138 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1015196.250000 Penalty: 3151.889893
	Iteration 24Q: 3 clusters Score -1015196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1015265.312500 Penalty: 3151.889893
	Iteration 25Q: 3 clusters Score -1015265 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1015348.187500 Penalty: 3151.889893
	Iteration 26Q: 3 clusters Score -1015348 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1015437.812500 Penalty: 3151.889893
	Iteration 27Q: 3 clusters Score -1015438 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1015533.937500 Penalty: 3151.889893
	Iteration 28Q: 3 clusters Score -1015534 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1015610.062500 Penalty: 3151.889893
	Iteration 29Q: 3 clusters Score -1015610 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1015690.875000 Penalty: 3151.889893
	Iteration 30Q: 3 clusters Score -1015691 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1015771.312500 Penalty: 3151.889893
	Iteration 31Q: 3 clusters Score -1015771 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1015836.187500 Penalty: 3151.889893
	Iteration 32Q: 3 clusters Score -1015836 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1015898.812500 Penalty: 3151.889893
	Iteration 33Q: 3 clusters Score -1015899 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1015948.625000 Penalty: 3151.889893
	Iteration 34Q: 3 clusters Score -1015949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1015986.187500 Penalty: 3151.889893
	Iteration 35Q: 3 clusters Score -1015986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1016017.750000 Penalty: 3151.889893
	Iteration 36Q: 3 clusters Score -1016018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1016044.312500 Penalty: 3151.889893
	Iteration 37Q: 3 clusters Score -1016044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1016067.375000 Penalty: 3151.889893
	Iteration 38Q: 3 clusters Score -1016067 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1016101.562500 Penalty: 3151.889893
	Iteration 39Q: 3 clusters Score -1016102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1016120.625000 Penalty: 3151.889893
	Iteration 40F: 3 clusters Score -1016121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1016135.437500 Penalty: 3151.889893
	Iteration 41Q: 3 clusters Score -1016135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1016152.250000 Penalty: 3151.889893
	Iteration 42Q: 3 clusters Score -1016152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1016164.000000 Penalty: 3151.889893
	Iteration 43Q: 3 clusters Score -1016164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1016174.625000 Penalty: 3151.889893
	Iteration 44Q: 3 clusters Score -1016175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1016181.312500 Penalty: 3151.889893
	Iteration 45Q: 3 clusters Score -1016181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1016185.625000 Penalty: 3151.889893
	Iteration 46Q: 3 clusters Score -1016186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1016188.437500 Penalty: 3151.889893
	Iteration 47Q: 3 clusters Score -1016188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1016190.687500 Penalty: 3151.889893
	Iteration 48Q: 3 clusters Score -1016191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1016192.875000 Penalty: 3151.889893
	Iteration 49Q: 3 clusters Score -1016193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1016196.125000 Penalty: 3151.889893
	Iteration 50Q: 3 clusters Score -1016196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1016197.500000 Penalty: 3151.889893
	Iteration 51Q: 3 clusters Score -1016198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1016200.062500 Penalty: 3151.889893
	Iteration 52Q: 3 clusters Score -1016200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1016202.125000 Penalty: 3151.889893
	Iteration 53Q: 3 clusters Score -1016202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1016202.000000 Penalty: 3151.889893
	Iteration 54Q: 3 clusters Score -1016202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1016203.437500 Penalty: 3151.889893
	Iteration 55Q: 3 clusters Score -1016203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1016207.187500 Penalty: 3151.889893
	Iteration 56Q: 3 clusters Score -1016207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1016208.875000 Penalty: 3151.889893
	Iteration 57Q: 3 clusters Score -1016209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1016210.437500 Penalty: 3151.889893
	Iteration 58Q: 3 clusters Score -1016210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1016211.000000 Penalty: 3151.889893
	Iteration 59Q: 3 clusters Score -1016211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1016210.062500 Penalty: 3151.889893
	Iteration 60F: 3 clusters Score -1016210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1016212.375000 Penalty: 3151.889893
	Iteration 61Q: 3 clusters Score -1016212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1016211.437500 Penalty: 3151.889893
	Iteration 62Q: 3 clusters Score -1016211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1016211.437500 Penalty: 3151.889893
	Iteration 63F: 3 clusters Score -1016211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Entering Unmasked Estep 
Score: -409220.843750 Penalty: 1435.532349
	Iteration 0F: 2 clusters Score -409220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -404125.625000 Penalty: 2871.064697
	Iteration 0F: 3 clusters Score -404125.6 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -405729.562500 Penalty: 2871.064697
	Iteration 1F: 3 clusters Score -405729.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -406038.562500 Penalty: 2871.064697
	Iteration 2F: 3 clusters Score -406038.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -406331.406250 Penalty: 2871.064697
	Iteration 3F: 3 clusters Score -406331.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -406659.718750 Penalty: 2871.064697
	Iteration 4F: 3 clusters Score -406659.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -406964.625000 Penalty: 2871.064697
	Iteration 5F: 3 clusters Score -406964.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -407240.562500 Penalty: 2871.064697
	Iteration 6F: 3 clusters Score -407240.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -407463.531250 Penalty: 2871.064697
	Iteration 7Q: 3 clusters Score -407463.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -407610.437500 Penalty: 2871.064697
	Iteration 8Q: 3 clusters Score -407610.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -407720.062500 Penalty: 2871.064697
	Iteration 9Q: 3 clusters Score -407720.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -407795.687500 Penalty: 2871.064697
	Iteration 10Q: 3 clusters Score -407795.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -407841.937500 Penalty: 2871.064697
	Iteration 11Q: 3 clusters Score -407841.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -407875.812500 Penalty: 2871.064697
	Iteration 12Q: 3 clusters Score -407875.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -407915.781250 Penalty: 2871.064697
	Iteration 13Q: 3 clusters Score -407915.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -407949.375000 Penalty: 2871.064697
	Iteration 14Q: 3 clusters Score -407949.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -407998.437500 Penalty: 2871.064697
	Iteration 15Q: 3 clusters Score -407998.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -408058.968750 Penalty: 2871.064697
	Iteration 16Q: 3 clusters Score -408059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -408101.187500 Penalty: 2871.064697
	Iteration 17Q: 3 clusters Score -408101.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -408139.812500 Penalty: 2871.064697
	Iteration 18Q: 3 clusters Score -408139.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -408173.406250 Penalty: 2871.064697
	Iteration 19Q: 3 clusters Score -408173.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -408209.406250 Penalty: 2871.064697
	Iteration 20F: 3 clusters Score -408209.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -408242.312500 Penalty: 2871.064697
	Iteration 21Q: 3 clusters Score -408242.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -408268.031250 Penalty: 2871.064697
	Iteration 22Q: 3 clusters Score -408268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -408290.062500 Penalty: 2871.064697
	Iteration 23Q: 3 clusters Score -408290.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -408315.843750 Penalty: 2871.064697
	Iteration 24Q: 3 clusters Score -408315.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -408343.718750 Penalty: 2871.064697
	Iteration 25Q: 3 clusters Score -408343.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -408363.437500 Penalty: 2871.064697
	Iteration 26Q: 3 clusters Score -408363.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -408375.812500 Penalty: 2871.064697
	Iteration 27Q: 3 clusters Score -408375.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -408381.125000 Penalty: 2871.064697
	Iteration 28Q: 3 clusters Score -408381.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -408384.000000 Penalty: 2871.064697
	Iteration 29Q: 3 clusters Score -408384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -408385.843750 Penalty: 2871.064697
	Iteration 30Q: 3 clusters Score -408385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -408387.250000 Penalty: 2871.064697
	Iteration 31Q: 3 clusters Score -408387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -408390.062500 Penalty: 2871.064697
	Iteration 32Q: 3 clusters Score -408390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -408391.562500 Penalty: 2871.064697
	Iteration 33Q: 3 clusters Score -408391.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -408393.500000 Penalty: 2871.064697
	Iteration 34Q: 3 clusters Score -408393.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -408396.281250 Penalty: 2871.064697
	Iteration 35Q: 3 clusters Score -408396.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -408396.656250 Penalty: 2871.064697
	Iteration 36Q: 3 clusters Score -408396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -408397.906250 Penalty: 2871.064697
	Iteration 37Q: 3 clusters Score -408397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -408398.625000 Penalty: 2871.064697
	Iteration 38Q: 3 clusters Score -408398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -408400.156250 Penalty: 2871.064697
	Iteration 39Q: 3 clusters Score -408400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -408400.000000 Penalty: 2871.064697
	Iteration 40F: 3 clusters Score -408400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -408400.218750 Penalty: 2871.064697
	Iteration 41Q: 3 clusters Score -408400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -408400.218750 Penalty: 2871.064697
	Iteration 42F: 3 clusters Score -408400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Entering Unmasked Estep 
Score: -367192.000000 Penalty: 1416.756226
	Iteration 0F: 2 clusters Score -367192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -362512.406250 Penalty: 2833.512451
	Iteration 0F: 3 clusters Score -362512.4 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -363992.718750 Penalty: 2833.512451
	Iteration 1F: 3 clusters Score -363992.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -364276.468750 Penalty: 2833.512451
	Iteration 2F: 3 clusters Score -364276.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -364518.281250 Penalty: 2833.512451
	Iteration 3F: 3 clusters Score -364518.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -364738.093750 Penalty: 2833.512451
	Iteration 4F: 3 clusters Score -364738.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -364918.812500 Penalty: 2833.512451
	Iteration 5F: 3 clusters Score -364918.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -365068.656250 Penalty: 2833.512451
	Iteration 6Q: 3 clusters Score -365068.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -365212.781250 Penalty: 2833.512451
	Iteration 7Q: 3 clusters Score -365212.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -365345.156250 Penalty: 2833.512451
	Iteration 8Q: 3 clusters Score -365345.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -365470.875000 Penalty: 2833.512451
	Iteration 9Q: 3 clusters Score -365470.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -365592.031250 Penalty: 2833.512451
	Iteration 10Q: 3 clusters Score -365592 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -365705.687500 Penalty: 2833.512451
	Iteration 11Q: 3 clusters Score -365705.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -365813.750000 Penalty: 2833.512451
	Iteration 12Q: 3 clusters Score -365813.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -365947.500000 Penalty: 2833.512451
	Iteration 13Q: 3 clusters Score -365947.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -366151.468750 Penalty: 2833.512451
	Iteration 14Q: 3 clusters Score -366151.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -366346.218750 Penalty: 2833.512451
	Iteration 15Q: 3 clusters Score -366346.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -366501.500000 Penalty: 2833.512451
	Iteration 16Q: 3 clusters Score -366501.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -366629.531250 Penalty: 2833.512451
	Iteration 17Q: 3 clusters Score -366629.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -366706.687500 Penalty: 2833.512451
	Iteration 18Q: 3 clusters Score -366706.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -366744.062500 Penalty: 2833.512451
	Iteration 19Q: 3 clusters Score -366744.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -366766.812500 Penalty: 2833.512451
	Iteration 20F: 3 clusters Score -366766.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -366779.562500 Penalty: 2833.512451
	Iteration 21Q: 3 clusters Score -366779.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -366784.187500 Penalty: 2833.512451
	Iteration 22Q: 3 clusters Score -366784.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -366788.406250 Penalty: 2833.512451
	Iteration 23Q: 3 clusters Score -366788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -366791.781250 Penalty: 2833.512451
	Iteration 24Q: 3 clusters Score -366791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -366795.312500 Penalty: 2833.512451
	Iteration 25Q: 3 clusters Score -366795.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -366799.750000 Penalty: 2833.512451
	Iteration 26Q: 3 clusters Score -366799.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -366801.093750 Penalty: 2833.512451
	Iteration 27Q: 3 clusters Score -366801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -366805.156250 Penalty: 2833.512451
	Iteration 28Q: 3 clusters Score -366805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -366808.000000 Penalty: 2833.512451
	Iteration 29Q: 3 clusters Score -366808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -366812.000000 Penalty: 2833.512451
	Iteration 30Q: 3 clusters Score -366812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -366817.250000 Penalty: 2833.512451
	Iteration 31Q: 3 clusters Score -366817.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -366820.656250 Penalty: 2833.512451
	Iteration 32Q: 3 clusters Score -366820.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -366822.468750 Penalty: 2833.512451
	Iteration 33Q: 3 clusters Score -366822.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -366826.343750 Penalty: 2833.512451
	Iteration 34Q: 3 clusters Score -366826.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -366832.343750 Penalty: 2833.512451
	Iteration 35Q: 3 clusters Score -366832.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -366836.968750 Penalty: 2833.512451
	Iteration 36Q: 3 clusters Score -366837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -366840.625000 Penalty: 2833.512451
	Iteration 37Q: 3 clusters Score -366840.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -366842.875000 Penalty: 2833.512451
	Iteration 38Q: 3 clusters Score -366842.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -366848.437500 Penalty: 2833.512451
	Iteration 39Q: 3 clusters Score -366848.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -366855.375000 Penalty: 2833.512451
	Iteration 40F: 3 clusters Score -366855.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -366862.843750 Penalty: 2833.512451
	Iteration 41Q: 3 clusters Score -366862.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -366869.781250 Penalty: 2833.512451
	Iteration 42Q: 3 clusters Score -366869.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -366873.468750 Penalty: 2833.512451
	Iteration 43Q: 3 clusters Score -366873.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -366879.343750 Penalty: 2833.512451
	Iteration 44Q: 3 clusters Score -366879.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -366884.375000 Penalty: 2833.512451
	Iteration 45Q: 3 clusters Score -366884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -366888.500000 Penalty: 2833.512451
	Iteration 46Q: 3 clusters Score -366888.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -366897.250000 Penalty: 2833.512451
	Iteration 47Q: 3 clusters Score -366897.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -366901.906250 Penalty: 2833.512451
	Iteration 48Q: 3 clusters Score -366901.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -366906.031250 Penalty: 2833.512451
	Iteration 49Q: 3 clusters Score -366906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -366906.687500 Penalty: 2833.512451
	Iteration 50Q: 3 clusters Score -366906.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -366908.156250 Penalty: 2833.512451
	Iteration 51Q: 3 clusters Score -366908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -366908.156250 Penalty: 2833.512451
	Iteration 52F: 3 clusters Score -366908.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -133410.437500 Penalty: 1261.283569
	Iteration 0F: 2 clusters Score -133410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -131104.812500 Penalty: 2522.567139
	Iteration 0F: 3 clusters Score -131104.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -131595.171875 Penalty: 2522.567139
	Iteration 1F: 3 clusters Score -131595.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -131740.531250 Penalty: 2522.567139
	Iteration 2F: 3 clusters Score -131740.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -131859.468750 Penalty: 2522.567139
	Iteration 3F: 3 clusters Score -131859.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -131966.406250 Penalty: 2522.567139
	Iteration 4Q: 3 clusters Score -131966.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -132070.234375 Penalty: 2522.567139
	Iteration 5F: 3 clusters Score -132070.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -132145.812500 Penalty: 2522.567139
	Iteration 6Q: 3 clusters Score -132145.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -132214.828125 Penalty: 2522.567139
	Iteration 7Q: 3 clusters Score -132214.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -132286.718750 Penalty: 2522.567139
	Iteration 8Q: 3 clusters Score -132286.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -132341.515625 Penalty: 2522.567139
	Iteration 9Q: 3 clusters Score -132341.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -132386.578125 Penalty: 2522.567139
	Iteration 10Q: 3 clusters Score -132386.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -132430.781250 Penalty: 2522.567139
	Iteration 11Q: 3 clusters Score -132430.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -132454.296875 Penalty: 2522.567139
	Iteration 12Q: 3 clusters Score -132454.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -132479.937500 Penalty: 2522.567139
	Iteration 13Q: 3 clusters Score -132479.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -132497.203125 Penalty: 2522.567139
	Iteration 14Q: 3 clusters Score -132497.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -132509.078125 Penalty: 2522.567139
	Iteration 15Q: 3 clusters Score -132509.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -132520.312500 Penalty: 2522.567139
	Iteration 16Q: 3 clusters Score -132520.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -132527.484375 Penalty: 2522.567139
	Iteration 17Q: 3 clusters Score -132527.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -132535.671875 Penalty: 2522.567139
	Iteration 18Q: 3 clusters Score -132535.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -132543.296875 Penalty: 2522.567139
	Iteration 19Q: 3 clusters Score -132543.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -132550.843750 Penalty: 2522.567139
	Iteration 20F: 3 clusters Score -132550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -132556.875000 Penalty: 2522.567139
	Iteration 21Q: 3 clusters Score -132556.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -132569.468750 Penalty: 2522.567139
	Iteration 22Q: 3 clusters Score -132569.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -132580.031250 Penalty: 2522.567139
	Iteration 23Q: 3 clusters Score -132580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -132591.109375 Penalty: 2522.567139
	Iteration 24Q: 3 clusters Score -132591.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -132601.890625 Penalty: 2522.567139
	Iteration 25Q: 3 clusters Score -132601.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -132608.812500 Penalty: 2522.567139
	Iteration 26Q: 3 clusters Score -132608.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -132620.921875 Penalty: 2522.567139
	Iteration 27Q: 3 clusters Score -132620.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132633.718750 Penalty: 2522.567139
	Iteration 28Q: 3 clusters Score -132633.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -132646.328125 Penalty: 2522.567139
	Iteration 29Q: 3 clusters Score -132646.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -132663.781250 Penalty: 2522.567139
	Iteration 30Q: 3 clusters Score -132663.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132682.250000 Penalty: 2522.567139
	Iteration 31Q: 3 clusters Score -132682.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -132688.515625 Penalty: 2522.567139
	Iteration 32Q: 3 clusters Score -132688.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132695.578125 Penalty: 2522.567139
	Iteration 33Q: 3 clusters Score -132695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -132704.781250 Penalty: 2522.567139
	Iteration 34Q: 3 clusters Score -132704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132709.671875 Penalty: 2522.567139
	Iteration 35Q: 3 clusters Score -132709.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -132714.578125 Penalty: 2522.567139
	Iteration 36Q: 3 clusters Score -132714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132718.468750 Penalty: 2522.567139
	Iteration 37Q: 3 clusters Score -132718.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132724.000000 Penalty: 2522.567139
	Iteration 38Q: 3 clusters Score -132724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132728.843750 Penalty: 2522.567139
	Iteration 39Q: 3 clusters Score -132728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132730.281250 Penalty: 2522.567139
	Iteration 40F: 3 clusters Score -132730.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132732.281250 Penalty: 2522.567139
	Iteration 41Q: 3 clusters Score -132732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132733.218750 Penalty: 2522.567139
	Iteration 42Q: 3 clusters Score -132733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -132733.343750 Penalty: 2522.567139
	Iteration 43Q: 3 clusters Score -132733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -132733.343750 Penalty: 2522.567139
	Iteration 44F: 3 clusters Score -132733.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -278437.500000 Penalty: 1394.916870
	Iteration 0F: 2 clusters Score -278437.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -274359.593750 Penalty: 2789.833740
	Iteration 0F: 3 clusters Score -274359.6 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -275568.843750 Penalty: 2789.833740
	Iteration 1F: 3 clusters Score -275568.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -275845.031250 Penalty: 2789.833740
	Iteration 2F: 3 clusters Score -275845 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -276044.875000 Penalty: 2789.833740
	Iteration 3F: 3 clusters Score -276044.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -276236.062500 Penalty: 2789.833740
	Iteration 4F: 3 clusters Score -276236.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -276402.625000 Penalty: 2789.833740
	Iteration 5Q: 3 clusters Score -276402.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -276526.875000 Penalty: 2789.833740
	Iteration 6Q: 3 clusters Score -276526.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -276623.468750 Penalty: 2789.833740
	Iteration 7Q: 3 clusters Score -276623.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -276710.031250 Penalty: 2789.833740
	Iteration 8Q: 3 clusters Score -276710 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -276770.375000 Penalty: 2789.833740
	Iteration 9Q: 3 clusters Score -276770.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -276805.625000 Penalty: 2789.833740
	Iteration 10Q: 3 clusters Score -276805.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -276836.187500 Penalty: 2789.833740
	Iteration 11Q: 3 clusters Score -276836.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -276860.500000 Penalty: 2789.833740
	Iteration 12Q: 3 clusters Score -276860.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -276889.218750 Penalty: 2789.833740
	Iteration 13Q: 3 clusters Score -276889.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -276909.000000 Penalty: 2789.833740
	Iteration 14Q: 3 clusters Score -276909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -276923.281250 Penalty: 2789.833740
	Iteration 15Q: 3 clusters Score -276923.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -276941.156250 Penalty: 2789.833740
	Iteration 16Q: 3 clusters Score -276941.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -276953.437500 Penalty: 2789.833740
	Iteration 17Q: 3 clusters Score -276953.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -276966.250000 Penalty: 2789.833740
	Iteration 18Q: 3 clusters Score -276966.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -276977.812500 Penalty: 2789.833740
	Iteration 19Q: 3 clusters Score -276977.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -276991.750000 Penalty: 2789.833740
	Iteration 20F: 3 clusters Score -276991.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -277011.218750 Penalty: 2789.833740
	Iteration 21Q: 3 clusters Score -277011.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -277030.093750 Penalty: 2789.833740
	Iteration 22Q: 3 clusters Score -277030.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -277053.156250 Penalty: 2789.833740
	Iteration 23Q: 3 clusters Score -277053.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -277080.406250 Penalty: 2789.833740
	Iteration 24Q: 3 clusters Score -277080.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -277101.906250 Penalty: 2789.833740
	Iteration 25Q: 3 clusters Score -277101.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -277124.375000 Penalty: 2789.833740
	Iteration 26Q: 3 clusters Score -277124.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -277144.593750 Penalty: 2789.833740
	Iteration 27Q: 3 clusters Score -277144.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -277163.125000 Penalty: 2789.833740
	Iteration 28Q: 3 clusters Score -277163.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -277179.312500 Penalty: 2789.833740
	Iteration 29Q: 3 clusters Score -277179.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -277194.593750 Penalty: 2789.833740
	Iteration 30Q: 3 clusters Score -277194.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -277208.125000 Penalty: 2789.833740
	Iteration 31Q: 3 clusters Score -277208.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -277218.437500 Penalty: 2789.833740
	Iteration 32Q: 3 clusters Score -277218.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -277228.000000 Penalty: 2789.833740
	Iteration 33Q: 3 clusters Score -277228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -277245.312500 Penalty: 2789.833740
	Iteration 34Q: 3 clusters Score -277245.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -277261.000000 Penalty: 2789.833740
	Iteration 35Q: 3 clusters Score -277261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -277271.500000 Penalty: 2789.833740
	Iteration 36Q: 3 clusters Score -277271.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -277279.437500 Penalty: 2789.833740
	Iteration 37Q: 3 clusters Score -277279.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -277286.937500 Penalty: 2789.833740
	Iteration 38Q: 3 clusters Score -277286.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -277294.531250 Penalty: 2789.833740
	Iteration 39Q: 3 clusters Score -277294.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -277298.125000 Penalty: 2789.833740
	Iteration 40F: 3 clusters Score -277298.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -277299.531250 Penalty: 2789.833740
	Iteration 41Q: 3 clusters Score -277299.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -277302.281250 Penalty: 2789.833740
	Iteration 42Q: 3 clusters Score -277302.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -277304.531250 Penalty: 2789.833740
	Iteration 43Q: 3 clusters Score -277304.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -277306.968750 Penalty: 2789.833740
	Iteration 44Q: 3 clusters Score -277307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -277308.031250 Penalty: 2789.833740
	Iteration 45Q: 3 clusters Score -277308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -277310.406250 Penalty: 2789.833740
	Iteration 46Q: 3 clusters Score -277310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -277312.218750 Penalty: 2789.833740
	Iteration 47Q: 3 clusters Score -277312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -277313.343750 Penalty: 2789.833740
	Iteration 48Q: 3 clusters Score -277313.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -277316.062500 Penalty: 2789.833740
	Iteration 49Q: 3 clusters Score -277316.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -277319.375000 Penalty: 2789.833740
	Iteration 50Q: 3 clusters Score -277319.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -277323.093750 Penalty: 2789.833740
	Iteration 51Q: 3 clusters Score -277323.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -277329.968750 Penalty: 2789.833740
	Iteration 52Q: 3 clusters Score -277330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -277338.281250 Penalty: 2789.833740
	Iteration 53Q: 3 clusters Score -277338.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -277345.812500 Penalty: 2789.833740
	Iteration 54Q: 3 clusters Score -277345.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -277353.781250 Penalty: 2789.833740
	Iteration 55Q: 3 clusters Score -277353.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -277359.343750 Penalty: 2789.833740
	Iteration 56Q: 3 clusters Score -277359.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -277364.656250 Penalty: 2789.833740
	Iteration 57Q: 3 clusters Score -277364.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -277367.000000 Penalty: 2789.833740
	Iteration 58Q: 3 clusters Score -277367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -277369.156250 Penalty: 2789.833740
	Iteration 59Q: 3 clusters Score -277369.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -277371.625000 Penalty: 2789.833740
	Iteration 60F: 3 clusters Score -277371.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -277373.250000 Penalty: 2789.833740
	Iteration 61Q: 3 clusters Score -277373.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -277374.281250 Penalty: 2789.833740
	Iteration 62Q: 3 clusters Score -277374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -277375.375000 Penalty: 2789.833740
	Iteration 63Q: 3 clusters Score -277375.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -277376.500000 Penalty: 2789.833740
	Iteration 64Q: 3 clusters Score -277376.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -277379.718750 Penalty: 2789.833740
	Iteration 65Q: 3 clusters Score -277379.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -277384.718750 Penalty: 2789.833740
	Iteration 66Q: 3 clusters Score -277384.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -277389.781250 Penalty: 2789.833740
	Iteration 67Q: 3 clusters Score -277389.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -277397.343750 Penalty: 2789.833740
	Iteration 68Q: 3 clusters Score -277397.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -277400.906250 Penalty: 2789.833740
	Iteration 69Q: 3 clusters Score -277400.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -277404.875000 Penalty: 2789.833740
	Iteration 70Q: 3 clusters Score -277404.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -277407.093750 Penalty: 2789.833740
	Iteration 71Q: 3 clusters Score -277407.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -277409.656250 Penalty: 2789.833740
	Iteration 72Q: 3 clusters Score -277409.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -277409.750000 Penalty: 2789.833740
	Iteration 73Q: 3 clusters Score -277409.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -277412.656250 Penalty: 2789.833740
	Iteration 74Q: 3 clusters Score -277412.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -277416.312500 Penalty: 2789.833740
	Iteration 75Q: 3 clusters Score -277416.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -277419.562500 Penalty: 2789.833740
	Iteration 76Q: 3 clusters Score -277419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -277421.500000 Penalty: 2789.833740
	Iteration 77Q: 3 clusters Score -277421.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -277424.968750 Penalty: 2789.833740
	Iteration 78Q: 3 clusters Score -277425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -277427.843750 Penalty: 2789.833740
	Iteration 79Q: 3 clusters Score -277427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -277428.093750 Penalty: 2789.833740
	Iteration 80F: 3 clusters Score -277428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -277429.718750 Penalty: 2789.833740
	Iteration 81Q: 3 clusters Score -277429.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -277431.031250 Penalty: 2789.833740
	Iteration 82Q: 3 clusters Score -277431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -277433.156250 Penalty: 2789.833740
	Iteration 83Q: 3 clusters Score -277433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -277434.312500 Penalty: 2789.833740
	Iteration 84Q: 3 clusters Score -277434.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -277436.187500 Penalty: 2789.833740
	Iteration 85Q: 3 clusters Score -277436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -277436.656250 Penalty: 2789.833740
	Iteration 86Q: 3 clusters Score -277436.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -277437.531250 Penalty: 2789.833740
	Iteration 87Q: 3 clusters Score -277437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -277438.281250 Penalty: 2789.833740
	Iteration 88Q: 3 clusters Score -277438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -277439.031250 Penalty: 2789.833740
	Iteration 89Q: 3 clusters Score -277439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -277440.218750 Penalty: 2789.833740
	Iteration 90Q: 3 clusters Score -277440.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -277442.062500 Penalty: 2789.833740
	Iteration 91Q: 3 clusters Score -277442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -277442.187500 Penalty: 2789.833740
	Iteration 92Q: 3 clusters Score -277442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -277442.906250 Penalty: 2789.833740
	Iteration 93Q: 3 clusters Score -277442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -277442.906250 Penalty: 2789.833740
	Iteration 94F: 3 clusters Score -277442.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Entering Unmasked Estep 
Score: -515203.937500 Penalty: 1471.812134
	Iteration 0F: 2 clusters Score -515203.9 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 4352 members 
Entering Unmasked Estep 
Score: -508969.750000 Penalty: 2943.624268
	Iteration 0F: 3 clusters Score -508969.8 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -510883.843750 Penalty: 2943.624268
	Iteration 1F: 3 clusters Score -510883.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -511121.406250 Penalty: 2943.624268
	Iteration 2F: 3 clusters Score -511121.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -511337.843750 Penalty: 2943.624268
	Iteration 3F: 3 clusters Score -511337.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -511601.500000 Penalty: 2943.624268
	Iteration 4F: 3 clusters Score -511601.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -511888.062500 Penalty: 2943.624268
	Iteration 5F: 3 clusters Score -511888.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -512250.531250 Penalty: 2943.624268
	Iteration 6F: 3 clusters Score -512250.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -512635.781250 Penalty: 2943.624268
	Iteration 7F: 3 clusters Score -512635.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -513002.968750 Penalty: 2943.624268
	Iteration 8F: 3 clusters Score -513003 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -513336.000000 Penalty: 2943.624268
	Iteration 9Q: 3 clusters Score -513336 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -513643.000000 Penalty: 2943.624268
	Iteration 10Q: 3 clusters Score -513643 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -513994.718750 Penalty: 2943.624268
	Iteration 11Q: 3 clusters Score -513994.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -514140.125000 Penalty: 2943.624268
	Iteration 12Q: 3 clusters Score -514140.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -514177.906250 Penalty: 2943.624268
	Iteration 13Q: 3 clusters Score -514177.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -514200.375000 Penalty: 2943.624268
	Iteration 14Q: 3 clusters Score -514200.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -514210.468750 Penalty: 2943.624268
	Iteration 15Q: 3 clusters Score -514210.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -514218.562500 Penalty: 2943.624268
	Iteration 16Q: 3 clusters Score -514218.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -514224.281250 Penalty: 2943.624268
	Iteration 17Q: 3 clusters Score -514224.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -514227.375000 Penalty: 2943.624268
	Iteration 18Q: 3 clusters Score -514227.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -514229.500000 Penalty: 2943.624268
	Iteration 19Q: 3 clusters Score -514229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -514231.062500 Penalty: 2943.624268
	Iteration 20F: 3 clusters Score -514231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -514231.531250 Penalty: 2943.624268
	Iteration 21Q: 3 clusters Score -514231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -514234.343750 Penalty: 2943.624268
	Iteration 22Q: 3 clusters Score -514234.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -514235.718750 Penalty: 2943.624268
	Iteration 23Q: 3 clusters Score -514235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -514238.562500 Penalty: 2943.624268
	Iteration 24Q: 3 clusters Score -514238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -514239.937500 Penalty: 2943.624268
	Iteration 25Q: 3 clusters Score -514239.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -514241.437500 Penalty: 2943.624268
	Iteration 26Q: 3 clusters Score -514241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -514243.000000 Penalty: 2943.624268
	Iteration 27Q: 3 clusters Score -514243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -514243.656250 Penalty: 2943.624268
	Iteration 28Q: 3 clusters Score -514243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -514243.937500 Penalty: 2943.624268
	Iteration 29Q: 3 clusters Score -514243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -514244.312500 Penalty: 2943.624268
	Iteration 30Q: 3 clusters Score -514244.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -514244.312500 Penalty: 2943.624268
	Iteration 31F: 3 clusters Score -514244.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Entering Unmasked Estep 
Score: -784642.750000 Penalty: 1541.586182
	Iteration 0F: 2 clusters Score -784642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -775398.062500 Penalty: 3083.172363
	Iteration 0F: 3 clusters Score -775398.1 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -778491.750000 Penalty: 3083.172363
	Iteration 1F: 3 clusters Score -778491.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -778869.125000 Penalty: 3083.172363
	Iteration 2F: 3 clusters Score -778869.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -779254.312500 Penalty: 3083.172363
	Iteration 3F: 3 clusters Score -779254.3 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -779680.437500 Penalty: 3083.172363
	Iteration 4F: 3 clusters Score -779680.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -780217.312500 Penalty: 3083.172363
	Iteration 5F: 3 clusters Score -780217.3 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -780891.375000 Penalty: 3083.172363
	Iteration 6F: 3 clusters Score -780891.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -781641.250000 Penalty: 3083.172363
	Iteration 7F: 3 clusters Score -781641.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -782386.750000 Penalty: 3083.172363
	Iteration 8F: 3 clusters Score -782386.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -782905.312500 Penalty: 3083.172363
	Iteration 9Q: 3 clusters Score -782905.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -783204.312500 Penalty: 3083.172363
	Iteration 10Q: 3 clusters Score -783204.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -783368.250000 Penalty: 3083.172363
	Iteration 11Q: 3 clusters Score -783368.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -783483.187500 Penalty: 3083.172363
	Iteration 12Q: 3 clusters Score -783483.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -783563.000000 Penalty: 3083.172363
	Iteration 13Q: 3 clusters Score -783563 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -783640.562500 Penalty: 3083.172363
	Iteration 14Q: 3 clusters Score -783640.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -783708.500000 Penalty: 3083.172363
	Iteration 15Q: 3 clusters Score -783708.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -783749.875000 Penalty: 3083.172363
	Iteration 16Q: 3 clusters Score -783749.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -783773.250000 Penalty: 3083.172363
	Iteration 17Q: 3 clusters Score -783773.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -783784.312500 Penalty: 3083.172363
	Iteration 18Q: 3 clusters Score -783784.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -783788.312500 Penalty: 3083.172363
	Iteration 19Q: 3 clusters Score -783788.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -783792.312500 Penalty: 3083.172363
	Iteration 20F: 3 clusters Score -783792.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -783795.062500 Penalty: 3083.172363
	Iteration 21Q: 3 clusters Score -783795.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -783801.000000 Penalty: 3083.172363
	Iteration 22Q: 3 clusters Score -783801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -783804.500000 Penalty: 3083.172363
	Iteration 23Q: 3 clusters Score -783804.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -783804.187500 Penalty: 3083.172363
	Iteration 24Q: 3 clusters Score -783804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -783810.000000 Penalty: 3083.172363
	Iteration 25Q: 3 clusters Score -783810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -783809.937500 Penalty: 3083.172363
	Iteration 26Q: 3 clusters Score -783809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -783812.187500 Penalty: 3083.172363
	Iteration 27Q: 3 clusters Score -783812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -783812.062500 Penalty: 3083.172363
	Iteration 28Q: 3 clusters Score -783812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -783812.062500 Penalty: 3083.172363
	Iteration 29F: 3 clusters Score -783812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 135749 members 
Mstep: Class 2 contains 11836 members 
Mstep: Class 3 contains 29261 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 13111 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 25850 members 
Mstep: Class 9 contains 29704 members 
Mstep: Class 10 contains 17411 members 
Mstep: Class 11 contains 102134 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 4799 members 
Mstep: Class 16 contains 5489 members 
Mstep: Class 17 contains 16287 members 
Mstep: Class 18 contains 6864 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 22 contains 5346 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 13183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26949928.000000 Penalty: 48720.890625
Iteration 119Q: 24 clusters Score -2.694993e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 136889 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 29241 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 13018 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 25710 members 
Mstep: Class 9 contains 29702 members 
Mstep: Class 10 contains 17384 members 
Mstep: Class 11 contains 102063 members 
Mstep: Class 12 contains 3092 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 15578 members 
Mstep: Class 18 contains 6864 members 
Mstep: Class 19 contains 6109 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 13178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950516.000000 Penalty: 48720.890625
Iteration 120F: 24 clusters Score -2.695052e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 137991 members 
Mstep: Class 2 contains 11819 members 
Mstep: Class 3 contains 29205 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 25565 members 
Mstep: Class 9 contains 29698 members 
Mstep: Class 10 contains 17343 members 
Mstep: Class 11 contains 102010 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 1056 members 
Mstep: Class 14 contains 8735 members 
Mstep: Class 15 contains 4705 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 14967 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 6106 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 22 contains 5332 members 
Mstep: Class 23 contains 8672 members 
Mstep: Class 24 contains 13171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26950988.000000 Penalty: 48720.890625
Iteration 121Q: 24 clusters Score -2.695099e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 138957 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 29175 members 
Mstep: Class 4 contains 3150 members 
Mstep: Class 5 contains 12878 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 25427 members 
Mstep: Class 9 contains 29694 members 
Mstep: Class 10 contains 17299 members 
Mstep: Class 11 contains 101951 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 8686 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 16 contains 5356 members 
Mstep: Class 17 contains 14514 members 
Mstep: Class 18 contains 6867 members 
Mstep: Class 19 contains 6102 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 22 contains 5317 members 
Mstep: Class 23 contains 8656 members 
Mstep: Class 24 contains 13166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951338.000000 Penalty: 48720.890625
Iteration 122Q: 24 clusters Score -2.695134e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 139828 members 
Mstep: Class 2 contains 11801 members 
Mstep: Class 3 contains 29153 members 
Mstep: Class 4 contains 3147 members 
Mstep: Class 5 contains 12835 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 25311 members 
Mstep: Class 9 contains 29689 members 
Mstep: Class 10 contains 17248 members 
Mstep: Class 11 contains 101899 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 1067 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 14107 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 6100 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 22 contains 5312 members 
Mstep: Class 23 contains 8630 members 
Mstep: Class 24 contains 13161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951530.000000 Penalty: 48720.890625
Iteration 123Q: 24 clusters Score -2.695153e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 140633 members 
Mstep: Class 2 contains 11792 members 
Mstep: Class 3 contains 29118 members 
Mstep: Class 4 contains 3147 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 6265 members 
Mstep: Class 8 contains 25192 members 
Mstep: Class 9 contains 29684 members 
Mstep: Class 10 contains 17206 members 
Mstep: Class 11 contains 101872 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 1068 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 13778 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 6098 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5304 members 
Mstep: Class 23 contains 8594 members 
Mstep: Class 24 contains 13155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951650.000000 Penalty: 48720.890625
Iteration 124Q: 24 clusters Score -2.695165e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 141300 members 
Mstep: Class 2 contains 11789 members 
Mstep: Class 3 contains 29079 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 12726 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6267 members 
Mstep: Class 8 contains 25064 members 
Mstep: Class 9 contains 29678 members 
Mstep: Class 10 contains 17172 members 
Mstep: Class 11 contains 101847 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 8575 members 
Mstep: Class 15 contains 4494 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 13552 members 
Mstep: Class 18 contains 6886 members 
Mstep: Class 19 contains 6097 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5302 members 
Mstep: Class 23 contains 8557 members 
Mstep: Class 24 contains 13149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951784.000000 Penalty: 48720.890625
Iteration 125Q: 24 clusters Score -2.695178e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 141896 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 29057 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 12655 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6269 members 
Mstep: Class 8 contains 24946 members 
Mstep: Class 9 contains 29670 members 
Mstep: Class 10 contains 17158 members 
Mstep: Class 11 contains 101816 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8565 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 13352 members 
Mstep: Class 18 contains 6888 members 
Mstep: Class 19 contains 6092 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5305 members 
Mstep: Class 23 contains 8520 members 
Mstep: Class 24 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951936.000000 Penalty: 48720.890625
Iteration 126Q: 24 clusters Score -2.695194e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 142408 members 
Mstep: Class 2 contains 11784 members 
Mstep: Class 3 contains 29044 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 12595 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 24839 members 
Mstep: Class 9 contains 29674 members 
Mstep: Class 10 contains 17135 members 
Mstep: Class 11 contains 101780 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 8559 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 5161 members 
Mstep: Class 17 contains 13202 members 
Mstep: Class 18 contains 6889 members 
Mstep: Class 19 contains 6089 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 8484 members 
Mstep: Class 24 contains 13137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951934.000000 Penalty: 48720.890625
Iteration 127Q: 24 clusters Score -2.695193e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 142806 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 29041 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 12549 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 29673 members 
Mstep: Class 10 contains 17129 members 
Mstep: Class 11 contains 101752 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 8557 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 5129 members 
Mstep: Class 17 contains 13106 members 
Mstep: Class 18 contains 6893 members 
Mstep: Class 19 contains 6090 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 8459 members 
Mstep: Class 24 contains 13124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951942.000000 Penalty: 48720.890625
Iteration 128Q: 24 clusters Score -2.695194e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 143113 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 29046 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 12514 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 6275 members 
Mstep: Class 8 contains 24681 members 
Mstep: Class 9 contains 29673 members 
Mstep: Class 10 contains 17133 members 
Mstep: Class 11 contains 101723 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8551 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 5118 members 
Mstep: Class 17 contains 13034 members 
Mstep: Class 18 contains 6893 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5294 members 
Mstep: Class 23 contains 8442 members 
Mstep: Class 24 contains 13114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951894.000000 Penalty: 48720.890625
Iteration 129Q: 24 clusters Score -2.695189e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 143376 members 
Mstep: Class 2 contains 11755 members 
Mstep: Class 3 contains 29051 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 12483 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 6273 members 
Mstep: Class 8 contains 24619 members 
Mstep: Class 9 contains 29673 members 
Mstep: Class 10 contains 17142 members 
Mstep: Class 11 contains 101688 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8546 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 5103 members 
Mstep: Class 17 contains 12995 members 
Mstep: Class 18 contains 6893 members 
Mstep: Class 19 contains 6080 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5286 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 13107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26951984.000000 Penalty: 48720.890625
Iteration 130Q: 24 clusters Score -2.695198e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 143579 members 
Mstep: Class 2 contains 11753 members 
Mstep: Class 3 contains 29051 members 
Mstep: Class 4 contains 3134 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 6274 members 
Mstep: Class 8 contains 24553 members 
Mstep: Class 9 contains 29673 members 
Mstep: Class 10 contains 17146 members 
Mstep: Class 11 contains 101670 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 4243 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 6893 members 
Mstep: Class 19 contains 6082 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5281 members 
Mstep: Class 23 contains 8417 members 
Mstep: Class 24 contains 13093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952008.000000 Penalty: 48720.890625
Iteration 131Q: 24 clusters Score -2.695201e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 11752 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 3133 members 
Mstep: Class 5 contains 12473 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 6274 members 
Mstep: Class 8 contains 24512 members 
Mstep: Class 9 contains 29673 members 
Mstep: Class 10 contains 17150 members 
Mstep: Class 11 contains 101660 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8539 members 
Mstep: Class 15 contains 4207 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 12944 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 6080 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5278 members 
Mstep: Class 23 contains 8405 members 
Mstep: Class 24 contains 13084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952014.000000 Penalty: 48720.890625
Iteration 132Q: 24 clusters Score -2.695201e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 143855 members 
Mstep: Class 2 contains 11755 members 
Mstep: Class 3 contains 29056 members 
Mstep: Class 4 contains 3131 members 
Mstep: Class 5 contains 12468 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6266 members 
Mstep: Class 8 contains 24473 members 
Mstep: Class 9 contains 29673 members 
Mstep: Class 10 contains 17153 members 
Mstep: Class 11 contains 101659 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8534 members 
Mstep: Class 15 contains 4186 members 
Mstep: Class 16 contains 5055 members 
Mstep: Class 17 contains 12925 members 
Mstep: Class 18 contains 6893 members 
Mstep: Class 19 contains 6077 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5273 members 
Mstep: Class 23 contains 8397 members 
Mstep: Class 24 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952056.000000 Penalty: 48720.890625
Iteration 133Q: 24 clusters Score -2.695206e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 143952 members 
Mstep: Class 2 contains 11749 members 
Mstep: Class 3 contains 29057 members 
Mstep: Class 4 contains 3129 members 
Mstep: Class 5 contains 12461 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 24442 members 
Mstep: Class 9 contains 29673 members 
Mstep: Class 10 contains 17168 members 
Mstep: Class 11 contains 101652 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8532 members 
Mstep: Class 15 contains 4157 members 
Mstep: Class 16 contains 5054 members 
Mstep: Class 17 contains 12910 members 
Mstep: Class 18 contains 6893 members 
Mstep: Class 19 contains 6074 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 8396 members 
Mstep: Class 24 contains 13075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952106.000000 Penalty: 48720.890625
Iteration 134Q: 24 clusters Score -2.695211e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144057 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 29057 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 12451 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 24421 members 
Mstep: Class 9 contains 29673 members 
Mstep: Class 10 contains 17183 members 
Mstep: Class 11 contains 101643 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 4136 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 12893 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 8391 members 
Mstep: Class 24 contains 13071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952104.000000 Penalty: 48720.890625
Iteration 135Q: 24 clusters Score -2.69521e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144168 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 29062 members 
Mstep: Class 4 contains 3129 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 24400 members 
Mstep: Class 9 contains 29673 members 
Mstep: Class 10 contains 17194 members 
Mstep: Class 11 contains 101636 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8519 members 
Mstep: Class 15 contains 4105 members 
Mstep: Class 16 contains 5023 members 
Mstep: Class 17 contains 12879 members 
Mstep: Class 18 contains 6890 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 8391 members 
Mstep: Class 24 contains 13063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952148.000000 Penalty: 48720.890625
Iteration 136Q: 24 clusters Score -2.695215e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144251 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 29063 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 24387 members 
Mstep: Class 9 contains 29673 members 
Mstep: Class 10 contains 17210 members 
Mstep: Class 11 contains 101632 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 5005 members 
Mstep: Class 17 contains 12865 members 
Mstep: Class 18 contains 6890 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5269 members 
Mstep: Class 23 contains 8389 members 
Mstep: Class 24 contains 13061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952118.000000 Penalty: 48720.890625
Iteration 137Q: 24 clusters Score -2.695212e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144316 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 29065 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 12440 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6240 members 
Mstep: Class 8 contains 24379 members 
Mstep: Class 9 contains 29672 members 
Mstep: Class 10 contains 17213 members 
Mstep: Class 11 contains 101630 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8513 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 12854 members 
Mstep: Class 18 contains 6890 members 
Mstep: Class 19 contains 6066 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 8388 members 
Mstep: Class 24 contains 13058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952128.000000 Penalty: 48720.890625
Iteration 138Q: 24 clusters Score -2.695213e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144370 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 29063 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 24374 members 
Mstep: Class 9 contains 29671 members 
Mstep: Class 10 contains 17225 members 
Mstep: Class 11 contains 101627 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 8508 members 
Mstep: Class 15 contains 4049 members 
Mstep: Class 16 contains 4971 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 6890 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 8386 members 
Mstep: Class 24 contains 13056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952086.000000 Penalty: 48720.890625
Iteration 139Q: 24 clusters Score -2.695209e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144433 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 29064 members 
Mstep: Class 4 contains 3127 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 24371 members 
Mstep: Class 9 contains 29671 members 
Mstep: Class 10 contains 17240 members 
Mstep: Class 11 contains 101627 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 8502 members 
Mstep: Class 15 contains 4026 members 
Mstep: Class 16 contains 4953 members 
Mstep: Class 17 contains 12830 members 
Mstep: Class 18 contains 6890 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 8384 members 
Mstep: Class 24 contains 13055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952096.000000 Penalty: 48720.890625
Iteration 140F: 24 clusters Score -2.69521e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 11729 members 
Mstep: Class 3 contains 29063 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 24364 members 
Mstep: Class 9 contains 29672 members 
Mstep: Class 10 contains 17250 members 
Mstep: Class 11 contains 101624 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 8496 members 
Mstep: Class 15 contains 4013 members 
Mstep: Class 16 contains 4941 members 
Mstep: Class 17 contains 12819 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 8383 members 
Mstep: Class 24 contains 13056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952092.000000 Penalty: 48720.890625
Iteration 141Q: 24 clusters Score -2.695209e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 11727 members 
Mstep: Class 3 contains 29067 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 24358 members 
Mstep: Class 9 contains 29671 members 
Mstep: Class 10 contains 17264 members 
Mstep: Class 11 contains 101623 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 8488 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 4920 members 
Mstep: Class 17 contains 12815 members 
Mstep: Class 18 contains 6890 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 8381 members 
Mstep: Class 24 contains 13056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952076.000000 Penalty: 48720.890625
Iteration 142Q: 24 clusters Score -2.695208e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144581 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 29069 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 24355 members 
Mstep: Class 9 contains 29670 members 
Mstep: Class 10 contains 17274 members 
Mstep: Class 11 contains 101623 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 8478 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 4909 members 
Mstep: Class 17 contains 12807 members 
Mstep: Class 18 contains 6890 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5269 members 
Mstep: Class 23 contains 8381 members 
Mstep: Class 24 contains 13055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952122.000000 Penalty: 48720.890625
Iteration 143Q: 24 clusters Score -2.695212e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144622 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 29069 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 24351 members 
Mstep: Class 9 contains 29668 members 
Mstep: Class 10 contains 17274 members 
Mstep: Class 11 contains 101621 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 8473 members 
Mstep: Class 15 contains 3955 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5272 members 
Mstep: Class 23 contains 8379 members 
Mstep: Class 24 contains 13054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952146.000000 Penalty: 48720.890625
Iteration 144Q: 24 clusters Score -2.695215e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 11721 members 
Mstep: Class 3 contains 29071 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6214 members 
Mstep: Class 8 contains 24349 members 
Mstep: Class 9 contains 29668 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 101618 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 8467 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 8377 members 
Mstep: Class 24 contains 13054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952182.000000 Penalty: 48720.890625
Iteration 145Q: 24 clusters Score -2.695218e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 29071 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12431 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6205 members 
Mstep: Class 8 contains 24343 members 
Mstep: Class 9 contains 29668 members 
Mstep: Class 10 contains 17289 members 
Mstep: Class 11 contains 101615 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 8465 members 
Mstep: Class 15 contains 3918 members 
Mstep: Class 16 contains 4912 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5277 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 13054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952148.000000 Penalty: 48720.890625
Iteration 146Q: 24 clusters Score -2.695215e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144725 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 29070 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12428 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 24335 members 
Mstep: Class 9 contains 29668 members 
Mstep: Class 10 contains 17296 members 
Mstep: Class 11 contains 101610 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 8466 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 16 contains 4912 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5277 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 13053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952170.000000 Penalty: 48720.890625
Iteration 147Q: 24 clusters Score -2.695217e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144758 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 29069 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12424 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 24329 members 
Mstep: Class 9 contains 29668 members 
Mstep: Class 10 contains 17306 members 
Mstep: Class 11 contains 101610 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 8467 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 13052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952170.000000 Penalty: 48720.890625
Iteration 148Q: 24 clusters Score -2.695217e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144785 members 
Mstep: Class 2 contains 11721 members 
Mstep: Class 3 contains 29070 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 24323 members 
Mstep: Class 9 contains 29668 members 
Mstep: Class 10 contains 17317 members 
Mstep: Class 11 contains 101612 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 8464 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 4907 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 13051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952156.000000 Penalty: 48720.890625
Iteration 149Q: 24 clusters Score -2.695216e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144807 members 
Mstep: Class 2 contains 11718 members 
Mstep: Class 3 contains 29071 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12417 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 24321 members 
Mstep: Class 9 contains 29668 members 
Mstep: Class 10 contains 17331 members 
Mstep: Class 11 contains 101610 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 8463 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 4907 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 8360 members 
Mstep: Class 24 contains 13049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952224.000000 Penalty: 48720.890625
Iteration 150Q: 24 clusters Score -2.695222e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144825 members 
Mstep: Class 2 contains 11716 members 
Mstep: Class 3 contains 29070 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12413 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 24318 members 
Mstep: Class 9 contains 29669 members 
Mstep: Class 10 contains 17353 members 
Mstep: Class 11 contains 101608 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8461 members 
Mstep: Class 15 contains 3829 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 8360 members 
Mstep: Class 24 contains 13049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952234.000000 Penalty: 48720.890625
Iteration 151Q: 24 clusters Score -2.695223e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144842 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 29070 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12412 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6179 members 
Mstep: Class 8 contains 24314 members 
Mstep: Class 9 contains 29669 members 
Mstep: Class 10 contains 17376 members 
Mstep: Class 11 contains 101605 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8453 members 
Mstep: Class 15 contains 3809 members 
Mstep: Class 16 contains 4905 members 
Mstep: Class 17 contains 12791 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 8360 members 
Mstep: Class 24 contains 13047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952194.000000 Penalty: 48720.890625
Iteration 152Q: 24 clusters Score -2.695219e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 29069 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12412 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6175 members 
Mstep: Class 8 contains 24308 members 
Mstep: Class 9 contains 29668 members 
Mstep: Class 10 contains 17398 members 
Mstep: Class 11 contains 101596 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8450 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 4902 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 8360 members 
Mstep: Class 24 contains 13047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952180.000000 Penalty: 48720.890625
Iteration 153Q: 24 clusters Score -2.695218e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 29067 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12412 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 24303 members 
Mstep: Class 9 contains 29668 members 
Mstep: Class 10 contains 17418 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 4898 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 8360 members 
Mstep: Class 24 contains 13048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952182.000000 Penalty: 48720.890625
Iteration 154Q: 24 clusters Score -2.695218e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144918 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 29066 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12412 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 24302 members 
Mstep: Class 9 contains 29667 members 
Mstep: Class 10 contains 17429 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8447 members 
Mstep: Class 15 contains 3746 members 
Mstep: Class 16 contains 4893 members 
Mstep: Class 17 contains 12790 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 8361 members 
Mstep: Class 24 contains 13048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952212.000000 Penalty: 48720.890625
Iteration 155Q: 24 clusters Score -2.695221e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144933 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 29065 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12410 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 24301 members 
Mstep: Class 9 contains 29667 members 
Mstep: Class 10 contains 17440 members 
Mstep: Class 11 contains 101581 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8447 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 4889 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 8362 members 
Mstep: Class 24 contains 13048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952212.000000 Penalty: 48720.890625
Iteration 156Q: 24 clusters Score -2.695221e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 29063 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 12407 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 24298 members 
Mstep: Class 9 contains 29667 members 
Mstep: Class 10 contains 17450 members 
Mstep: Class 11 contains 101580 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8446 members 
Mstep: Class 15 contains 3716 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 8362 members 
Mstep: Class 24 contains 13048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952218.000000 Penalty: 48720.890625
Iteration 157Q: 24 clusters Score -2.695222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144964 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 29063 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 24294 members 
Mstep: Class 9 contains 29666 members 
Mstep: Class 10 contains 17464 members 
Mstep: Class 11 contains 101580 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8446 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 13048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952202.000000 Penalty: 48720.890625
Iteration 158Q: 24 clusters Score -2.69522e+07 nChanged 44
Entering ConstructFrom: 
Score: -26952202.000000 Penalty: 48720.890625
Entering ConstructFrom: 
Trying to split cluster 1 (144979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144979 members 
Entering Unmasked Estep 
Score: -8840439.000000 Penalty: 1931.205933
	Iteration 0F: 2 clusters Score -8840439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -8743443.000000 Penalty: 3862.411865
	Iteration 0F: 3 clusters Score -8743443 nChanged 69643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -8784859.000000 Penalty: 3862.411865
	Iteration 1F: 3 clusters Score -8784859 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -8786924.000000 Penalty: 3862.411865
	Iteration 2Q: 3 clusters Score -8786924 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -8790423.000000 Penalty: 3862.411865
	Iteration 3F: 3 clusters Score -8790423 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -8796395.000000 Penalty: 3862.411865
	Iteration 4F: 3 clusters Score -8796395 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -8805575.000000 Penalty: 3862.411865
	Iteration 5F: 3 clusters Score -8805575 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 116582 members 
Entering Unmasked Estep 
Score: -8816434.000000 Penalty: 3862.411865
	Iteration 6F: 3 clusters Score -8816434 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 125624 members 
Entering Unmasked Estep 
Score: -8825623.000000 Penalty: 3862.411865
	Iteration 7F: 3 clusters Score -8825623 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 131524 members 
Entering Unmasked Estep 
Score: -8831331.000000 Penalty: 3862.411865
	Iteration 8Q: 3 clusters Score -8831331 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 135060 members 
Entering Unmasked Estep 
Score: -8834837.000000 Penalty: 3862.411865
	Iteration 9Q: 3 clusters Score -8834837 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 137200 members 
Entering Unmasked Estep 
Score: -8837070.000000 Penalty: 3862.411865
	Iteration 10Q: 3 clusters Score -8837070 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 138358 members 
Entering Unmasked Estep 
Score: -8838340.000000 Penalty: 3862.411865
	Iteration 11Q: 3 clusters Score -8838340 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 138966 members 
Entering Unmasked Estep 
Score: -8838939.000000 Penalty: 3862.411865
	Iteration 12Q: 3 clusters Score -8838939 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 139314 members 
Entering Unmasked Estep 
Score: -8839244.000000 Penalty: 3862.411865
	Iteration 13Q: 3 clusters Score -8839244 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 139558 members 
Entering Unmasked Estep 
Score: -8839408.000000 Penalty: 3862.411865
	Iteration 14Q: 3 clusters Score -8839408 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 139725 members 
Entering Unmasked Estep 
Score: -8839526.000000 Penalty: 3862.411865
	Iteration 15Q: 3 clusters Score -8839526 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 139819 members 
Entering Unmasked Estep 
Score: -8839591.000000 Penalty: 3862.411865
	Iteration 16Q: 3 clusters Score -8839591 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 139878 members 
Entering Unmasked Estep 
Score: -8839645.000000 Penalty: 3862.411865
	Iteration 17Q: 3 clusters Score -8839645 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 139930 members 
Entering Unmasked Estep 
Score: -8839676.000000 Penalty: 3862.411865
	Iteration 18Q: 3 clusters Score -8839676 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 139967 members 
Entering Unmasked Estep 
Score: -8839693.000000 Penalty: 3862.411865
	Iteration 19Q: 3 clusters Score -8839693 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 140015 members 
Entering Unmasked Estep 
Score: -8839705.000000 Penalty: 3862.411865
	Iteration 20F: 3 clusters Score -8839705 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 140045 members 
Entering Unmasked Estep 
Score: -8839709.000000 Penalty: 3862.411865
	Iteration 21Q: 3 clusters Score -8839709 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 140086 members 
Entering Unmasked Estep 
Score: -8839706.000000 Penalty: 3862.411865
	Iteration 22Q: 3 clusters Score -8839706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 140108 members 
Entering Unmasked Estep 
Score: -8839700.000000 Penalty: 3862.411865
	Iteration 23Q: 3 clusters Score -8839700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 140118 members 
Entering Unmasked Estep 
Score: -8839711.000000 Penalty: 3862.411865
	Iteration 24Q: 3 clusters Score -8839711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 140125 members 
Entering Unmasked Estep 
Score: -8839724.000000 Penalty: 3862.411865
	Iteration 25Q: 3 clusters Score -8839724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 140141 members 
Entering Unmasked Estep 
Score: -8839737.000000 Penalty: 3862.411865
	Iteration 26Q: 3 clusters Score -8839737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 140142 members 
Entering Unmasked Estep 
Score: -8839754.000000 Penalty: 3862.411865
	Iteration 27Q: 3 clusters Score -8839754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 140148 members 
Entering Unmasked Estep 
Score: -8839771.000000 Penalty: 3862.411865
	Iteration 28Q: 3 clusters Score -8839771 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 140155 members 
Entering Unmasked Estep 
Score: -8839762.000000 Penalty: 3862.411865
	Iteration 29Q: 3 clusters Score -8839762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 140159 members 
Entering Unmasked Estep 
Score: -8839756.000000 Penalty: 3862.411865
	Iteration 30Q: 3 clusters Score -8839756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 140159 members 
Entering Unmasked Estep 
Score: -8839756.000000 Penalty: 3862.411865
	Iteration 31Q: 3 clusters Score -8839756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 140161 members 
Entering Unmasked Estep 
Score: -8839761.000000 Penalty: 3862.411865
	Iteration 32Q: 3 clusters Score -8839761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 140161 members 
Entering Unmasked Estep 
Score: -8839758.000000 Penalty: 3862.411865
	Iteration 33Q: 3 clusters Score -8839758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 140157 members 
Entering Unmasked Estep 
Score: -8839747.000000 Penalty: 3862.411865
	Iteration 34Q: 3 clusters Score -8839747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 140159 members 
Entering Unmasked Estep 
Score: -8839760.000000 Penalty: 3862.411865
	Iteration 35Q: 3 clusters Score -8839760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 140163 members 
Entering Unmasked Estep 
Score: -8839762.000000 Penalty: 3862.411865
	Iteration 36Q: 3 clusters Score -8839762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -8839764.000000 Penalty: 3862.411865
	Iteration 37Q: 3 clusters Score -8839764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 140169 members 
Entering Unmasked Estep 
Score: -8839768.000000 Penalty: 3862.411865
	Iteration 38Q: 3 clusters Score -8839768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 140177 members 
Entering Unmasked Estep 
Score: -8839780.000000 Penalty: 3862.411865
	Iteration 39Q: 3 clusters Score -8839780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 140179 members 
Entering Unmasked Estep 
Score: -8839770.000000 Penalty: 3862.411865
	Iteration 40F: 3 clusters Score -8839770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 140184 members 
Entering Unmasked Estep 
Score: -8839780.000000 Penalty: 3862.411865
	Iteration 41Q: 3 clusters Score -8839780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 140185 members 
Entering Unmasked Estep 
Score: -8839785.000000 Penalty: 3862.411865
	Iteration 42Q: 3 clusters Score -8839785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 140187 members 
Entering Unmasked Estep 
Score: -8839779.000000 Penalty: 3862.411865
	Iteration 43Q: 3 clusters Score -8839779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 140189 members 
Entering Unmasked Estep 
Score: -8839772.000000 Penalty: 3862.411865
	Iteration 44Q: 3 clusters Score -8839772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 140191 members 
Entering Unmasked Estep 
Score: -8839777.000000 Penalty: 3862.411865
	Iteration 45Q: 3 clusters Score -8839777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 140190 members 
Entering Unmasked Estep 
Score: -8839784.000000 Penalty: 3862.411865
	Iteration 46Q: 3 clusters Score -8839784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 140188 members 
Entering Unmasked Estep 
Score: -8839785.000000 Penalty: 3862.411865
	Iteration 47Q: 3 clusters Score -8839785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 140189 members 
Entering Unmasked Estep 
Score: -8839778.000000 Penalty: 3862.411865
	Iteration 48Q: 3 clusters Score -8839778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 140189 members 
Entering Unmasked Estep 
Score: -8839778.000000 Penalty: 3862.411865
	Iteration 49F: 3 clusters Score -8839778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Entering Unmasked Estep 
Score: -695082.437500 Penalty: 1522.359985
	Iteration 0F: 2 clusters Score -695082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -686869.875000 Penalty: 3044.719971
	Iteration 0F: 3 clusters Score -686869.9 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -690053.937500 Penalty: 3044.719971
	Iteration 1F: 3 clusters Score -690053.9 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -690793.562500 Penalty: 3044.719971
	Iteration 2F: 3 clusters Score -690793.6 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -691510.000000 Penalty: 3044.719971
	Iteration 3F: 3 clusters Score -691510 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -692216.500000 Penalty: 3044.719971
	Iteration 4F: 3 clusters Score -692216.5 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -692752.875000 Penalty: 3044.719971
	Iteration 5F: 3 clusters Score -692752.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -693111.750000 Penalty: 3044.719971
	Iteration 6Q: 3 clusters Score -693111.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -693437.000000 Penalty: 3044.719971
	Iteration 7Q: 3 clusters Score -693437 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -693727.937500 Penalty: 3044.719971
	Iteration 8Q: 3 clusters Score -693727.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -694003.562500 Penalty: 3044.719971
	Iteration 9Q: 3 clusters Score -694003.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -694260.687500 Penalty: 3044.719971
	Iteration 10Q: 3 clusters Score -694260.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -694461.937500 Penalty: 3044.719971
	Iteration 11Q: 3 clusters Score -694461.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -694558.875000 Penalty: 3044.719971
	Iteration 12Q: 3 clusters Score -694558.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -694613.937500 Penalty: 3044.719971
	Iteration 13Q: 3 clusters Score -694613.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -694657.750000 Penalty: 3044.719971
	Iteration 14Q: 3 clusters Score -694657.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -694685.062500 Penalty: 3044.719971
	Iteration 15Q: 3 clusters Score -694685.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -694703.500000 Penalty: 3044.719971
	Iteration 16Q: 3 clusters Score -694703.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -694719.687500 Penalty: 3044.719971
	Iteration 17Q: 3 clusters Score -694719.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -694727.500000 Penalty: 3044.719971
	Iteration 18Q: 3 clusters Score -694727.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -694733.250000 Penalty: 3044.719971
	Iteration 19Q: 3 clusters Score -694733.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -694738.750000 Penalty: 3044.719971
	Iteration 20F: 3 clusters Score -694738.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -694741.687500 Penalty: 3044.719971
	Iteration 21Q: 3 clusters Score -694741.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -694743.875000 Penalty: 3044.719971
	Iteration 22Q: 3 clusters Score -694743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -694744.375000 Penalty: 3044.719971
	Iteration 23Q: 3 clusters Score -694744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -694743.312500 Penalty: 3044.719971
	Iteration 24Q: 3 clusters Score -694743.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -694744.250000 Penalty: 3044.719971
	Iteration 25Q: 3 clusters Score -694744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -694746.937500 Penalty: 3044.719971
	Iteration 26Q: 3 clusters Score -694746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -694747.250000 Penalty: 3044.719971
	Iteration 27Q: 3 clusters Score -694747.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -694750.812500 Penalty: 3044.719971
	Iteration 28Q: 3 clusters Score -694750.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -694749.250000 Penalty: 3044.719971
	Iteration 29Q: 3 clusters Score -694749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -694749.750000 Penalty: 3044.719971
	Iteration 30Q: 3 clusters Score -694749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -694749.500000 Penalty: 3044.719971
	Iteration 31Q: 3 clusters Score -694749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -694749.500000 Penalty: 3044.719971
	Iteration 32F: 3 clusters Score -694749.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Entering Unmasked Estep 
Score: -1784081.000000 Penalty: 1670.042847
	Iteration 0F: 2 clusters Score -1784081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1764458.250000 Penalty: 3340.085693
	Iteration 0F: 3 clusters Score -1764458 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1772204.125000 Penalty: 3340.085693
	Iteration 1F: 3 clusters Score -1772204 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1773332.000000 Penalty: 3340.085693
	Iteration 2F: 3 clusters Score -1773332 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1774741.500000 Penalty: 3340.085693
	Iteration 3F: 3 clusters Score -1774742 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -1776274.500000 Penalty: 3340.085693
	Iteration 4F: 3 clusters Score -1776274 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1777889.500000 Penalty: 3340.085693
	Iteration 5F: 3 clusters Score -1777890 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -1779481.125000 Penalty: 3340.085693
	Iteration 6F: 3 clusters Score -1779481 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -1780899.250000 Penalty: 3340.085693
	Iteration 7F: 3 clusters Score -1780899 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -1782128.375000 Penalty: 3340.085693
	Iteration 8Q: 3 clusters Score -1782128 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -1782845.250000 Penalty: 3340.085693
	Iteration 9Q: 3 clusters Score -1782845 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -1783137.500000 Penalty: 3340.085693
	Iteration 10Q: 3 clusters Score -1783138 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -1783333.500000 Penalty: 3340.085693
	Iteration 11Q: 3 clusters Score -1783334 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -1783448.875000 Penalty: 3340.085693
	Iteration 12Q: 3 clusters Score -1783449 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -1783552.000000 Penalty: 3340.085693
	Iteration 13Q: 3 clusters Score -1783552 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -1783630.875000 Penalty: 3340.085693
	Iteration 14Q: 3 clusters Score -1783631 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -1783678.625000 Penalty: 3340.085693
	Iteration 15Q: 3 clusters Score -1783679 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -1783737.500000 Penalty: 3340.085693
	Iteration 16Q: 3 clusters Score -1783738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -1783765.750000 Penalty: 3340.085693
	Iteration 17Q: 3 clusters Score -1783766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -1783788.500000 Penalty: 3340.085693
	Iteration 18Q: 3 clusters Score -1783788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -1783810.875000 Penalty: 3340.085693
	Iteration 19Q: 3 clusters Score -1783811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -1783827.500000 Penalty: 3340.085693
	Iteration 20F: 3 clusters Score -1783828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -1783841.875000 Penalty: 3340.085693
	Iteration 21Q: 3 clusters Score -1783842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -1783850.625000 Penalty: 3340.085693
	Iteration 22Q: 3 clusters Score -1783851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -1783856.375000 Penalty: 3340.085693
	Iteration 23Q: 3 clusters Score -1783856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -1783862.250000 Penalty: 3340.085693
	Iteration 24Q: 3 clusters Score -1783862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -1783865.750000 Penalty: 3340.085693
	Iteration 25Q: 3 clusters Score -1783866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -1783864.750000 Penalty: 3340.085693
	Iteration 26Q: 3 clusters Score -1783865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -1783865.250000 Penalty: 3340.085693
	Iteration 27Q: 3 clusters Score -1783865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -1783868.875000 Penalty: 3340.085693
	Iteration 28Q: 3 clusters Score -1783869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -1783868.250000 Penalty: 3340.085693
	Iteration 29Q: 3 clusters Score -1783868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -1783868.250000 Penalty: 3340.085693
	Iteration 30Q: 3 clusters Score -1783868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -1783866.625000 Penalty: 3340.085693
	Iteration 31Q: 3 clusters Score -1783867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -1783869.750000 Penalty: 3340.085693
	Iteration 32Q: 3 clusters Score -1783870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -1783870.125000 Penalty: 3340.085693
	Iteration 33Q: 3 clusters Score -1783870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -1783872.125000 Penalty: 3340.085693
	Iteration 34Q: 3 clusters Score -1783872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -1783871.750000 Penalty: 3340.085693
	Iteration 35Q: 3 clusters Score -1783872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -1783874.750000 Penalty: 3340.085693
	Iteration 36Q: 3 clusters Score -1783875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -1783874.125000 Penalty: 3340.085693
	Iteration 37Q: 3 clusters Score -1783874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -1783878.750000 Penalty: 3340.085693
	Iteration 38Q: 3 clusters Score -1783879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -1783878.375000 Penalty: 3340.085693
	Iteration 39Q: 3 clusters Score -1783878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -1783880.500000 Penalty: 3340.085693
	Iteration 40F: 3 clusters Score -1783880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -1783882.000000 Penalty: 3340.085693
	Iteration 41Q: 3 clusters Score -1783882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -1783881.375000 Penalty: 3340.085693
	Iteration 42Q: 3 clusters Score -1783881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -1783879.750000 Penalty: 3340.085693
	Iteration 43Q: 3 clusters Score -1783880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -1783882.000000 Penalty: 3340.085693
	Iteration 44Q: 3 clusters Score -1783882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -1783883.625000 Penalty: 3340.085693
	Iteration 45Q: 3 clusters Score -1783884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -1783887.625000 Penalty: 3340.085693
	Iteration 46Q: 3 clusters Score -1783888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -1783892.875000 Penalty: 3340.085693
	Iteration 47Q: 3 clusters Score -1783893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -1783893.000000 Penalty: 3340.085693
	Iteration 48Q: 3 clusters Score -1783893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -1783894.875000 Penalty: 3340.085693
	Iteration 49Q: 3 clusters Score -1783895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -1783895.375000 Penalty: 3340.085693
	Iteration 50Q: 3 clusters Score -1783895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -1783893.625000 Penalty: 3340.085693
	Iteration 51Q: 3 clusters Score -1783894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -1783893.625000 Penalty: 3340.085693
	Iteration 52F: 3 clusters Score -1783894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Entering Unmasked Estep 
Score: -188202.640625 Penalty: 1307.668335
	Iteration 0F: 2 clusters Score -188202.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -185441.687500 Penalty: 2615.336670
	Iteration 0F: 3 clusters Score -185441.7 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -186415.968750 Penalty: 2615.336670
	Iteration 1F: 3 clusters Score -186416 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -186795.968750 Penalty: 2615.336670
	Iteration 2F: 3 clusters Score -186796 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -187185.671875 Penalty: 2615.336670
	Iteration 3F: 3 clusters Score -187185.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -187429.453125 Penalty: 2615.336670
	Iteration 4F: 3 clusters Score -187429.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -187593.828125 Penalty: 2615.336670
	Iteration 5F: 3 clusters Score -187593.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -187694.875000 Penalty: 2615.336670
	Iteration 6Q: 3 clusters Score -187694.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -187772.984375 Penalty: 2615.336670
	Iteration 7Q: 3 clusters Score -187773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -187847.390625 Penalty: 2615.336670
	Iteration 8Q: 3 clusters Score -187847.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -187902.187500 Penalty: 2615.336670
	Iteration 9Q: 3 clusters Score -187902.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -187937.156250 Penalty: 2615.336670
	Iteration 10Q: 3 clusters Score -187937.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -187977.546875 Penalty: 2615.336670
	Iteration 11Q: 3 clusters Score -187977.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -188028.937500 Penalty: 2615.336670
	Iteration 12Q: 3 clusters Score -188028.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -188070.609375 Penalty: 2615.336670
	Iteration 13Q: 3 clusters Score -188070.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -188117.000000 Penalty: 2615.336670
	Iteration 14Q: 3 clusters Score -188117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -188144.656250 Penalty: 2615.336670
	Iteration 15Q: 3 clusters Score -188144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -188152.046875 Penalty: 2615.336670
	Iteration 16Q: 3 clusters Score -188152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -188156.296875 Penalty: 2615.336670
	Iteration 17Q: 3 clusters Score -188156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -188158.140625 Penalty: 2615.336670
	Iteration 18Q: 3 clusters Score -188158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -188159.031250 Penalty: 2615.336670
	Iteration 19Q: 3 clusters Score -188159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -188160.062500 Penalty: 2615.336670
	Iteration 20F: 3 clusters Score -188160.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Entering Unmasked Estep 
Score: -780197.562500 Penalty: 1531.740723
	Iteration 0F: 2 clusters Score -780197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -771560.062500 Penalty: 3063.481445
	Iteration 0F: 3 clusters Score -771560.1 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -774388.312500 Penalty: 3063.481445
	Iteration 1F: 3 clusters Score -774388.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -774659.812500 Penalty: 3063.481445
	Iteration 2F: 3 clusters Score -774659.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -774910.125000 Penalty: 3063.481445
	Iteration 3F: 3 clusters Score -774910.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -775119.000000 Penalty: 3063.481445
	Iteration 4Q: 3 clusters Score -775119 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -775314.187500 Penalty: 3063.481445
	Iteration 5Q: 3 clusters Score -775314.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -775516.750000 Penalty: 3063.481445
	Iteration 6Q: 3 clusters Score -775516.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -775722.375000 Penalty: 3063.481445
	Iteration 7Q: 3 clusters Score -775722.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -775990.500000 Penalty: 3063.481445
	Iteration 8Q: 3 clusters Score -775990.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -776374.437500 Penalty: 3063.481445
	Iteration 9Q: 3 clusters Score -776374.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -776863.125000 Penalty: 3063.481445
	Iteration 10F: 3 clusters Score -776863.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -777364.687500 Penalty: 3063.481445
	Iteration 11Q: 3 clusters Score -777364.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -777800.687500 Penalty: 3063.481445
	Iteration 12Q: 3 clusters Score -777800.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -778100.500000 Penalty: 3063.481445
	Iteration 13Q: 3 clusters Score -778100.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -778266.937500 Penalty: 3063.481445
	Iteration 14Q: 3 clusters Score -778266.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -778369.500000 Penalty: 3063.481445
	Iteration 15Q: 3 clusters Score -778369.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -778437.062500 Penalty: 3063.481445
	Iteration 16Q: 3 clusters Score -778437.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -778486.875000 Penalty: 3063.481445
	Iteration 17Q: 3 clusters Score -778486.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -778516.875000 Penalty: 3063.481445
	Iteration 18Q: 3 clusters Score -778516.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -778548.562500 Penalty: 3063.481445
	Iteration 19Q: 3 clusters Score -778548.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -778579.687500 Penalty: 3063.481445
	Iteration 20F: 3 clusters Score -778579.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -778610.687500 Penalty: 3063.481445
	Iteration 21Q: 3 clusters Score -778610.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -778640.187500 Penalty: 3063.481445
	Iteration 22Q: 3 clusters Score -778640.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -778667.937500 Penalty: 3063.481445
	Iteration 23Q: 3 clusters Score -778667.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -778704.187500 Penalty: 3063.481445
	Iteration 24Q: 3 clusters Score -778704.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -778729.500000 Penalty: 3063.481445
	Iteration 25Q: 3 clusters Score -778729.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -778758.625000 Penalty: 3063.481445
	Iteration 26Q: 3 clusters Score -778758.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -778786.312500 Penalty: 3063.481445
	Iteration 27Q: 3 clusters Score -778786.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -778815.687500 Penalty: 3063.481445
	Iteration 28Q: 3 clusters Score -778815.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -778836.437500 Penalty: 3063.481445
	Iteration 29Q: 3 clusters Score -778836.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -778855.062500 Penalty: 3063.481445
	Iteration 30Q: 3 clusters Score -778855.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -778874.500000 Penalty: 3063.481445
	Iteration 31Q: 3 clusters Score -778874.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -778887.937500 Penalty: 3063.481445
	Iteration 32Q: 3 clusters Score -778887.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -778896.625000 Penalty: 3063.481445
	Iteration 33Q: 3 clusters Score -778896.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -778907.375000 Penalty: 3063.481445
	Iteration 34Q: 3 clusters Score -778907.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -778916.437500 Penalty: 3063.481445
	Iteration 35Q: 3 clusters Score -778916.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -778925.812500 Penalty: 3063.481445
	Iteration 36Q: 3 clusters Score -778925.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -778934.875000 Penalty: 3063.481445
	Iteration 37Q: 3 clusters Score -778934.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -778943.562500 Penalty: 3063.481445
	Iteration 38Q: 3 clusters Score -778943.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -778951.000000 Penalty: 3063.481445
	Iteration 39Q: 3 clusters Score -778951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -778957.062500 Penalty: 3063.481445
	Iteration 40F: 3 clusters Score -778957.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -778961.375000 Penalty: 3063.481445
	Iteration 41Q: 3 clusters Score -778961.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -778965.375000 Penalty: 3063.481445
	Iteration 42Q: 3 clusters Score -778965.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -778967.187500 Penalty: 3063.481445
	Iteration 43Q: 3 clusters Score -778967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -778970.250000 Penalty: 3063.481445
	Iteration 44Q: 3 clusters Score -778970.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -778972.187500 Penalty: 3063.481445
	Iteration 45Q: 3 clusters Score -778972.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -778973.437500 Penalty: 3063.481445
	Iteration 46Q: 3 clusters Score -778973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -778977.312500 Penalty: 3063.481445
	Iteration 47Q: 3 clusters Score -778977.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -778977.687500 Penalty: 3063.481445
	Iteration 48Q: 3 clusters Score -778977.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -778981.062500 Penalty: 3063.481445
	Iteration 49Q: 3 clusters Score -778981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -778982.125000 Penalty: 3063.481445
	Iteration 50Q: 3 clusters Score -778982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -778983.500000 Penalty: 3063.481445
	Iteration 51Q: 3 clusters Score -778983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -778983.875000 Penalty: 3063.481445
	Iteration 52Q: 3 clusters Score -778983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -778985.125000 Penalty: 3063.481445
	Iteration 53Q: 3 clusters Score -778985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -778987.125000 Penalty: 3063.481445
	Iteration 54Q: 3 clusters Score -778987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -778989.937500 Penalty: 3063.481445
	Iteration 55Q: 3 clusters Score -778989.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -778991.625000 Penalty: 3063.481445
	Iteration 56Q: 3 clusters Score -778991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -778994.375000 Penalty: 3063.481445
	Iteration 57Q: 3 clusters Score -778994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -778997.375000 Penalty: 3063.481445
	Iteration 58Q: 3 clusters Score -778997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -778998.875000 Penalty: 3063.481445
	Iteration 59Q: 3 clusters Score -778998.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -779001.500000 Penalty: 3063.481445
	Iteration 60F: 3 clusters Score -779001.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -779002.312500 Penalty: 3063.481445
	Iteration 61Q: 3 clusters Score -779002.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -779003.687500 Penalty: 3063.481445
	Iteration 62Q: 3 clusters Score -779003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -779003.687500 Penalty: 3063.481445
	Iteration 63F: 3 clusters Score -779003.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -107573.070312 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -107573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -105472.515625 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -105472.5 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -106083.531250 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -106083.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -106297.953125 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -106298 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -106469.007812 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -106469 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -106589.679688 Penalty: 2482.727295
	Iteration 4F: 3 clusters Score -106589.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -106690.656250 Penalty: 2482.727295
	Iteration 5Q: 3 clusters Score -106690.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -106765.273438 Penalty: 2482.727295
	Iteration 6Q: 3 clusters Score -106765.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106809.718750 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -106809.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106849.125000 Penalty: 2482.727295
	Iteration 8Q: 3 clusters Score -106849.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -106869.250000 Penalty: 2482.727295
	Iteration 9Q: 3 clusters Score -106869.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -106882.929688 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -106882.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -106897.031250 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -106897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -106903.414062 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -106903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106912.789062 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -106912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -106922.851562 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -106922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106927.539062 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -106927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -106939.359375 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -106939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106954.195312 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -106954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -106963.187500 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -106963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106971.929688 Penalty: 2482.727295
	Iteration 19Q: 3 clusters Score -106971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106980.234375 Penalty: 2482.727295
	Iteration 20F: 3 clusters Score -106980.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -106986.484375 Penalty: 2482.727295
	Iteration 21Q: 3 clusters Score -106986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106987.921875 Penalty: 2482.727295
	Iteration 22Q: 3 clusters Score -106987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106989.070312 Penalty: 2482.727295
	Iteration 23Q: 3 clusters Score -106989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106989.070312 Penalty: 2482.727295
	Iteration 24F: 3 clusters Score -106989.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -377767.062500 Penalty: 1418.105957
	Iteration 0F: 2 clusters Score -377767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -373010.093750 Penalty: 2836.211914
	Iteration 0F: 3 clusters Score -373010.1 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -374417.593750 Penalty: 2836.211914
	Iteration 1F: 3 clusters Score -374417.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -374620.312500 Penalty: 2836.211914
	Iteration 2F: 3 clusters Score -374620.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -374805.187500 Penalty: 2836.211914
	Iteration 3F: 3 clusters Score -374805.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -374974.781250 Penalty: 2836.211914
	Iteration 4Q: 3 clusters Score -374974.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -375122.406250 Penalty: 2836.211914
	Iteration 5Q: 3 clusters Score -375122.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -375290.843750 Penalty: 2836.211914
	Iteration 6Q: 3 clusters Score -375290.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -375489.687500 Penalty: 2836.211914
	Iteration 7Q: 3 clusters Score -375489.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -375718.250000 Penalty: 2836.211914
	Iteration 8F: 3 clusters Score -375718.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -375941.187500 Penalty: 2836.211914
	Iteration 9Q: 3 clusters Score -375941.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -376140.625000 Penalty: 2836.211914
	Iteration 10Q: 3 clusters Score -376140.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -376337.093750 Penalty: 2836.211914
	Iteration 11Q: 3 clusters Score -376337.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -376500.750000 Penalty: 2836.211914
	Iteration 12Q: 3 clusters Score -376500.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -376598.218750 Penalty: 2836.211914
	Iteration 13Q: 3 clusters Score -376598.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -376663.875000 Penalty: 2836.211914
	Iteration 14Q: 3 clusters Score -376663.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -376728.312500 Penalty: 2836.211914
	Iteration 15Q: 3 clusters Score -376728.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -376771.000000 Penalty: 2836.211914
	Iteration 16Q: 3 clusters Score -376771 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -376802.000000 Penalty: 2836.211914
	Iteration 17Q: 3 clusters Score -376802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -376828.875000 Penalty: 2836.211914
	Iteration 18Q: 3 clusters Score -376828.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -376842.250000 Penalty: 2836.211914
	Iteration 19Q: 3 clusters Score -376842.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -376855.812500 Penalty: 2836.211914
	Iteration 20F: 3 clusters Score -376855.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -376866.437500 Penalty: 2836.211914
	Iteration 21Q: 3 clusters Score -376866.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -376875.593750 Penalty: 2836.211914
	Iteration 22Q: 3 clusters Score -376875.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -376881.250000 Penalty: 2836.211914
	Iteration 23Q: 3 clusters Score -376881.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -376886.250000 Penalty: 2836.211914
	Iteration 24Q: 3 clusters Score -376886.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -376890.250000 Penalty: 2836.211914
	Iteration 25Q: 3 clusters Score -376890.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -376895.000000 Penalty: 2836.211914
	Iteration 26Q: 3 clusters Score -376895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -376903.281250 Penalty: 2836.211914
	Iteration 27Q: 3 clusters Score -376903.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -376912.500000 Penalty: 2836.211914
	Iteration 28Q: 3 clusters Score -376912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -376917.187500 Penalty: 2836.211914
	Iteration 29Q: 3 clusters Score -376917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -376920.281250 Penalty: 2836.211914
	Iteration 30Q: 3 clusters Score -376920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -376927.281250 Penalty: 2836.211914
	Iteration 31Q: 3 clusters Score -376927.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -376933.562500 Penalty: 2836.211914
	Iteration 32Q: 3 clusters Score -376933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -376936.781250 Penalty: 2836.211914
	Iteration 33Q: 3 clusters Score -376936.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -376941.375000 Penalty: 2836.211914
	Iteration 34Q: 3 clusters Score -376941.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -376947.375000 Penalty: 2836.211914
	Iteration 35Q: 3 clusters Score -376947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -376951.406250 Penalty: 2836.211914
	Iteration 36Q: 3 clusters Score -376951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -376954.156250 Penalty: 2836.211914
	Iteration 37Q: 3 clusters Score -376954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -376955.093750 Penalty: 2836.211914
	Iteration 38Q: 3 clusters Score -376955.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -376954.906250 Penalty: 2836.211914
	Iteration 39Q: 3 clusters Score -376954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -376954.906250 Penalty: 2836.211914
	Iteration 40F: 3 clusters Score -376954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Entering Unmasked Estep 
Score: -1528862.875000 Penalty: 1640.882324
	Iteration 0F: 2 clusters Score -1528863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1512345.625000 Penalty: 3281.764648
	Iteration 0F: 3 clusters Score -1512346 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1518635.500000 Penalty: 3281.764648
	Iteration 1F: 3 clusters Score -1518636 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1519154.125000 Penalty: 3281.764648
	Iteration 2F: 3 clusters Score -1519154 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1519710.375000 Penalty: 3281.764648
	Iteration 3Q: 3 clusters Score -1519710 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1520331.625000 Penalty: 3281.764648
	Iteration 4F: 3 clusters Score -1520332 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1520996.875000 Penalty: 3281.764648
	Iteration 5Q: 3 clusters Score -1520997 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1521773.125000 Penalty: 3281.764648
	Iteration 6F: 3 clusters Score -1521773 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1522580.875000 Penalty: 3281.764648
	Iteration 7F: 3 clusters Score -1522581 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1523320.625000 Penalty: 3281.764648
	Iteration 8F: 3 clusters Score -1523321 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1523879.000000 Penalty: 3281.764648
	Iteration 9Q: 3 clusters Score -1523879 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1524255.125000 Penalty: 3281.764648
	Iteration 10Q: 3 clusters Score -1524255 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1524476.000000 Penalty: 3281.764648
	Iteration 11Q: 3 clusters Score -1524476 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1524618.875000 Penalty: 3281.764648
	Iteration 12Q: 3 clusters Score -1524619 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1524720.625000 Penalty: 3281.764648
	Iteration 13Q: 3 clusters Score -1524721 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1524782.125000 Penalty: 3281.764648
	Iteration 14Q: 3 clusters Score -1524782 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1524849.625000 Penalty: 3281.764648
	Iteration 15Q: 3 clusters Score -1524850 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1524907.500000 Penalty: 3281.764648
	Iteration 16Q: 3 clusters Score -1524908 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1524968.500000 Penalty: 3281.764648
	Iteration 17Q: 3 clusters Score -1524968 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1525022.250000 Penalty: 3281.764648
	Iteration 18Q: 3 clusters Score -1525022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1525064.125000 Penalty: 3281.764648
	Iteration 19Q: 3 clusters Score -1525064 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1525100.500000 Penalty: 3281.764648
	Iteration 20F: 3 clusters Score -1525100 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1525135.375000 Penalty: 3281.764648
	Iteration 21Q: 3 clusters Score -1525135 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1525162.125000 Penalty: 3281.764648
	Iteration 22Q: 3 clusters Score -1525162 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1525180.250000 Penalty: 3281.764648
	Iteration 23Q: 3 clusters Score -1525180 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1525207.500000 Penalty: 3281.764648
	Iteration 24Q: 3 clusters Score -1525208 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1525222.250000 Penalty: 3281.764648
	Iteration 25Q: 3 clusters Score -1525222 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1525247.250000 Penalty: 3281.764648
	Iteration 26Q: 3 clusters Score -1525247 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1525267.750000 Penalty: 3281.764648
	Iteration 27Q: 3 clusters Score -1525268 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1525287.250000 Penalty: 3281.764648
	Iteration 28Q: 3 clusters Score -1525287 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1525309.875000 Penalty: 3281.764648
	Iteration 29Q: 3 clusters Score -1525310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1525321.375000 Penalty: 3281.764648
	Iteration 30Q: 3 clusters Score -1525321 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1525339.875000 Penalty: 3281.764648
	Iteration 31Q: 3 clusters Score -1525340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1525364.000000 Penalty: 3281.764648
	Iteration 32Q: 3 clusters Score -1525364 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1525377 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1525412.625000 Penalty: 3281.764648
	Iteration 34Q: 3 clusters Score -1525413 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1525438 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1525462.250000 Penalty: 3281.764648
	Iteration 36Q: 3 clusters Score -1525462 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1525492.500000 Penalty: 3281.764648
	Iteration 37Q: 3 clusters Score -1525492 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1525512.875000 Penalty: 3281.764648
	Iteration 38Q: 3 clusters Score -1525513 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1525536.625000 Penalty: 3281.764648
	Iteration 39Q: 3 clusters Score -1525537 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1525555.000000 Penalty: 3281.764648
	Iteration 40F: 3 clusters Score -1525555 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1525573.750000 Penalty: 3281.764648
	Iteration 41Q: 3 clusters Score -1525574 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1525593.375000 Penalty: 3281.764648
	Iteration 42Q: 3 clusters Score -1525593 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1525620.875000 Penalty: 3281.764648
	Iteration 43Q: 3 clusters Score -1525621 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1525645.000000 Penalty: 3281.764648
	Iteration 44Q: 3 clusters Score -1525645 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1525672.875000 Penalty: 3281.764648
	Iteration 45Q: 3 clusters Score -1525673 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1525703.125000 Penalty: 3281.764648
	Iteration 46Q: 3 clusters Score -1525703 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1525728.875000 Penalty: 3281.764648
	Iteration 47Q: 3 clusters Score -1525729 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1525761.250000 Penalty: 3281.764648
	Iteration 48Q: 3 clusters Score -1525761 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1525800.875000 Penalty: 3281.764648
	Iteration 49Q: 3 clusters Score -1525801 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1525833.125000 Penalty: 3281.764648
	Iteration 50Q: 3 clusters Score -1525833 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1525862.875000 Penalty: 3281.764648
	Iteration 51Q: 3 clusters Score -1525863 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -1525904.875000 Penalty: 3281.764648
	Iteration 52Q: 3 clusters Score -1525905 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -1525950.375000 Penalty: 3281.764648
	Iteration 53Q: 3 clusters Score -1525950 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1525996.125000 Penalty: 3281.764648
	Iteration 54Q: 3 clusters Score -1525996 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1526049.000000 Penalty: 3281.764648
	Iteration 55Q: 3 clusters Score -1526049 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1526086.125000 Penalty: 3281.764648
	Iteration 56Q: 3 clusters Score -1526086 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -1526139.125000 Penalty: 3281.764648
	Iteration 57Q: 3 clusters Score -1526139 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -1526197.500000 Penalty: 3281.764648
	Iteration 58Q: 3 clusters Score -1526198 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1526262.375000 Penalty: 3281.764648
	Iteration 59Q: 3 clusters Score -1526262 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -1526319.500000 Penalty: 3281.764648
	Iteration 60F: 3 clusters Score -1526320 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -1526384.625000 Penalty: 3281.764648
	Iteration 61Q: 3 clusters Score -1526385 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -1526441.125000 Penalty: 3281.764648
	Iteration 62Q: 3 clusters Score -1526441 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -1526502.375000 Penalty: 3281.764648
	Iteration 63Q: 3 clusters Score -1526502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -1526571.500000 Penalty: 3281.764648
	Iteration 64Q: 3 clusters Score -1526572 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -1526650.500000 Penalty: 3281.764648
	Iteration 65Q: 3 clusters Score -1526650 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1526718.125000 Penalty: 3281.764648
	Iteration 66Q: 3 clusters Score -1526718 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -1526782.375000 Penalty: 3281.764648
	Iteration 67Q: 3 clusters Score -1526782 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -1526849.125000 Penalty: 3281.764648
	Iteration 68Q: 3 clusters Score -1526849 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -1526921.500000 Penalty: 3281.764648
	Iteration 69Q: 3 clusters Score -1526922 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -1526989.500000 Penalty: 3281.764648
	Iteration 70Q: 3 clusters Score -1526990 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -1527047.875000 Penalty: 3281.764648
	Iteration 71Q: 3 clusters Score -1527048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -1527096.750000 Penalty: 3281.764648
	Iteration 72Q: 3 clusters Score -1527097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -1527145.250000 Penalty: 3281.764648
	Iteration 73Q: 3 clusters Score -1527145 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -1527188.125000 Penalty: 3281.764648
	Iteration 74Q: 3 clusters Score -1527188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -1527221.000000 Penalty: 3281.764648
	Iteration 75Q: 3 clusters Score -1527221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -1527249.625000 Penalty: 3281.764648
	Iteration 76Q: 3 clusters Score -1527250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -1527264.875000 Penalty: 3281.764648
	Iteration 77Q: 3 clusters Score -1527265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -1527280.750000 Penalty: 3281.764648
	Iteration 78Q: 3 clusters Score -1527281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -1527288.500000 Penalty: 3281.764648
	Iteration 79Q: 3 clusters Score -1527288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -1527298.625000 Penalty: 3281.764648
	Iteration 80F: 3 clusters Score -1527299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -1527308.375000 Penalty: 3281.764648
	Iteration 81Q: 3 clusters Score -1527308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -1527320.125000 Penalty: 3281.764648
	Iteration 82Q: 3 clusters Score -1527320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -1527334.375000 Penalty: 3281.764648
	Iteration 83Q: 3 clusters Score -1527334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -1527341.250000 Penalty: 3281.764648
	Iteration 84Q: 3 clusters Score -1527341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -1527346.375000 Penalty: 3281.764648
	Iteration 85Q: 3 clusters Score -1527346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -1527349.125000 Penalty: 3281.764648
	Iteration 86Q: 3 clusters Score -1527349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -1527354.750000 Penalty: 3281.764648
	Iteration 87Q: 3 clusters Score -1527355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -1527365.125000 Penalty: 3281.764648
	Iteration 88Q: 3 clusters Score -1527365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -1527367.750000 Penalty: 3281.764648
	Iteration 89Q: 3 clusters Score -1527368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -1527376.125000 Penalty: 3281.764648
	Iteration 90Q: 3 clusters Score -1527376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -1527376.750000 Penalty: 3281.764648
	Iteration 91Q: 3 clusters Score -1527377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -1527380.375000 Penalty: 3281.764648
	Iteration 92Q: 3 clusters Score -1527380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -1527383.875000 Penalty: 3281.764648
	Iteration 93Q: 3 clusters Score -1527384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -1527389.625000 Penalty: 3281.764648
	Iteration 94Q: 3 clusters Score -1527390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -1527394.750000 Penalty: 3281.764648
	Iteration 95Q: 3 clusters Score -1527395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -1527397.000000 Penalty: 3281.764648
	Iteration 96Q: 3 clusters Score -1527397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -1527399.375000 Penalty: 3281.764648
	Iteration 97Q: 3 clusters Score -1527399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -1527401.000000 Penalty: 3281.764648
	Iteration 98Q: 3 clusters Score -1527401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -1527408.375000 Penalty: 3281.764648
	Iteration 99Q: 3 clusters Score -1527408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -1527414.250000 Penalty: 3281.764648
	Iteration 100F: 3 clusters Score -1527414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -1527419.250000 Penalty: 3281.764648
	Iteration 101Q: 3 clusters Score -1527419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -1527425.625000 Penalty: 3281.764648
	Iteration 102Q: 3 clusters Score -1527426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -1527426.000000 Penalty: 3281.764648
	Iteration 103Q: 3 clusters Score -1527426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -1527431.250000 Penalty: 3281.764648
	Iteration 104Q: 3 clusters Score -1527431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -1527432.625000 Penalty: 3281.764648
	Iteration 105Q: 3 clusters Score -1527433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -1527436.500000 Penalty: 3281.764648
	Iteration 106Q: 3 clusters Score -1527436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -1527439.750000 Penalty: 3281.764648
	Iteration 107Q: 3 clusters Score -1527440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -1527440.375000 Penalty: 3281.764648
	Iteration 108Q: 3 clusters Score -1527440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -1527442.625000 Penalty: 3281.764648
	Iteration 109Q: 3 clusters Score -1527443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -1527442.875000 Penalty: 3281.764648
	Iteration 110Q: 3 clusters Score -1527443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -1527444.375000 Penalty: 3281.764648
	Iteration 111Q: 3 clusters Score -1527444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -1527444.375000 Penalty: 3281.764648
	Iteration 112F: 3 clusters Score -1527444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Entering Unmasked Estep 
Score: -1812018.875000 Penalty: 1673.385498
	Iteration 0F: 2 clusters Score -1812019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1792088.250000 Penalty: 3346.770996
	Iteration 0F: 3 clusters Score -1792088 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1799524.250000 Penalty: 3346.770996
	Iteration 1F: 3 clusters Score -1799524 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1799912.000000 Penalty: 3346.770996
	Iteration 2Q: 3 clusters Score -1799912 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1800329.125000 Penalty: 3346.770996
	Iteration 3Q: 3 clusters Score -1800329 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1800820.000000 Penalty: 3346.770996
	Iteration 4Q: 3 clusters Score -1800820 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1801514.875000 Penalty: 3346.770996
	Iteration 5Q: 3 clusters Score -1801515 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1802457.000000 Penalty: 3346.770996
	Iteration 6F: 3 clusters Score -1802457 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1803612.750000 Penalty: 3346.770996
	Iteration 7F: 3 clusters Score -1803613 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1804894.000000 Penalty: 3346.770996
	Iteration 8F: 3 clusters Score -1804894 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1806137.625000 Penalty: 3346.770996
	Iteration 9F: 3 clusters Score -1806138 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1807212.125000 Penalty: 3346.770996
	Iteration 10Q: 3 clusters Score -1807212 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1808082.250000 Penalty: 3346.770996
	Iteration 11Q: 3 clusters Score -1808082 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1808753.750000 Penalty: 3346.770996
	Iteration 12Q: 3 clusters Score -1808754 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1809259.375000 Penalty: 3346.770996
	Iteration 13Q: 3 clusters Score -1809259 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1809626.875000 Penalty: 3346.770996
	Iteration 14Q: 3 clusters Score -1809627 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1809913.250000 Penalty: 3346.770996
	Iteration 15Q: 3 clusters Score -1809913 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1810128.125000 Penalty: 3346.770996
	Iteration 16Q: 3 clusters Score -1810128 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1810266.125000 Penalty: 3346.770996
	Iteration 17Q: 3 clusters Score -1810266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1810363.875000 Penalty: 3346.770996
	Iteration 18Q: 3 clusters Score -1810364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1810413.625000 Penalty: 3346.770996
	Iteration 19Q: 3 clusters Score -1810414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1810442.250000 Penalty: 3346.770996
	Iteration 20F: 3 clusters Score -1810442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1810464.250000 Penalty: 3346.770996
	Iteration 21Q: 3 clusters Score -1810464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1810490.375000 Penalty: 3346.770996
	Iteration 22Q: 3 clusters Score -1810490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1810509.875000 Penalty: 3346.770996
	Iteration 23Q: 3 clusters Score -1810510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1810522.625000 Penalty: 3346.770996
	Iteration 24Q: 3 clusters Score -1810523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1810532.000000 Penalty: 3346.770996
	Iteration 25Q: 3 clusters Score -1810532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1810539.500000 Penalty: 3346.770996
	Iteration 26Q: 3 clusters Score -1810540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1810544.625000 Penalty: 3346.770996
	Iteration 27Q: 3 clusters Score -1810545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1810551.875000 Penalty: 3346.770996
	Iteration 28Q: 3 clusters Score -1810552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1810562.375000 Penalty: 3346.770996
	Iteration 29Q: 3 clusters Score -1810562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1810566.250000 Penalty: 3346.770996
	Iteration 30Q: 3 clusters Score -1810566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1810572.250000 Penalty: 3346.770996
	Iteration 31Q: 3 clusters Score -1810572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1810573.125000 Penalty: 3346.770996
	Iteration 32Q: 3 clusters Score -1810573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1810573.875000 Penalty: 3346.770996
	Iteration 33Q: 3 clusters Score -1810574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1810574.750000 Penalty: 3346.770996
	Iteration 34Q: 3 clusters Score -1810575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1810575.500000 Penalty: 3346.770996
	Iteration 35Q: 3 clusters Score -1810576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1810578.000000 Penalty: 3346.770996
	Iteration 36Q: 3 clusters Score -1810578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1810576.750000 Penalty: 3346.770996
	Iteration 37Q: 3 clusters Score -1810577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1810580.500000 Penalty: 3346.770996
	Iteration 38Q: 3 clusters Score -1810580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1810578.500000 Penalty: 3346.770996
	Iteration 39Q: 3 clusters Score -1810578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1810580.875000 Penalty: 3346.770996
	Iteration 40F: 3 clusters Score -1810581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1810581.125000 Penalty: 3346.770996
	Iteration 41Q: 3 clusters Score -1810581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1810581.125000 Penalty: 3346.770996
	Iteration 42F: 3 clusters Score -1810581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Entering Unmasked Estep 
Score: -1099526.125000 Penalty: 1587.394897
	Iteration 0F: 2 clusters Score -1099526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1087504.625000 Penalty: 3174.789795
	Iteration 0F: 3 clusters Score -1087505 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1091696.250000 Penalty: 3174.789795
	Iteration 1F: 3 clusters Score -1091696 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1091989.250000 Penalty: 3174.789795
	Iteration 2F: 3 clusters Score -1091989 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1092284.875000 Penalty: 3174.789795
	Iteration 3Q: 3 clusters Score -1092285 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1092553.500000 Penalty: 3174.789795
	Iteration 4Q: 3 clusters Score -1092554 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1092808.500000 Penalty: 3174.789795
	Iteration 5Q: 3 clusters Score -1092808 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1093070.625000 Penalty: 3174.789795
	Iteration 6Q: 3 clusters Score -1093071 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1093458.500000 Penalty: 3174.789795
	Iteration 7Q: 3 clusters Score -1093458 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1093981.500000 Penalty: 3174.789795
	Iteration 8Q: 3 clusters Score -1093982 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1094596.875000 Penalty: 3174.789795
	Iteration 9Q: 3 clusters Score -1094597 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1095244.375000 Penalty: 3174.789795
	Iteration 10Q: 3 clusters Score -1095244 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1095808.000000 Penalty: 3174.789795
	Iteration 11Q: 3 clusters Score -1095808 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1096326.000000 Penalty: 3174.789795
	Iteration 12Q: 3 clusters Score -1096326 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1096659.250000 Penalty: 3174.789795
	Iteration 13Q: 3 clusters Score -1096659 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1096872.875000 Penalty: 3174.789795
	Iteration 14Q: 3 clusters Score -1096873 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1097064.500000 Penalty: 3174.789795
	Iteration 15Q: 3 clusters Score -1097064 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1097223.250000 Penalty: 3174.789795
	Iteration 16Q: 3 clusters Score -1097223 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1097356.875000 Penalty: 3174.789795
	Iteration 17Q: 3 clusters Score -1097357 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1097489.750000 Penalty: 3174.789795
	Iteration 18Q: 3 clusters Score -1097490 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1097617.625000 Penalty: 3174.789795
	Iteration 19Q: 3 clusters Score -1097618 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1097718.000000 Penalty: 3174.789795
	Iteration 20F: 3 clusters Score -1097718 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1097806.250000 Penalty: 3174.789795
	Iteration 21Q: 3 clusters Score -1097806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1097881.500000 Penalty: 3174.789795
	Iteration 22Q: 3 clusters Score -1097882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1097935.000000 Penalty: 3174.789795
	Iteration 23Q: 3 clusters Score -1097935 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1097974.000000 Penalty: 3174.789795
	Iteration 24Q: 3 clusters Score -1097974 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1098016.125000 Penalty: 3174.789795
	Iteration 25Q: 3 clusters Score -1098016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1098053.250000 Penalty: 3174.789795
	Iteration 26Q: 3 clusters Score -1098053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1098080.125000 Penalty: 3174.789795
	Iteration 27Q: 3 clusters Score -1098080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1098099.625000 Penalty: 3174.789795
	Iteration 28Q: 3 clusters Score -1098100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1098113.375000 Penalty: 3174.789795
	Iteration 29Q: 3 clusters Score -1098113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1098117.250000 Penalty: 3174.789795
	Iteration 30Q: 3 clusters Score -1098117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1098125.625000 Penalty: 3174.789795
	Iteration 31Q: 3 clusters Score -1098126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1098134.125000 Penalty: 3174.789795
	Iteration 32Q: 3 clusters Score -1098134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1098140.375000 Penalty: 3174.789795
	Iteration 33Q: 3 clusters Score -1098140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1098144.250000 Penalty: 3174.789795
	Iteration 34Q: 3 clusters Score -1098144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1098153.125000 Penalty: 3174.789795
	Iteration 35Q: 3 clusters Score -1098153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1098155.625000 Penalty: 3174.789795
	Iteration 36Q: 3 clusters Score -1098156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1098157.875000 Penalty: 3174.789795
	Iteration 37Q: 3 clusters Score -1098158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1098161.750000 Penalty: 3174.789795
	Iteration 38Q: 3 clusters Score -1098162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1098169.625000 Penalty: 3174.789795
	Iteration 39Q: 3 clusters Score -1098170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1098173.250000 Penalty: 3174.789795
	Iteration 40F: 3 clusters Score -1098173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1098176.500000 Penalty: 3174.789795
	Iteration 41Q: 3 clusters Score -1098176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1098179.500000 Penalty: 3174.789795
	Iteration 42Q: 3 clusters Score -1098180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1098184.875000 Penalty: 3174.789795
	Iteration 43Q: 3 clusters Score -1098185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1098187.625000 Penalty: 3174.789795
	Iteration 44Q: 3 clusters Score -1098188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1098189.250000 Penalty: 3174.789795
	Iteration 45Q: 3 clusters Score -1098189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1098191.000000 Penalty: 3174.789795
	Iteration 46Q: 3 clusters Score -1098191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1098198.125000 Penalty: 3174.789795
	Iteration 47Q: 3 clusters Score -1098198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1098200.250000 Penalty: 3174.789795
	Iteration 48Q: 3 clusters Score -1098200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1098202.000000 Penalty: 3174.789795
	Iteration 49Q: 3 clusters Score -1098202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1098203.000000 Penalty: 3174.789795
	Iteration 50Q: 3 clusters Score -1098203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1098207.375000 Penalty: 3174.789795
	Iteration 51Q: 3 clusters Score -1098207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1098208.500000 Penalty: 3174.789795
	Iteration 52Q: 3 clusters Score -1098208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1098208.750000 Penalty: 3174.789795
	Iteration 53Q: 3 clusters Score -1098209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1098211.625000 Penalty: 3174.789795
	Iteration 54Q: 3 clusters Score -1098212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1098213.375000 Penalty: 3174.789795
	Iteration 55Q: 3 clusters Score -1098213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1098218.125000 Penalty: 3174.789795
	Iteration 56Q: 3 clusters Score -1098218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1098220.375000 Penalty: 3174.789795
	Iteration 57Q: 3 clusters Score -1098220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1098228.375000 Penalty: 3174.789795
	Iteration 58Q: 3 clusters Score -1098228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1098234.125000 Penalty: 3174.789795
	Iteration 59Q: 3 clusters Score -1098234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1098239.875000 Penalty: 3174.789795
	Iteration 60F: 3 clusters Score -1098240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1098245.750000 Penalty: 3174.789795
	Iteration 61Q: 3 clusters Score -1098246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1098254.625000 Penalty: 3174.789795
	Iteration 62Q: 3 clusters Score -1098255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1098258.000000 Penalty: 3174.789795
	Iteration 63Q: 3 clusters Score -1098258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1098258.500000 Penalty: 3174.789795
	Iteration 64Q: 3 clusters Score -1098258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1098259.000000 Penalty: 3174.789795
	Iteration 65Q: 3 clusters Score -1098259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1098263.625000 Penalty: 3174.789795
	Iteration 66Q: 3 clusters Score -1098264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1098265.500000 Penalty: 3174.789795
	Iteration 67Q: 3 clusters Score -1098266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1098265.375000 Penalty: 3174.789795
	Iteration 68Q: 3 clusters Score -1098265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1098266.750000 Penalty: 3174.789795
	Iteration 69Q: 3 clusters Score -1098267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1098266.750000 Penalty: 3174.789795
	Iteration 70F: 3 clusters Score -1098267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101582 members 
Entering Unmasked Estep 
Score: -6268029.500000 Penalty: 1873.401001
	Iteration 0F: 2 clusters Score -6268030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -6199965.000000 Penalty: 3746.802002
	Iteration 0F: 3 clusters Score -6199965 nChanged 48662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -6228072.500000 Penalty: 3746.802002
	Iteration 1F: 3 clusters Score -6228072 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -6228994.000000 Penalty: 3746.802002
	Iteration 2Q: 3 clusters Score -6228994 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -6230578.000000 Penalty: 3746.802002
	Iteration 3Q: 3 clusters Score -6230578 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -6233254.000000 Penalty: 3746.802002
	Iteration 4F: 3 clusters Score -6233254 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -6238117.000000 Penalty: 3746.802002
	Iteration 5F: 3 clusters Score -6238117 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -6246252.500000 Penalty: 3746.802002
	Iteration 6F: 3 clusters Score -6246252 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -6255884.500000 Penalty: 3746.802002
	Iteration 7F: 3 clusters Score -6255884 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -6262686.000000 Penalty: 3746.802002
	Iteration 8F: 3 clusters Score -6262686 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
Score: -6265350.500000 Penalty: 3746.802002
	Iteration 9Q: 3 clusters Score -6265350 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -6266024.500000 Penalty: 3746.802002
	Iteration 10Q: 3 clusters Score -6266024 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -6266223.000000 Penalty: 3746.802002
	Iteration 11Q: 3 clusters Score -6266223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101454 members 
Entering Unmasked Estep 
Score: -6266290.500000 Penalty: 3746.802002
	Iteration 12Q: 3 clusters Score -6266290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 101461 members 
Entering Unmasked Estep 
Score: -6266311.500000 Penalty: 3746.802002
	Iteration 13Q: 3 clusters Score -6266312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -6266325.000000 Penalty: 3746.802002
	Iteration 14Q: 3 clusters Score -6266325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -6266327.000000 Penalty: 3746.802002
	Iteration 15Q: 3 clusters Score -6266327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -6266325.000000 Penalty: 3746.802002
	Iteration 16Q: 3 clusters Score -6266325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -6266325.500000 Penalty: 3746.802002
	Iteration 17Q: 3 clusters Score -6266326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -6266325.500000 Penalty: 3746.802002
	Iteration 18F: 3 clusters Score -6266326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -167740.140625 Penalty: 1304.623901
	Iteration 0F: 2 clusters Score -167740.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -165020.312500 Penalty: 2609.247803
	Iteration 0F: 3 clusters Score -165020.3 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -165887.125000 Penalty: 2609.247803
	Iteration 1F: 3 clusters Score -165887.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -166236.296875 Penalty: 2609.247803
	Iteration 2F: 3 clusters Score -166236.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -166564.578125 Penalty: 2609.247803
	Iteration 3F: 3 clusters Score -166564.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -166843.812500 Penalty: 2609.247803
	Iteration 4F: 3 clusters Score -166843.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -167054.671875 Penalty: 2609.247803
	Iteration 5F: 3 clusters Score -167054.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -167199.078125 Penalty: 2609.247803
	Iteration 6Q: 3 clusters Score -167199.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -167286.312500 Penalty: 2609.247803
	Iteration 7Q: 3 clusters Score -167286.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -167342.375000 Penalty: 2609.247803
	Iteration 8Q: 3 clusters Score -167342.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -167370.593750 Penalty: 2609.247803
	Iteration 9Q: 3 clusters Score -167370.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -167384.593750 Penalty: 2609.247803
	Iteration 10Q: 3 clusters Score -167384.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -167390.484375 Penalty: 2609.247803
	Iteration 11Q: 3 clusters Score -167390.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -167394.312500 Penalty: 2609.247803
	Iteration 12Q: 3 clusters Score -167394.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -167396.562500 Penalty: 2609.247803
	Iteration 13Q: 3 clusters Score -167396.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -167398.156250 Penalty: 2609.247803
	Iteration 14Q: 3 clusters Score -167398.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -167401.078125 Penalty: 2609.247803
	Iteration 15Q: 3 clusters Score -167401.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -167403.578125 Penalty: 2609.247803
	Iteration 16Q: 3 clusters Score -167403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -167405.046875 Penalty: 2609.247803
	Iteration 17Q: 3 clusters Score -167405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -167406.359375 Penalty: 2609.247803
	Iteration 18Q: 3 clusters Score -167406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -167408.046875 Penalty: 2609.247803
	Iteration 19Q: 3 clusters Score -167408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -167408.046875 Penalty: 2609.247803
	Iteration 20F: 3 clusters Score -167408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -60162.300781 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -60162.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -58692.218750 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -58692.22 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58945.363281 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -58945.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59006.398438 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -59006.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -59037.089844 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -59037.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -59050.656250 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -59050.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -59059.855469 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -59059.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59065.214844 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -59065.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59066.394531 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -59066.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59068.187500 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -59068.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -59069.257812 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -59069.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59069.664062 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -59069.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -59070.261719 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -59070.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -59071.742188 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -59071.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59072.648438 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -59072.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59072.648438 Penalty: 2268.826904
	Iteration 14F: 3 clusters Score -59072.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Entering Unmasked Estep 
Score: -504214.843750 Penalty: 1469.235352
	Iteration 0F: 2 clusters Score -504214.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -498083.875000 Penalty: 2938.470703
	Iteration 0F: 3 clusters Score -498083.9 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -500026.000000 Penalty: 2938.470703
	Iteration 1F: 3 clusters Score -500026 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -500283.093750 Penalty: 2938.470703
	Iteration 2F: 3 clusters Score -500283.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -500531.562500 Penalty: 2938.470703
	Iteration 3F: 3 clusters Score -500531.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -500770.000000 Penalty: 2938.470703
	Iteration 4F: 3 clusters Score -500770 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -501030.531250 Penalty: 2938.470703
	Iteration 5F: 3 clusters Score -501030.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -501295.156250 Penalty: 2938.470703
	Iteration 6Q: 3 clusters Score -501295.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -501544.500000 Penalty: 2938.470703
	Iteration 7Q: 3 clusters Score -501544.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -501775.593750 Penalty: 2938.470703
	Iteration 8Q: 3 clusters Score -501775.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -501987.187500 Penalty: 2938.470703
	Iteration 9Q: 3 clusters Score -501987.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -502183.406250 Penalty: 2938.470703
	Iteration 10Q: 3 clusters Score -502183.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -502346.843750 Penalty: 2938.470703
	Iteration 11Q: 3 clusters Score -502346.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -502471.531250 Penalty: 2938.470703
	Iteration 12Q: 3 clusters Score -502471.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -502572.906250 Penalty: 2938.470703
	Iteration 13Q: 3 clusters Score -502572.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -502656.218750 Penalty: 2938.470703
	Iteration 14Q: 3 clusters Score -502656.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -502718.125000 Penalty: 2938.470703
	Iteration 15Q: 3 clusters Score -502718.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -502762.000000 Penalty: 2938.470703
	Iteration 16Q: 3 clusters Score -502762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -502799.156250 Penalty: 2938.470703
	Iteration 17Q: 3 clusters Score -502799.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -502829.750000 Penalty: 2938.470703
	Iteration 18Q: 3 clusters Score -502829.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -502855.468750 Penalty: 2938.470703
	Iteration 19Q: 3 clusters Score -502855.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -502877.187500 Penalty: 2938.470703
	Iteration 20F: 3 clusters Score -502877.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -502896.968750 Penalty: 2938.470703
	Iteration 21Q: 3 clusters Score -502897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -502906.312500 Penalty: 2938.470703
	Iteration 22Q: 3 clusters Score -502906.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -502910.750000 Penalty: 2938.470703
	Iteration 23Q: 3 clusters Score -502910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -502915.687500 Penalty: 2938.470703
	Iteration 24Q: 3 clusters Score -502915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -502918.625000 Penalty: 2938.470703
	Iteration 25Q: 3 clusters Score -502918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -502919.937500 Penalty: 2938.470703
	Iteration 26Q: 3 clusters Score -502919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -502921.312500 Penalty: 2938.470703
	Iteration 27Q: 3 clusters Score -502921.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -502922.562500 Penalty: 2938.470703
	Iteration 28Q: 3 clusters Score -502922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -502923.250000 Penalty: 2938.470703
	Iteration 29Q: 3 clusters Score -502923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -502923.500000 Penalty: 2938.470703
	Iteration 30Q: 3 clusters Score -502923.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -502923.500000 Penalty: 2938.470703
	Iteration 31F: 3 clusters Score -502923.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -235643.765625 Penalty: 1334.100952
	Iteration 0F: 2 clusters Score -235643.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -232501.625000 Penalty: 2668.201904
	Iteration 0F: 3 clusters Score -232501.6 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -233371.156250 Penalty: 2668.201904
	Iteration 1F: 3 clusters Score -233371.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -233551.718750 Penalty: 2668.201904
	Iteration 2F: 3 clusters Score -233551.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -233652.406250 Penalty: 2668.201904
	Iteration 3F: 3 clusters Score -233652.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -233709.703125 Penalty: 2668.201904
	Iteration 4Q: 3 clusters Score -233709.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -233746.359375 Penalty: 2668.201904
	Iteration 5Q: 3 clusters Score -233746.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -233768.921875 Penalty: 2668.201904
	Iteration 6Q: 3 clusters Score -233768.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -233782.750000 Penalty: 2668.201904
	Iteration 7Q: 3 clusters Score -233782.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -233798.531250 Penalty: 2668.201904
	Iteration 8Q: 3 clusters Score -233798.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -233821.515625 Penalty: 2668.201904
	Iteration 9Q: 3 clusters Score -233821.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -233841.078125 Penalty: 2668.201904
	Iteration 10Q: 3 clusters Score -233841.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -233859.562500 Penalty: 2668.201904
	Iteration 11Q: 3 clusters Score -233859.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -233880.250000 Penalty: 2668.201904
	Iteration 12Q: 3 clusters Score -233880.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -233899.078125 Penalty: 2668.201904
	Iteration 13Q: 3 clusters Score -233899.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -233913.406250 Penalty: 2668.201904
	Iteration 14Q: 3 clusters Score -233913.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -233926.390625 Penalty: 2668.201904
	Iteration 15Q: 3 clusters Score -233926.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -233942.062500 Penalty: 2668.201904
	Iteration 16Q: 3 clusters Score -233942.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -233954.343750 Penalty: 2668.201904
	Iteration 17Q: 3 clusters Score -233954.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -233965.265625 Penalty: 2668.201904
	Iteration 18Q: 3 clusters Score -233965.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -233973.859375 Penalty: 2668.201904
	Iteration 19Q: 3 clusters Score -233973.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -233979.609375 Penalty: 2668.201904
	Iteration 20F: 3 clusters Score -233979.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -233990.328125 Penalty: 2668.201904
	Iteration 21Q: 3 clusters Score -233990.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -234003.593750 Penalty: 2668.201904
	Iteration 22Q: 3 clusters Score -234003.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -234017.937500 Penalty: 2668.201904
	Iteration 23Q: 3 clusters Score -234017.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -234031.671875 Penalty: 2668.201904
	Iteration 24Q: 3 clusters Score -234031.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -234046.453125 Penalty: 2668.201904
	Iteration 25Q: 3 clusters Score -234046.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -234058.500000 Penalty: 2668.201904
	Iteration 26Q: 3 clusters Score -234058.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -234075.109375 Penalty: 2668.201904
	Iteration 27Q: 3 clusters Score -234075.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -234089.968750 Penalty: 2668.201904
	Iteration 28Q: 3 clusters Score -234090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -234101.703125 Penalty: 2668.201904
	Iteration 29Q: 3 clusters Score -234101.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -234113.406250 Penalty: 2668.201904
	Iteration 30Q: 3 clusters Score -234113.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -234123.546875 Penalty: 2668.201904
	Iteration 31Q: 3 clusters Score -234123.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -234133.765625 Penalty: 2668.201904
	Iteration 32Q: 3 clusters Score -234133.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -234142.578125 Penalty: 2668.201904
	Iteration 33Q: 3 clusters Score -234142.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -234152.718750 Penalty: 2668.201904
	Iteration 34Q: 3 clusters Score -234152.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -234166.734375 Penalty: 2668.201904
	Iteration 35Q: 3 clusters Score -234166.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -234179.000000 Penalty: 2668.201904
	Iteration 36Q: 3 clusters Score -234179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -234193.375000 Penalty: 2668.201904
	Iteration 37Q: 3 clusters Score -234193.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -234208.500000 Penalty: 2668.201904
	Iteration 38Q: 3 clusters Score -234208.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -234223.156250 Penalty: 2668.201904
	Iteration 39Q: 3 clusters Score -234223.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -234235.921875 Penalty: 2668.201904
	Iteration 40F: 3 clusters Score -234235.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -234248.015625 Penalty: 2668.201904
	Iteration 41Q: 3 clusters Score -234248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -234258.703125 Penalty: 2668.201904
	Iteration 42Q: 3 clusters Score -234258.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -234265.890625 Penalty: 2668.201904
	Iteration 43Q: 3 clusters Score -234265.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -234270.156250 Penalty: 2668.201904
	Iteration 44Q: 3 clusters Score -234270.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -234277.578125 Penalty: 2668.201904
	Iteration 45Q: 3 clusters Score -234277.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -234285.000000 Penalty: 2668.201904
	Iteration 46Q: 3 clusters Score -234285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -234296.437500 Penalty: 2668.201904
	Iteration 47Q: 3 clusters Score -234296.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -234312.093750 Penalty: 2668.201904
	Iteration 48Q: 3 clusters Score -234312.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -234331.625000 Penalty: 2668.201904
	Iteration 49Q: 3 clusters Score -234331.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -234348.250000 Penalty: 2668.201904
	Iteration 50Q: 3 clusters Score -234348.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -234362.750000 Penalty: 2668.201904
	Iteration 51Q: 3 clusters Score -234362.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -234378.359375 Penalty: 2668.201904
	Iteration 52Q: 3 clusters Score -234378.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -234392.781250 Penalty: 2668.201904
	Iteration 53Q: 3 clusters Score -234392.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -234400.781250 Penalty: 2668.201904
	Iteration 54Q: 3 clusters Score -234400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -234408.953125 Penalty: 2668.201904
	Iteration 55Q: 3 clusters Score -234409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -234411.234375 Penalty: 2668.201904
	Iteration 56Q: 3 clusters Score -234411.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -234414.890625 Penalty: 2668.201904
	Iteration 57Q: 3 clusters Score -234414.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -234417.218750 Penalty: 2668.201904
	Iteration 58Q: 3 clusters Score -234417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -234421.453125 Penalty: 2668.201904
	Iteration 59Q: 3 clusters Score -234421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -234423.171875 Penalty: 2668.201904
	Iteration 60F: 3 clusters Score -234423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -234427.562500 Penalty: 2668.201904
	Iteration 61Q: 3 clusters Score -234427.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -234431.328125 Penalty: 2668.201904
	Iteration 62Q: 3 clusters Score -234431.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -234437.015625 Penalty: 2668.201904
	Iteration 63Q: 3 clusters Score -234437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -234441.828125 Penalty: 2668.201904
	Iteration 64Q: 3 clusters Score -234441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -234448.593750 Penalty: 2668.201904
	Iteration 65Q: 3 clusters Score -234448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -234452.437500 Penalty: 2668.201904
	Iteration 66Q: 3 clusters Score -234452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -234455.031250 Penalty: 2668.201904
	Iteration 67Q: 3 clusters Score -234455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -234455.875000 Penalty: 2668.201904
	Iteration 68Q: 3 clusters Score -234455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -234456.156250 Penalty: 2668.201904
	Iteration 69Q: 3 clusters Score -234456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -234457.421875 Penalty: 2668.201904
	Iteration 70Q: 3 clusters Score -234457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -234458.328125 Penalty: 2668.201904
	Iteration 71Q: 3 clusters Score -234458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -234459.078125 Penalty: 2668.201904
	Iteration 72Q: 3 clusters Score -234459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -234461.484375 Penalty: 2668.201904
	Iteration 73Q: 3 clusters Score -234461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -234462.156250 Penalty: 2668.201904
	Iteration 74Q: 3 clusters Score -234462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -234462.156250 Penalty: 2668.201904
	Iteration 75F: 3 clusters Score -234462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Entering Unmasked Estep 
Score: -316168.500000 Penalty: 1380.296021
	Iteration 0F: 2 clusters Score -316168.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -312206.843750 Penalty: 2760.592041
	Iteration 0F: 3 clusters Score -312206.8 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -313307.437500 Penalty: 2760.592041
	Iteration 1F: 3 clusters Score -313307.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -313488.750000 Penalty: 2760.592041
	Iteration 2F: 3 clusters Score -313488.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -313593.406250 Penalty: 2760.592041
	Iteration 3F: 3 clusters Score -313593.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -313663.000000 Penalty: 2760.592041
	Iteration 4Q: 3 clusters Score -313663 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -313704.375000 Penalty: 2760.592041
	Iteration 5Q: 3 clusters Score -313704.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -313726.937500 Penalty: 2760.592041
	Iteration 6Q: 3 clusters Score -313726.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -313747.312500 Penalty: 2760.592041
	Iteration 7Q: 3 clusters Score -313747.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -313766.468750 Penalty: 2760.592041
	Iteration 8Q: 3 clusters Score -313766.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -313785.687500 Penalty: 2760.592041
	Iteration 9Q: 3 clusters Score -313785.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -313799.875000 Penalty: 2760.592041
	Iteration 10Q: 3 clusters Score -313799.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -313811.500000 Penalty: 2760.592041
	Iteration 11Q: 3 clusters Score -313811.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -313824.250000 Penalty: 2760.592041
	Iteration 12Q: 3 clusters Score -313824.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -313833.281250 Penalty: 2760.592041
	Iteration 13Q: 3 clusters Score -313833.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -313848.718750 Penalty: 2760.592041
	Iteration 14Q: 3 clusters Score -313848.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -313865.562500 Penalty: 2760.592041
	Iteration 15Q: 3 clusters Score -313865.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -313878.750000 Penalty: 2760.592041
	Iteration 16Q: 3 clusters Score -313878.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -313888.906250 Penalty: 2760.592041
	Iteration 17Q: 3 clusters Score -313888.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -313898.531250 Penalty: 2760.592041
	Iteration 18Q: 3 clusters Score -313898.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -313905.937500 Penalty: 2760.592041
	Iteration 19Q: 3 clusters Score -313905.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -313914.937500 Penalty: 2760.592041
	Iteration 20F: 3 clusters Score -313914.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -313929.000000 Penalty: 2760.592041
	Iteration 21Q: 3 clusters Score -313929 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -313947.906250 Penalty: 2760.592041
	Iteration 22Q: 3 clusters Score -313947.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -313972.437500 Penalty: 2760.592041
	Iteration 23Q: 3 clusters Score -313972.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -314004.906250 Penalty: 2760.592041
	Iteration 24Q: 3 clusters Score -314004.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -314052.312500 Penalty: 2760.592041
	Iteration 25Q: 3 clusters Score -314052.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -314102.906250 Penalty: 2760.592041
	Iteration 26Q: 3 clusters Score -314102.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -314164.156250 Penalty: 2760.592041
	Iteration 27Q: 3 clusters Score -314164.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -314239.187500 Penalty: 2760.592041
	Iteration 28Q: 3 clusters Score -314239.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -314322.406250 Penalty: 2760.592041
	Iteration 29Q: 3 clusters Score -314322.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -314393.125000 Penalty: 2760.592041
	Iteration 30Q: 3 clusters Score -314393.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -314454.718750 Penalty: 2760.592041
	Iteration 31Q: 3 clusters Score -314454.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -314518.875000 Penalty: 2760.592041
	Iteration 32Q: 3 clusters Score -314518.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -314578.968750 Penalty: 2760.592041
	Iteration 33Q: 3 clusters Score -314579 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -314625.718750 Penalty: 2760.592041
	Iteration 34Q: 3 clusters Score -314625.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -314675.187500 Penalty: 2760.592041
	Iteration 35Q: 3 clusters Score -314675.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -314714.125000 Penalty: 2760.592041
	Iteration 36Q: 3 clusters Score -314714.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -314745.000000 Penalty: 2760.592041
	Iteration 37Q: 3 clusters Score -314745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -314774.375000 Penalty: 2760.592041
	Iteration 38Q: 3 clusters Score -314774.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -314802.718750 Penalty: 2760.592041
	Iteration 39Q: 3 clusters Score -314802.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -314833.875000 Penalty: 2760.592041
	Iteration 40F: 3 clusters Score -314833.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -314853.093750 Penalty: 2760.592041
	Iteration 41Q: 3 clusters Score -314853.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -314870.343750 Penalty: 2760.592041
	Iteration 42Q: 3 clusters Score -314870.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -314892.656250 Penalty: 2760.592041
	Iteration 43Q: 3 clusters Score -314892.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -314904.218750 Penalty: 2760.592041
	Iteration 44Q: 3 clusters Score -314904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -314911.718750 Penalty: 2760.592041
	Iteration 45Q: 3 clusters Score -314911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -314914.125000 Penalty: 2760.592041
	Iteration 46Q: 3 clusters Score -314914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -314915.906250 Penalty: 2760.592041
	Iteration 47Q: 3 clusters Score -314915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -314916.062500 Penalty: 2760.592041
	Iteration 48Q: 3 clusters Score -314916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -314917.250000 Penalty: 2760.592041
	Iteration 49Q: 3 clusters Score -314917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -314918.468750 Penalty: 2760.592041
	Iteration 50Q: 3 clusters Score -314918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -314920.187500 Penalty: 2760.592041
	Iteration 51Q: 3 clusters Score -314920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -314921.687500 Penalty: 2760.592041
	Iteration 52Q: 3 clusters Score -314921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -314924.031250 Penalty: 2760.592041
	Iteration 53Q: 3 clusters Score -314924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -314924.562500 Penalty: 2760.592041
	Iteration 54Q: 3 clusters Score -314924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -314924.562500 Penalty: 2760.592041
	Iteration 55F: 3 clusters Score -314924.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Entering Unmasked Estep 
Score: -802384.687500 Penalty: 1536.630005
	Iteration 0F: 2 clusters Score -802384.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -793410.937500 Penalty: 3073.260010
	Iteration 0F: 3 clusters Score -793410.9 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -796406.750000 Penalty: 3073.260010
	Iteration 1F: 3 clusters Score -796406.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -796646.500000 Penalty: 3073.260010
	Iteration 2F: 3 clusters Score -796646.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -796859.812500 Penalty: 3073.260010
	Iteration 3Q: 3 clusters Score -796859.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -797026.250000 Penalty: 3073.260010
	Iteration 4Q: 3 clusters Score -797026.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -797221.875000 Penalty: 3073.260010
	Iteration 5Q: 3 clusters Score -797221.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -797467.187500 Penalty: 3073.260010
	Iteration 6Q: 3 clusters Score -797467.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -797734.687500 Penalty: 3073.260010
	Iteration 7Q: 3 clusters Score -797734.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -798073.937500 Penalty: 3073.260010
	Iteration 8Q: 3 clusters Score -798073.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -798485.562500 Penalty: 3073.260010
	Iteration 9Q: 3 clusters Score -798485.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -798929.187500 Penalty: 3073.260010
	Iteration 10Q: 3 clusters Score -798929.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -799297.375000 Penalty: 3073.260010
	Iteration 11Q: 3 clusters Score -799297.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -799581.000000 Penalty: 3073.260010
	Iteration 12Q: 3 clusters Score -799581 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -799800.187500 Penalty: 3073.260010
	Iteration 13Q: 3 clusters Score -799800.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -799960.875000 Penalty: 3073.260010
	Iteration 14Q: 3 clusters Score -799960.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -800069.187500 Penalty: 3073.260010
	Iteration 15Q: 3 clusters Score -800069.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -800166.812500 Penalty: 3073.260010
	Iteration 16Q: 3 clusters Score -800166.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -800258.625000 Penalty: 3073.260010
	Iteration 17Q: 3 clusters Score -800258.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -800339.312500 Penalty: 3073.260010
	Iteration 18Q: 3 clusters Score -800339.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -800422.187500 Penalty: 3073.260010
	Iteration 19Q: 3 clusters Score -800422.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -800493.875000 Penalty: 3073.260010
	Iteration 20F: 3 clusters Score -800493.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -800552.187500 Penalty: 3073.260010
	Iteration 21Q: 3 clusters Score -800552.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -800612.375000 Penalty: 3073.260010
	Iteration 22Q: 3 clusters Score -800612.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -800670.187500 Penalty: 3073.260010
	Iteration 23Q: 3 clusters Score -800670.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -800722.375000 Penalty: 3073.260010
	Iteration 24Q: 3 clusters Score -800722.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -800767.062500 Penalty: 3073.260010
	Iteration 25Q: 3 clusters Score -800767.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -800802.937500 Penalty: 3073.260010
	Iteration 26Q: 3 clusters Score -800802.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -800831.562500 Penalty: 3073.260010
	Iteration 27Q: 3 clusters Score -800831.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -800857.062500 Penalty: 3073.260010
	Iteration 28Q: 3 clusters Score -800857.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -800883.500000 Penalty: 3073.260010
	Iteration 29Q: 3 clusters Score -800883.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -800908.375000 Penalty: 3073.260010
	Iteration 30Q: 3 clusters Score -800908.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -800925.125000 Penalty: 3073.260010
	Iteration 31Q: 3 clusters Score -800925.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -800937.625000 Penalty: 3073.260010
	Iteration 32Q: 3 clusters Score -800937.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -800959.750000 Penalty: 3073.260010
	Iteration 33Q: 3 clusters Score -800959.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -800974.875000 Penalty: 3073.260010
	Iteration 34Q: 3 clusters Score -800974.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -800987.000000 Penalty: 3073.260010
	Iteration 35Q: 3 clusters Score -800987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -800996.000000 Penalty: 3073.260010
	Iteration 36Q: 3 clusters Score -800996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -801010.250000 Penalty: 3073.260010
	Iteration 37Q: 3 clusters Score -801010.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -801015.500000 Penalty: 3073.260010
	Iteration 38Q: 3 clusters Score -801015.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -801020.750000 Penalty: 3073.260010
	Iteration 39Q: 3 clusters Score -801020.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -801024.375000 Penalty: 3073.260010
	Iteration 40F: 3 clusters Score -801024.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -801030.625000 Penalty: 3073.260010
	Iteration 41Q: 3 clusters Score -801030.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -801032.687500 Penalty: 3073.260010
	Iteration 42Q: 3 clusters Score -801032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -801034.437500 Penalty: 3073.260010
	Iteration 43Q: 3 clusters Score -801034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -801039.625000 Penalty: 3073.260010
	Iteration 44Q: 3 clusters Score -801039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -801040.312500 Penalty: 3073.260010
	Iteration 45Q: 3 clusters Score -801040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -801039.937500 Penalty: 3073.260010
	Iteration 46Q: 3 clusters Score -801039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -801040.062500 Penalty: 3073.260010
	Iteration 47Q: 3 clusters Score -801040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -801040.625000 Penalty: 3073.260010
	Iteration 48Q: 3 clusters Score -801040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -801040.062500 Penalty: 3073.260010
	Iteration 49Q: 3 clusters Score -801040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -801040.125000 Penalty: 3073.260010
	Iteration 50Q: 3 clusters Score -801040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -801040.750000 Penalty: 3073.260010
	Iteration 51Q: 3 clusters Score -801040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -801042.062500 Penalty: 3073.260010
	Iteration 52Q: 3 clusters Score -801042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -801041.937500 Penalty: 3073.260010
	Iteration 53Q: 3 clusters Score -801041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -801042.875000 Penalty: 3073.260010
	Iteration 54Q: 3 clusters Score -801042.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -801042.875000 Penalty: 3073.260010
	Iteration 55F: 3 clusters Score -801042.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -410897.187500 Penalty: 1436.193970
	Iteration 0F: 2 clusters Score -410897.2 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 3438 members 
Entering Unmasked Estep 
Score: -405652.656250 Penalty: 2872.387939
	Iteration 0F: 3 clusters Score -405652.7 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -407247.656250 Penalty: 2872.387939
	Iteration 1F: 3 clusters Score -407247.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -407490.937500 Penalty: 2872.387939
	Iteration 2F: 3 clusters Score -407490.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -407667.125000 Penalty: 2872.387939
	Iteration 3F: 3 clusters Score -407667.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -407832.000000 Penalty: 2872.387939
	Iteration 4Q: 3 clusters Score -407832 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -408019.656250 Penalty: 2872.387939
	Iteration 5Q: 3 clusters Score -408019.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -408204.312500 Penalty: 2872.387939
	Iteration 6Q: 3 clusters Score -408204.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -408385.593750 Penalty: 2872.387939
	Iteration 7Q: 3 clusters Score -408385.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -408574.937500 Penalty: 2872.387939
	Iteration 8Q: 3 clusters Score -408574.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -408759.656250 Penalty: 2872.387939
	Iteration 9Q: 3 clusters Score -408759.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -408940.750000 Penalty: 2872.387939
	Iteration 10Q: 3 clusters Score -408940.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -409101.562500 Penalty: 2872.387939
	Iteration 11Q: 3 clusters Score -409101.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -409240.312500 Penalty: 2872.387939
	Iteration 12Q: 3 clusters Score -409240.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -409360.468750 Penalty: 2872.387939
	Iteration 13Q: 3 clusters Score -409360.5 nChanged 149
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: -409460.125000 Penalty: 2872.387939
	Iteration 14Q: 3 clusters Score -409460.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -409536.156250 Penalty: 2872.387939
	Iteration 15Q: 3 clusters Score -409536.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -409601.281250 Penalty: 2872.387939
	Iteration 16Q: 3 clusters Score -409601.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -409648.906250 Penalty: 2872.387939
	Iteration 17Q: 3 clusters Score -409648.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -409705.062500 Penalty: 2872.387939
	Iteration 18Q: 3 clusters Score -409705.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -409779.875000 Penalty: 2872.387939
	Iteration 19Q: 3 clusters Score -409779.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -409838.375000 Penalty: 2872.387939
	Iteration 20F: 3 clusters Score -409838.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -409883.687500 Penalty: 2872.387939
	Iteration 21Q: 3 clusters Score -409883.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -409920.750000 Penalty: 2872.387939
	Iteration 22Q: 3 clusters Score -409920.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -409950.250000 Penalty: 2872.387939
	Iteration 23Q: 3 clusters Score -409950.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -409975.593750 Penalty: 2872.387939
	Iteration 24Q: 3 clusters Score -409975.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -410000.593750 Penalty: 2872.387939
	Iteration 25Q: 3 clusters Score -410000.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -410017.281250 Penalty: 2872.387939
	Iteration 26Q: 3 clusters Score -410017.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -410040.312500 Penalty: 2872.387939
	Iteration 27Q: 3 clusters Score -410040.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -410063.343750 Penalty: 2872.387939
	Iteration 28Q: 3 clusters Score -410063.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -410074.187500 Penalty: 2872.387939
	Iteration 29Q: 3 clusters Score -410074.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -410080.562500 Penalty: 2872.387939
	Iteration 30Q: 3 clusters Score -410080.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -410089.093750 Penalty: 2872.387939
	Iteration 31Q: 3 clusters Score -410089.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -410094.437500 Penalty: 2872.387939
	Iteration 32Q: 3 clusters Score -410094.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -410097.406250 Penalty: 2872.387939
	Iteration 33Q: 3 clusters Score -410097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -410097.906250 Penalty: 2872.387939
	Iteration 34Q: 3 clusters Score -410097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -410098.312500 Penalty: 2872.387939
	Iteration 35Q: 3 clusters Score -410098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -410099.156250 Penalty: 2872.387939
	Iteration 36Q: 3 clusters Score -410099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -410099.437500 Penalty: 2872.387939
	Iteration 37Q: 3 clusters Score -410099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -410099.437500 Penalty: 2872.387939
	Iteration 38F: 3 clusters Score -410099.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -364144.281250 Penalty: 1415.475708
	Iteration 0F: 2 clusters Score -364144.3 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 3032 members 
Entering Unmasked Estep 
Score: -359483.156250 Penalty: 2830.951416
	Iteration 0F: 3 clusters Score -359483.2 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -360807.156250 Penalty: 2830.951416
	Iteration 1F: 3 clusters Score -360807.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -361050.187500 Penalty: 2830.951416
	Iteration 2F: 3 clusters Score -361050.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -361306.781250 Penalty: 2830.951416
	Iteration 3F: 3 clusters Score -361306.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -361566.125000 Penalty: 2830.951416
	Iteration 4F: 3 clusters Score -361566.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -361837.625000 Penalty: 2830.951416
	Iteration 5F: 3 clusters Score -361837.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -362142.562500 Penalty: 2830.951416
	Iteration 6F: 3 clusters Score -362142.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -362465.187500 Penalty: 2830.951416
	Iteration 7F: 3 clusters Score -362465.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -362727.875000 Penalty: 2830.951416
	Iteration 8F: 3 clusters Score -362727.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -362965.781250 Penalty: 2830.951416
	Iteration 9Q: 3 clusters Score -362965.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -363210.250000 Penalty: 2830.951416
	Iteration 10Q: 3 clusters Score -363210.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -363381.156250 Penalty: 2830.951416
	Iteration 11Q: 3 clusters Score -363381.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -363502.437500 Penalty: 2830.951416
	Iteration 12Q: 3 clusters Score -363502.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -363590.375000 Penalty: 2830.951416
	Iteration 13Q: 3 clusters Score -363590.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -363681.500000 Penalty: 2830.951416
	Iteration 14Q: 3 clusters Score -363681.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -363757.500000 Penalty: 2830.951416
	Iteration 15Q: 3 clusters Score -363757.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -363804.718750 Penalty: 2830.951416
	Iteration 16Q: 3 clusters Score -363804.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -363827.406250 Penalty: 2830.951416
	Iteration 17Q: 3 clusters Score -363827.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -363837.031250 Penalty: 2830.951416
	Iteration 18Q: 3 clusters Score -363837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -363847.468750 Penalty: 2830.951416
	Iteration 19Q: 3 clusters Score -363847.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -363851.812500 Penalty: 2830.951416
	Iteration 20F: 3 clusters Score -363851.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -363853.562500 Penalty: 2830.951416
	Iteration 21Q: 3 clusters Score -363853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -363853.406250 Penalty: 2830.951416
	Iteration 22Q: 3 clusters Score -363853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -363853.968750 Penalty: 2830.951416
	Iteration 23Q: 3 clusters Score -363854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -363854.250000 Penalty: 2830.951416
	Iteration 24Q: 3 clusters Score -363854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -363854.906250 Penalty: 2830.951416
	Iteration 25Q: 3 clusters Score -363854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -363855.593750 Penalty: 2830.951416
	Iteration 26Q: 3 clusters Score -363855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -363856.343750 Penalty: 2830.951416
	Iteration 27Q: 3 clusters Score -363856.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -363856.343750 Penalty: 2830.951416
	Iteration 28F: 3 clusters Score -363856.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -134010.281250 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -134010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -131710.843750 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -131710.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -132287.687500 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -132287.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -132506.421875 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -132506.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -132641.625000 Penalty: 2524.085449
	Iteration 3F: 3 clusters Score -132641.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -132745.453125 Penalty: 2524.085449
	Iteration 4Q: 3 clusters Score -132745.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -132835.453125 Penalty: 2524.085449
	Iteration 5Q: 3 clusters Score -132835.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -132910.859375 Penalty: 2524.085449
	Iteration 6Q: 3 clusters Score -132910.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -132968.953125 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -132969 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -133008.312500 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -133008.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -133042.921875 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -133042.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -133077.453125 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -133077.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -133108.906250 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -133108.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -133126.984375 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -133127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -133137.265625 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -133137.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -133152.281250 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -133152.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -133165.656250 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -133165.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -133171.593750 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -133171.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -133178.234375 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -133178.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -133182.140625 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -133182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -133183.750000 Penalty: 2524.085449
	Iteration 19Q: 3 clusters Score -133183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -133183.750000 Penalty: 2524.085449
	Iteration 20F: 3 clusters Score -133183.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -274538.812500 Penalty: 1392.713379
	Iteration 0F: 2 clusters Score -274538.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -270435.937500 Penalty: 2785.426758
	Iteration 0F: 3 clusters Score -270435.9 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -271684.000000 Penalty: 2785.426758
	Iteration 1F: 3 clusters Score -271684 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -271992.156250 Penalty: 2785.426758
	Iteration 2F: 3 clusters Score -271992.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -272200.718750 Penalty: 2785.426758
	Iteration 3F: 3 clusters Score -272200.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -272321.281250 Penalty: 2785.426758
	Iteration 4Q: 3 clusters Score -272321.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -272434.062500 Penalty: 2785.426758
	Iteration 5Q: 3 clusters Score -272434.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -272552.718750 Penalty: 2785.426758
	Iteration 6Q: 3 clusters Score -272552.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -272685.000000 Penalty: 2785.426758
	Iteration 7Q: 3 clusters Score -272685 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -272808.468750 Penalty: 2785.426758
	Iteration 8Q: 3 clusters Score -272808.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -272926.406250 Penalty: 2785.426758
	Iteration 9Q: 3 clusters Score -272926.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -273027.781250 Penalty: 2785.426758
	Iteration 10Q: 3 clusters Score -273027.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -273110.312500 Penalty: 2785.426758
	Iteration 11Q: 3 clusters Score -273110.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -273171.218750 Penalty: 2785.426758
	Iteration 12Q: 3 clusters Score -273171.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -273217.968750 Penalty: 2785.426758
	Iteration 13Q: 3 clusters Score -273218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -273257.000000 Penalty: 2785.426758
	Iteration 14Q: 3 clusters Score -273257 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -273288.531250 Penalty: 2785.426758
	Iteration 15Q: 3 clusters Score -273288.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -273312.000000 Penalty: 2785.426758
	Iteration 16Q: 3 clusters Score -273312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -273330.375000 Penalty: 2785.426758
	Iteration 17Q: 3 clusters Score -273330.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -273347.875000 Penalty: 2785.426758
	Iteration 18Q: 3 clusters Score -273347.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -273362.781250 Penalty: 2785.426758
	Iteration 19Q: 3 clusters Score -273362.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -273373.687500 Penalty: 2785.426758
	Iteration 20F: 3 clusters Score -273373.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -273386.750000 Penalty: 2785.426758
	Iteration 21Q: 3 clusters Score -273386.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -273400.906250 Penalty: 2785.426758
	Iteration 22Q: 3 clusters Score -273400.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -273418.750000 Penalty: 2785.426758
	Iteration 23Q: 3 clusters Score -273418.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -273441.312500 Penalty: 2785.426758
	Iteration 24Q: 3 clusters Score -273441.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -273465.781250 Penalty: 2785.426758
	Iteration 25Q: 3 clusters Score -273465.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -273485.656250 Penalty: 2785.426758
	Iteration 26Q: 3 clusters Score -273485.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -273507.093750 Penalty: 2785.426758
	Iteration 27Q: 3 clusters Score -273507.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -273531.562500 Penalty: 2785.426758
	Iteration 28Q: 3 clusters Score -273531.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -273563.218750 Penalty: 2785.426758
	Iteration 29Q: 3 clusters Score -273563.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -273594.562500 Penalty: 2785.426758
	Iteration 30Q: 3 clusters Score -273594.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -273628.531250 Penalty: 2785.426758
	Iteration 31Q: 3 clusters Score -273628.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -273654.031250 Penalty: 2785.426758
	Iteration 32Q: 3 clusters Score -273654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -273685.937500 Penalty: 2785.426758
	Iteration 33Q: 3 clusters Score -273685.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -273710.093750 Penalty: 2785.426758
	Iteration 34Q: 3 clusters Score -273710.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -273726.625000 Penalty: 2785.426758
	Iteration 35Q: 3 clusters Score -273726.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -273737.312500 Penalty: 2785.426758
	Iteration 36Q: 3 clusters Score -273737.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -273744.968750 Penalty: 2785.426758
	Iteration 37Q: 3 clusters Score -273745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -273751.781250 Penalty: 2785.426758
	Iteration 38Q: 3 clusters Score -273751.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -273752.812500 Penalty: 2785.426758
	Iteration 39Q: 3 clusters Score -273752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -273760.656250 Penalty: 2785.426758
	Iteration 40F: 3 clusters Score -273760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -273767.843750 Penalty: 2785.426758
	Iteration 41Q: 3 clusters Score -273767.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -273778.156250 Penalty: 2785.426758
	Iteration 42Q: 3 clusters Score -273778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -273785.843750 Penalty: 2785.426758
	Iteration 43Q: 3 clusters Score -273785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -273789.562500 Penalty: 2785.426758
	Iteration 44Q: 3 clusters Score -273789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -273793.687500 Penalty: 2785.426758
	Iteration 45Q: 3 clusters Score -273793.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -273795.375000 Penalty: 2785.426758
	Iteration 46Q: 3 clusters Score -273795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -273798.687500 Penalty: 2785.426758
	Iteration 47Q: 3 clusters Score -273798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -273800.562500 Penalty: 2785.426758
	Iteration 48Q: 3 clusters Score -273800.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -273801.687500 Penalty: 2785.426758
	Iteration 49Q: 3 clusters Score -273801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -273802.125000 Penalty: 2785.426758
	Iteration 50Q: 3 clusters Score -273802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -273802.125000 Penalty: 2785.426758
	Iteration 51F: 3 clusters Score -273802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -502349.937500 Penalty: 1467.650024
	Iteration 0F: 2 clusters Score -502349.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -496234.718750 Penalty: 2935.300049
	Iteration 0F: 3 clusters Score -496234.7 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -498011.531250 Penalty: 2935.300049
	Iteration 1F: 3 clusters Score -498011.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -498205.781250 Penalty: 2935.300049
	Iteration 2F: 3 clusters Score -498205.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -498362.593750 Penalty: 2935.300049
	Iteration 3Q: 3 clusters Score -498362.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -498466.875000 Penalty: 2935.300049
	Iteration 4Q: 3 clusters Score -498466.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -498546.312500 Penalty: 2935.300049
	Iteration 5Q: 3 clusters Score -498546.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -498624.000000 Penalty: 2935.300049
	Iteration 6Q: 3 clusters Score -498624 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -498693.062500 Penalty: 2935.300049
	Iteration 7Q: 3 clusters Score -498693.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -498761.281250 Penalty: 2935.300049
	Iteration 8Q: 3 clusters Score -498761.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -498835.156250 Penalty: 2935.300049
	Iteration 9Q: 3 clusters Score -498835.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -498935.125000 Penalty: 2935.300049
	Iteration 10Q: 3 clusters Score -498935.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -499048.500000 Penalty: 2935.300049
	Iteration 11Q: 3 clusters Score -499048.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -499184.343750 Penalty: 2935.300049
	Iteration 12Q: 3 clusters Score -499184.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -499392.906250 Penalty: 2935.300049
	Iteration 13Q: 3 clusters Score -499392.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -499623.281250 Penalty: 2935.300049
	Iteration 14Q: 3 clusters Score -499623.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -499848.156250 Penalty: 2935.300049
	Iteration 15Q: 3 clusters Score -499848.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -500053.468750 Penalty: 2935.300049
	Iteration 16Q: 3 clusters Score -500053.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -500204.281250 Penalty: 2935.300049
	Iteration 17Q: 3 clusters Score -500204.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -500335.718750 Penalty: 2935.300049
	Iteration 18Q: 3 clusters Score -500335.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -500458.968750 Penalty: 2935.300049
	Iteration 19Q: 3 clusters Score -500459 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -500557.062500 Penalty: 2935.300049
	Iteration 20F: 3 clusters Score -500557.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -500635.125000 Penalty: 2935.300049
	Iteration 21Q: 3 clusters Score -500635.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -500709.500000 Penalty: 2935.300049
	Iteration 22Q: 3 clusters Score -500709.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -500781.156250 Penalty: 2935.300049
	Iteration 23Q: 3 clusters Score -500781.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -500845.656250 Penalty: 2935.300049
	Iteration 24Q: 3 clusters Score -500845.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -500892.031250 Penalty: 2935.300049
	Iteration 25Q: 3 clusters Score -500892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -500934.406250 Penalty: 2935.300049
	Iteration 26Q: 3 clusters Score -500934.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -500977.875000 Penalty: 2935.300049
	Iteration 27Q: 3 clusters Score -500977.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -501012.281250 Penalty: 2935.300049
	Iteration 28Q: 3 clusters Score -501012.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -501033.843750 Penalty: 2935.300049
	Iteration 29Q: 3 clusters Score -501033.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -501051.125000 Penalty: 2935.300049
	Iteration 30Q: 3 clusters Score -501051.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -501065.375000 Penalty: 2935.300049
	Iteration 31Q: 3 clusters Score -501065.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -501069.625000 Penalty: 2935.300049
	Iteration 32Q: 3 clusters Score -501069.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -501073.062500 Penalty: 2935.300049
	Iteration 33Q: 3 clusters Score -501073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -501081.093750 Penalty: 2935.300049
	Iteration 34Q: 3 clusters Score -501081.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -501088.250000 Penalty: 2935.300049
	Iteration 35Q: 3 clusters Score -501088.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -501096.500000 Penalty: 2935.300049
	Iteration 36Q: 3 clusters Score -501096.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -501100.000000 Penalty: 2935.300049
	Iteration 37Q: 3 clusters Score -501100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -501101.531250 Penalty: 2935.300049
	Iteration 38Q: 3 clusters Score -501101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -501101.968750 Penalty: 2935.300049
	Iteration 39Q: 3 clusters Score -501102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -501101.968750 Penalty: 2935.300049
	Iteration 40F: 3 clusters Score -501102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Entering Unmasked Estep 
Score: -776324.500000 Penalty: 1539.901001
	Iteration 0F: 2 clusters Score -776324.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -767174.750000 Penalty: 3079.802002
	Iteration 0F: 3 clusters Score -767174.8 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -770223.812500 Penalty: 3079.802002
	Iteration 1F: 3 clusters Score -770223.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -770562.000000 Penalty: 3079.802002
	Iteration 2F: 3 clusters Score -770562 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -770953.312500 Penalty: 3079.802002
	Iteration 3F: 3 clusters Score -770953.3 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -771447.250000 Penalty: 3079.802002
	Iteration 4F: 3 clusters Score -771447.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -772031.375000 Penalty: 3079.802002
	Iteration 5F: 3 clusters Score -772031.4 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -772605.625000 Penalty: 3079.802002
	Iteration 6F: 3 clusters Score -772605.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -773153.125000 Penalty: 3079.802002
	Iteration 7F: 3 clusters Score -773153.1 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -773701.750000 Penalty: 3079.802002
	Iteration 8F: 3 clusters Score -773701.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -774173.750000 Penalty: 3079.802002
	Iteration 9Q: 3 clusters Score -774173.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -774568.937500 Penalty: 3079.802002
	Iteration 10Q: 3 clusters Score -774568.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -774855.062500 Penalty: 3079.802002
	Iteration 11Q: 3 clusters Score -774855.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -775060.312500 Penalty: 3079.802002
	Iteration 12Q: 3 clusters Score -775060.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -775249.062500 Penalty: 3079.802002
	Iteration 13Q: 3 clusters Score -775249.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -775419.375000 Penalty: 3079.802002
	Iteration 14Q: 3 clusters Score -775419.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -775580.375000 Penalty: 3079.802002
	Iteration 15Q: 3 clusters Score -775580.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -775734.250000 Penalty: 3079.802002
	Iteration 16Q: 3 clusters Score -775734.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -775888.937500 Penalty: 3079.802002
	Iteration 17Q: 3 clusters Score -775888.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -776001.562500 Penalty: 3079.802002
	Iteration 18Q: 3 clusters Score -776001.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -776089.375000 Penalty: 3079.802002
	Iteration 19Q: 3 clusters Score -776089.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -776131.500000 Penalty: 3079.802002
	Iteration 20F: 3 clusters Score -776131.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -776158.437500 Penalty: 3079.802002
	Iteration 21Q: 3 clusters Score -776158.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -776173.062500 Penalty: 3079.802002
	Iteration 22Q: 3 clusters Score -776173.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -776182.687500 Penalty: 3079.802002
	Iteration 23Q: 3 clusters Score -776182.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -776191.937500 Penalty: 3079.802002
	Iteration 24Q: 3 clusters Score -776191.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -776202.312500 Penalty: 3079.802002
	Iteration 25Q: 3 clusters Score -776202.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -776205.375000 Penalty: 3079.802002
	Iteration 26Q: 3 clusters Score -776205.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -776207.750000 Penalty: 3079.802002
	Iteration 27Q: 3 clusters Score -776207.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -776209.187500 Penalty: 3079.802002
	Iteration 28Q: 3 clusters Score -776209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -776210.375000 Penalty: 3079.802002
	Iteration 29Q: 3 clusters Score -776210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -776210.125000 Penalty: 3079.802002
	Iteration 30Q: 3 clusters Score -776210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -776209.562500 Penalty: 3079.802002
	Iteration 31Q: 3 clusters Score -776209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -776212.812500 Penalty: 3079.802002
	Iteration 32Q: 3 clusters Score -776212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -776212.875000 Penalty: 3079.802002
	Iteration 33Q: 3 clusters Score -776212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -776212.687500 Penalty: 3079.802002
	Iteration 34Q: 3 clusters Score -776212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -776213.000000 Penalty: 3079.802002
	Iteration 35Q: 3 clusters Score -776213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -776213.937500 Penalty: 3079.802002
	Iteration 36Q: 3 clusters Score -776213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -776216.000000 Penalty: 3079.802002
	Iteration 37Q: 3 clusters Score -776216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -776215.500000 Penalty: 3079.802002
	Iteration 38Q: 3 clusters Score -776215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -776214.750000 Penalty: 3079.802002
	Iteration 39Q: 3 clusters Score -776214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -776218.750000 Penalty: 3079.802002
	Iteration 40F: 3 clusters Score -776218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -776217.812500 Penalty: 3079.802002
	Iteration 41Q: 3 clusters Score -776217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -776217.437500 Penalty: 3079.802002
	Iteration 42Q: 3 clusters Score -776217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -776218.500000 Penalty: 3079.802002
	Iteration 43Q: 3 clusters Score -776218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -776218.500000 Penalty: 3079.802002
	Iteration 44Q: 3 clusters Score -776218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -776218.875000 Penalty: 3079.802002
	Iteration 45Q: 3 clusters Score -776218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -776219.000000 Penalty: 3079.802002
	Iteration 46Q: 3 clusters Score -776219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -776217.625000 Penalty: 3079.802002
	Iteration 47Q: 3 clusters Score -776217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -776217.625000 Penalty: 3079.802002
	Iteration 48F: 3 clusters Score -776217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144979 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 29062 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 24288 members 
Mstep: Class 9 contains 29666 members 
Mstep: Class 10 contains 17476 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8446 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 8364 members 
Mstep: Class 24 contains 13047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952190.000000 Penalty: 48720.890625
Iteration 159Q: 24 clusters Score -2.695219e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144982 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 29063 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12410 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 24283 members 
Mstep: Class 9 contains 29666 members 
Mstep: Class 10 contains 17496 members 
Mstep: Class 11 contains 101581 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8446 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5273 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 13044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952232.000000 Penalty: 48720.890625
Iteration 160F: 24 clusters Score -2.695223e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144984 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 29062 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12411 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 24279 members 
Mstep: Class 9 contains 29666 members 
Mstep: Class 10 contains 17523 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8447 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12786 members 
Mstep: Class 18 contains 6893 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5272 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 13043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952192.000000 Penalty: 48720.890625
Iteration 161Q: 24 clusters Score -2.695219e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 29062 members 
Mstep: Class 4 contains 3124 members 
Mstep: Class 5 contains 12412 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 24274 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 17544 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8452 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12784 members 
Mstep: Class 18 contains 6893 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5272 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 13039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952184.000000 Penalty: 48720.890625
Iteration 162Q: 24 clusters Score -2.695218e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145007 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 29061 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12413 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 24273 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 17561 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8450 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 13037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952188.000000 Penalty: 48720.890625
Iteration 163Q: 24 clusters Score -2.695219e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145027 members 
Mstep: Class 2 contains 11707 members 
Mstep: Class 3 contains 29064 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12411 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 24269 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 17585 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8444 members 
Mstep: Class 15 contains 3551 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12781 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 13035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952140.000000 Penalty: 48720.890625
Iteration 164Q: 24 clusters Score -2.695214e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145043 members 
Mstep: Class 2 contains 11708 members 
Mstep: Class 3 contains 29067 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 24266 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 17622 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8438 members 
Mstep: Class 15 contains 3513 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 13032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952142.000000 Penalty: 48720.890625
Iteration 165Q: 24 clusters Score -2.695214e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145065 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 29067 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 24261 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 17645 members 
Mstep: Class 11 contains 101578 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 3487 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12773 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 13030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952162.000000 Penalty: 48720.890625
Iteration 166Q: 24 clusters Score -2.695216e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145082 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 29069 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12407 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 24259 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 17681 members 
Mstep: Class 11 contains 101575 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 3445 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6070 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 13027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952182.000000 Penalty: 48720.890625
Iteration 167Q: 24 clusters Score -2.695218e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145100 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 29069 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 24257 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 17714 members 
Mstep: Class 11 contains 101576 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 3401 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5269 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 13026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952156.000000 Penalty: 48720.890625
Iteration 168Q: 24 clusters Score -2.695216e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145117 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 29069 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 24257 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 101572 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8426 members 
Mstep: Class 15 contains 3369 members 
Mstep: Class 16 contains 4888 members 
Mstep: Class 17 contains 12768 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 13022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952158.000000 Penalty: 48720.890625
Iteration 169Q: 24 clusters Score -2.695216e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145137 members 
Mstep: Class 2 contains 11707 members 
Mstep: Class 3 contains 29069 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 24256 members 
Mstep: Class 9 contains 29666 members 
Mstep: Class 10 contains 17767 members 
Mstep: Class 11 contains 101573 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8422 members 
Mstep: Class 15 contains 3338 members 
Mstep: Class 16 contains 4886 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5269 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 13021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952176.000000 Penalty: 48720.890625
Iteration 170Q: 24 clusters Score -2.695218e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145157 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 29070 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 12407 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 24255 members 
Mstep: Class 9 contains 29667 members 
Mstep: Class 10 contains 17791 members 
Mstep: Class 11 contains 101571 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8421 members 
Mstep: Class 15 contains 3308 members 
Mstep: Class 16 contains 4884 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 13020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952210.000000 Penalty: 48720.890625
Iteration 171Q: 24 clusters Score -2.695221e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 29068 members 
Mstep: Class 4 contains 3124 members 
Mstep: Class 5 contains 12407 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6152 members 
Mstep: Class 8 contains 24255 members 
Mstep: Class 9 contains 29666 members 
Mstep: Class 10 contains 17832 members 
Mstep: Class 11 contains 101569 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8420 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 4884 members 
Mstep: Class 17 contains 12767 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 13020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952214.000000 Penalty: 48720.890625
Iteration 172Q: 24 clusters Score -2.695221e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145160 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 29067 members 
Mstep: Class 4 contains 3123 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 24257 members 
Mstep: Class 9 contains 29666 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 101572 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8419 members 
Mstep: Class 15 contains 3238 members 
Mstep: Class 16 contains 4884 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 13019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952208.000000 Penalty: 48720.890625
Iteration 173Q: 24 clusters Score -2.695221e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145164 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 29068 members 
Mstep: Class 4 contains 3123 members 
Mstep: Class 5 contains 12409 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 24257 members 
Mstep: Class 9 contains 29666 members 
Mstep: Class 10 contains 17909 members 
Mstep: Class 11 contains 101569 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8420 members 
Mstep: Class 15 contains 3200 members 
Mstep: Class 16 contains 4884 members 
Mstep: Class 17 contains 12763 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 13015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952262.000000 Penalty: 48720.890625
Iteration 174Q: 24 clusters Score -2.695226e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145157 members 
Mstep: Class 2 contains 11697 members 
Mstep: Class 3 contains 29068 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12412 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 24252 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 17942 members 
Mstep: Class 11 contains 101576 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8418 members 
Mstep: Class 15 contains 3175 members 
Mstep: Class 16 contains 4885 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 13012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952306.000000 Penalty: 48720.890625
Iteration 175Q: 24 clusters Score -2.695231e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145160 members 
Mstep: Class 2 contains 11695 members 
Mstep: Class 3 contains 29071 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12414 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24250 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 17966 members 
Mstep: Class 11 contains 101580 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8418 members 
Mstep: Class 15 contains 3154 members 
Mstep: Class 16 contains 4882 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5269 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 13009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952296.000000 Penalty: 48720.890625
Iteration 176Q: 24 clusters Score -2.69523e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145175 members 
Mstep: Class 2 contains 11695 members 
Mstep: Class 3 contains 29073 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12415 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24249 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 17978 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 3132 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 12751 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 13005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952292.000000 Penalty: 48720.890625
Iteration 177Q: 24 clusters Score -2.695229e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145190 members 
Mstep: Class 2 contains 11695 members 
Mstep: Class 3 contains 29073 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12416 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 24246 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 17997 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 3103 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 12750 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 13002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952310.000000 Penalty: 48720.890625
Iteration 178Q: 24 clusters Score -2.695231e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145208 members 
Mstep: Class 2 contains 11694 members 
Mstep: Class 3 contains 29073 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12415 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 24240 members 
Mstep: Class 9 contains 29666 members 
Mstep: Class 10 contains 18023 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 4878 members 
Mstep: Class 17 contains 12751 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5267 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 13002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952318.000000 Penalty: 48720.890625
Iteration 179Q: 24 clusters Score -2.695232e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145219 members 
Mstep: Class 2 contains 11695 members 
Mstep: Class 3 contains 29071 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12417 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 24236 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 18047 members 
Mstep: Class 11 contains 101589 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 4877 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 6898 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5267 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 13002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952322.000000 Penalty: 48720.890625
Iteration 180F: 24 clusters Score -2.695232e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145237 members 
Mstep: Class 2 contains 11694 members 
Mstep: Class 3 contains 29071 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 24233 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 18074 members 
Mstep: Class 11 contains 101591 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 4875 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 6898 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5266 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952312.000000 Penalty: 48720.890625
Iteration 181Q: 24 clusters Score -2.695231e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145251 members 
Mstep: Class 2 contains 11695 members 
Mstep: Class 3 contains 29072 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 18095 members 
Mstep: Class 11 contains 101592 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 4873 members 
Mstep: Class 17 contains 12747 members 
Mstep: Class 18 contains 6898 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952336.000000 Penalty: 48720.890625
Iteration 182Q: 24 clusters Score -2.695234e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145256 members 
Mstep: Class 2 contains 11692 members 
Mstep: Class 3 contains 29070 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 18114 members 
Mstep: Class 11 contains 101591 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 2946 members 
Mstep: Class 16 contains 4873 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 6899 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 8370 members 
Mstep: Class 24 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952368.000000 Penalty: 48720.890625
Iteration 183Q: 24 clusters Score -2.695237e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145273 members 
Mstep: Class 2 contains 11689 members 
Mstep: Class 3 contains 29066 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 24231 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 18128 members 
Mstep: Class 11 contains 101591 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8416 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 6898 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952370.000000 Penalty: 48720.890625
Iteration 184Q: 24 clusters Score -2.695237e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145293 members 
Mstep: Class 2 contains 11687 members 
Mstep: Class 3 contains 29065 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 24230 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 18147 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8415 members 
Mstep: Class 15 contains 2905 members 
Mstep: Class 16 contains 4864 members 
Mstep: Class 17 contains 12744 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952396.000000 Penalty: 48720.890625
Iteration 185Q: 24 clusters Score -2.69524e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 11687 members 
Mstep: Class 3 contains 29064 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12421 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 24228 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 18167 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8414 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 4862 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952378.000000 Penalty: 48720.890625
Iteration 186Q: 24 clusters Score -2.695238e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145322 members 
Mstep: Class 2 contains 11685 members 
Mstep: Class 3 contains 29064 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12421 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 24225 members 
Mstep: Class 9 contains 29665 members 
Mstep: Class 10 contains 18192 members 
Mstep: Class 11 contains 101572 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8414 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 4861 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952346.000000 Penalty: 48720.890625
Iteration 187Q: 24 clusters Score -2.695235e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145329 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 29064 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12421 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6152 members 
Mstep: Class 8 contains 24222 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18228 members 
Mstep: Class 11 contains 101566 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8413 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 4861 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952370.000000 Penalty: 48720.890625
Iteration 188Q: 24 clusters Score -2.695237e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145333 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 29062 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 24217 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18259 members 
Mstep: Class 11 contains 101566 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8413 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4859 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952370.000000 Penalty: 48720.890625
Iteration 189Q: 24 clusters Score -2.695237e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 29062 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12422 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 24211 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18284 members 
Mstep: Class 11 contains 101564 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8414 members 
Mstep: Class 15 contains 2789 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952406.000000 Penalty: 48720.890625
Iteration 190Q: 24 clusters Score -2.695241e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145337 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 29061 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12422 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 24207 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18300 members 
Mstep: Class 11 contains 101568 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 8412 members 
Mstep: Class 15 contains 2773 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952416.000000 Penalty: 48720.890625
Iteration 191Q: 24 clusters Score -2.695242e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145343 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 29060 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12423 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 24199 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18316 members 
Mstep: Class 11 contains 101573 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 8411 members 
Mstep: Class 15 contains 2756 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952406.000000 Penalty: 48720.890625
Iteration 192Q: 24 clusters Score -2.695241e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145347 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 29058 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12424 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24191 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18333 members 
Mstep: Class 11 contains 101577 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 8409 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 22 contains 5256 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952398.000000 Penalty: 48720.890625
Iteration 193Q: 24 clusters Score -2.69524e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145354 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 29059 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12425 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24183 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18356 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 8407 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 22 contains 5256 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952426.000000 Penalty: 48720.890625
Iteration 194Q: 24 clusters Score -2.695243e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145364 members 
Mstep: Class 2 contains 11678 members 
Mstep: Class 3 contains 29059 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12424 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18385 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 8407 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 22 contains 5257 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952454.000000 Penalty: 48720.890625
Iteration 195Q: 24 clusters Score -2.695245e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145371 members 
Mstep: Class 2 contains 11676 members 
Mstep: Class 3 contains 29059 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12422 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24171 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18412 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8407 members 
Mstep: Class 15 contains 2657 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 22 contains 5256 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952466.000000 Penalty: 48720.890625
Iteration 196Q: 24 clusters Score -2.695247e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 29058 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 12421 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24164 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18445 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8405 members 
Mstep: Class 15 contains 2630 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 8371 members 
Mstep: Class 24 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952498.000000 Penalty: 48720.890625
Iteration 197Q: 24 clusters Score -2.69525e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 29057 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24161 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18477 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8402 members 
Mstep: Class 15 contains 2609 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8371 members 
Mstep: Class 24 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952480.000000 Penalty: 48720.890625
Iteration 198Q: 24 clusters Score -2.695248e+07 nChanged 83
Entering ConstructFrom: 
Score: -26952480.000000 Penalty: 48720.890625
Entering ConstructFrom: 
Trying to split cluster 1 (145379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Entering Unmasked Estep 
Score: -8863871.000000 Penalty: 1931.653687
	Iteration 0F: 2 clusters Score -8863871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -8766376.000000 Penalty: 3863.307373
	Iteration 0F: 3 clusters Score -8766376 nChanged 70077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -8808040.000000 Penalty: 3863.307373
	Iteration 1F: 3 clusters Score -8808040 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -8810059.000000 Penalty: 3863.307373
	Iteration 2Q: 3 clusters Score -8810059 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -8813417.000000 Penalty: 3863.307373
	Iteration 3Q: 3 clusters Score -8813417 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -8819140.000000 Penalty: 3863.307373
	Iteration 4F: 3 clusters Score -8819140 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -8827902.000000 Penalty: 3863.307373
	Iteration 5F: 3 clusters Score -8827902 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116248 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -8838739.000000 Penalty: 3863.307373
	Iteration 6F: 3 clusters Score -8838739 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125681 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -8849115.000000 Penalty: 3863.307373
	Iteration 7F: 3 clusters Score -8849115 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131337 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -8856613.000000 Penalty: 3863.307373
	Iteration 8Q: 3 clusters Score -8856613 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133695 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -8860647.000000 Penalty: 3863.307373
	Iteration 9Q: 3 clusters Score -8860647 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134578 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -8861991.000000 Penalty: 3863.307373
	Iteration 10Q: 3 clusters Score -8861991 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135154 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -8862558.000000 Penalty: 3863.307373
	Iteration 11Q: 3 clusters Score -8862558 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -8862735.000000 Penalty: 3863.307373
	Iteration 12Q: 3 clusters Score -8862735 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136051 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -8862879.000000 Penalty: 3863.307373
	Iteration 13Q: 3 clusters Score -8862879 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136376 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -8862937.000000 Penalty: 3863.307373
	Iteration 14Q: 3 clusters Score -8862937 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -8862999.000000 Penalty: 3863.307373
	Iteration 15Q: 3 clusters Score -8862999 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136904 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -8863026.000000 Penalty: 3863.307373
	Iteration 16Q: 3 clusters Score -8863026 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137119 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -8863049.000000 Penalty: 3863.307373
	Iteration 17Q: 3 clusters Score -8863049 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137308 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -8863062.000000 Penalty: 3863.307373
	Iteration 18Q: 3 clusters Score -8863062 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137482 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -8863065.000000 Penalty: 3863.307373
	Iteration 19Q: 3 clusters Score -8863065 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137631 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -8863099.000000 Penalty: 3863.307373
	Iteration 20F: 3 clusters Score -8863099 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137755 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -8863100.000000 Penalty: 3863.307373
	Iteration 21Q: 3 clusters Score -8863100 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137868 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -8863126.000000 Penalty: 3863.307373
	Iteration 22Q: 3 clusters Score -8863126 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137974 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -8863140.000000 Penalty: 3863.307373
	Iteration 23Q: 3 clusters Score -8863140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138054 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -8863134.000000 Penalty: 3863.307373
	Iteration 24Q: 3 clusters Score -8863134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138116 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -8863161.000000 Penalty: 3863.307373
	Iteration 25Q: 3 clusters Score -8863161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138179 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -8863178.000000 Penalty: 3863.307373
	Iteration 26Q: 3 clusters Score -8863178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138235 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -8863169.000000 Penalty: 3863.307373
	Iteration 27Q: 3 clusters Score -8863169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -8863169.000000 Penalty: 3863.307373
	Iteration 28Q: 3 clusters Score -8863169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -8863166.000000 Penalty: 3863.307373
	Iteration 29Q: 3 clusters Score -8863166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -8863178.000000 Penalty: 3863.307373
	Iteration 30Q: 3 clusters Score -8863178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138408 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -8863183.000000 Penalty: 3863.307373
	Iteration 31Q: 3 clusters Score -8863183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138440 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -8863166.000000 Penalty: 3863.307373
	Iteration 32Q: 3 clusters Score -8863166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138464 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -8863168.000000 Penalty: 3863.307373
	Iteration 33Q: 3 clusters Score -8863168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138489 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8863172.000000 Penalty: 3863.307373
	Iteration 34Q: 3 clusters Score -8863172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138510 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -8863163.000000 Penalty: 3863.307373
	Iteration 35Q: 3 clusters Score -8863163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -8863150.000000 Penalty: 3863.307373
	Iteration 36Q: 3 clusters Score -8863150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138548 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -8863155.000000 Penalty: 3863.307373
	Iteration 37Q: 3 clusters Score -8863155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138565 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -8863155.000000 Penalty: 3863.307373
	Iteration 38Q: 3 clusters Score -8863155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138577 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -8863154.000000 Penalty: 3863.307373
	Iteration 39Q: 3 clusters Score -8863154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -8863155.000000 Penalty: 3863.307373
	Iteration 40F: 3 clusters Score -8863155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138600 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -8863157.000000 Penalty: 3863.307373
	Iteration 41Q: 3 clusters Score -8863157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -8863163.000000 Penalty: 3863.307373
	Iteration 42Q: 3 clusters Score -8863163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -8863162.000000 Penalty: 3863.307373
	Iteration 43Q: 3 clusters Score -8863162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -8863158.000000 Penalty: 3863.307373
	Iteration 44Q: 3 clusters Score -8863158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138617 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -8863161.000000 Penalty: 3863.307373
	Iteration 45Q: 3 clusters Score -8863161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138617 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -8863161.000000 Penalty: 3863.307373
	Iteration 46F: 3 clusters Score -8863161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Entering Unmasked Estep 
Score: -692710.812500 Penalty: 1521.817993
	Iteration 0F: 2 clusters Score -692710.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -684412.125000 Penalty: 3043.635986
	Iteration 0F: 3 clusters Score -684412.1 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -687349.812500 Penalty: 3043.635986
	Iteration 1F: 3 clusters Score -687349.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -687940.187500 Penalty: 3043.635986
	Iteration 2F: 3 clusters Score -687940.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -688607.562500 Penalty: 3043.635986
	Iteration 3F: 3 clusters Score -688607.6 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -689241.437500 Penalty: 3043.635986
	Iteration 4F: 3 clusters Score -689241.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -689828.937500 Penalty: 3043.635986
	Iteration 5F: 3 clusters Score -689828.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -690376.625000 Penalty: 3043.635986
	Iteration 6F: 3 clusters Score -690376.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -690889.250000 Penalty: 3043.635986
	Iteration 7F: 3 clusters Score -690889.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -691297.625000 Penalty: 3043.635986
	Iteration 8Q: 3 clusters Score -691297.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -691579.625000 Penalty: 3043.635986
	Iteration 9Q: 3 clusters Score -691579.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -691799.375000 Penalty: 3043.635986
	Iteration 10Q: 3 clusters Score -691799.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -691963.687500 Penalty: 3043.635986
	Iteration 11Q: 3 clusters Score -691963.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -692066.812500 Penalty: 3043.635986
	Iteration 12Q: 3 clusters Score -692066.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -692140.750000 Penalty: 3043.635986
	Iteration 13Q: 3 clusters Score -692140.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -692190.812500 Penalty: 3043.635986
	Iteration 14Q: 3 clusters Score -692190.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -692224.750000 Penalty: 3043.635986
	Iteration 15Q: 3 clusters Score -692224.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -692252.625000 Penalty: 3043.635986
	Iteration 16Q: 3 clusters Score -692252.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -692269.000000 Penalty: 3043.635986
	Iteration 17Q: 3 clusters Score -692269 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -692282.562500 Penalty: 3043.635986
	Iteration 18Q: 3 clusters Score -692282.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -692295.250000 Penalty: 3043.635986
	Iteration 19Q: 3 clusters Score -692295.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -692307.500000 Penalty: 3043.635986
	Iteration 20F: 3 clusters Score -692307.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -692315.937500 Penalty: 3043.635986
	Iteration 21Q: 3 clusters Score -692315.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -692318.562500 Penalty: 3043.635986
	Iteration 22Q: 3 clusters Score -692318.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -692322.000000 Penalty: 3043.635986
	Iteration 23Q: 3 clusters Score -692322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -692324.437500 Penalty: 3043.635986
	Iteration 24Q: 3 clusters Score -692324.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -692325.437500 Penalty: 3043.635986
	Iteration 25Q: 3 clusters Score -692325.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -692323.937500 Penalty: 3043.635986
	Iteration 26Q: 3 clusters Score -692323.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -692323.812500 Penalty: 3043.635986
	Iteration 27Q: 3 clusters Score -692323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -692326.187500 Penalty: 3043.635986
	Iteration 28Q: 3 clusters Score -692326.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -692328.500000 Penalty: 3043.635986
	Iteration 29Q: 3 clusters Score -692328.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -692329.000000 Penalty: 3043.635986
	Iteration 30Q: 3 clusters Score -692329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -692330.750000 Penalty: 3043.635986
	Iteration 31Q: 3 clusters Score -692330.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -692333.250000 Penalty: 3043.635986
	Iteration 32Q: 3 clusters Score -692333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -692332.437500 Penalty: 3043.635986
	Iteration 33Q: 3 clusters Score -692332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -692331.812500 Penalty: 3043.635986
	Iteration 34Q: 3 clusters Score -692331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -692332.937500 Penalty: 3043.635986
	Iteration 35Q: 3 clusters Score -692332.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -692334.000000 Penalty: 3043.635986
	Iteration 36Q: 3 clusters Score -692334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -692333.250000 Penalty: 3043.635986
	Iteration 37Q: 3 clusters Score -692333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -692332.625000 Penalty: 3043.635986
	Iteration 38Q: 3 clusters Score -692332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -692332.625000 Penalty: 3043.635986
	Iteration 39F: 3 clusters Score -692332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Entering Unmasked Estep 
Score: -1783698.625000 Penalty: 1670.003784
	Iteration 0F: 2 clusters Score -1783699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1763988.875000 Penalty: 3340.007568
	Iteration 0F: 3 clusters Score -1763989 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1771483.875000 Penalty: 3340.007568
	Iteration 1F: 3 clusters Score -1771484 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1772037.375000 Penalty: 3340.007568
	Iteration 2Q: 3 clusters Score -1772037 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1772828.750000 Penalty: 3340.007568
	Iteration 3Q: 3 clusters Score -1772829 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1773783.500000 Penalty: 3340.007568
	Iteration 4F: 3 clusters Score -1773784 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1774787.250000 Penalty: 3340.007568
	Iteration 5F: 3 clusters Score -1774787 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1775820.125000 Penalty: 3340.007568
	Iteration 6F: 3 clusters Score -1775820 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1776813.125000 Penalty: 3340.007568
	Iteration 7F: 3 clusters Score -1776813 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1777697.875000 Penalty: 3340.007568
	Iteration 8F: 3 clusters Score -1777698 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1778502.500000 Penalty: 3340.007568
	Iteration 9Q: 3 clusters Score -1778502 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1779202.875000 Penalty: 3340.007568
	Iteration 10Q: 3 clusters Score -1779203 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -1779796.750000 Penalty: 3340.007568
	Iteration 11Q: 3 clusters Score -1779797 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1780311.875000 Penalty: 3340.007568
	Iteration 12Q: 3 clusters Score -1780312 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -1780754.500000 Penalty: 3340.007568
	Iteration 13Q: 3 clusters Score -1780754 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -1781151.500000 Penalty: 3340.007568
	Iteration 14Q: 3 clusters Score -1781152 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -1781478.875000 Penalty: 3340.007568
	Iteration 15Q: 3 clusters Score -1781479 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -1781760.750000 Penalty: 3340.007568
	Iteration 16Q: 3 clusters Score -1781761 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -1782020.875000 Penalty: 3340.007568
	Iteration 17Q: 3 clusters Score -1782021 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -1782253.875000 Penalty: 3340.007568
	Iteration 18Q: 3 clusters Score -1782254 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -1782446.750000 Penalty: 3340.007568
	Iteration 19Q: 3 clusters Score -1782447 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -1782604.000000 Penalty: 3340.007568
	Iteration 20F: 3 clusters Score -1782604 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -1782740.250000 Penalty: 3340.007568
	Iteration 21Q: 3 clusters Score -1782740 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -1782866.875000 Penalty: 3340.007568
	Iteration 22Q: 3 clusters Score -1782867 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -1782992.125000 Penalty: 3340.007568
	Iteration 23Q: 3 clusters Score -1782992 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -1783108.500000 Penalty: 3340.007568
	Iteration 24Q: 3 clusters Score -1783108 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -1783191.750000 Penalty: 3340.007568
	Iteration 25Q: 3 clusters Score -1783192 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -1783266.875000 Penalty: 3340.007568
	Iteration 26Q: 3 clusters Score -1783267 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -1783317.875000 Penalty: 3340.007568
	Iteration 27Q: 3 clusters Score -1783318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -1783363.875000 Penalty: 3340.007568
	Iteration 28Q: 3 clusters Score -1783364 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -1783391.875000 Penalty: 3340.007568
	Iteration 29Q: 3 clusters Score -1783392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1783413.625000 Penalty: 3340.007568
	Iteration 30Q: 3 clusters Score -1783414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -1783439.875000 Penalty: 3340.007568
	Iteration 31Q: 3 clusters Score -1783440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -1783455.750000 Penalty: 3340.007568
	Iteration 32Q: 3 clusters Score -1783456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -1783460.000000 Penalty: 3340.007568
	Iteration 33Q: 3 clusters Score -1783460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -1783469.625000 Penalty: 3340.007568
	Iteration 34Q: 3 clusters Score -1783470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -1783476.000000 Penalty: 3340.007568
	Iteration 35Q: 3 clusters Score -1783476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -1783480.375000 Penalty: 3340.007568
	Iteration 36Q: 3 clusters Score -1783480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -1783487.250000 Penalty: 3340.007568
	Iteration 37Q: 3 clusters Score -1783487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -1783490.500000 Penalty: 3340.007568
	Iteration 38Q: 3 clusters Score -1783490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -1783487.250000 Penalty: 3340.007568
	Iteration 39Q: 3 clusters Score -1783487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -1783490.250000 Penalty: 3340.007568
	Iteration 40F: 3 clusters Score -1783490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -1783493.750000 Penalty: 3340.007568
	Iteration 41Q: 3 clusters Score -1783494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -1783493.875000 Penalty: 3340.007568
	Iteration 42Q: 3 clusters Score -1783494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -1783495.375000 Penalty: 3340.007568
	Iteration 43Q: 3 clusters Score -1783495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -1783493.500000 Penalty: 3340.007568
	Iteration 44Q: 3 clusters Score -1783494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -1783495.625000 Penalty: 3340.007568
	Iteration 45Q: 3 clusters Score -1783496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -1783497.375000 Penalty: 3340.007568
	Iteration 46Q: 3 clusters Score -1783497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -1783496.875000 Penalty: 3340.007568
	Iteration 47Q: 3 clusters Score -1783497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -1783499.875000 Penalty: 3340.007568
	Iteration 48Q: 3 clusters Score -1783500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -1783500.500000 Penalty: 3340.007568
	Iteration 49Q: 3 clusters Score -1783500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -1783498.750000 Penalty: 3340.007568
	Iteration 50Q: 3 clusters Score -1783499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -1783504.000000 Penalty: 3340.007568
	Iteration 51Q: 3 clusters Score -1783504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -1783501.250000 Penalty: 3340.007568
	Iteration 52Q: 3 clusters Score -1783501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -1783504.750000 Penalty: 3340.007568
	Iteration 53Q: 3 clusters Score -1783505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -1783504.125000 Penalty: 3340.007568
	Iteration 54Q: 3 clusters Score -1783504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -1783504.875000 Penalty: 3340.007568
	Iteration 55Q: 3 clusters Score -1783505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -1783506.250000 Penalty: 3340.007568
	Iteration 56Q: 3 clusters Score -1783506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -1783507.500000 Penalty: 3340.007568
	Iteration 57Q: 3 clusters Score -1783508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -1783506.875000 Penalty: 3340.007568
	Iteration 58Q: 3 clusters Score -1783507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -1783505.875000 Penalty: 3340.007568
	Iteration 59Q: 3 clusters Score -1783506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -1783506.125000 Penalty: 3340.007568
	Iteration 60F: 3 clusters Score -1783506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -1783508.750000 Penalty: 3340.007568
	Iteration 61Q: 3 clusters Score -1783509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -1783513.375000 Penalty: 3340.007568
	Iteration 62Q: 3 clusters Score -1783513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -1783514.625000 Penalty: 3340.007568
	Iteration 63Q: 3 clusters Score -1783515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -1783519.500000 Penalty: 3340.007568
	Iteration 64Q: 3 clusters Score -1783520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -1783518.625000 Penalty: 3340.007568
	Iteration 65Q: 3 clusters Score -1783519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -1783515.125000 Penalty: 3340.007568
	Iteration 66Q: 3 clusters Score -1783515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -1783513.750000 Penalty: 3340.007568
	Iteration 67Q: 3 clusters Score -1783514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -1783513.750000 Penalty: 3340.007568
	Iteration 68F: 3 clusters Score -1783514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -187889.265625 Penalty: 1307.408081
	Iteration 0F: 2 clusters Score -187889.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -185088.609375 Penalty: 2614.816162
	Iteration 0F: 3 clusters Score -185088.6 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -185815.656250 Penalty: 2614.816162
	Iteration 1F: 3 clusters Score -185815.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -186026.171875 Penalty: 2614.816162
	Iteration 2F: 3 clusters Score -186026.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -186239.671875 Penalty: 2614.816162
	Iteration 3F: 3 clusters Score -186239.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -186419.437500 Penalty: 2614.816162
	Iteration 4F: 3 clusters Score -186419.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -186603.312500 Penalty: 2614.816162
	Iteration 5F: 3 clusters Score -186603.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -186743.562500 Penalty: 2614.816162
	Iteration 6F: 3 clusters Score -186743.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -186880.375000 Penalty: 2614.816162
	Iteration 7F: 3 clusters Score -186880.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -187003.656250 Penalty: 2614.816162
	Iteration 8Q: 3 clusters Score -187003.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187123.812500 Penalty: 2614.816162
	Iteration 9Q: 3 clusters Score -187123.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187233.421875 Penalty: 2614.816162
	Iteration 10Q: 3 clusters Score -187233.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -187346.406250 Penalty: 2614.816162
	Iteration 11Q: 3 clusters Score -187346.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -187440.015625 Penalty: 2614.816162
	Iteration 12Q: 3 clusters Score -187440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -187523.640625 Penalty: 2614.816162
	Iteration 13Q: 3 clusters Score -187523.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -187599.187500 Penalty: 2614.816162
	Iteration 14Q: 3 clusters Score -187599.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -187647.875000 Penalty: 2614.816162
	Iteration 15Q: 3 clusters Score -187647.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -187687.015625 Penalty: 2614.816162
	Iteration 16Q: 3 clusters Score -187687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -187711.328125 Penalty: 2614.816162
	Iteration 17Q: 3 clusters Score -187711.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -187754.125000 Penalty: 2614.816162
	Iteration 18Q: 3 clusters Score -187754.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -187797.921875 Penalty: 2614.816162
	Iteration 19Q: 3 clusters Score -187797.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -187830.703125 Penalty: 2614.816162
	Iteration 20F: 3 clusters Score -187830.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -187849.484375 Penalty: 2614.816162
	Iteration 21Q: 3 clusters Score -187849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -187851.156250 Penalty: 2614.816162
	Iteration 22Q: 3 clusters Score -187851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -187852.343750 Penalty: 2614.816162
	Iteration 23Q: 3 clusters Score -187852.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -187852.843750 Penalty: 2614.816162
	Iteration 24Q: 3 clusters Score -187852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -187852.843750 Penalty: 2614.816162
	Iteration 25F: 3 clusters Score -187852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Entering Unmasked Estep 
Score: -780817.062500 Penalty: 1531.871704
	Iteration 0F: 2 clusters Score -780817.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -772101.250000 Penalty: 3063.743408
	Iteration 0F: 3 clusters Score -772101.2 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -775047.562500 Penalty: 3063.743408
	Iteration 1F: 3 clusters Score -775047.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -775335.937500 Penalty: 3063.743408
	Iteration 2F: 3 clusters Score -775335.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -775572.687500 Penalty: 3063.743408
	Iteration 3Q: 3 clusters Score -775572.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -775788.562500 Penalty: 3063.743408
	Iteration 4Q: 3 clusters Score -775788.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -776011.500000 Penalty: 3063.743408
	Iteration 5Q: 3 clusters Score -776011.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -776250.562500 Penalty: 3063.743408
	Iteration 6Q: 3 clusters Score -776250.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -776487.312500 Penalty: 3063.743408
	Iteration 7Q: 3 clusters Score -776487.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -776781.000000 Penalty: 3063.743408
	Iteration 8Q: 3 clusters Score -776781 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -777098.750000 Penalty: 3063.743408
	Iteration 9Q: 3 clusters Score -777098.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -777424.500000 Penalty: 3063.743408
	Iteration 10Q: 3 clusters Score -777424.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -777727.937500 Penalty: 3063.743408
	Iteration 11Q: 3 clusters Score -777727.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -777976.687500 Penalty: 3063.743408
	Iteration 12Q: 3 clusters Score -777976.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -778128.812500 Penalty: 3063.743408
	Iteration 13Q: 3 clusters Score -778128.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -778205.750000 Penalty: 3063.743408
	Iteration 14Q: 3 clusters Score -778205.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -778238.375000 Penalty: 3063.743408
	Iteration 15Q: 3 clusters Score -778238.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -778258.687500 Penalty: 3063.743408
	Iteration 16Q: 3 clusters Score -778258.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -778269.562500 Penalty: 3063.743408
	Iteration 17Q: 3 clusters Score -778269.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -778278.062500 Penalty: 3063.743408
	Iteration 18Q: 3 clusters Score -778278.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -778284.937500 Penalty: 3063.743408
	Iteration 19Q: 3 clusters Score -778284.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -778287.125000 Penalty: 3063.743408
	Iteration 20F: 3 clusters Score -778287.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -778292.187500 Penalty: 3063.743408
	Iteration 21Q: 3 clusters Score -778292.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -778292.937500 Penalty: 3063.743408
	Iteration 22Q: 3 clusters Score -778292.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -778298.500000 Penalty: 3063.743408
	Iteration 23Q: 3 clusters Score -778298.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -778298.437500 Penalty: 3063.743408
	Iteration 24Q: 3 clusters Score -778298.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -778303.125000 Penalty: 3063.743408
	Iteration 25Q: 3 clusters Score -778303.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -778305.687500 Penalty: 3063.743408
	Iteration 26Q: 3 clusters Score -778305.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -778308.125000 Penalty: 3063.743408
	Iteration 27Q: 3 clusters Score -778308.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -778309.625000 Penalty: 3063.743408
	Iteration 28Q: 3 clusters Score -778309.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -778314.250000 Penalty: 3063.743408
	Iteration 29Q: 3 clusters Score -778314.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -778315.562500 Penalty: 3063.743408
	Iteration 30Q: 3 clusters Score -778315.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -778318.187500 Penalty: 3063.743408
	Iteration 31Q: 3 clusters Score -778318.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -778319.187500 Penalty: 3063.743408
	Iteration 32Q: 3 clusters Score -778319.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -778322.625000 Penalty: 3063.743408
	Iteration 33Q: 3 clusters Score -778322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -778322.875000 Penalty: 3063.743408
	Iteration 34Q: 3 clusters Score -778322.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -778323.562500 Penalty: 3063.743408
	Iteration 35Q: 3 clusters Score -778323.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -778326.187500 Penalty: 3063.743408
	Iteration 36Q: 3 clusters Score -778326.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -778327.562500 Penalty: 3063.743408
	Iteration 37Q: 3 clusters Score -778327.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -778328.062500 Penalty: 3063.743408
	Iteration 38Q: 3 clusters Score -778328.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -778329.750000 Penalty: 3063.743408
	Iteration 39Q: 3 clusters Score -778329.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -778331.750000 Penalty: 3063.743408
	Iteration 40F: 3 clusters Score -778331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -778333.250000 Penalty: 3063.743408
	Iteration 41Q: 3 clusters Score -778333.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -778332.750000 Penalty: 3063.743408
	Iteration 42Q: 3 clusters Score -778332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -778332.250000 Penalty: 3063.743408
	Iteration 43Q: 3 clusters Score -778332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -778333.125000 Penalty: 3063.743408
	Iteration 44Q: 3 clusters Score -778333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -778332.625000 Penalty: 3063.743408
	Iteration 45Q: 3 clusters Score -778332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -778333.250000 Penalty: 3063.743408
	Iteration 46Q: 3 clusters Score -778333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -778333.437500 Penalty: 3063.743408
	Iteration 47Q: 3 clusters Score -778333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -778333.125000 Penalty: 3063.743408
	Iteration 48Q: 3 clusters Score -778333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -778337.062500 Penalty: 3063.743408
	Iteration 49Q: 3 clusters Score -778337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -778336.875000 Penalty: 3063.743408
	Iteration 50Q: 3 clusters Score -778336.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -778338.187500 Penalty: 3063.743408
	Iteration 51Q: 3 clusters Score -778338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -778337.500000 Penalty: 3063.743408
	Iteration 52Q: 3 clusters Score -778337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -778338.875000 Penalty: 3063.743408
	Iteration 53Q: 3 clusters Score -778338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -778340.125000 Penalty: 3063.743408
	Iteration 54Q: 3 clusters Score -778340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -778338.500000 Penalty: 3063.743408
	Iteration 55Q: 3 clusters Score -778338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -778338.625000 Penalty: 3063.743408
	Iteration 56Q: 3 clusters Score -778338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -778341.562500 Penalty: 3063.743408
	Iteration 57Q: 3 clusters Score -778341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -778339.250000 Penalty: 3063.743408
	Iteration 58Q: 3 clusters Score -778339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -778340.375000 Penalty: 3063.743408
	Iteration 59Q: 3 clusters Score -778340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -778340.312500 Penalty: 3063.743408
	Iteration 60F: 3 clusters Score -778340.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -778342.250000 Penalty: 3063.743408
	Iteration 61Q: 3 clusters Score -778342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -778342.250000 Penalty: 3063.743408
	Iteration 62Q: 3 clusters Score -778342.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -778342.500000 Penalty: 3063.743408
	Iteration 63Q: 3 clusters Score -778342.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -778342.937500 Penalty: 3063.743408
	Iteration 64Q: 3 clusters Score -778342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -778344.125000 Penalty: 3063.743408
	Iteration 65Q: 3 clusters Score -778344.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -778345.125000 Penalty: 3063.743408
	Iteration 66Q: 3 clusters Score -778345.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -778345.125000 Penalty: 3063.743408
	Iteration 67Q: 3 clusters Score -778345.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -778347.625000 Penalty: 3063.743408
	Iteration 68Q: 3 clusters Score -778347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -778346.125000 Penalty: 3063.743408
	Iteration 69Q: 3 clusters Score -778346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -778347.625000 Penalty: 3063.743408
	Iteration 70Q: 3 clusters Score -778347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -778348.937500 Penalty: 3063.743408
	Iteration 71Q: 3 clusters Score -778348.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -778348.375000 Penalty: 3063.743408
	Iteration 72Q: 3 clusters Score -778348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -778349.687500 Penalty: 3063.743408
	Iteration 73Q: 3 clusters Score -778349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -778349.000000 Penalty: 3063.743408
	Iteration 74Q: 3 clusters Score -778349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -778350.750000 Penalty: 3063.743408
	Iteration 75Q: 3 clusters Score -778350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -778349.812500 Penalty: 3063.743408
	Iteration 76Q: 3 clusters Score -778349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -778350.375000 Penalty: 3063.743408
	Iteration 77Q: 3 clusters Score -778350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -778350.000000 Penalty: 3063.743408
	Iteration 78Q: 3 clusters Score -778350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -778349.812500 Penalty: 3063.743408
	Iteration 79Q: 3 clusters Score -778349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -778350.375000 Penalty: 3063.743408
	Iteration 80F: 3 clusters Score -778350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -778350.187500 Penalty: 3063.743408
	Iteration 81Q: 3 clusters Score -778350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -778350.187500 Penalty: 3063.743408
	Iteration 82F: 3 clusters Score -778350.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -107515.156250 Penalty: 1241.285522
	Iteration 0F: 2 clusters Score -107515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -105392.945312 Penalty: 2482.571045
	Iteration 0F: 3 clusters Score -105392.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -105888.554688 Penalty: 2482.571045
	Iteration 1F: 3 clusters Score -105888.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -106038.406250 Penalty: 2482.571045
	Iteration 2F: 3 clusters Score -106038.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -106137.359375 Penalty: 2482.571045
	Iteration 3Q: 3 clusters Score -106137.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -106194.570312 Penalty: 2482.571045
	Iteration 4Q: 3 clusters Score -106194.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -106239.015625 Penalty: 2482.571045
	Iteration 5Q: 3 clusters Score -106239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -106272.656250 Penalty: 2482.571045
	Iteration 6Q: 3 clusters Score -106272.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -106298.023438 Penalty: 2482.571045
	Iteration 7Q: 3 clusters Score -106298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -106327.375000 Penalty: 2482.571045
	Iteration 8Q: 3 clusters Score -106327.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -106366.539062 Penalty: 2482.571045
	Iteration 9Q: 3 clusters Score -106366.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -106396.382812 Penalty: 2482.571045
	Iteration 10Q: 3 clusters Score -106396.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -106419.093750 Penalty: 2482.571045
	Iteration 11Q: 3 clusters Score -106419.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -106439.851562 Penalty: 2482.571045
	Iteration 12Q: 3 clusters Score -106439.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -106460.125000 Penalty: 2482.571045
	Iteration 13Q: 3 clusters Score -106460.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -106479.242188 Penalty: 2482.571045
	Iteration 14Q: 3 clusters Score -106479.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -106495.335938 Penalty: 2482.571045
	Iteration 15Q: 3 clusters Score -106495.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -106508.007812 Penalty: 2482.571045
	Iteration 16Q: 3 clusters Score -106508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -106519.859375 Penalty: 2482.571045
	Iteration 17Q: 3 clusters Score -106519.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -106532.742188 Penalty: 2482.571045
	Iteration 18Q: 3 clusters Score -106532.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -106545.765625 Penalty: 2482.571045
	Iteration 19Q: 3 clusters Score -106545.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -106557.843750 Penalty: 2482.571045
	Iteration 20F: 3 clusters Score -106557.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -106569.226562 Penalty: 2482.571045
	Iteration 21Q: 3 clusters Score -106569.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -106580.257812 Penalty: 2482.571045
	Iteration 22Q: 3 clusters Score -106580.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -106592.898438 Penalty: 2482.571045
	Iteration 23Q: 3 clusters Score -106592.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -106602.585938 Penalty: 2482.571045
	Iteration 24Q: 3 clusters Score -106602.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -106609.351562 Penalty: 2482.571045
	Iteration 25Q: 3 clusters Score -106609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -106616.656250 Penalty: 2482.571045
	Iteration 26Q: 3 clusters Score -106616.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -106621.554688 Penalty: 2482.571045
	Iteration 27Q: 3 clusters Score -106621.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -106627.484375 Penalty: 2482.571045
	Iteration 28Q: 3 clusters Score -106627.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -106632.835938 Penalty: 2482.571045
	Iteration 29Q: 3 clusters Score -106632.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -106642.304688 Penalty: 2482.571045
	Iteration 30Q: 3 clusters Score -106642.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -106650.273438 Penalty: 2482.571045
	Iteration 31Q: 3 clusters Score -106650.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -106654.257812 Penalty: 2482.571045
	Iteration 32Q: 3 clusters Score -106654.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -106659.828125 Penalty: 2482.571045
	Iteration 33Q: 3 clusters Score -106659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -106662.414062 Penalty: 2482.571045
	Iteration 34Q: 3 clusters Score -106662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -106667.445312 Penalty: 2482.571045
	Iteration 35Q: 3 clusters Score -106667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -106688.718750 Penalty: 2482.571045
	Iteration 36Q: 3 clusters Score -106688.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -106724.273438 Penalty: 2482.571045
	Iteration 37Q: 3 clusters Score -106724.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -106740.695312 Penalty: 2482.571045
	Iteration 38Q: 3 clusters Score -106740.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -106750.570312 Penalty: 2482.571045
	Iteration 39Q: 3 clusters Score -106750.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -106756.187500 Penalty: 2482.571045
	Iteration 40F: 3 clusters Score -106756.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -106760.179688 Penalty: 2482.571045
	Iteration 41Q: 3 clusters Score -106760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -106765.468750 Penalty: 2482.571045
	Iteration 42Q: 3 clusters Score -106765.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -106767.453125 Penalty: 2482.571045
	Iteration 43Q: 3 clusters Score -106767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -106767.671875 Penalty: 2482.571045
	Iteration 44Q: 3 clusters Score -106767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -106768.359375 Penalty: 2482.571045
	Iteration 45Q: 3 clusters Score -106768.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -106769.734375 Penalty: 2482.571045
	Iteration 46Q: 3 clusters Score -106769.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -106770.898438 Penalty: 2482.571045
	Iteration 47Q: 3 clusters Score -106770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -106771.000000 Penalty: 2482.571045
	Iteration 48Q: 3 clusters Score -106771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -106771.953125 Penalty: 2482.571045
	Iteration 49Q: 3 clusters Score -106772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -106772.140625 Penalty: 2482.571045
	Iteration 50Q: 3 clusters Score -106772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -106772.250000 Penalty: 2482.571045
	Iteration 51Q: 3 clusters Score -106772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -106772.250000 Penalty: 2482.571045
	Iteration 52F: 3 clusters Score -106772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Entering Unmasked Estep 
Score: -377333.781250 Penalty: 1417.921387
	Iteration 0F: 2 clusters Score -377333.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -372624.062500 Penalty: 2835.842773
	Iteration 0F: 3 clusters Score -372624.1 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -374090.125000 Penalty: 2835.842773
	Iteration 1F: 3 clusters Score -374090.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -374405.875000 Penalty: 2835.842773
	Iteration 2F: 3 clusters Score -374405.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -374704.687500 Penalty: 2835.842773
	Iteration 3F: 3 clusters Score -374704.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -374952.437500 Penalty: 2835.842773
	Iteration 4F: 3 clusters Score -374952.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -375145.656250 Penalty: 2835.842773
	Iteration 5F: 3 clusters Score -375145.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -375304.500000 Penalty: 2835.842773
	Iteration 6Q: 3 clusters Score -375304.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -375446.593750 Penalty: 2835.842773
	Iteration 7Q: 3 clusters Score -375446.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -375578.218750 Penalty: 2835.842773
	Iteration 8Q: 3 clusters Score -375578.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -375694.281250 Penalty: 2835.842773
	Iteration 9Q: 3 clusters Score -375694.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -375805.156250 Penalty: 2835.842773
	Iteration 10Q: 3 clusters Score -375805.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -375900.218750 Penalty: 2835.842773
	Iteration 11Q: 3 clusters Score -375900.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -375974.687500 Penalty: 2835.842773
	Iteration 12Q: 3 clusters Score -375974.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -376035.343750 Penalty: 2835.842773
	Iteration 13Q: 3 clusters Score -376035.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -376095.156250 Penalty: 2835.842773
	Iteration 14Q: 3 clusters Score -376095.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -376137.625000 Penalty: 2835.842773
	Iteration 15Q: 3 clusters Score -376137.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -376193.687500 Penalty: 2835.842773
	Iteration 16Q: 3 clusters Score -376193.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -376247.093750 Penalty: 2835.842773
	Iteration 17Q: 3 clusters Score -376247.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -376294.843750 Penalty: 2835.842773
	Iteration 18Q: 3 clusters Score -376294.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -376335.718750 Penalty: 2835.842773
	Iteration 19Q: 3 clusters Score -376335.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -376361.343750 Penalty: 2835.842773
	Iteration 20F: 3 clusters Score -376361.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -376379.218750 Penalty: 2835.842773
	Iteration 21Q: 3 clusters Score -376379.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -376396.000000 Penalty: 2835.842773
	Iteration 22Q: 3 clusters Score -376396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -376414.375000 Penalty: 2835.842773
	Iteration 23Q: 3 clusters Score -376414.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -376430.906250 Penalty: 2835.842773
	Iteration 24Q: 3 clusters Score -376430.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -376442.781250 Penalty: 2835.842773
	Iteration 25Q: 3 clusters Score -376442.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -376451.468750 Penalty: 2835.842773
	Iteration 26Q: 3 clusters Score -376451.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -376462.250000 Penalty: 2835.842773
	Iteration 27Q: 3 clusters Score -376462.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -376470.000000 Penalty: 2835.842773
	Iteration 28Q: 3 clusters Score -376470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -376476.218750 Penalty: 2835.842773
	Iteration 29Q: 3 clusters Score -376476.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -376478.031250 Penalty: 2835.842773
	Iteration 30Q: 3 clusters Score -376478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -376481.562500 Penalty: 2835.842773
	Iteration 31Q: 3 clusters Score -376481.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -376485.250000 Penalty: 2835.842773
	Iteration 32Q: 3 clusters Score -376485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -376488.843750 Penalty: 2835.842773
	Iteration 33Q: 3 clusters Score -376488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -376489.343750 Penalty: 2835.842773
	Iteration 34Q: 3 clusters Score -376489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -376489.000000 Penalty: 2835.842773
	Iteration 35Q: 3 clusters Score -376489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -376491.750000 Penalty: 2835.842773
	Iteration 36Q: 3 clusters Score -376491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -376492.625000 Penalty: 2835.842773
	Iteration 37Q: 3 clusters Score -376492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -376492.625000 Penalty: 2835.842773
	Iteration 38F: 3 clusters Score -376492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Entering Unmasked Estep 
Score: -1520872.000000 Penalty: 1640.016968
	Iteration 0F: 2 clusters Score -1520872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1504470.500000 Penalty: 3280.033936
	Iteration 0F: 3 clusters Score -1504470 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1510576.750000 Penalty: 3280.033936
	Iteration 1F: 3 clusters Score -1510577 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1510899.375000 Penalty: 3280.033936
	Iteration 2Q: 3 clusters Score -1510899 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1511170.000000 Penalty: 3280.033936
	Iteration 3Q: 3 clusters Score -1511170 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1511415.750000 Penalty: 3280.033936
	Iteration 4Q: 3 clusters Score -1511416 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1511666.125000 Penalty: 3280.033936
	Iteration 5Q: 3 clusters Score -1511666 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1511934.875000 Penalty: 3280.033936
	Iteration 6Q: 3 clusters Score -1511935 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1512245.000000 Penalty: 3280.033936
	Iteration 7Q: 3 clusters Score -1512245 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1512589.125000 Penalty: 3280.033936
	Iteration 8Q: 3 clusters Score -1512589 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1513012.375000 Penalty: 3280.033936
	Iteration 9Q: 3 clusters Score -1513012 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1513525.125000 Penalty: 3280.033936
	Iteration 10Q: 3 clusters Score -1513525 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1514126.625000 Penalty: 3280.033936
	Iteration 11Q: 3 clusters Score -1514127 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1514835.625000 Penalty: 3280.033936
	Iteration 12Q: 3 clusters Score -1514836 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1515576.500000 Penalty: 3280.033936
	Iteration 13Q: 3 clusters Score -1515576 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1516353.875000 Penalty: 3280.033936
	Iteration 14Q: 3 clusters Score -1516354 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1516961.000000 Penalty: 3280.033936
	Iteration 15Q: 3 clusters Score -1516961 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1517354.375000 Penalty: 3280.033936
	Iteration 16Q: 3 clusters Score -1517354 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1517593.000000 Penalty: 3280.033936
	Iteration 17Q: 3 clusters Score -1517593 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1517782.875000 Penalty: 3280.033936
	Iteration 18Q: 3 clusters Score -1517783 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1517955.875000 Penalty: 3280.033936
	Iteration 19Q: 3 clusters Score -1517956 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1518104.625000 Penalty: 3280.033936
	Iteration 20F: 3 clusters Score -1518105 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1518225.000000 Penalty: 3280.033936
	Iteration 21Q: 3 clusters Score -1518225 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1518336.875000 Penalty: 3280.033936
	Iteration 22Q: 3 clusters Score -1518337 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -1518424.000000 Penalty: 3280.033936
	Iteration 23Q: 3 clusters Score -1518424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -1518486.750000 Penalty: 3280.033936
	Iteration 24Q: 3 clusters Score -1518487 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1518539.000000 Penalty: 3280.033936
	Iteration 25Q: 3 clusters Score -1518539 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -1518593.125000 Penalty: 3280.033936
	Iteration 26Q: 3 clusters Score -1518593 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -1518629.500000 Penalty: 3280.033936
	Iteration 27Q: 3 clusters Score -1518630 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -1518678.125000 Penalty: 3280.033936
	Iteration 28Q: 3 clusters Score -1518678 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -1518712.625000 Penalty: 3280.033936
	Iteration 29Q: 3 clusters Score -1518713 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -1518753.625000 Penalty: 3280.033936
	Iteration 30Q: 3 clusters Score -1518754 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -1518794.625000 Penalty: 3280.033936
	Iteration 31Q: 3 clusters Score -1518795 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1518822.500000 Penalty: 3280.033936
	Iteration 32Q: 3 clusters Score -1518822 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -1518860.875000 Penalty: 3280.033936
	Iteration 33Q: 3 clusters Score -1518861 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1518890.125000 Penalty: 3280.033936
	Iteration 34Q: 3 clusters Score -1518890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -1518924.375000 Penalty: 3280.033936
	Iteration 35Q: 3 clusters Score -1518924 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -1518954.125000 Penalty: 3280.033936
	Iteration 36Q: 3 clusters Score -1518954 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -1518994.750000 Penalty: 3280.033936
	Iteration 37Q: 3 clusters Score -1518995 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -1519024.125000 Penalty: 3280.033936
	Iteration 38Q: 3 clusters Score -1519024 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -1519051.500000 Penalty: 3280.033936
	Iteration 39Q: 3 clusters Score -1519052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -1519074.500000 Penalty: 3280.033936
	Iteration 40F: 3 clusters Score -1519074 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -1519107.125000 Penalty: 3280.033936
	Iteration 41Q: 3 clusters Score -1519107 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -1519136.375000 Penalty: 3280.033936
	Iteration 42Q: 3 clusters Score -1519136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -1519161.750000 Penalty: 3280.033936
	Iteration 43Q: 3 clusters Score -1519162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -1519185.750000 Penalty: 3280.033936
	Iteration 44Q: 3 clusters Score -1519186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -1519200.000000 Penalty: 3280.033936
	Iteration 45Q: 3 clusters Score -1519200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -1519219.125000 Penalty: 3280.033936
	Iteration 46Q: 3 clusters Score -1519219 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -1519247.750000 Penalty: 3280.033936
	Iteration 47Q: 3 clusters Score -1519248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -1519272.875000 Penalty: 3280.033936
	Iteration 48Q: 3 clusters Score -1519273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -1519289.250000 Penalty: 3280.033936
	Iteration 49Q: 3 clusters Score -1519289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -1519311.375000 Penalty: 3280.033936
	Iteration 50Q: 3 clusters Score -1519311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -1519328.750000 Penalty: 3280.033936
	Iteration 51Q: 3 clusters Score -1519329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -1519352.875000 Penalty: 3280.033936
	Iteration 52Q: 3 clusters Score -1519353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -1519369.875000 Penalty: 3280.033936
	Iteration 53Q: 3 clusters Score -1519370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -1519379.375000 Penalty: 3280.033936
	Iteration 54Q: 3 clusters Score -1519379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -1519397.875000 Penalty: 3280.033936
	Iteration 55Q: 3 clusters Score -1519398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -1519413.625000 Penalty: 3280.033936
	Iteration 56Q: 3 clusters Score -1519414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -1519424.000000 Penalty: 3280.033936
	Iteration 57Q: 3 clusters Score -1519424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -1519439.125000 Penalty: 3280.033936
	Iteration 58Q: 3 clusters Score -1519439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -1519446.750000 Penalty: 3280.033936
	Iteration 59Q: 3 clusters Score -1519447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -1519452.750000 Penalty: 3280.033936
	Iteration 60F: 3 clusters Score -1519453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -1519459.000000 Penalty: 3280.033936
	Iteration 61Q: 3 clusters Score -1519459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -1519469.875000 Penalty: 3280.033936
	Iteration 62Q: 3 clusters Score -1519470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -1519478.875000 Penalty: 3280.033936
	Iteration 63Q: 3 clusters Score -1519479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -1519483.500000 Penalty: 3280.033936
	Iteration 64Q: 3 clusters Score -1519484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -1519486.500000 Penalty: 3280.033936
	Iteration 65Q: 3 clusters Score -1519486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -1519489.750000 Penalty: 3280.033936
	Iteration 66Q: 3 clusters Score -1519490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -1519496.125000 Penalty: 3280.033936
	Iteration 67Q: 3 clusters Score -1519496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1519497.375000 Penalty: 3280.033936
	Iteration 68Q: 3 clusters Score -1519497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -1519501.375000 Penalty: 3280.033936
	Iteration 69Q: 3 clusters Score -1519501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -1519506.250000 Penalty: 3280.033936
	Iteration 70Q: 3 clusters Score -1519506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -1519503.000000 Penalty: 3280.033936
	Iteration 71Q: 3 clusters Score -1519503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -1519501.500000 Penalty: 3280.033936
	Iteration 72Q: 3 clusters Score -1519502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -1519508.875000 Penalty: 3280.033936
	Iteration 73Q: 3 clusters Score -1519509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -1519505.125000 Penalty: 3280.033936
	Iteration 74Q: 3 clusters Score -1519505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -1519505.875000 Penalty: 3280.033936
	Iteration 75Q: 3 clusters Score -1519506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -1519506.500000 Penalty: 3280.033936
	Iteration 76Q: 3 clusters Score -1519506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -1519506.875000 Penalty: 3280.033936
	Iteration 77Q: 3 clusters Score -1519507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -1519510.250000 Penalty: 3280.033936
	Iteration 78Q: 3 clusters Score -1519510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -1519514.875000 Penalty: 3280.033936
	Iteration 79Q: 3 clusters Score -1519515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -1519513.375000 Penalty: 3280.033936
	Iteration 80F: 3 clusters Score -1519513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -1519515.500000 Penalty: 3280.033936
	Iteration 81Q: 3 clusters Score -1519516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -1519514.875000 Penalty: 3280.033936
	Iteration 82Q: 3 clusters Score -1519515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -1519516.375000 Penalty: 3280.033936
	Iteration 83Q: 3 clusters Score -1519516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -1519521.875000 Penalty: 3280.033936
	Iteration 84Q: 3 clusters Score -1519522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -1519522.125000 Penalty: 3280.033936
	Iteration 85Q: 3 clusters Score -1519522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -1519521.625000 Penalty: 3280.033936
	Iteration 86Q: 3 clusters Score -1519522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -1519524.625000 Penalty: 3280.033936
	Iteration 87Q: 3 clusters Score -1519525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1519530.500000 Penalty: 3280.033936
	Iteration 88Q: 3 clusters Score -1519530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -1519536.750000 Penalty: 3280.033936
	Iteration 89Q: 3 clusters Score -1519537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -1519535.625000 Penalty: 3280.033936
	Iteration 90Q: 3 clusters Score -1519536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -1519540.000000 Penalty: 3280.033936
	Iteration 91Q: 3 clusters Score -1519540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -1519539.875000 Penalty: 3280.033936
	Iteration 92Q: 3 clusters Score -1519540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -1519543.500000 Penalty: 3280.033936
	Iteration 93Q: 3 clusters Score -1519544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -1519543.500000 Penalty: 3280.033936
	Iteration 94Q: 3 clusters Score -1519544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -1519544.875000 Penalty: 3280.033936
	Iteration 95Q: 3 clusters Score -1519545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -1519547.125000 Penalty: 3280.033936
	Iteration 96Q: 3 clusters Score -1519547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -1519548.250000 Penalty: 3280.033936
	Iteration 97Q: 3 clusters Score -1519548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -1519547.125000 Penalty: 3280.033936
	Iteration 98Q: 3 clusters Score -1519547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -1519547.875000 Penalty: 3280.033936
	Iteration 99Q: 3 clusters Score -1519548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -1519546.500000 Penalty: 3280.033936
	Iteration 100F: 3 clusters Score -1519546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -1519546.250000 Penalty: 3280.033936
	Iteration 101Q: 3 clusters Score -1519546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -1519549.000000 Penalty: 3280.033936
	Iteration 102Q: 3 clusters Score -1519549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -1519548.625000 Penalty: 3280.033936
	Iteration 103Q: 3 clusters Score -1519549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -1519550.750000 Penalty: 3280.033936
	Iteration 104Q: 3 clusters Score -1519551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -1519552.250000 Penalty: 3280.033936
	Iteration 105Q: 3 clusters Score -1519552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -1519555.250000 Penalty: 3280.033936
	Iteration 106Q: 3 clusters Score -1519555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -1519557.375000 Penalty: 3280.033936
	Iteration 107Q: 3 clusters Score -1519557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -1519554.375000 Penalty: 3280.033936
	Iteration 108Q: 3 clusters Score -1519554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -1519554.375000 Penalty: 3280.033936
	Iteration 109F: 3 clusters Score -1519554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Entering Unmasked Estep 
Score: -1811884.875000 Penalty: 1673.374512
	Iteration 0F: 2 clusters Score -1811885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1791900.250000 Penalty: 3346.749023
	Iteration 0F: 3 clusters Score -1791900 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1799473.125000 Penalty: 3346.749023
	Iteration 1F: 3 clusters Score -1799473 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1800034.875000 Penalty: 3346.749023
	Iteration 2Q: 3 clusters Score -1800035 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1800752.500000 Penalty: 3346.749023
	Iteration 3F: 3 clusters Score -1800752 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1801602.500000 Penalty: 3346.749023
	Iteration 4F: 3 clusters Score -1801602 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1802599.875000 Penalty: 3346.749023
	Iteration 5F: 3 clusters Score -1802600 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1803598.375000 Penalty: 3346.749023
	Iteration 6F: 3 clusters Score -1803598 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1804397.375000 Penalty: 3346.749023
	Iteration 7F: 3 clusters Score -1804397 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1805031.875000 Penalty: 3346.749023
	Iteration 8Q: 3 clusters Score -1805032 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1805479.500000 Penalty: 3346.749023
	Iteration 9Q: 3 clusters Score -1805480 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1805850.875000 Penalty: 3346.749023
	Iteration 10Q: 3 clusters Score -1805851 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1806236.250000 Penalty: 3346.749023
	Iteration 11Q: 3 clusters Score -1806236 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1806633.625000 Penalty: 3346.749023
	Iteration 12Q: 3 clusters Score -1806634 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1807096.125000 Penalty: 3346.749023
	Iteration 13Q: 3 clusters Score -1807096 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1807608.000000 Penalty: 3346.749023
	Iteration 14Q: 3 clusters Score -1807608 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1808139.250000 Penalty: 3346.749023
	Iteration 15Q: 3 clusters Score -1808139 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1808684.750000 Penalty: 3346.749023
	Iteration 16Q: 3 clusters Score -1808685 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1809203.875000 Penalty: 3346.749023
	Iteration 17Q: 3 clusters Score -1809204 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1809637.000000 Penalty: 3346.749023
	Iteration 18Q: 3 clusters Score -1809637 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1809973.500000 Penalty: 3346.749023
	Iteration 19Q: 3 clusters Score -1809974 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1810192.250000 Penalty: 3346.749023
	Iteration 20F: 3 clusters Score -1810192 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1810319.375000 Penalty: 3346.749023
	Iteration 21Q: 3 clusters Score -1810319 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1810391.250000 Penalty: 3346.749023
	Iteration 22Q: 3 clusters Score -1810391 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1810434.125000 Penalty: 3346.749023
	Iteration 23Q: 3 clusters Score -1810434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1810453.375000 Penalty: 3346.749023
	Iteration 24Q: 3 clusters Score -1810453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1810485.125000 Penalty: 3346.749023
	Iteration 25Q: 3 clusters Score -1810485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1810501.000000 Penalty: 3346.749023
	Iteration 26Q: 3 clusters Score -1810501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1810503.625000 Penalty: 3346.749023
	Iteration 27Q: 3 clusters Score -1810504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1810512.250000 Penalty: 3346.749023
	Iteration 28Q: 3 clusters Score -1810512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1810528.000000 Penalty: 3346.749023
	Iteration 29Q: 3 clusters Score -1810528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1810543.000000 Penalty: 3346.749023
	Iteration 30Q: 3 clusters Score -1810543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1810547.750000 Penalty: 3346.749023
	Iteration 31Q: 3 clusters Score -1810548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1810552.875000 Penalty: 3346.749023
	Iteration 32Q: 3 clusters Score -1810553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1810559.375000 Penalty: 3346.749023
	Iteration 33Q: 3 clusters Score -1810559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1810558.250000 Penalty: 3346.749023
	Iteration 34Q: 3 clusters Score -1810558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1810558.250000 Penalty: 3346.749023
	Iteration 35Q: 3 clusters Score -1810558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1810558.250000 Penalty: 3346.749023
	Iteration 36F: 3 clusters Score -1810558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Entering Unmasked Estep 
Score: -1164001.875000 Penalty: 1596.727051
	Iteration 0F: 2 clusters Score -1164002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1151301.000000 Penalty: 3193.454102
	Iteration 0F: 3 clusters Score -1151301 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1155828.750000 Penalty: 3193.454102
	Iteration 1F: 3 clusters Score -1155829 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1156087.250000 Penalty: 3193.454102
	Iteration 2Q: 3 clusters Score -1156087 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1156312.125000 Penalty: 3193.454102
	Iteration 3Q: 3 clusters Score -1156312 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1156540.625000 Penalty: 3193.454102
	Iteration 4Q: 3 clusters Score -1156541 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1156758.125000 Penalty: 3193.454102
	Iteration 5Q: 3 clusters Score -1156758 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1156987.250000 Penalty: 3193.454102
	Iteration 6Q: 3 clusters Score -1156987 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1157301.125000 Penalty: 3193.454102
	Iteration 7Q: 3 clusters Score -1157301 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1157699.000000 Penalty: 3193.454102
	Iteration 8Q: 3 clusters Score -1157699 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1158212.000000 Penalty: 3193.454102
	Iteration 9Q: 3 clusters Score -1158212 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1158863.125000 Penalty: 3193.454102
	Iteration 10F: 3 clusters Score -1158863 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1159580.500000 Penalty: 3193.454102
	Iteration 11F: 3 clusters Score -1159580 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1160279.125000 Penalty: 3193.454102
	Iteration 12Q: 3 clusters Score -1160279 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1160818.125000 Penalty: 3193.454102
	Iteration 13Q: 3 clusters Score -1160818 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1161175.000000 Penalty: 3193.454102
	Iteration 14Q: 3 clusters Score -1161175 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1161435.875000 Penalty: 3193.454102
	Iteration 15Q: 3 clusters Score -1161436 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1161616.250000 Penalty: 3193.454102
	Iteration 16Q: 3 clusters Score -1161616 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1161783.875000 Penalty: 3193.454102
	Iteration 17Q: 3 clusters Score -1161784 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1161924.625000 Penalty: 3193.454102
	Iteration 18Q: 3 clusters Score -1161925 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1162062.625000 Penalty: 3193.454102
	Iteration 19Q: 3 clusters Score -1162063 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1162191.750000 Penalty: 3193.454102
	Iteration 20F: 3 clusters Score -1162192 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1162298.750000 Penalty: 3193.454102
	Iteration 21Q: 3 clusters Score -1162299 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1162381.250000 Penalty: 3193.454102
	Iteration 22Q: 3 clusters Score -1162381 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1162439.375000 Penalty: 3193.454102
	Iteration 23Q: 3 clusters Score -1162439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1162485.875000 Penalty: 3193.454102
	Iteration 24Q: 3 clusters Score -1162486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1162515.000000 Penalty: 3193.454102
	Iteration 25Q: 3 clusters Score -1162515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1162533.375000 Penalty: 3193.454102
	Iteration 26Q: 3 clusters Score -1162533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1162547.500000 Penalty: 3193.454102
	Iteration 27Q: 3 clusters Score -1162548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1162555.250000 Penalty: 3193.454102
	Iteration 28Q: 3 clusters Score -1162555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1162566.500000 Penalty: 3193.454102
	Iteration 29Q: 3 clusters Score -1162566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1162572.875000 Penalty: 3193.454102
	Iteration 30Q: 3 clusters Score -1162573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1162578.750000 Penalty: 3193.454102
	Iteration 31Q: 3 clusters Score -1162579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1162585.125000 Penalty: 3193.454102
	Iteration 32Q: 3 clusters Score -1162585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1162590.125000 Penalty: 3193.454102
	Iteration 33Q: 3 clusters Score -1162590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1162596.875000 Penalty: 3193.454102
	Iteration 34Q: 3 clusters Score -1162597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1162598.750000 Penalty: 3193.454102
	Iteration 35Q: 3 clusters Score -1162599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1162602.750000 Penalty: 3193.454102
	Iteration 36Q: 3 clusters Score -1162603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1162606.125000 Penalty: 3193.454102
	Iteration 37Q: 3 clusters Score -1162606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1162609.750000 Penalty: 3193.454102
	Iteration 38Q: 3 clusters Score -1162610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1162615.500000 Penalty: 3193.454102
	Iteration 39Q: 3 clusters Score -1162616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1162618.625000 Penalty: 3193.454102
	Iteration 40F: 3 clusters Score -1162619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1162622.250000 Penalty: 3193.454102
	Iteration 41Q: 3 clusters Score -1162622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1162630.250000 Penalty: 3193.454102
	Iteration 42Q: 3 clusters Score -1162630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1162634.000000 Penalty: 3193.454102
	Iteration 43Q: 3 clusters Score -1162634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1162635.875000 Penalty: 3193.454102
	Iteration 44Q: 3 clusters Score -1162636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1162636.750000 Penalty: 3193.454102
	Iteration 45Q: 3 clusters Score -1162637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1162637.375000 Penalty: 3193.454102
	Iteration 46Q: 3 clusters Score -1162637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1162639.250000 Penalty: 3193.454102
	Iteration 47Q: 3 clusters Score -1162639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1162640.875000 Penalty: 3193.454102
	Iteration 48Q: 3 clusters Score -1162641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1162646.500000 Penalty: 3193.454102
	Iteration 49Q: 3 clusters Score -1162646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1162647.750000 Penalty: 3193.454102
	Iteration 50Q: 3 clusters Score -1162648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1162649.125000 Penalty: 3193.454102
	Iteration 51Q: 3 clusters Score -1162649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1162648.750000 Penalty: 3193.454102
	Iteration 52Q: 3 clusters Score -1162649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1162651.250000 Penalty: 3193.454102
	Iteration 53Q: 3 clusters Score -1162651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1162652.625000 Penalty: 3193.454102
	Iteration 54Q: 3 clusters Score -1162653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1162652.625000 Penalty: 3193.454102
	Iteration 55F: 3 clusters Score -1162653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101588 members 
Entering Unmasked Estep 
Score: -6268522.500000 Penalty: 1873.410645
	Iteration 0F: 2 clusters Score -6268522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -6200491.500000 Penalty: 3746.821289
	Iteration 0F: 3 clusters Score -6200492 nChanged 48565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6228725.000000 Penalty: 3746.821289
	Iteration 1F: 3 clusters Score -6228725 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -6229348.000000 Penalty: 3746.821289
	Iteration 2Q: 3 clusters Score -6229348 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6229990.000000 Penalty: 3746.821289
	Iteration 3Q: 3 clusters Score -6229990 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -6230680.000000 Penalty: 3746.821289
	Iteration 4Q: 3 clusters Score -6230680 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -6231538.500000 Penalty: 3746.821289
	Iteration 5Q: 3 clusters Score -6231538 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -6232699.500000 Penalty: 3746.821289
	Iteration 6Q: 3 clusters Score -6232700 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -6234369.500000 Penalty: 3746.821289
	Iteration 7Q: 3 clusters Score -6234370 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -6237073.500000 Penalty: 3746.821289
	Iteration 8Q: 3 clusters Score -6237074 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -6240828.000000 Penalty: 3746.821289
	Iteration 9F: 3 clusters Score -6240828 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -6245366.000000 Penalty: 3746.821289
	Iteration 10F: 3 clusters Score -6245366 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -6249115.000000 Penalty: 3746.821289
	Iteration 11F: 3 clusters Score -6249115 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -6251245.000000 Penalty: 3746.821289
	Iteration 12Q: 3 clusters Score -6251245 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 75588 members 
Entering Unmasked Estep 
Score: -6252415.000000 Penalty: 3746.821289
	Iteration 13Q: 3 clusters Score -6252415 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -6253382.500000 Penalty: 3746.821289
	Iteration 14Q: 3 clusters Score -6253382 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -6254295.000000 Penalty: 3746.821289
	Iteration 15Q: 3 clusters Score -6254295 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -6255241.000000 Penalty: 3746.821289
	Iteration 16Q: 3 clusters Score -6255241 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -6256250.000000 Penalty: 3746.821289
	Iteration 17Q: 3 clusters Score -6256250 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -6257310.000000 Penalty: 3746.821289
	Iteration 18Q: 3 clusters Score -6257310 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -6258439.500000 Penalty: 3746.821289
	Iteration 19Q: 3 clusters Score -6258440 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -6259606.500000 Penalty: 3746.821289
	Iteration 20F: 3 clusters Score -6259606 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -6260859.500000 Penalty: 3746.821289
	Iteration 21Q: 3 clusters Score -6260860 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -6262085.500000 Penalty: 3746.821289
	Iteration 22Q: 3 clusters Score -6262086 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -6263113.500000 Penalty: 3746.821289
	Iteration 23Q: 3 clusters Score -6263114 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -6264032.000000 Penalty: 3746.821289
	Iteration 24Q: 3 clusters Score -6264032 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -6264919.500000 Penalty: 3746.821289
	Iteration 25Q: 3 clusters Score -6264920 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -6265647.500000 Penalty: 3746.821289
	Iteration 26Q: 3 clusters Score -6265648 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 100617 members 
Entering Unmasked Estep 
Score: -6266169.000000 Penalty: 3746.821289
	Iteration 27Q: 3 clusters Score -6266169 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 100990 members 
Entering Unmasked Estep 
Score: -6266484.500000 Penalty: 3746.821289
	Iteration 28Q: 3 clusters Score -6266484 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -6266640.500000 Penalty: 3746.821289
	Iteration 29Q: 3 clusters Score -6266640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -6266717.500000 Penalty: 3746.821289
	Iteration 30Q: 3 clusters Score -6266718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -6266763.500000 Penalty: 3746.821289
	Iteration 31Q: 3 clusters Score -6266764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -6266803.000000 Penalty: 3746.821289
	Iteration 32Q: 3 clusters Score -6266803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -6266814.000000 Penalty: 3746.821289
	Iteration 33Q: 3 clusters Score -6266814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -6266829.500000 Penalty: 3746.821289
	Iteration 34Q: 3 clusters Score -6266830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 101356 members 
Entering Unmasked Estep 
Score: -6266844.000000 Penalty: 3746.821289
	Iteration 35Q: 3 clusters Score -6266844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -6266862.500000 Penalty: 3746.821289
	Iteration 36Q: 3 clusters Score -6266862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -6266872.500000 Penalty: 3746.821289
	Iteration 37Q: 3 clusters Score -6266872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 101374 members 
Entering Unmasked Estep 
Score: -6266881.500000 Penalty: 3746.821289
	Iteration 38Q: 3 clusters Score -6266882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -6266885.500000 Penalty: 3746.821289
	Iteration 39Q: 3 clusters Score -6266886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 101380 members 
Entering Unmasked Estep 
Score: -6266883.000000 Penalty: 3746.821289
	Iteration 40F: 3 clusters Score -6266883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 101383 members 
Entering Unmasked Estep 
Score: -6266889.000000 Penalty: 3746.821289
	Iteration 41Q: 3 clusters Score -6266889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 101384 members 
Entering Unmasked Estep 
Score: -6266887.000000 Penalty: 3746.821289
	Iteration 42Q: 3 clusters Score -6266887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 101385 members 
Entering Unmasked Estep 
Score: -6266887.500000 Penalty: 3746.821289
	Iteration 43Q: 3 clusters Score -6266888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 101385 members 
Entering Unmasked Estep 
Score: -6266887.500000 Penalty: 3746.821289
	Iteration 44F: 3 clusters Score -6266888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -167970.812500 Penalty: 1304.835693
	Iteration 0F: 2 clusters Score -167970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -165213.687500 Penalty: 2609.671387
	Iteration 0F: 3 clusters Score -165213.7 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -166002.734375 Penalty: 2609.671387
	Iteration 1F: 3 clusters Score -166002.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -166291.234375 Penalty: 2609.671387
	Iteration 2F: 3 clusters Score -166291.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -166508.156250 Penalty: 2609.671387
	Iteration 3F: 3 clusters Score -166508.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -166674.000000 Penalty: 2609.671387
	Iteration 4F: 3 clusters Score -166674 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -166781.984375 Penalty: 2609.671387
	Iteration 5Q: 3 clusters Score -166782 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -166872.890625 Penalty: 2609.671387
	Iteration 6Q: 3 clusters Score -166872.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -166948.546875 Penalty: 2609.671387
	Iteration 7Q: 3 clusters Score -166948.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -167013.921875 Penalty: 2609.671387
	Iteration 8Q: 3 clusters Score -167013.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -167061.187500 Penalty: 2609.671387
	Iteration 9Q: 3 clusters Score -167061.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -167105.875000 Penalty: 2609.671387
	Iteration 10Q: 3 clusters Score -167105.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -167176.125000 Penalty: 2609.671387
	Iteration 11Q: 3 clusters Score -167176.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -167253.453125 Penalty: 2609.671387
	Iteration 12Q: 3 clusters Score -167253.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -167319.156250 Penalty: 2609.671387
	Iteration 13Q: 3 clusters Score -167319.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -167366.156250 Penalty: 2609.671387
	Iteration 14Q: 3 clusters Score -167366.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -167392.421875 Penalty: 2609.671387
	Iteration 15Q: 3 clusters Score -167392.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -167421.406250 Penalty: 2609.671387
	Iteration 16Q: 3 clusters Score -167421.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -167448.750000 Penalty: 2609.671387
	Iteration 17Q: 3 clusters Score -167448.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -167460.312500 Penalty: 2609.671387
	Iteration 18Q: 3 clusters Score -167460.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -167466.890625 Penalty: 2609.671387
	Iteration 19Q: 3 clusters Score -167466.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -167481.218750 Penalty: 2609.671387
	Iteration 20F: 3 clusters Score -167481.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -167494.875000 Penalty: 2609.671387
	Iteration 21Q: 3 clusters Score -167494.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -167498.906250 Penalty: 2609.671387
	Iteration 22Q: 3 clusters Score -167498.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -167500.140625 Penalty: 2609.671387
	Iteration 23Q: 3 clusters Score -167500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -167502.156250 Penalty: 2609.671387
	Iteration 24Q: 3 clusters Score -167502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -167504.296875 Penalty: 2609.671387
	Iteration 25Q: 3 clusters Score -167504.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -167507.718750 Penalty: 2609.671387
	Iteration 26Q: 3 clusters Score -167507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -167509.265625 Penalty: 2609.671387
	Iteration 27Q: 3 clusters Score -167509.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -167511.500000 Penalty: 2609.671387
	Iteration 28Q: 3 clusters Score -167511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -167512.421875 Penalty: 2609.671387
	Iteration 29Q: 3 clusters Score -167512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -167513.500000 Penalty: 2609.671387
	Iteration 30Q: 3 clusters Score -167513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -167514.359375 Penalty: 2609.671387
	Iteration 31Q: 3 clusters Score -167514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -167514.750000 Penalty: 2609.671387
	Iteration 32Q: 3 clusters Score -167514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -167516.062500 Penalty: 2609.671387
	Iteration 33Q: 3 clusters Score -167516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -167518.328125 Penalty: 2609.671387
	Iteration 34Q: 3 clusters Score -167518.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -167520.000000 Penalty: 2609.671387
	Iteration 35Q: 3 clusters Score -167520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -167520.562500 Penalty: 2609.671387
	Iteration 36Q: 3 clusters Score -167520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -167521.453125 Penalty: 2609.671387
	Iteration 37Q: 3 clusters Score -167521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -167522.609375 Penalty: 2609.671387
	Iteration 38Q: 3 clusters Score -167522.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -167524.187500 Penalty: 2609.671387
	Iteration 39Q: 3 clusters Score -167524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -167527.203125 Penalty: 2609.671387
	Iteration 40F: 3 clusters Score -167527.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -167530.609375 Penalty: 2609.671387
	Iteration 41Q: 3 clusters Score -167530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -167533.156250 Penalty: 2609.671387
	Iteration 42Q: 3 clusters Score -167533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -167534.875000 Penalty: 2609.671387
	Iteration 43Q: 3 clusters Score -167534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -167535.703125 Penalty: 2609.671387
	Iteration 44Q: 3 clusters Score -167535.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -167537.406250 Penalty: 2609.671387
	Iteration 45Q: 3 clusters Score -167537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -167538.875000 Penalty: 2609.671387
	Iteration 46Q: 3 clusters Score -167538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -167539.796875 Penalty: 2609.671387
	Iteration 47Q: 3 clusters Score -167539.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -167541.015625 Penalty: 2609.671387
	Iteration 48Q: 3 clusters Score -167541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -167542.453125 Penalty: 2609.671387
	Iteration 49Q: 3 clusters Score -167542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -167542.781250 Penalty: 2609.671387
	Iteration 50Q: 3 clusters Score -167542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -167543.359375 Penalty: 2609.671387
	Iteration 51Q: 3 clusters Score -167543.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -167544.296875 Penalty: 2609.671387
	Iteration 52Q: 3 clusters Score -167544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -167544.531250 Penalty: 2609.671387
	Iteration 53Q: 3 clusters Score -167544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -167544.828125 Penalty: 2609.671387
	Iteration 54Q: 3 clusters Score -167544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -167544.828125 Penalty: 2609.671387
	Iteration 55F: 3 clusters Score -167544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -60159.957031 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -60159.96 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 533 members 
Entering Unmasked Estep 
Score: -58689.859375 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -58689.86 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -58978.062500 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -58978.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -59036.378906 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -59036.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -59059.972656 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -59059.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59080.667969 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -59080.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -59099.238281 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -59099.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59114.351562 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -59114.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -59122.425781 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -59122.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -59124.574219 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -59124.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59125.468750 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -59125.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59127.031250 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -59127.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59139.097656 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -59139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59142.351562 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -59142.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59145.277344 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -59145.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59150.023438 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -59150.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59154.285156 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -59154.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59157.003906 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -59157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59163.757812 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -59163.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59171.394531 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -59171.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59175.863281 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -59175.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59179.855469 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -59179.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59184.246094 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -59184.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59186.582031 Penalty: 2268.826904
	Iteration 22Q: 3 clusters Score -59186.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59189.503906 Penalty: 2268.826904
	Iteration 23Q: 3 clusters Score -59189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59193.054688 Penalty: 2268.826904
	Iteration 24Q: 3 clusters Score -59193.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59198.574219 Penalty: 2268.826904
	Iteration 25Q: 3 clusters Score -59198.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59203.535156 Penalty: 2268.826904
	Iteration 26Q: 3 clusters Score -59203.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59209.148438 Penalty: 2268.826904
	Iteration 27Q: 3 clusters Score -59209.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59214.507812 Penalty: 2268.826904
	Iteration 28Q: 3 clusters Score -59214.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59221.039062 Penalty: 2268.826904
	Iteration 29Q: 3 clusters Score -59221.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59227.718750 Penalty: 2268.826904
	Iteration 30Q: 3 clusters Score -59227.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59231.265625 Penalty: 2268.826904
	Iteration 31Q: 3 clusters Score -59231.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59234.058594 Penalty: 2268.826904
	Iteration 32Q: 3 clusters Score -59234.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59236.394531 Penalty: 2268.826904
	Iteration 33Q: 3 clusters Score -59236.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59237.308594 Penalty: 2268.826904
	Iteration 34Q: 3 clusters Score -59237.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59237.613281 Penalty: 2268.826904
	Iteration 35Q: 3 clusters Score -59237.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59238.281250 Penalty: 2268.826904
	Iteration 36Q: 3 clusters Score -59238.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59240.195312 Penalty: 2268.826904
	Iteration 37Q: 3 clusters Score -59240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59241.714844 Penalty: 2268.826904
	Iteration 38Q: 3 clusters Score -59241.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59243.007812 Penalty: 2268.826904
	Iteration 39Q: 3 clusters Score -59243.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59243.746094 Penalty: 2268.826904
	Iteration 40F: 3 clusters Score -59243.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59244.210938 Penalty: 2268.826904
	Iteration 41Q: 3 clusters Score -59244.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59245.437500 Penalty: 2268.826904
	Iteration 42Q: 3 clusters Score -59245.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59246.589844 Penalty: 2268.826904
	Iteration 43Q: 3 clusters Score -59246.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59246.968750 Penalty: 2268.826904
	Iteration 44Q: 3 clusters Score -59246.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59247.828125 Penalty: 2268.826904
	Iteration 45Q: 3 clusters Score -59247.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59247.828125 Penalty: 2268.826904
	Iteration 46F: 3 clusters Score -59247.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -501474.093750 Penalty: 1468.347900
	Iteration 0F: 2 clusters Score -501474.1 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 4221 members 
Entering Unmasked Estep 
Score: -495269.093750 Penalty: 2936.695801
	Iteration 0F: 3 clusters Score -495269.1 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -497341.125000 Penalty: 2936.695801
	Iteration 1F: 3 clusters Score -497341.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -497613.250000 Penalty: 2936.695801
	Iteration 2F: 3 clusters Score -497613.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -497842.000000 Penalty: 2936.695801
	Iteration 3F: 3 clusters Score -497842 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -498047.406250 Penalty: 2936.695801
	Iteration 4Q: 3 clusters Score -498047.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -498235.906250 Penalty: 2936.695801
	Iteration 5Q: 3 clusters Score -498235.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -498415.500000 Penalty: 2936.695801
	Iteration 6Q: 3 clusters Score -498415.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -498637.625000 Penalty: 2936.695801
	Iteration 7Q: 3 clusters Score -498637.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -498914.781250 Penalty: 2936.695801
	Iteration 8Q: 3 clusters Score -498914.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -499200.500000 Penalty: 2936.695801
	Iteration 9Q: 3 clusters Score -499200.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -499470.218750 Penalty: 2936.695801
	Iteration 10Q: 3 clusters Score -499470.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -499708.156250 Penalty: 2936.695801
	Iteration 11Q: 3 clusters Score -499708.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -499856.343750 Penalty: 2936.695801
	Iteration 12Q: 3 clusters Score -499856.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -499950.187500 Penalty: 2936.695801
	Iteration 13Q: 3 clusters Score -499950.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -500000.687500 Penalty: 2936.695801
	Iteration 14Q: 3 clusters Score -500000.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -500027.968750 Penalty: 2936.695801
	Iteration 15Q: 3 clusters Score -500028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -500042.968750 Penalty: 2936.695801
	Iteration 16Q: 3 clusters Score -500043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -500050.531250 Penalty: 2936.695801
	Iteration 17Q: 3 clusters Score -500050.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -500054.031250 Penalty: 2936.695801
	Iteration 18Q: 3 clusters Score -500054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -500056.218750 Penalty: 2936.695801
	Iteration 19Q: 3 clusters Score -500056.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -500058.937500 Penalty: 2936.695801
	Iteration 20F: 3 clusters Score -500058.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -500060.187500 Penalty: 2936.695801
	Iteration 21Q: 3 clusters Score -500060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -500060.468750 Penalty: 2936.695801
	Iteration 22Q: 3 clusters Score -500060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -500060.468750 Penalty: 2936.695801
	Iteration 23F: 3 clusters Score -500060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -165587.062500 Penalty: 1276.588989
	Iteration 0F: 2 clusters Score -165587.1 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 1296 members 
Entering Unmasked Estep 
Score: -163122.656250 Penalty: 2553.177979
	Iteration 0F: 3 clusters Score -163122.7 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -163711.859375 Penalty: 2553.177979
	Iteration 1F: 3 clusters Score -163711.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -163840.656250 Penalty: 2553.177979
	Iteration 2F: 3 clusters Score -163840.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -163905.390625 Penalty: 2553.177979
	Iteration 3Q: 3 clusters Score -163905.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -163943.609375 Penalty: 2553.177979
	Iteration 4Q: 3 clusters Score -163943.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -163972.953125 Penalty: 2553.177979
	Iteration 5Q: 3 clusters Score -163973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -163996.625000 Penalty: 2553.177979
	Iteration 6Q: 3 clusters Score -163996.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -164014.640625 Penalty: 2553.177979
	Iteration 7Q: 3 clusters Score -164014.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -164027.828125 Penalty: 2553.177979
	Iteration 8Q: 3 clusters Score -164027.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -164034.609375 Penalty: 2553.177979
	Iteration 9Q: 3 clusters Score -164034.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -164037.968750 Penalty: 2553.177979
	Iteration 10Q: 3 clusters Score -164038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -164041.906250 Penalty: 2553.177979
	Iteration 11Q: 3 clusters Score -164041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -164044.406250 Penalty: 2553.177979
	Iteration 12Q: 3 clusters Score -164044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -164045.578125 Penalty: 2553.177979
	Iteration 13Q: 3 clusters Score -164045.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -164046.093750 Penalty: 2553.177979
	Iteration 14Q: 3 clusters Score -164046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -164046.359375 Penalty: 2553.177979
	Iteration 15Q: 3 clusters Score -164046.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -164046.359375 Penalty: 2553.177979
	Iteration 16F: 3 clusters Score -164046.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Entering Unmasked Estep 
Score: -314314.906250 Penalty: 1379.328613
	Iteration 0F: 2 clusters Score -314314.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -310455.562500 Penalty: 2758.657227
	Iteration 0F: 3 clusters Score -310455.6 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -311486.843750 Penalty: 2758.657227
	Iteration 1F: 3 clusters Score -311486.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -311664.468750 Penalty: 2758.657227
	Iteration 2F: 3 clusters Score -311664.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -311769.562500 Penalty: 2758.657227
	Iteration 3Q: 3 clusters Score -311769.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -311837.781250 Penalty: 2758.657227
	Iteration 4Q: 3 clusters Score -311837.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -311887.656250 Penalty: 2758.657227
	Iteration 5Q: 3 clusters Score -311887.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -311942.937500 Penalty: 2758.657227
	Iteration 6Q: 3 clusters Score -311942.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -312014.906250 Penalty: 2758.657227
	Iteration 7Q: 3 clusters Score -312014.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -312079.625000 Penalty: 2758.657227
	Iteration 8Q: 3 clusters Score -312079.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -312143.312500 Penalty: 2758.657227
	Iteration 9Q: 3 clusters Score -312143.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -312213.375000 Penalty: 2758.657227
	Iteration 10Q: 3 clusters Score -312213.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -312280.906250 Penalty: 2758.657227
	Iteration 11Q: 3 clusters Score -312280.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -312341.062500 Penalty: 2758.657227
	Iteration 12Q: 3 clusters Score -312341.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -312399.312500 Penalty: 2758.657227
	Iteration 13Q: 3 clusters Score -312399.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -312467.468750 Penalty: 2758.657227
	Iteration 14Q: 3 clusters Score -312467.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -312532.906250 Penalty: 2758.657227
	Iteration 15Q: 3 clusters Score -312532.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -312600.250000 Penalty: 2758.657227
	Iteration 16Q: 3 clusters Score -312600.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -312665.437500 Penalty: 2758.657227
	Iteration 17Q: 3 clusters Score -312665.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -312728.093750 Penalty: 2758.657227
	Iteration 18Q: 3 clusters Score -312728.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -312789.718750 Penalty: 2758.657227
	Iteration 19Q: 3 clusters Score -312789.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -312840.968750 Penalty: 2758.657227
	Iteration 20F: 3 clusters Score -312841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -312893.531250 Penalty: 2758.657227
	Iteration 21Q: 3 clusters Score -312893.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -312928.812500 Penalty: 2758.657227
	Iteration 22Q: 3 clusters Score -312928.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -312954.406250 Penalty: 2758.657227
	Iteration 23Q: 3 clusters Score -312954.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -312985.187500 Penalty: 2758.657227
	Iteration 24Q: 3 clusters Score -312985.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -313010.437500 Penalty: 2758.657227
	Iteration 25Q: 3 clusters Score -313010.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -313023.968750 Penalty: 2758.657227
	Iteration 26Q: 3 clusters Score -313024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -313030.812500 Penalty: 2758.657227
	Iteration 27Q: 3 clusters Score -313030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -313034.312500 Penalty: 2758.657227
	Iteration 28Q: 3 clusters Score -313034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -313043.031250 Penalty: 2758.657227
	Iteration 29Q: 3 clusters Score -313043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -313049.156250 Penalty: 2758.657227
	Iteration 30Q: 3 clusters Score -313049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -313054.812500 Penalty: 2758.657227
	Iteration 31Q: 3 clusters Score -313054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -313060.812500 Penalty: 2758.657227
	Iteration 32Q: 3 clusters Score -313060.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -313065.500000 Penalty: 2758.657227
	Iteration 33Q: 3 clusters Score -313065.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -313067.218750 Penalty: 2758.657227
	Iteration 34Q: 3 clusters Score -313067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -313069.312500 Penalty: 2758.657227
	Iteration 35Q: 3 clusters Score -313069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -313070.500000 Penalty: 2758.657227
	Iteration 36Q: 3 clusters Score -313070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -313072.406250 Penalty: 2758.657227
	Iteration 37Q: 3 clusters Score -313072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -313076.656250 Penalty: 2758.657227
	Iteration 38Q: 3 clusters Score -313076.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -313079.875000 Penalty: 2758.657227
	Iteration 39Q: 3 clusters Score -313079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -313080.437500 Penalty: 2758.657227
	Iteration 40F: 3 clusters Score -313080.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Entering Unmasked Estep 
Score: -799515.312500 Penalty: 1536.044312
	Iteration 0F: 2 clusters Score -799515.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -790600.687500 Penalty: 3072.088623
	Iteration 0F: 3 clusters Score -790600.7 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -793690.437500 Penalty: 3072.088623
	Iteration 1F: 3 clusters Score -793690.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -793994.687500 Penalty: 3072.088623
	Iteration 2F: 3 clusters Score -793994.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -794236.500000 Penalty: 3072.088623
	Iteration 3Q: 3 clusters Score -794236.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -794454.000000 Penalty: 3072.088623
	Iteration 4Q: 3 clusters Score -794454 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -794676.437500 Penalty: 3072.088623
	Iteration 5Q: 3 clusters Score -794676.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -794950.125000 Penalty: 3072.088623
	Iteration 6Q: 3 clusters Score -794950.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -795217.312500 Penalty: 3072.088623
	Iteration 7Q: 3 clusters Score -795217.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -795531.250000 Penalty: 3072.088623
	Iteration 8Q: 3 clusters Score -795531.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -795901.500000 Penalty: 3072.088623
	Iteration 9Q: 3 clusters Score -795901.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -796306.750000 Penalty: 3072.088623
	Iteration 10Q: 3 clusters Score -796306.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -796678.000000 Penalty: 3072.088623
	Iteration 11Q: 3 clusters Score -796678 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -796950.062500 Penalty: 3072.088623
	Iteration 12Q: 3 clusters Score -796950.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -797127.625000 Penalty: 3072.088623
	Iteration 13Q: 3 clusters Score -797127.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -797251.875000 Penalty: 3072.088623
	Iteration 14Q: 3 clusters Score -797251.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -797341.687500 Penalty: 3072.088623
	Iteration 15Q: 3 clusters Score -797341.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -797404.375000 Penalty: 3072.088623
	Iteration 16Q: 3 clusters Score -797404.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -797451.375000 Penalty: 3072.088623
	Iteration 17Q: 3 clusters Score -797451.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -797486.562500 Penalty: 3072.088623
	Iteration 18Q: 3 clusters Score -797486.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -797528.437500 Penalty: 3072.088623
	Iteration 19Q: 3 clusters Score -797528.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -797565.125000 Penalty: 3072.088623
	Iteration 20F: 3 clusters Score -797565.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -797602.875000 Penalty: 3072.088623
	Iteration 21Q: 3 clusters Score -797602.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -797640.625000 Penalty: 3072.088623
	Iteration 22Q: 3 clusters Score -797640.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -797673.937500 Penalty: 3072.088623
	Iteration 23Q: 3 clusters Score -797673.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -797698.125000 Penalty: 3072.088623
	Iteration 24Q: 3 clusters Score -797698.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -797729.562500 Penalty: 3072.088623
	Iteration 25Q: 3 clusters Score -797729.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -797760.687500 Penalty: 3072.088623
	Iteration 26Q: 3 clusters Score -797760.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -797788.625000 Penalty: 3072.088623
	Iteration 27Q: 3 clusters Score -797788.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -797815.750000 Penalty: 3072.088623
	Iteration 28Q: 3 clusters Score -797815.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -797830.375000 Penalty: 3072.088623
	Iteration 29Q: 3 clusters Score -797830.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -797843.125000 Penalty: 3072.088623
	Iteration 30Q: 3 clusters Score -797843.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -797862.812500 Penalty: 3072.088623
	Iteration 31Q: 3 clusters Score -797862.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -797878.062500 Penalty: 3072.088623
	Iteration 32Q: 3 clusters Score -797878.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -797894.937500 Penalty: 3072.088623
	Iteration 33Q: 3 clusters Score -797894.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -797910.687500 Penalty: 3072.088623
	Iteration 34Q: 3 clusters Score -797910.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -797934.312500 Penalty: 3072.088623
	Iteration 35Q: 3 clusters Score -797934.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -797961.125000 Penalty: 3072.088623
	Iteration 36Q: 3 clusters Score -797961.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -797984.937500 Penalty: 3072.088623
	Iteration 37Q: 3 clusters Score -797984.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -798005.062500 Penalty: 3072.088623
	Iteration 38Q: 3 clusters Score -798005.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -798021.062500 Penalty: 3072.088623
	Iteration 39Q: 3 clusters Score -798021.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -798043.312500 Penalty: 3072.088623
	Iteration 40F: 3 clusters Score -798043.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -798061.000000 Penalty: 3072.088623
	Iteration 41Q: 3 clusters Score -798061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -798080.500000 Penalty: 3072.088623
	Iteration 42Q: 3 clusters Score -798080.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -798098.375000 Penalty: 3072.088623
	Iteration 43Q: 3 clusters Score -798098.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -798115.000000 Penalty: 3072.088623
	Iteration 44Q: 3 clusters Score -798115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -798128.437500 Penalty: 3072.088623
	Iteration 45Q: 3 clusters Score -798128.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -798134.125000 Penalty: 3072.088623
	Iteration 46Q: 3 clusters Score -798134.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -798140.437500 Penalty: 3072.088623
	Iteration 47Q: 3 clusters Score -798140.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -798147.687500 Penalty: 3072.088623
	Iteration 48Q: 3 clusters Score -798147.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -798160.750000 Penalty: 3072.088623
	Iteration 49Q: 3 clusters Score -798160.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -798171.187500 Penalty: 3072.088623
	Iteration 50Q: 3 clusters Score -798171.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -798177.687500 Penalty: 3072.088623
	Iteration 51Q: 3 clusters Score -798177.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -798182.875000 Penalty: 3072.088623
	Iteration 52Q: 3 clusters Score -798182.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -798183.500000 Penalty: 3072.088623
	Iteration 53Q: 3 clusters Score -798183.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -798188.562500 Penalty: 3072.088623
	Iteration 54Q: 3 clusters Score -798188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -798191.437500 Penalty: 3072.088623
	Iteration 55Q: 3 clusters Score -798191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -798194.000000 Penalty: 3072.088623
	Iteration 56Q: 3 clusters Score -798194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -798195.625000 Penalty: 3072.088623
	Iteration 57Q: 3 clusters Score -798195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -798197.437500 Penalty: 3072.088623
	Iteration 58Q: 3 clusters Score -798197.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -798196.875000 Penalty: 3072.088623
	Iteration 59Q: 3 clusters Score -798196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -798198.562500 Penalty: 3072.088623
	Iteration 60F: 3 clusters Score -798198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -798200.312500 Penalty: 3072.088623
	Iteration 61Q: 3 clusters Score -798200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -798199.000000 Penalty: 3072.088623
	Iteration 62Q: 3 clusters Score -798199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -798199.000000 Penalty: 3072.088623
	Iteration 63F: 3 clusters Score -798199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -411186.375000 Penalty: 1436.311768
	Iteration 0F: 2 clusters Score -411186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -406035.437500 Penalty: 2872.623535
	Iteration 0F: 3 clusters Score -406035.4 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -407610.906250 Penalty: 2872.623535
	Iteration 1F: 3 clusters Score -407610.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -407816.343750 Penalty: 2872.623535
	Iteration 2F: 3 clusters Score -407816.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -408001.968750 Penalty: 2872.623535
	Iteration 3F: 3 clusters Score -408002 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -408213.218750 Penalty: 2872.623535
	Iteration 4F: 3 clusters Score -408213.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -408470.812500 Penalty: 2872.623535
	Iteration 5F: 3 clusters Score -408470.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -408780.687500 Penalty: 2872.623535
	Iteration 6F: 3 clusters Score -408780.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -409195.187500 Penalty: 2872.623535
	Iteration 7F: 3 clusters Score -409195.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -409584.187500 Penalty: 2872.623535
	Iteration 8F: 3 clusters Score -409584.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -409885.718750 Penalty: 2872.623535
	Iteration 9Q: 3 clusters Score -409885.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -410056.031250 Penalty: 2872.623535
	Iteration 10Q: 3 clusters Score -410056 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -410155.875000 Penalty: 2872.623535
	Iteration 11Q: 3 clusters Score -410155.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -410208.343750 Penalty: 2872.623535
	Iteration 12Q: 3 clusters Score -410208.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -410242.687500 Penalty: 2872.623535
	Iteration 13Q: 3 clusters Score -410242.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -410267.656250 Penalty: 2872.623535
	Iteration 14Q: 3 clusters Score -410267.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -410289.937500 Penalty: 2872.623535
	Iteration 15Q: 3 clusters Score -410289.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -410304.843750 Penalty: 2872.623535
	Iteration 16Q: 3 clusters Score -410304.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -410315.468750 Penalty: 2872.623535
	Iteration 17Q: 3 clusters Score -410315.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -410322.812500 Penalty: 2872.623535
	Iteration 18Q: 3 clusters Score -410322.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -410330.156250 Penalty: 2872.623535
	Iteration 19Q: 3 clusters Score -410330.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -410334.468750 Penalty: 2872.623535
	Iteration 20F: 3 clusters Score -410334.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -410337.843750 Penalty: 2872.623535
	Iteration 21Q: 3 clusters Score -410337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -410342.687500 Penalty: 2872.623535
	Iteration 22Q: 3 clusters Score -410342.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -410345.656250 Penalty: 2872.623535
	Iteration 23Q: 3 clusters Score -410345.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -410348.968750 Penalty: 2872.623535
	Iteration 24Q: 3 clusters Score -410349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -410352.750000 Penalty: 2872.623535
	Iteration 25Q: 3 clusters Score -410352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -410355.312500 Penalty: 2872.623535
	Iteration 26Q: 3 clusters Score -410355.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -410357.000000 Penalty: 2872.623535
	Iteration 27Q: 3 clusters Score -410357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -410359.250000 Penalty: 2872.623535
	Iteration 28Q: 3 clusters Score -410359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -410360.687500 Penalty: 2872.623535
	Iteration 29Q: 3 clusters Score -410360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -410360.312500 Penalty: 2872.623535
	Iteration 30Q: 3 clusters Score -410360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -410360.500000 Penalty: 2872.623535
	Iteration 31Q: 3 clusters Score -410360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -410361.750000 Penalty: 2872.623535
	Iteration 32Q: 3 clusters Score -410361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -410361.500000 Penalty: 2872.623535
	Iteration 33Q: 3 clusters Score -410361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -410361.593750 Penalty: 2872.623535
	Iteration 34Q: 3 clusters Score -410361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -410361.937500 Penalty: 2872.623535
	Iteration 35Q: 3 clusters Score -410361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -410361.937500 Penalty: 2872.623535
	Iteration 36F: 3 clusters Score -410361.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -364564.125000 Penalty: 1415.663086
	Iteration 0F: 2 clusters Score -364564.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -359893.312500 Penalty: 2831.326172
	Iteration 0F: 3 clusters Score -359893.3 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -361242.968750 Penalty: 2831.326172
	Iteration 1F: 3 clusters Score -361243 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -361488.531250 Penalty: 2831.326172
	Iteration 2F: 3 clusters Score -361488.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -361701.093750 Penalty: 2831.326172
	Iteration 3F: 3 clusters Score -361701.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -361905.968750 Penalty: 2831.326172
	Iteration 4Q: 3 clusters Score -361906 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -362096.343750 Penalty: 2831.326172
	Iteration 5Q: 3 clusters Score -362096.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -362268.937500 Penalty: 2831.326172
	Iteration 6Q: 3 clusters Score -362268.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -362467.562500 Penalty: 2831.326172
	Iteration 7Q: 3 clusters Score -362467.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -362699.687500 Penalty: 2831.326172
	Iteration 8Q: 3 clusters Score -362699.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -362908.500000 Penalty: 2831.326172
	Iteration 9Q: 3 clusters Score -362908.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -363089.937500 Penalty: 2831.326172
	Iteration 10Q: 3 clusters Score -363089.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -363248.968750 Penalty: 2831.326172
	Iteration 11Q: 3 clusters Score -363249 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -363360.281250 Penalty: 2831.326172
	Iteration 12Q: 3 clusters Score -363360.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -363455.093750 Penalty: 2831.326172
	Iteration 13Q: 3 clusters Score -363455.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -363530.125000 Penalty: 2831.326172
	Iteration 14Q: 3 clusters Score -363530.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -363606.875000 Penalty: 2831.326172
	Iteration 15Q: 3 clusters Score -363606.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -363713.125000 Penalty: 2831.326172
	Iteration 16Q: 3 clusters Score -363713.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -363862.031250 Penalty: 2831.326172
	Iteration 17Q: 3 clusters Score -363862 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -363989.187500 Penalty: 2831.326172
	Iteration 18Q: 3 clusters Score -363989.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -364066.468750 Penalty: 2831.326172
	Iteration 19Q: 3 clusters Score -364066.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -364112.250000 Penalty: 2831.326172
	Iteration 20F: 3 clusters Score -364112.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -364134.718750 Penalty: 2831.326172
	Iteration 21Q: 3 clusters Score -364134.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -364149.406250 Penalty: 2831.326172
	Iteration 22Q: 3 clusters Score -364149.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -364158.375000 Penalty: 2831.326172
	Iteration 23Q: 3 clusters Score -364158.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -364162.593750 Penalty: 2831.326172
	Iteration 24Q: 3 clusters Score -364162.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -364167.656250 Penalty: 2831.326172
	Iteration 25Q: 3 clusters Score -364167.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -364169.500000 Penalty: 2831.326172
	Iteration 26Q: 3 clusters Score -364169.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -364170.437500 Penalty: 2831.326172
	Iteration 27Q: 3 clusters Score -364170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -364173.531250 Penalty: 2831.326172
	Iteration 28Q: 3 clusters Score -364173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -364173.437500 Penalty: 2831.326172
	Iteration 29Q: 3 clusters Score -364173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -364173.718750 Penalty: 2831.326172
	Iteration 30Q: 3 clusters Score -364173.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -364174.250000 Penalty: 2831.326172
	Iteration 31Q: 3 clusters Score -364174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -364175.093750 Penalty: 2831.326172
	Iteration 32Q: 3 clusters Score -364175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -364174.375000 Penalty: 2831.326172
	Iteration 33Q: 3 clusters Score -364174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -364174.375000 Penalty: 2831.326172
	Iteration 34F: 3 clusters Score -364174.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -134312.609375 Penalty: 1262.386597
	Iteration 0F: 2 clusters Score -134312.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -131983.656250 Penalty: 2524.773193
	Iteration 0F: 3 clusters Score -131983.7 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -132530.671875 Penalty: 2524.773193
	Iteration 1F: 3 clusters Score -132530.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -132659.515625 Penalty: 2524.773193
	Iteration 2F: 3 clusters Score -132659.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -132754.812500 Penalty: 2524.773193
	Iteration 3F: 3 clusters Score -132754.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -132817.640625 Penalty: 2524.773193
	Iteration 4Q: 3 clusters Score -132817.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -132864.828125 Penalty: 2524.773193
	Iteration 5Q: 3 clusters Score -132864.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -132903.859375 Penalty: 2524.773193
	Iteration 6Q: 3 clusters Score -132903.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -132935.859375 Penalty: 2524.773193
	Iteration 7Q: 3 clusters Score -132935.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -132959.328125 Penalty: 2524.773193
	Iteration 8Q: 3 clusters Score -132959.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -132987.750000 Penalty: 2524.773193
	Iteration 9Q: 3 clusters Score -132987.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -133016.171875 Penalty: 2524.773193
	Iteration 10Q: 3 clusters Score -133016.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -133032.406250 Penalty: 2524.773193
	Iteration 11Q: 3 clusters Score -133032.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -133042.921875 Penalty: 2524.773193
	Iteration 12Q: 3 clusters Score -133042.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -133053.343750 Penalty: 2524.773193
	Iteration 13Q: 3 clusters Score -133053.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -133063.265625 Penalty: 2524.773193
	Iteration 14Q: 3 clusters Score -133063.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -133070.250000 Penalty: 2524.773193
	Iteration 15Q: 3 clusters Score -133070.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -133078.296875 Penalty: 2524.773193
	Iteration 16Q: 3 clusters Score -133078.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -133085.046875 Penalty: 2524.773193
	Iteration 17Q: 3 clusters Score -133085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -133091.562500 Penalty: 2524.773193
	Iteration 18Q: 3 clusters Score -133091.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -133097.453125 Penalty: 2524.773193
	Iteration 19Q: 3 clusters Score -133097.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -133107.171875 Penalty: 2524.773193
	Iteration 20F: 3 clusters Score -133107.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -133121.625000 Penalty: 2524.773193
	Iteration 21Q: 3 clusters Score -133121.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -133143.250000 Penalty: 2524.773193
	Iteration 22Q: 3 clusters Score -133143.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -133153.843750 Penalty: 2524.773193
	Iteration 23Q: 3 clusters Score -133153.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -133163.484375 Penalty: 2524.773193
	Iteration 24Q: 3 clusters Score -133163.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -133171.031250 Penalty: 2524.773193
	Iteration 25Q: 3 clusters Score -133171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -133178.312500 Penalty: 2524.773193
	Iteration 26Q: 3 clusters Score -133178.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -133187.656250 Penalty: 2524.773193
	Iteration 27Q: 3 clusters Score -133187.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -133195.156250 Penalty: 2524.773193
	Iteration 28Q: 3 clusters Score -133195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -133199.421875 Penalty: 2524.773193
	Iteration 29Q: 3 clusters Score -133199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -133203.656250 Penalty: 2524.773193
	Iteration 30Q: 3 clusters Score -133203.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -133206.359375 Penalty: 2524.773193
	Iteration 31Q: 3 clusters Score -133206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -133207.953125 Penalty: 2524.773193
	Iteration 32Q: 3 clusters Score -133208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -133214.640625 Penalty: 2524.773193
	Iteration 33Q: 3 clusters Score -133214.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -133219.718750 Penalty: 2524.773193
	Iteration 34Q: 3 clusters Score -133219.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -133223.875000 Penalty: 2524.773193
	Iteration 35Q: 3 clusters Score -133223.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -133225.343750 Penalty: 2524.773193
	Iteration 36Q: 3 clusters Score -133225.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -133226.531250 Penalty: 2524.773193
	Iteration 37Q: 3 clusters Score -133226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -133228.296875 Penalty: 2524.773193
	Iteration 38Q: 3 clusters Score -133228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -133228.890625 Penalty: 2524.773193
	Iteration 39Q: 3 clusters Score -133228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -133229.796875 Penalty: 2524.773193
	Iteration 40F: 3 clusters Score -133229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -133231.828125 Penalty: 2524.773193
	Iteration 41Q: 3 clusters Score -133231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -133233.812500 Penalty: 2524.773193
	Iteration 42Q: 3 clusters Score -133233.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -133233.812500 Penalty: 2524.773193
	Iteration 43F: 3 clusters Score -133233.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Entering Unmasked Estep 
Score: -273362.156250 Penalty: 1392.034180
	Iteration 0F: 2 clusters Score -273362.2 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 2620 members 
Entering Unmasked Estep 
Score: -269283.468750 Penalty: 2784.068359
	Iteration 0F: 3 clusters Score -269283.5 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -270699.875000 Penalty: 2784.068359
	Iteration 1F: 3 clusters Score -270699.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -270984.937500 Penalty: 2784.068359
	Iteration 2F: 3 clusters Score -270984.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -271182.531250 Penalty: 2784.068359
	Iteration 3F: 3 clusters Score -271182.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -271322.750000 Penalty: 2784.068359
	Iteration 4Q: 3 clusters Score -271322.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -271452.500000 Penalty: 2784.068359
	Iteration 5Q: 3 clusters Score -271452.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -271562.937500 Penalty: 2784.068359
	Iteration 6Q: 3 clusters Score -271562.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -271658.218750 Penalty: 2784.068359
	Iteration 7Q: 3 clusters Score -271658.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -271734.531250 Penalty: 2784.068359
	Iteration 8Q: 3 clusters Score -271734.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -271800.812500 Penalty: 2784.068359
	Iteration 9Q: 3 clusters Score -271800.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -271863.093750 Penalty: 2784.068359
	Iteration 10Q: 3 clusters Score -271863.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -271925.406250 Penalty: 2784.068359
	Iteration 11Q: 3 clusters Score -271925.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -271989.218750 Penalty: 2784.068359
	Iteration 12Q: 3 clusters Score -271989.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -272039.750000 Penalty: 2784.068359
	Iteration 13Q: 3 clusters Score -272039.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -272100.000000 Penalty: 2784.068359
	Iteration 14Q: 3 clusters Score -272100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -272172.812500 Penalty: 2784.068359
	Iteration 15Q: 3 clusters Score -272172.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -272248.468750 Penalty: 2784.068359
	Iteration 16Q: 3 clusters Score -272248.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -272295.093750 Penalty: 2784.068359
	Iteration 17Q: 3 clusters Score -272295.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -272336.218750 Penalty: 2784.068359
	Iteration 18Q: 3 clusters Score -272336.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -272383.125000 Penalty: 2784.068359
	Iteration 19Q: 3 clusters Score -272383.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -272422.375000 Penalty: 2784.068359
	Iteration 20F: 3 clusters Score -272422.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -272448.375000 Penalty: 2784.068359
	Iteration 21Q: 3 clusters Score -272448.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -272473.500000 Penalty: 2784.068359
	Iteration 22Q: 3 clusters Score -272473.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -272491.968750 Penalty: 2784.068359
	Iteration 23Q: 3 clusters Score -272492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -272508.312500 Penalty: 2784.068359
	Iteration 24Q: 3 clusters Score -272508.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -272519.468750 Penalty: 2784.068359
	Iteration 25Q: 3 clusters Score -272519.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -272527.843750 Penalty: 2784.068359
	Iteration 26Q: 3 clusters Score -272527.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -272534.187500 Penalty: 2784.068359
	Iteration 27Q: 3 clusters Score -272534.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -272542.156250 Penalty: 2784.068359
	Iteration 28Q: 3 clusters Score -272542.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -272546.312500 Penalty: 2784.068359
	Iteration 29Q: 3 clusters Score -272546.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -272550.093750 Penalty: 2784.068359
	Iteration 30Q: 3 clusters Score -272550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -272552.781250 Penalty: 2784.068359
	Iteration 31Q: 3 clusters Score -272552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -272554.906250 Penalty: 2784.068359
	Iteration 32Q: 3 clusters Score -272554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -272555.468750 Penalty: 2784.068359
	Iteration 33Q: 3 clusters Score -272555.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -272557.125000 Penalty: 2784.068359
	Iteration 34Q: 3 clusters Score -272557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -272558.437500 Penalty: 2784.068359
	Iteration 35Q: 3 clusters Score -272558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -272561.750000 Penalty: 2784.068359
	Iteration 36Q: 3 clusters Score -272561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -272566.156250 Penalty: 2784.068359
	Iteration 37Q: 3 clusters Score -272566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -272570.093750 Penalty: 2784.068359
	Iteration 38Q: 3 clusters Score -272570.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -272572.812500 Penalty: 2784.068359
	Iteration 39Q: 3 clusters Score -272572.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -272575.937500 Penalty: 2784.068359
	Iteration 40F: 3 clusters Score -272575.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -272580.656250 Penalty: 2784.068359
	Iteration 41Q: 3 clusters Score -272580.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -272583.000000 Penalty: 2784.068359
	Iteration 42Q: 3 clusters Score -272583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -272586.875000 Penalty: 2784.068359
	Iteration 43Q: 3 clusters Score -272586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -272589.906250 Penalty: 2784.068359
	Iteration 44Q: 3 clusters Score -272589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -272591.000000 Penalty: 2784.068359
	Iteration 45Q: 3 clusters Score -272591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -272591.000000 Penalty: 2784.068359
	Iteration 46Q: 3 clusters Score -272591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -272592.562500 Penalty: 2784.068359
	Iteration 47Q: 3 clusters Score -272592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -272593.812500 Penalty: 2784.068359
	Iteration 48Q: 3 clusters Score -272593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -272593.812500 Penalty: 2784.068359
	Iteration 49Q: 3 clusters Score -272593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -272595.156250 Penalty: 2784.068359
	Iteration 50Q: 3 clusters Score -272595.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -272595.156250 Penalty: 2784.068359
	Iteration 51F: 3 clusters Score -272595.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Entering Unmasked Estep 
Score: -502787.187500 Penalty: 1467.785889
	Iteration 0F: 2 clusters Score -502787.2 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 4185 members 
Entering Unmasked Estep 
Score: -496614.000000 Penalty: 2935.571777
	Iteration 0F: 3 clusters Score -496614 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -498574.312500 Penalty: 2935.571777
	Iteration 1F: 3 clusters Score -498574.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -498805.562500 Penalty: 2935.571777
	Iteration 2F: 3 clusters Score -498805.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -498954.625000 Penalty: 2935.571777
	Iteration 3Q: 3 clusters Score -498954.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -499058.968750 Penalty: 2935.571777
	Iteration 4Q: 3 clusters Score -499059 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -499162.875000 Penalty: 2935.571777
	Iteration 5Q: 3 clusters Score -499162.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -499295.781250 Penalty: 2935.571777
	Iteration 6Q: 3 clusters Score -499295.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -499436.187500 Penalty: 2935.571777
	Iteration 7Q: 3 clusters Score -499436.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -499580.500000 Penalty: 2935.571777
	Iteration 8Q: 3 clusters Score -499580.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -499741.250000 Penalty: 2935.571777
	Iteration 9Q: 3 clusters Score -499741.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -499915.343750 Penalty: 2935.571777
	Iteration 10Q: 3 clusters Score -499915.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -500133.281250 Penalty: 2935.571777
	Iteration 11Q: 3 clusters Score -500133.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -500352.531250 Penalty: 2935.571777
	Iteration 12Q: 3 clusters Score -500352.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -500572.812500 Penalty: 2935.571777
	Iteration 13Q: 3 clusters Score -500572.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -500778.125000 Penalty: 2935.571777
	Iteration 14Q: 3 clusters Score -500778.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -500989.312500 Penalty: 2935.571777
	Iteration 15Q: 3 clusters Score -500989.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -501179.875000 Penalty: 2935.571777
	Iteration 16Q: 3 clusters Score -501179.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -501362.125000 Penalty: 2935.571777
	Iteration 17Q: 3 clusters Score -501362.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -501501.718750 Penalty: 2935.571777
	Iteration 18Q: 3 clusters Score -501501.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -501582.187500 Penalty: 2935.571777
	Iteration 19Q: 3 clusters Score -501582.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -501632.500000 Penalty: 2935.571777
	Iteration 20F: 3 clusters Score -501632.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -501664.625000 Penalty: 2935.571777
	Iteration 21Q: 3 clusters Score -501664.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -501689.000000 Penalty: 2935.571777
	Iteration 22Q: 3 clusters Score -501689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -501699.687500 Penalty: 2935.571777
	Iteration 23Q: 3 clusters Score -501699.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -501707.375000 Penalty: 2935.571777
	Iteration 24Q: 3 clusters Score -501707.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -501713.875000 Penalty: 2935.571777
	Iteration 25Q: 3 clusters Score -501713.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -501715.968750 Penalty: 2935.571777
	Iteration 26Q: 3 clusters Score -501716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -501719.093750 Penalty: 2935.571777
	Iteration 27Q: 3 clusters Score -501719.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -501720.593750 Penalty: 2935.571777
	Iteration 28Q: 3 clusters Score -501720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -501725.156250 Penalty: 2935.571777
	Iteration 29Q: 3 clusters Score -501725.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -501728.718750 Penalty: 2935.571777
	Iteration 30Q: 3 clusters Score -501728.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -501732.500000 Penalty: 2935.571777
	Iteration 31Q: 3 clusters Score -501732.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -501735.937500 Penalty: 2935.571777
	Iteration 32Q: 3 clusters Score -501735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -501736.093750 Penalty: 2935.571777
	Iteration 33Q: 3 clusters Score -501736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -501738.093750 Penalty: 2935.571777
	Iteration 34Q: 3 clusters Score -501738.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -501739.343750 Penalty: 2935.571777
	Iteration 35Q: 3 clusters Score -501739.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -501740.656250 Penalty: 2935.571777
	Iteration 36Q: 3 clusters Score -501740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -501742.687500 Penalty: 2935.571777
	Iteration 37Q: 3 clusters Score -501742.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -501743.656250 Penalty: 2935.571777
	Iteration 38Q: 3 clusters Score -501743.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -501743.718750 Penalty: 2935.571777
	Iteration 39Q: 3 clusters Score -501743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -501746.000000 Penalty: 2935.571777
	Iteration 40F: 3 clusters Score -501746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -501747.218750 Penalty: 2935.571777
	Iteration 41Q: 3 clusters Score -501747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -501747.156250 Penalty: 2935.571777
	Iteration 42Q: 3 clusters Score -501747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -501747.968750 Penalty: 2935.571777
	Iteration 43Q: 3 clusters Score -501748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -501748.406250 Penalty: 2935.571777
	Iteration 44Q: 3 clusters Score -501748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -501752.343750 Penalty: 2935.571777
	Iteration 45Q: 3 clusters Score -501752.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -501755.531250 Penalty: 2935.571777
	Iteration 46Q: 3 clusters Score -501755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -501754.906250 Penalty: 2935.571777
	Iteration 47Q: 3 clusters Score -501754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -501755.875000 Penalty: 2935.571777
	Iteration 48Q: 3 clusters Score -501755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -501757.468750 Penalty: 2935.571777
	Iteration 49Q: 3 clusters Score -501757.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -501757.812500 Penalty: 2935.571777
	Iteration 50Q: 3 clusters Score -501757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -501758.218750 Penalty: 2935.571777
	Iteration 51Q: 3 clusters Score -501758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -501758.875000 Penalty: 2935.571777
	Iteration 52Q: 3 clusters Score -501758.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -501759.812500 Penalty: 2935.571777
	Iteration 53Q: 3 clusters Score -501759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -501761.750000 Penalty: 2935.571777
	Iteration 54Q: 3 clusters Score -501761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -501762.343750 Penalty: 2935.571777
	Iteration 55Q: 3 clusters Score -501762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -501762.968750 Penalty: 2935.571777
	Iteration 56Q: 3 clusters Score -501763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -501763.843750 Penalty: 2935.571777
	Iteration 57Q: 3 clusters Score -501763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -501763.625000 Penalty: 2935.571777
	Iteration 58Q: 3 clusters Score -501763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -501764.500000 Penalty: 2935.571777
	Iteration 59Q: 3 clusters Score -501764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -501765.468750 Penalty: 2935.571777
	Iteration 60F: 3 clusters Score -501765.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -501767.093750 Penalty: 2935.571777
	Iteration 61Q: 3 clusters Score -501767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -501767.750000 Penalty: 2935.571777
	Iteration 62Q: 3 clusters Score -501767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -501769.250000 Penalty: 2935.571777
	Iteration 63Q: 3 clusters Score -501769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -501770.406250 Penalty: 2935.571777
	Iteration 64Q: 3 clusters Score -501770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -501773.531250 Penalty: 2935.571777
	Iteration 65Q: 3 clusters Score -501773.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -501774.062500 Penalty: 2935.571777
	Iteration 66Q: 3 clusters Score -501774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -501775.406250 Penalty: 2935.571777
	Iteration 67Q: 3 clusters Score -501775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -501776.437500 Penalty: 2935.571777
	Iteration 68Q: 3 clusters Score -501776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -501776.500000 Penalty: 2935.571777
	Iteration 69Q: 3 clusters Score -501776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -501777.125000 Penalty: 2935.571777
	Iteration 70Q: 3 clusters Score -501777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -501777.125000 Penalty: 2935.571777
	Iteration 71F: 3 clusters Score -501777.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Entering Unmasked Estep 
Score: -773428.437500 Penalty: 1539.302002
	Iteration 0F: 2 clusters Score -773428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -764370.812500 Penalty: 3078.604004
	Iteration 0F: 3 clusters Score -764370.8 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -767426.125000 Penalty: 3078.604004
	Iteration 1F: 3 clusters Score -767426.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -767701.125000 Penalty: 3078.604004
	Iteration 2F: 3 clusters Score -767701.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -767956.375000 Penalty: 3078.604004
	Iteration 3Q: 3 clusters Score -767956.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -768220.375000 Penalty: 3078.604004
	Iteration 4Q: 3 clusters Score -768220.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -768520.500000 Penalty: 3078.604004
	Iteration 5Q: 3 clusters Score -768520.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -768908.687500 Penalty: 3078.604004
	Iteration 6F: 3 clusters Score -768908.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -769341.937500 Penalty: 3078.604004
	Iteration 7F: 3 clusters Score -769341.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -769869.875000 Penalty: 3078.604004
	Iteration 8F: 3 clusters Score -769869.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -770479.687500 Penalty: 3078.604004
	Iteration 9F: 3 clusters Score -770479.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -771162.562500 Penalty: 3078.604004
	Iteration 10F: 3 clusters Score -771162.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -771733.437500 Penalty: 3078.604004
	Iteration 11F: 3 clusters Score -771733.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -772110.937500 Penalty: 3078.604004
	Iteration 12Q: 3 clusters Score -772110.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -772370.687500 Penalty: 3078.604004
	Iteration 13Q: 3 clusters Score -772370.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -772542.062500 Penalty: 3078.604004
	Iteration 14Q: 3 clusters Score -772542.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -772677.812500 Penalty: 3078.604004
	Iteration 15Q: 3 clusters Score -772677.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -772782.375000 Penalty: 3078.604004
	Iteration 16Q: 3 clusters Score -772782.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -772871.500000 Penalty: 3078.604004
	Iteration 17Q: 3 clusters Score -772871.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -772947.125000 Penalty: 3078.604004
	Iteration 18Q: 3 clusters Score -772947.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -773017.250000 Penalty: 3078.604004
	Iteration 19Q: 3 clusters Score -773017.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -773071.625000 Penalty: 3078.604004
	Iteration 20F: 3 clusters Score -773071.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -773119.187500 Penalty: 3078.604004
	Iteration 21Q: 3 clusters Score -773119.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -773161.312500 Penalty: 3078.604004
	Iteration 22Q: 3 clusters Score -773161.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -773209.312500 Penalty: 3078.604004
	Iteration 23Q: 3 clusters Score -773209.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -773240.000000 Penalty: 3078.604004
	Iteration 24Q: 3 clusters Score -773240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -773258.375000 Penalty: 3078.604004
	Iteration 25Q: 3 clusters Score -773258.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -773263.687500 Penalty: 3078.604004
	Iteration 26Q: 3 clusters Score -773263.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -773266.937500 Penalty: 3078.604004
	Iteration 27Q: 3 clusters Score -773266.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -773272.062500 Penalty: 3078.604004
	Iteration 28Q: 3 clusters Score -773272.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -773275.937500 Penalty: 3078.604004
	Iteration 29Q: 3 clusters Score -773275.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -773276.125000 Penalty: 3078.604004
	Iteration 30Q: 3 clusters Score -773276.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -773277.437500 Penalty: 3078.604004
	Iteration 31Q: 3 clusters Score -773277.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -773283.375000 Penalty: 3078.604004
	Iteration 32Q: 3 clusters Score -773283.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -773285.375000 Penalty: 3078.604004
	Iteration 33Q: 3 clusters Score -773285.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -773288.125000 Penalty: 3078.604004
	Iteration 34Q: 3 clusters Score -773288.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -773290.875000 Penalty: 3078.604004
	Iteration 35Q: 3 clusters Score -773290.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -773294.562500 Penalty: 3078.604004
	Iteration 36Q: 3 clusters Score -773294.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -773295.125000 Penalty: 3078.604004
	Iteration 37Q: 3 clusters Score -773295.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -773297.312500 Penalty: 3078.604004
	Iteration 38Q: 3 clusters Score -773297.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -773301.625000 Penalty: 3078.604004
	Iteration 39Q: 3 clusters Score -773301.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -773301.562500 Penalty: 3078.604004
	Iteration 40F: 3 clusters Score -773301.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -773306.375000 Penalty: 3078.604004
	Iteration 41Q: 3 clusters Score -773306.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -773306.500000 Penalty: 3078.604004
	Iteration 42Q: 3 clusters Score -773306.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -773306.625000 Penalty: 3078.604004
	Iteration 43Q: 3 clusters Score -773306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -773306.562500 Penalty: 3078.604004
	Iteration 44Q: 3 clusters Score -773306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -773308.187500 Penalty: 3078.604004
	Iteration 45Q: 3 clusters Score -773308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -773307.375000 Penalty: 3078.604004
	Iteration 46Q: 3 clusters Score -773307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -773307.875000 Penalty: 3078.604004
	Iteration 47Q: 3 clusters Score -773307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -773306.437500 Penalty: 3078.604004
	Iteration 48Q: 3 clusters Score -773306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -773308.562500 Penalty: 3078.604004
	Iteration 49Q: 3 clusters Score -773308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -773309.125000 Penalty: 3078.604004
	Iteration 50Q: 3 clusters Score -773309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -773309.062500 Penalty: 3078.604004
	Iteration 51Q: 3 clusters Score -773309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -773309.750000 Penalty: 3078.604004
	Iteration 52Q: 3 clusters Score -773309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -773310.562500 Penalty: 3078.604004
	Iteration 53Q: 3 clusters Score -773310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -773310.062500 Penalty: 3078.604004
	Iteration 54Q: 3 clusters Score -773310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -773310.062500 Penalty: 3078.604004
	Iteration 55F: 3 clusters Score -773310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24159 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18509 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8400 members 
Mstep: Class 15 contains 2581 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12741 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6074 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 8371 members 
Mstep: Class 24 contains 12999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952510.000000 Penalty: 48720.890625
Iteration 199Q: 24 clusters Score -2.695251e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 11670 members 
Mstep: Class 3 contains 29050 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24154 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18538 members 
Mstep: Class 11 contains 101595 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8401 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12741 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6076 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952498.000000 Penalty: 48720.890625
Iteration 200F: 24 clusters Score -2.69525e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145393 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 29051 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24150 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18572 members 
Mstep: Class 11 contains 101598 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8402 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 6077 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952494.000000 Penalty: 48720.890625
Iteration 201Q: 24 clusters Score -2.695249e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145396 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24147 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18596 members 
Mstep: Class 11 contains 101601 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8400 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12741 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6076 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952554.000000 Penalty: 48720.890625
Iteration 202Q: 24 clusters Score -2.695255e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145403 members 
Mstep: Class 2 contains 11669 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24143 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18613 members 
Mstep: Class 11 contains 101604 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8400 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12741 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6075 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952574.000000 Penalty: 48720.890625
Iteration 203Q: 24 clusters Score -2.695257e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 29057 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24141 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18643 members 
Mstep: Class 11 contains 101607 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8399 members 
Mstep: Class 15 contains 2435 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952594.000000 Penalty: 48720.890625
Iteration 204Q: 24 clusters Score -2.695259e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145412 members 
Mstep: Class 2 contains 11670 members 
Mstep: Class 3 contains 29058 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 24138 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18663 members 
Mstep: Class 11 contains 101604 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8396 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952558.000000 Penalty: 48720.890625
Iteration 205Q: 24 clusters Score -2.695256e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145421 members 
Mstep: Class 2 contains 11670 members 
Mstep: Class 3 contains 29059 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 12417 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 24130 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18690 members 
Mstep: Class 11 contains 101604 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8397 members 
Mstep: Class 15 contains 2388 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952552.000000 Penalty: 48720.890625
Iteration 206Q: 24 clusters Score -2.695255e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145423 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 29059 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 12417 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6162 members 
Mstep: Class 8 contains 24124 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18707 members 
Mstep: Class 11 contains 101609 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8397 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952578.000000 Penalty: 48720.890625
Iteration 207Q: 24 clusters Score -2.695258e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145421 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 29060 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12416 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 24121 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 18724 members 
Mstep: Class 11 contains 101616 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8395 members 
Mstep: Class 15 contains 2351 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952582.000000 Penalty: 48720.890625
Iteration 208Q: 24 clusters Score -2.695258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145415 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 29058 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 12416 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 24117 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18739 members 
Mstep: Class 11 contains 101617 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8395 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952586.000000 Penalty: 48720.890625
Iteration 209Q: 24 clusters Score -2.695259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145405 members 
Mstep: Class 2 contains 11665 members 
Mstep: Class 3 contains 29058 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 12415 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 24117 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18761 members 
Mstep: Class 11 contains 101620 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8394 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 6898 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952548.000000 Penalty: 48720.890625
Iteration 210Q: 24 clusters Score -2.695255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145397 members 
Mstep: Class 2 contains 11661 members 
Mstep: Class 3 contains 29058 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 12415 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 24117 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18788 members 
Mstep: Class 11 contains 101622 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8392 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6899 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952516.000000 Penalty: 48720.890625
Iteration 211Q: 24 clusters Score -2.695252e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145394 members 
Mstep: Class 2 contains 11659 members 
Mstep: Class 3 contains 29058 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 12415 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 24116 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18811 members 
Mstep: Class 11 contains 101619 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8390 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952532.000000 Penalty: 48720.890625
Iteration 212Q: 24 clusters Score -2.695253e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145394 members 
Mstep: Class 2 contains 11658 members 
Mstep: Class 3 contains 29059 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 12414 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 24115 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18830 members 
Mstep: Class 11 contains 101618 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8388 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952560.000000 Penalty: 48720.890625
Iteration 213Q: 24 clusters Score -2.695256e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145389 members 
Mstep: Class 2 contains 11659 members 
Mstep: Class 3 contains 29063 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 12410 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 24115 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18860 members 
Mstep: Class 11 contains 101615 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8384 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6900 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952550.000000 Penalty: 48720.890625
Iteration 214Q: 24 clusters Score -2.695255e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145387 members 
Mstep: Class 2 contains 11660 members 
Mstep: Class 3 contains 29061 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 12406 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 24116 members 
Mstep: Class 9 contains 29662 members 
Mstep: Class 10 contains 18885 members 
Mstep: Class 11 contains 101613 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 2257 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6900 members 
Mstep: Class 19 contains 6070 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952558.000000 Penalty: 48720.890625
Iteration 215Q: 24 clusters Score -2.695256e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 11662 members 
Mstep: Class 3 contains 29060 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12402 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 24116 members 
Mstep: Class 9 contains 29662 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 101608 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952586.000000 Penalty: 48720.890625
Iteration 216Q: 24 clusters Score -2.695259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145392 members 
Mstep: Class 2 contains 11663 members 
Mstep: Class 3 contains 29059 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12399 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 24116 members 
Mstep: Class 9 contains 29662 members 
Mstep: Class 10 contains 18925 members 
Mstep: Class 11 contains 101603 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8374 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952574.000000 Penalty: 48720.890625
Iteration 217Q: 24 clusters Score -2.695257e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145387 members 
Mstep: Class 2 contains 11662 members 
Mstep: Class 3 contains 29059 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12397 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 24116 members 
Mstep: Class 9 contains 29662 members 
Mstep: Class 10 contains 18945 members 
Mstep: Class 11 contains 101601 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952594.000000 Penalty: 48720.890625
Iteration 218Q: 24 clusters Score -2.695259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145383 members 
Mstep: Class 2 contains 11660 members 
Mstep: Class 3 contains 29057 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12397 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 24116 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18964 members 
Mstep: Class 11 contains 101597 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8373 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952596.000000 Penalty: 48720.890625
Iteration 219Q: 24 clusters Score -2.69526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145382 members 
Mstep: Class 2 contains 11659 members 
Mstep: Class 3 contains 29056 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12397 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 24114 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 18983 members 
Mstep: Class 11 contains 101591 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8374 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952582.000000 Penalty: 48720.890625
Iteration 220F: 24 clusters Score -2.695258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145386 members 
Mstep: Class 2 contains 11659 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12396 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 24114 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19000 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8374 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952596.000000 Penalty: 48720.890625
Iteration 221Q: 24 clusters Score -2.69526e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145381 members 
Mstep: Class 2 contains 11658 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12395 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 24114 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19020 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 2194 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952612.000000 Penalty: 48720.890625
Iteration 222Q: 24 clusters Score -2.695261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 11656 members 
Mstep: Class 3 contains 29056 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 24114 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19035 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8369 members 
Mstep: Class 15 contains 2187 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952622.000000 Penalty: 48720.890625
Iteration 223Q: 24 clusters Score -2.695262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 11655 members 
Mstep: Class 3 contains 29056 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 24112 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19045 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8369 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952620.000000 Penalty: 48720.890625
Iteration 224Q: 24 clusters Score -2.695262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 11655 members 
Mstep: Class 3 contains 29056 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 24109 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 101589 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8368 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952636.000000 Penalty: 48720.890625
Iteration 225Q: 24 clusters Score -2.695264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 11654 members 
Mstep: Class 3 contains 29056 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6174 members 
Mstep: Class 8 contains 24107 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19062 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8368 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952630.000000 Penalty: 48720.890625
Iteration 226Q: 24 clusters Score -2.695263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145380 members 
Mstep: Class 2 contains 11653 members 
Mstep: Class 3 contains 29056 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12395 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6176 members 
Mstep: Class 8 contains 24103 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19074 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8366 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952668.000000 Penalty: 48720.890625
Iteration 227Q: 24 clusters Score -2.695267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 11653 members 
Mstep: Class 3 contains 29056 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12395 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24100 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19080 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8364 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952662.000000 Penalty: 48720.890625
Iteration 228Q: 24 clusters Score -2.695266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145380 members 
Mstep: Class 2 contains 11652 members 
Mstep: Class 3 contains 29056 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24098 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19084 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8364 members 
Mstep: Class 15 contains 2154 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952652.000000 Penalty: 48720.890625
Iteration 229Q: 24 clusters Score -2.695265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145382 members 
Mstep: Class 2 contains 11651 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24094 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19091 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952652.000000 Penalty: 48720.890625
Iteration 230Q: 24 clusters Score -2.695265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145386 members 
Mstep: Class 2 contains 11650 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24089 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19097 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8362 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952672.000000 Penalty: 48720.890625
Iteration 231Q: 24 clusters Score -2.695267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145385 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24083 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19108 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 8370 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952662.000000 Penalty: 48720.890625
Iteration 232Q: 24 clusters Score -2.695266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145387 members 
Mstep: Class 2 contains 11648 members 
Mstep: Class 3 contains 29054 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24079 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19115 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 8370 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952684.000000 Penalty: 48720.890625
Iteration 233Q: 24 clusters Score -2.695268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145384 members 
Mstep: Class 2 contains 11646 members 
Mstep: Class 3 contains 29054 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24079 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19125 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952662.000000 Penalty: 48720.890625
Iteration 234Q: 24 clusters Score -2.695266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145383 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 29054 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24079 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19132 members 
Mstep: Class 11 contains 101581 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952650.000000 Penalty: 48720.890625
Iteration 235Q: 24 clusters Score -2.695265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145380 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 29054 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24080 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19138 members 
Mstep: Class 11 contains 101579 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952664.000000 Penalty: 48720.890625
Iteration 236Q: 24 clusters Score -2.695266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 29054 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24079 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19141 members 
Mstep: Class 11 contains 101579 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952674.000000 Penalty: 48720.890625
Iteration 237Q: 24 clusters Score -2.695267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 29054 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24079 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19142 members 
Mstep: Class 11 contains 101579 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952676.000000 Penalty: 48720.890625
Iteration 238Q: 24 clusters Score -2.695268e+07 nChanged 1
Entering ConstructFrom: 
Score: -26952676.000000 Penalty: 48720.890625
Entering ConstructFrom: 
Trying to split cluster 1 (145380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145380 members 
Entering Unmasked Estep 
Score: -8863861.000000 Penalty: 1931.654663
	Iteration 0F: 2 clusters Score -8863861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -8766083.000000 Penalty: 3863.309326
	Iteration 0F: 3 clusters Score -8766083 nChanged 70134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -8807537.000000 Penalty: 3863.309326
	Iteration 1F: 3 clusters Score -8807537 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -8808971.000000 Penalty: 3863.309326
	Iteration 2Q: 3 clusters Score -8808971 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -8810767.000000 Penalty: 3863.309326
	Iteration 3Q: 3 clusters Score -8810767 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -8813379.000000 Penalty: 3863.309326
	Iteration 4Q: 3 clusters Score -8813379 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -8816854.000000 Penalty: 3863.309326
	Iteration 5Q: 3 clusters Score -8816854 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -8821465.000000 Penalty: 3863.309326
	Iteration 6F: 3 clusters Score -8821465 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -8827497.000000 Penalty: 3863.309326
	Iteration 7F: 3 clusters Score -8827497 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -8834657.000000 Penalty: 3863.309326
	Iteration 8F: 3 clusters Score -8834657 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93604 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -8842500.000000 Penalty: 3863.309326
	Iteration 9F: 3 clusters Score -8842500 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -8848403.000000 Penalty: 3863.309326
	Iteration 10F: 3 clusters Score -8848403 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -8851732.000000 Penalty: 3863.309326
	Iteration 11Q: 3 clusters Score -8851732 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103521 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -8853618.000000 Penalty: 3863.309326
	Iteration 12Q: 3 clusters Score -8853618 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -8854935.000000 Penalty: 3863.309326
	Iteration 13Q: 3 clusters Score -8854935 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107559 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -8855833.000000 Penalty: 3863.309326
	Iteration 14Q: 3 clusters Score -8855833 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -8856539.000000 Penalty: 3863.309326
	Iteration 15Q: 3 clusters Score -8856539 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110986 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -8857171.000000 Penalty: 3863.309326
	Iteration 16Q: 3 clusters Score -8857171 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112551 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -8857738.000000 Penalty: 3863.309326
	Iteration 17Q: 3 clusters Score -8857738 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114016 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -8858128.000000 Penalty: 3863.309326
	Iteration 18Q: 3 clusters Score -8858128 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115398 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -8858522.000000 Penalty: 3863.309326
	Iteration 19Q: 3 clusters Score -8858522 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116708 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -8858871.000000 Penalty: 3863.309326
	Iteration 20F: 3 clusters Score -8858871 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117921 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -8859065.000000 Penalty: 3863.309326
	Iteration 21Q: 3 clusters Score -8859065 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119040 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -8859344.000000 Penalty: 3863.309326
	Iteration 22Q: 3 clusters Score -8859344 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120062 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -8859557.000000 Penalty: 3863.309326
	Iteration 23Q: 3 clusters Score -8859557 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121071 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -8859739.000000 Penalty: 3863.309326
	Iteration 24Q: 3 clusters Score -8859739 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -8859962.000000 Penalty: 3863.309326
	Iteration 25Q: 3 clusters Score -8859962 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122955 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -8860171.000000 Penalty: 3863.309326
	Iteration 26Q: 3 clusters Score -8860171 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -8860332.000000 Penalty: 3863.309326
	Iteration 27Q: 3 clusters Score -8860332 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -8860435.000000 Penalty: 3863.309326
	Iteration 28Q: 3 clusters Score -8860435 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -8860553.000000 Penalty: 3863.309326
	Iteration 29Q: 3 clusters Score -8860553 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126057 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -8860656.000000 Penalty: 3863.309326
	Iteration 30Q: 3 clusters Score -8860656 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126682 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -8860795.000000 Penalty: 3863.309326
	Iteration 31Q: 3 clusters Score -8860795 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127322 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -8860868.000000 Penalty: 3863.309326
	Iteration 32Q: 3 clusters Score -8860868 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -8860967.000000 Penalty: 3863.309326
	Iteration 33Q: 3 clusters Score -8860967 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128544 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -8861067.000000 Penalty: 3863.309326
	Iteration 34Q: 3 clusters Score -8861067 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129130 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -8861194.000000 Penalty: 3863.309326
	Iteration 35Q: 3 clusters Score -8861194 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129728 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -8861295.000000 Penalty: 3863.309326
	Iteration 36Q: 3 clusters Score -8861295 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130352 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -8861391.000000 Penalty: 3863.309326
	Iteration 37Q: 3 clusters Score -8861391 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130941 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -8861473.000000 Penalty: 3863.309326
	Iteration 38Q: 3 clusters Score -8861473 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131469 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -8861557.000000 Penalty: 3863.309326
	Iteration 39Q: 3 clusters Score -8861557 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131973 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -8861607.000000 Penalty: 3863.309326
	Iteration 40F: 3 clusters Score -8861607 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -8861663.000000 Penalty: 3863.309326
	Iteration 41Q: 3 clusters Score -8861663 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132967 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -8861749.000000 Penalty: 3863.309326
	Iteration 42Q: 3 clusters Score -8861749 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133429 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -8861820.000000 Penalty: 3863.309326
	Iteration 43Q: 3 clusters Score -8861820 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133858 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -8861857.000000 Penalty: 3863.309326
	Iteration 44Q: 3 clusters Score -8861857 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134284 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -8861946.000000 Penalty: 3863.309326
	Iteration 45Q: 3 clusters Score -8861946 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134692 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -8862007.000000 Penalty: 3863.309326
	Iteration 46Q: 3 clusters Score -8862007 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135029 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -8862074.000000 Penalty: 3863.309326
	Iteration 47Q: 3 clusters Score -8862074 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135341 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -8862126.000000 Penalty: 3863.309326
	Iteration 48Q: 3 clusters Score -8862126 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135626 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -8862166.000000 Penalty: 3863.309326
	Iteration 49Q: 3 clusters Score -8862166 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135893 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -8862197.000000 Penalty: 3863.309326
	Iteration 50Q: 3 clusters Score -8862197 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -8862233.000000 Penalty: 3863.309326
	Iteration 51Q: 3 clusters Score -8862233 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136361 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -8862246.000000 Penalty: 3863.309326
	Iteration 52Q: 3 clusters Score -8862246 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136570 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -8862286.000000 Penalty: 3863.309326
	Iteration 53Q: 3 clusters Score -8862286 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136768 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -8862294.000000 Penalty: 3863.309326
	Iteration 54Q: 3 clusters Score -8862294 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136941 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -8862316.000000 Penalty: 3863.309326
	Iteration 55Q: 3 clusters Score -8862316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137083 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -8862319.000000 Penalty: 3863.309326
	Iteration 56Q: 3 clusters Score -8862319 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137241 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -8862365.000000 Penalty: 3863.309326
	Iteration 57Q: 3 clusters Score -8862365 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137382 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -8862358.000000 Penalty: 3863.309326
	Iteration 58Q: 3 clusters Score -8862358 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137528 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -8862370.000000 Penalty: 3863.309326
	Iteration 59Q: 3 clusters Score -8862370 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137675 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -8862367.000000 Penalty: 3863.309326
	Iteration 60F: 3 clusters Score -8862367 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137814 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -8862395.000000 Penalty: 3863.309326
	Iteration 61Q: 3 clusters Score -8862395 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137948 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -8862381.000000 Penalty: 3863.309326
	Iteration 62Q: 3 clusters Score -8862381 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138096 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -8862403.000000 Penalty: 3863.309326
	Iteration 63Q: 3 clusters Score -8862403 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138249 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -8862432.000000 Penalty: 3863.309326
	Iteration 64Q: 3 clusters Score -8862432 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138398 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -8862441.000000 Penalty: 3863.309326
	Iteration 65Q: 3 clusters Score -8862441 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138530 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -8862438.000000 Penalty: 3863.309326
	Iteration 66Q: 3 clusters Score -8862438 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138662 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -8862470.000000 Penalty: 3863.309326
	Iteration 67Q: 3 clusters Score -8862470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138774 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -8862484.000000 Penalty: 3863.309326
	Iteration 68Q: 3 clusters Score -8862484 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138876 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8862497.000000 Penalty: 3863.309326
	Iteration 69Q: 3 clusters Score -8862497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138959 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -8862499.000000 Penalty: 3863.309326
	Iteration 70Q: 3 clusters Score -8862499 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139039 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -8862516.000000 Penalty: 3863.309326
	Iteration 71Q: 3 clusters Score -8862516 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139119 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -8862520.000000 Penalty: 3863.309326
	Iteration 72Q: 3 clusters Score -8862520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139202 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -8862517.000000 Penalty: 3863.309326
	Iteration 73Q: 3 clusters Score -8862517 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139275 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -8862525.000000 Penalty: 3863.309326
	Iteration 74Q: 3 clusters Score -8862525 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139335 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -8862521.000000 Penalty: 3863.309326
	Iteration 75Q: 3 clusters Score -8862521 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139399 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -8862538.000000 Penalty: 3863.309326
	Iteration 76Q: 3 clusters Score -8862538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139467 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -8862555.000000 Penalty: 3863.309326
	Iteration 77Q: 3 clusters Score -8862555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139536 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -8862553.000000 Penalty: 3863.309326
	Iteration 78Q: 3 clusters Score -8862553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139599 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -8862568.000000 Penalty: 3863.309326
	Iteration 79Q: 3 clusters Score -8862568 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139654 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -8862562.000000 Penalty: 3863.309326
	Iteration 80F: 3 clusters Score -8862562 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139707 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -8862569.000000 Penalty: 3863.309326
	Iteration 81Q: 3 clusters Score -8862569 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139767 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -8862571.000000 Penalty: 3863.309326
	Iteration 82Q: 3 clusters Score -8862571 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -8862558.000000 Penalty: 3863.309326
	Iteration 83Q: 3 clusters Score -8862558 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139892 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -8862579.000000 Penalty: 3863.309326
	Iteration 84Q: 3 clusters Score -8862579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139968 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -8862606.000000 Penalty: 3863.309326
	Iteration 85Q: 3 clusters Score -8862606 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140039 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -8862638.000000 Penalty: 3863.309326
	Iteration 86Q: 3 clusters Score -8862638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140113 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -8862643.000000 Penalty: 3863.309326
	Iteration 87Q: 3 clusters Score -8862643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140182 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -8862648.000000 Penalty: 3863.309326
	Iteration 88Q: 3 clusters Score -8862648 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -8862655.000000 Penalty: 3863.309326
	Iteration 89Q: 3 clusters Score -8862655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140294 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -8862657.000000 Penalty: 3863.309326
	Iteration 90Q: 3 clusters Score -8862657 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140331 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -8862666.000000 Penalty: 3863.309326
	Iteration 91Q: 3 clusters Score -8862666 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140370 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -8862653.000000 Penalty: 3863.309326
	Iteration 92Q: 3 clusters Score -8862653 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8862654 nChanged 44
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Mstep: Class 1 contains 140450 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8862665 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140486 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8862666 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -8862685.000000 Penalty: 3863.309326
	Iteration 96Q: 3 clusters Score -8862685 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140557 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -8862691.000000 Penalty: 3863.309326
	Iteration 97Q: 3 clusters Score -8862691 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140596 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -8862702.000000 Penalty: 3863.309326
	Iteration 98Q: 3 clusters Score -8862702 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140621 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -8862693.000000 Penalty: 3863.309326
	Iteration 99Q: 3 clusters Score -8862693 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140644 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -8862701.000000 Penalty: 3863.309326
	Iteration 100F: 3 clusters Score -8862701 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140656 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -8862715.000000 Penalty: 3863.309326
	Iteration 101Q: 3 clusters Score -8862715 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140671 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -8862707.000000 Penalty: 3863.309326
	Iteration 102Q: 3 clusters Score -8862707 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -8862711.000000 Penalty: 3863.309326
	Iteration 103Q: 3 clusters Score -8862711 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140704 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -8862713.000000 Penalty: 3863.309326
	Iteration 104Q: 3 clusters Score -8862713 nChanged 22
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Mstep: Class 1 contains 140724 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8862713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140743 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -8862727.000000 Penalty: 3863.309326
	Iteration 106Q: 3 clusters Score -8862727 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140757 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -8862741.000000 Penalty: 3863.309326
	Iteration 107Q: 3 clusters Score -8862741 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140766 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -8862731.000000 Penalty: 3863.309326
	Iteration 108Q: 3 clusters Score -8862731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140779 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -8862730.000000 Penalty: 3863.309326
	Iteration 109Q: 3 clusters Score -8862730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140793 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -8862716.000000 Penalty: 3863.309326
	Iteration 110Q: 3 clusters Score -8862716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140807 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8862731.000000 Penalty: 3863.309326
	Iteration 111Q: 3 clusters Score -8862731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140822 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -8862726.000000 Penalty: 3863.309326
	Iteration 112Q: 3 clusters Score -8862726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140836 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8862727.000000 Penalty: 3863.309326
	Iteration 113Q: 3 clusters Score -8862727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140843 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -8862728.000000 Penalty: 3863.309326
	Iteration 114Q: 3 clusters Score -8862728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -8862725.000000 Penalty: 3863.309326
	Iteration 115Q: 3 clusters Score -8862725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140852 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -8862721.000000 Penalty: 3863.309326
	Iteration 116Q: 3 clusters Score -8862721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140855 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -8862729.000000 Penalty: 3863.309326
	Iteration 117Q: 3 clusters Score -8862729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140862 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -8862723.000000 Penalty: 3863.309326
	Iteration 118Q: 3 clusters Score -8862723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -8862732.000000 Penalty: 3863.309326
	Iteration 119Q: 3 clusters Score -8862732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140871 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -8862737.000000 Penalty: 3863.309326
	Iteration 120F: 3 clusters Score -8862737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140876 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8862731.000000 Penalty: 3863.309326
	Iteration 121Q: 3 clusters Score -8862731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140878 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -8862731.000000 Penalty: 3863.309326
	Iteration 122Q: 3 clusters Score -8862731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140878 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -8862731.000000 Penalty: 3863.309326
	Iteration 123F: 3 clusters Score -8862731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -690931.437500 Penalty: 1521.399780
	Iteration 0F: 2 clusters Score -690931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -682817.500000 Penalty: 3042.799561
	Iteration 0F: 3 clusters Score -682817.5 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -685856.812500 Penalty: 3042.799561
	Iteration 1F: 3 clusters Score -685856.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -686389.562500 Penalty: 3042.799561
	Iteration 2F: 3 clusters Score -686389.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -686875.625000 Penalty: 3042.799561
	Iteration 3F: 3 clusters Score -686875.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -687328.812500 Penalty: 3042.799561
	Iteration 4F: 3 clusters Score -687328.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -687724.812500 Penalty: 3042.799561
	Iteration 5F: 3 clusters Score -687724.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -688056.625000 Penalty: 3042.799561
	Iteration 6Q: 3 clusters Score -688056.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -688365.250000 Penalty: 3042.799561
	Iteration 7Q: 3 clusters Score -688365.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -688654.625000 Penalty: 3042.799561
	Iteration 8Q: 3 clusters Score -688654.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -688970.312500 Penalty: 3042.799561
	Iteration 9Q: 3 clusters Score -688970.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -689284.437500 Penalty: 3042.799561
	Iteration 10Q: 3 clusters Score -689284.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -689590.625000 Penalty: 3042.799561
	Iteration 11Q: 3 clusters Score -689590.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -689870.937500 Penalty: 3042.799561
	Iteration 12Q: 3 clusters Score -689870.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -690088.687500 Penalty: 3042.799561
	Iteration 13Q: 3 clusters Score -690088.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -690211.250000 Penalty: 3042.799561
	Iteration 14Q: 3 clusters Score -690211.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -690282.812500 Penalty: 3042.799561
	Iteration 15Q: 3 clusters Score -690282.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -690325.062500 Penalty: 3042.799561
	Iteration 16Q: 3 clusters Score -690325.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -690351.687500 Penalty: 3042.799561
	Iteration 17Q: 3 clusters Score -690351.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -690375.812500 Penalty: 3042.799561
	Iteration 18Q: 3 clusters Score -690375.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -690404.062500 Penalty: 3042.799561
	Iteration 19Q: 3 clusters Score -690404.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -690429.687500 Penalty: 3042.799561
	Iteration 20F: 3 clusters Score -690429.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -690439.750000 Penalty: 3042.799561
	Iteration 21Q: 3 clusters Score -690439.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -690451.625000 Penalty: 3042.799561
	Iteration 22Q: 3 clusters Score -690451.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -690461.312500 Penalty: 3042.799561
	Iteration 23Q: 3 clusters Score -690461.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -690468.000000 Penalty: 3042.799561
	Iteration 24Q: 3 clusters Score -690468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -690472.000000 Penalty: 3042.799561
	Iteration 25Q: 3 clusters Score -690472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -690476.562500 Penalty: 3042.799561
	Iteration 26Q: 3 clusters Score -690476.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -690481.500000 Penalty: 3042.799561
	Iteration 27Q: 3 clusters Score -690481.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -690483.812500 Penalty: 3042.799561
	Iteration 28Q: 3 clusters Score -690483.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -690484.375000 Penalty: 3042.799561
	Iteration 29Q: 3 clusters Score -690484.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -690488.937500 Penalty: 3042.799561
	Iteration 30Q: 3 clusters Score -690488.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -690491.625000 Penalty: 3042.799561
	Iteration 31Q: 3 clusters Score -690491.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -690494.687500 Penalty: 3042.799561
	Iteration 32Q: 3 clusters Score -690494.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -690496.500000 Penalty: 3042.799561
	Iteration 33Q: 3 clusters Score -690496.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -690495.687500 Penalty: 3042.799561
	Iteration 34Q: 3 clusters Score -690495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -690497.250000 Penalty: 3042.799561
	Iteration 35Q: 3 clusters Score -690497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -690498.000000 Penalty: 3042.799561
	Iteration 36Q: 3 clusters Score -690498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -690497.937500 Penalty: 3042.799561
	Iteration 37Q: 3 clusters Score -690497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -690499.125000 Penalty: 3042.799561
	Iteration 38Q: 3 clusters Score -690499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -690499.187500 Penalty: 3042.799561
	Iteration 39Q: 3 clusters Score -690499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -690500.750000 Penalty: 3042.799561
	Iteration 40F: 3 clusters Score -690500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -690499.062500 Penalty: 3042.799561
	Iteration 41Q: 3 clusters Score -690499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -690498.437500 Penalty: 3042.799561
	Iteration 42Q: 3 clusters Score -690498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -690498.000000 Penalty: 3042.799561
	Iteration 43Q: 3 clusters Score -690498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -690498.187500 Penalty: 3042.799561
	Iteration 44Q: 3 clusters Score -690498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -690498.687500 Penalty: 3042.799561
	Iteration 45Q: 3 clusters Score -690498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -690499.375000 Penalty: 3042.799561
	Iteration 46Q: 3 clusters Score -690499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -690499.750000 Penalty: 3042.799561
	Iteration 47Q: 3 clusters Score -690499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -690498.312500 Penalty: 3042.799561
	Iteration 48Q: 3 clusters Score -690498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -690498.312500 Penalty: 3042.799561
	Iteration 49F: 3 clusters Score -690498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Entering Unmasked Estep 
Score: -1783580.125000 Penalty: 1669.998169
	Iteration 0F: 2 clusters Score -1783580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1764069.625000 Penalty: 3339.996338
	Iteration 0F: 3 clusters Score -1764070 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1771853.500000 Penalty: 3339.996338
	Iteration 1F: 3 clusters Score -1771854 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1772792.750000 Penalty: 3339.996338
	Iteration 2F: 3 clusters Score -1772793 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1774268.625000 Penalty: 3339.996338
	Iteration 3F: 3 clusters Score -1774269 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1776391.875000 Penalty: 3339.996338
	Iteration 4F: 3 clusters Score -1776392 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1778665.375000 Penalty: 3339.996338
	Iteration 5F: 3 clusters Score -1778665 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1780518.500000 Penalty: 3339.996338
	Iteration 6F: 3 clusters Score -1780518 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1781888.750000 Penalty: 3339.996338
	Iteration 7Q: 3 clusters Score -1781889 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1782808.875000 Penalty: 3339.996338
	Iteration 8Q: 3 clusters Score -1782809 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1783201.500000 Penalty: 3339.996338
	Iteration 9Q: 3 clusters Score -1783202 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1783302.000000 Penalty: 3339.996338
	Iteration 10Q: 3 clusters Score -1783302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1783342.375000 Penalty: 3339.996338
	Iteration 11Q: 3 clusters Score -1783342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1783364.625000 Penalty: 3339.996338
	Iteration 12Q: 3 clusters Score -1783365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1783374.625000 Penalty: 3339.996338
	Iteration 13Q: 3 clusters Score -1783375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1783385.250000 Penalty: 3339.996338
	Iteration 14Q: 3 clusters Score -1783385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1783388.875000 Penalty: 3339.996338
	Iteration 15Q: 3 clusters Score -1783389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1783392.125000 Penalty: 3339.996338
	Iteration 16Q: 3 clusters Score -1783392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1783395.500000 Penalty: 3339.996338
	Iteration 17Q: 3 clusters Score -1783396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1783401.000000 Penalty: 3339.996338
	Iteration 18Q: 3 clusters Score -1783401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1783400.125000 Penalty: 3339.996338
	Iteration 19Q: 3 clusters Score -1783400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1783400.250000 Penalty: 3339.996338
	Iteration 20F: 3 clusters Score -1783400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1783399.625000 Penalty: 3339.996338
	Iteration 21Q: 3 clusters Score -1783400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1783401.000000 Penalty: 3339.996338
	Iteration 22Q: 3 clusters Score -1783401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1783404.000000 Penalty: 3339.996338
	Iteration 23Q: 3 clusters Score -1783404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1783407.000000 Penalty: 3339.996338
	Iteration 24Q: 3 clusters Score -1783407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1783408.250000 Penalty: 3339.996338
	Iteration 25Q: 3 clusters Score -1783408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1783410.500000 Penalty: 3339.996338
	Iteration 26Q: 3 clusters Score -1783410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1783411.250000 Penalty: 3339.996338
	Iteration 27Q: 3 clusters Score -1783411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1783409.750000 Penalty: 3339.996338
	Iteration 28Q: 3 clusters Score -1783410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1783408.750000 Penalty: 3339.996338
	Iteration 29Q: 3 clusters Score -1783409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1783410.000000 Penalty: 3339.996338
	Iteration 30Q: 3 clusters Score -1783410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1783410.000000 Penalty: 3339.996338
	Iteration 31F: 3 clusters Score -1783410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -187896.468750 Penalty: 1307.408081
	Iteration 0F: 2 clusters Score -187896.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -185086.203125 Penalty: 2614.816162
	Iteration 0F: 3 clusters Score -185086.2 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -185921.031250 Penalty: 2614.816162
	Iteration 1F: 3 clusters Score -185921 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -186183.015625 Penalty: 2614.816162
	Iteration 2F: 3 clusters Score -186183 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -186332.875000 Penalty: 2614.816162
	Iteration 3F: 3 clusters Score -186332.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -186454.531250 Penalty: 2614.816162
	Iteration 4Q: 3 clusters Score -186454.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -186530.578125 Penalty: 2614.816162
	Iteration 5Q: 3 clusters Score -186530.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -186617.718750 Penalty: 2614.816162
	Iteration 6Q: 3 clusters Score -186617.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -186729.968750 Penalty: 2614.816162
	Iteration 7Q: 3 clusters Score -186730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -186826.812500 Penalty: 2614.816162
	Iteration 8Q: 3 clusters Score -186826.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -186915.953125 Penalty: 2614.816162
	Iteration 9Q: 3 clusters Score -186916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -187028.750000 Penalty: 2614.816162
	Iteration 10Q: 3 clusters Score -187028.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -187166.453125 Penalty: 2614.816162
	Iteration 11Q: 3 clusters Score -187166.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -187279.328125 Penalty: 2614.816162
	Iteration 12Q: 3 clusters Score -187279.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -187364.187500 Penalty: 2614.816162
	Iteration 13Q: 3 clusters Score -187364.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -187434.937500 Penalty: 2614.816162
	Iteration 14Q: 3 clusters Score -187434.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -187498.375000 Penalty: 2614.816162
	Iteration 15Q: 3 clusters Score -187498.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -187544.734375 Penalty: 2614.816162
	Iteration 16Q: 3 clusters Score -187544.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -187594.421875 Penalty: 2614.816162
	Iteration 17Q: 3 clusters Score -187594.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -187650.718750 Penalty: 2614.816162
	Iteration 18Q: 3 clusters Score -187650.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -187697.828125 Penalty: 2614.816162
	Iteration 19Q: 3 clusters Score -187697.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -187732.984375 Penalty: 2614.816162
	Iteration 20F: 3 clusters Score -187733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -187762.093750 Penalty: 2614.816162
	Iteration 21Q: 3 clusters Score -187762.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -187777.140625 Penalty: 2614.816162
	Iteration 22Q: 3 clusters Score -187777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -187797.656250 Penalty: 2614.816162
	Iteration 23Q: 3 clusters Score -187797.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -187809.406250 Penalty: 2614.816162
	Iteration 24Q: 3 clusters Score -187809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -187815.140625 Penalty: 2614.816162
	Iteration 25Q: 3 clusters Score -187815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -187817.562500 Penalty: 2614.816162
	Iteration 26Q: 3 clusters Score -187817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -187820.625000 Penalty: 2614.816162
	Iteration 27Q: 3 clusters Score -187820.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -187822.500000 Penalty: 2614.816162
	Iteration 28Q: 3 clusters Score -187822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -187823.812500 Penalty: 2614.816162
	Iteration 29Q: 3 clusters Score -187823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -187824.640625 Penalty: 2614.816162
	Iteration 30Q: 3 clusters Score -187824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -187825.281250 Penalty: 2614.816162
	Iteration 31Q: 3 clusters Score -187825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -187825.281250 Penalty: 2614.816162
	Iteration 32F: 3 clusters Score -187825.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Entering Unmasked Estep 
Score: -779296.312500 Penalty: 1531.557251
	Iteration 0F: 2 clusters Score -779296.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -770609.500000 Penalty: 3063.114502
	Iteration 0F: 3 clusters Score -770609.5 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -773569.500000 Penalty: 3063.114502
	Iteration 1F: 3 clusters Score -773569.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -773848.812500 Penalty: 3063.114502
	Iteration 2F: 3 clusters Score -773848.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -774116.125000 Penalty: 3063.114502
	Iteration 3Q: 3 clusters Score -774116.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -774369.187500 Penalty: 3063.114502
	Iteration 4Q: 3 clusters Score -774369.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -774619.000000 Penalty: 3063.114502
	Iteration 5Q: 3 clusters Score -774619 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -774908.250000 Penalty: 3063.114502
	Iteration 6Q: 3 clusters Score -774908.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -775262.187500 Penalty: 3063.114502
	Iteration 7Q: 3 clusters Score -775262.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -775746.187500 Penalty: 3063.114502
	Iteration 8F: 3 clusters Score -775746.2 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -776338.187500 Penalty: 3063.114502
	Iteration 9F: 3 clusters Score -776338.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -776876.437500 Penalty: 3063.114502
	Iteration 10F: 3 clusters Score -776876.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -777261.500000 Penalty: 3063.114502
	Iteration 11Q: 3 clusters Score -777261.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -777563.187500 Penalty: 3063.114502
	Iteration 12Q: 3 clusters Score -777563.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -777720.125000 Penalty: 3063.114502
	Iteration 13Q: 3 clusters Score -777720.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -777811.250000 Penalty: 3063.114502
	Iteration 14Q: 3 clusters Score -777811.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -777868.312500 Penalty: 3063.114502
	Iteration 15Q: 3 clusters Score -777868.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -777902.500000 Penalty: 3063.114502
	Iteration 16Q: 3 clusters Score -777902.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -777921.875000 Penalty: 3063.114502
	Iteration 17Q: 3 clusters Score -777921.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -777934.187500 Penalty: 3063.114502
	Iteration 18Q: 3 clusters Score -777934.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -777944.875000 Penalty: 3063.114502
	Iteration 19Q: 3 clusters Score -777944.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -777954.000000 Penalty: 3063.114502
	Iteration 20F: 3 clusters Score -777954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -777957.437500 Penalty: 3063.114502
	Iteration 21Q: 3 clusters Score -777957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -777959.125000 Penalty: 3063.114502
	Iteration 22Q: 3 clusters Score -777959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -777963.250000 Penalty: 3063.114502
	Iteration 23Q: 3 clusters Score -777963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -777970.375000 Penalty: 3063.114502
	Iteration 24Q: 3 clusters Score -777970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -777972.312500 Penalty: 3063.114502
	Iteration 25Q: 3 clusters Score -777972.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -777978.687500 Penalty: 3063.114502
	Iteration 26Q: 3 clusters Score -777978.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -777983.437500 Penalty: 3063.114502
	Iteration 27Q: 3 clusters Score -777983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -777985.687500 Penalty: 3063.114502
	Iteration 28Q: 3 clusters Score -777985.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -777986.062500 Penalty: 3063.114502
	Iteration 29Q: 3 clusters Score -777986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -777988.312500 Penalty: 3063.114502
	Iteration 30Q: 3 clusters Score -777988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -777990.375000 Penalty: 3063.114502
	Iteration 31Q: 3 clusters Score -777990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -777992.062500 Penalty: 3063.114502
	Iteration 32Q: 3 clusters Score -777992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -777994.687500 Penalty: 3063.114502
	Iteration 33Q: 3 clusters Score -777994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -777995.312500 Penalty: 3063.114502
	Iteration 34Q: 3 clusters Score -777995.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -777995.312500 Penalty: 3063.114502
	Iteration 35F: 3 clusters Score -777995.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -107458.921875 Penalty: 1241.207275
	Iteration 0F: 2 clusters Score -107458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -105327.726562 Penalty: 2482.414551
	Iteration 0F: 3 clusters Score -105327.7 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -105828.195312 Penalty: 2482.414551
	Iteration 1F: 3 clusters Score -105828.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -106034.726562 Penalty: 2482.414551
	Iteration 2F: 3 clusters Score -106034.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -106205.703125 Penalty: 2482.414551
	Iteration 3F: 3 clusters Score -106205.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -106338.250000 Penalty: 2482.414551
	Iteration 4F: 3 clusters Score -106338.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -106442.343750 Penalty: 2482.414551
	Iteration 5Q: 3 clusters Score -106442.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -106535.117188 Penalty: 2482.414551
	Iteration 6Q: 3 clusters Score -106535.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -106601.078125 Penalty: 2482.414551
	Iteration 7Q: 3 clusters Score -106601.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -106672.875000 Penalty: 2482.414551
	Iteration 8Q: 3 clusters Score -106672.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -106725.351562 Penalty: 2482.414551
	Iteration 9Q: 3 clusters Score -106725.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -106755.976562 Penalty: 2482.414551
	Iteration 10Q: 3 clusters Score -106756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -106775.257812 Penalty: 2482.414551
	Iteration 11Q: 3 clusters Score -106775.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -106790.125000 Penalty: 2482.414551
	Iteration 12Q: 3 clusters Score -106790.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -106803.906250 Penalty: 2482.414551
	Iteration 13Q: 3 clusters Score -106803.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -106816.523438 Penalty: 2482.414551
	Iteration 14Q: 3 clusters Score -106816.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -106829.359375 Penalty: 2482.414551
	Iteration 15Q: 3 clusters Score -106829.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -106837.023438 Penalty: 2482.414551
	Iteration 16Q: 3 clusters Score -106837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -106843.257812 Penalty: 2482.414551
	Iteration 17Q: 3 clusters Score -106843.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -106850.039062 Penalty: 2482.414551
	Iteration 18Q: 3 clusters Score -106850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -106859.085938 Penalty: 2482.414551
	Iteration 19Q: 3 clusters Score -106859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -106866.898438 Penalty: 2482.414551
	Iteration 20F: 3 clusters Score -106866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -106871.796875 Penalty: 2482.414551
	Iteration 21Q: 3 clusters Score -106871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -106875.453125 Penalty: 2482.414551
	Iteration 22Q: 3 clusters Score -106875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -106882.921875 Penalty: 2482.414551
	Iteration 23Q: 3 clusters Score -106882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -106883.601562 Penalty: 2482.414551
	Iteration 24Q: 3 clusters Score -106883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -106883.914062 Penalty: 2482.414551
	Iteration 25Q: 3 clusters Score -106883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -106883.914062 Penalty: 2482.414551
	Iteration 26F: 3 clusters Score -106883.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -378456.250000 Penalty: 1418.421875
	Iteration 0F: 2 clusters Score -378456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -373730.031250 Penalty: 2836.843750
	Iteration 0F: 3 clusters Score -373730 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -375038.125000 Penalty: 2836.843750
	Iteration 1F: 3 clusters Score -375038.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -375250.687500 Penalty: 2836.843750
	Iteration 2F: 3 clusters Score -375250.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -375421.781250 Penalty: 2836.843750
	Iteration 3F: 3 clusters Score -375421.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -375572.000000 Penalty: 2836.843750
	Iteration 4F: 3 clusters Score -375572 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -375709.375000 Penalty: 2836.843750
	Iteration 5Q: 3 clusters Score -375709.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -375837.312500 Penalty: 2836.843750
	Iteration 6Q: 3 clusters Score -375837.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -375999.593750 Penalty: 2836.843750
	Iteration 7Q: 3 clusters Score -375999.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -376198.062500 Penalty: 2836.843750
	Iteration 8Q: 3 clusters Score -376198.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -376442.156250 Penalty: 2836.843750
	Iteration 9Q: 3 clusters Score -376442.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -376714.593750 Penalty: 2836.843750
	Iteration 10F: 3 clusters Score -376714.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -376960.937500 Penalty: 2836.843750
	Iteration 11Q: 3 clusters Score -376960.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -377151.343750 Penalty: 2836.843750
	Iteration 12Q: 3 clusters Score -377151.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -377275.968750 Penalty: 2836.843750
	Iteration 13Q: 3 clusters Score -377276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -377375.593750 Penalty: 2836.843750
	Iteration 14Q: 3 clusters Score -377375.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -377444.562500 Penalty: 2836.843750
	Iteration 15Q: 3 clusters Score -377444.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -377513.250000 Penalty: 2836.843750
	Iteration 16Q: 3 clusters Score -377513.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -377537.875000 Penalty: 2836.843750
	Iteration 17Q: 3 clusters Score -377537.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -377553.437500 Penalty: 2836.843750
	Iteration 18Q: 3 clusters Score -377553.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -377562.031250 Penalty: 2836.843750
	Iteration 19Q: 3 clusters Score -377562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -377569.093750 Penalty: 2836.843750
	Iteration 20F: 3 clusters Score -377569.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -377572.937500 Penalty: 2836.843750
	Iteration 21Q: 3 clusters Score -377572.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -377575.406250 Penalty: 2836.843750
	Iteration 22Q: 3 clusters Score -377575.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -377578.343750 Penalty: 2836.843750
	Iteration 23Q: 3 clusters Score -377578.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -377583.312500 Penalty: 2836.843750
	Iteration 24Q: 3 clusters Score -377583.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -377587.500000 Penalty: 2836.843750
	Iteration 25Q: 3 clusters Score -377587.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -377592.000000 Penalty: 2836.843750
	Iteration 26Q: 3 clusters Score -377592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -377595.906250 Penalty: 2836.843750
	Iteration 27Q: 3 clusters Score -377595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -377597.875000 Penalty: 2836.843750
	Iteration 28Q: 3 clusters Score -377597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -377599.687500 Penalty: 2836.843750
	Iteration 29Q: 3 clusters Score -377599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -377603.843750 Penalty: 2836.843750
	Iteration 30Q: 3 clusters Score -377603.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -377610.750000 Penalty: 2836.843750
	Iteration 31Q: 3 clusters Score -377610.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -377618.375000 Penalty: 2836.843750
	Iteration 32Q: 3 clusters Score -377618.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -377624.031250 Penalty: 2836.843750
	Iteration 33Q: 3 clusters Score -377624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -377626.312500 Penalty: 2836.843750
	Iteration 34Q: 3 clusters Score -377626.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -377630.562500 Penalty: 2836.843750
	Iteration 35Q: 3 clusters Score -377630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -377634.031250 Penalty: 2836.843750
	Iteration 36Q: 3 clusters Score -377634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -377638.531250 Penalty: 2836.843750
	Iteration 37Q: 3 clusters Score -377638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -377640.843750 Penalty: 2836.843750
	Iteration 38Q: 3 clusters Score -377640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -377640.406250 Penalty: 2836.843750
	Iteration 39Q: 3 clusters Score -377640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -377640.406250 Penalty: 2836.843750
	Iteration 40F: 3 clusters Score -377640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Entering Unmasked Estep 
Score: -1516005.875000 Penalty: 1639.477905
	Iteration 0F: 2 clusters Score -1516006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1499815.375000 Penalty: 3278.955811
	Iteration 0F: 3 clusters Score -1499815 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1505659.000000 Penalty: 3278.955811
	Iteration 1F: 3 clusters Score -1505659 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1506118.625000 Penalty: 3278.955811
	Iteration 2F: 3 clusters Score -1506119 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1506685.125000 Penalty: 3278.955811
	Iteration 3F: 3 clusters Score -1506685 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1507324.250000 Penalty: 3278.955811
	Iteration 4F: 3 clusters Score -1507324 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1508128.750000 Penalty: 3278.955811
	Iteration 5F: 3 clusters Score -1508129 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1509125.375000 Penalty: 3278.955811
	Iteration 6F: 3 clusters Score -1509125 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1510194.875000 Penalty: 3278.955811
	Iteration 7F: 3 clusters Score -1510195 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1511241.625000 Penalty: 3278.955811
	Iteration 8F: 3 clusters Score -1511242 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1512243.250000 Penalty: 3278.955811
	Iteration 9Q: 3 clusters Score -1512243 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -1513001.750000 Penalty: 3278.955811
	Iteration 10Q: 3 clusters Score -1513002 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -1513486.750000 Penalty: 3278.955811
	Iteration 11Q: 3 clusters Score -1513487 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -1513708.000000 Penalty: 3278.955811
	Iteration 12Q: 3 clusters Score -1513708 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -1513845.125000 Penalty: 3278.955811
	Iteration 13Q: 3 clusters Score -1513845 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -1513954.625000 Penalty: 3278.955811
	Iteration 14Q: 3 clusters Score -1513955 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -1514040.000000 Penalty: 3278.955811
	Iteration 15Q: 3 clusters Score -1514040 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -1514119.000000 Penalty: 3278.955811
	Iteration 16Q: 3 clusters Score -1514119 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -1514191.500000 Penalty: 3278.955811
	Iteration 17Q: 3 clusters Score -1514192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -1514264.875000 Penalty: 3278.955811
	Iteration 18Q: 3 clusters Score -1514265 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -1514317.250000 Penalty: 3278.955811
	Iteration 19Q: 3 clusters Score -1514317 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -1514351.250000 Penalty: 3278.955811
	Iteration 20F: 3 clusters Score -1514351 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -1514379.625000 Penalty: 3278.955811
	Iteration 21Q: 3 clusters Score -1514380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -1514411.250000 Penalty: 3278.955811
	Iteration 22Q: 3 clusters Score -1514411 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -1514444.625000 Penalty: 3278.955811
	Iteration 23Q: 3 clusters Score -1514445 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -1514470.875000 Penalty: 3278.955811
	Iteration 24Q: 3 clusters Score -1514471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -1514497.375000 Penalty: 3278.955811
	Iteration 25Q: 3 clusters Score -1514497 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -1514518.000000 Penalty: 3278.955811
	Iteration 26Q: 3 clusters Score -1514518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -1514528.625000 Penalty: 3278.955811
	Iteration 27Q: 3 clusters Score -1514529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -1514548.000000 Penalty: 3278.955811
	Iteration 28Q: 3 clusters Score -1514548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -1514552.125000 Penalty: 3278.955811
	Iteration 29Q: 3 clusters Score -1514552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -1514555.375000 Penalty: 3278.955811
	Iteration 30Q: 3 clusters Score -1514555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -1514565.375000 Penalty: 3278.955811
	Iteration 31Q: 3 clusters Score -1514565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -1514565.875000 Penalty: 3278.955811
	Iteration 32Q: 3 clusters Score -1514566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -1514572.500000 Penalty: 3278.955811
	Iteration 33Q: 3 clusters Score -1514572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -1514582.250000 Penalty: 3278.955811
	Iteration 34Q: 3 clusters Score -1514582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -1514584.875000 Penalty: 3278.955811
	Iteration 35Q: 3 clusters Score -1514585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -1514585.875000 Penalty: 3278.955811
	Iteration 36Q: 3 clusters Score -1514586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -1514587.125000 Penalty: 3278.955811
	Iteration 37Q: 3 clusters Score -1514587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -1514589.000000 Penalty: 3278.955811
	Iteration 38Q: 3 clusters Score -1514589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -1514594.125000 Penalty: 3278.955811
	Iteration 39Q: 3 clusters Score -1514594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -1514597.250000 Penalty: 3278.955811
	Iteration 40F: 3 clusters Score -1514597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -1514601.125000 Penalty: 3278.955811
	Iteration 41Q: 3 clusters Score -1514601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -1514606.625000 Penalty: 3278.955811
	Iteration 42Q: 3 clusters Score -1514607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -1514608.625000 Penalty: 3278.955811
	Iteration 43Q: 3 clusters Score -1514609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -1514613.500000 Penalty: 3278.955811
	Iteration 44Q: 3 clusters Score -1514614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -1514612.250000 Penalty: 3278.955811
	Iteration 45Q: 3 clusters Score -1514612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -1514617.000000 Penalty: 3278.955811
	Iteration 46Q: 3 clusters Score -1514617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -1514622.250000 Penalty: 3278.955811
	Iteration 47Q: 3 clusters Score -1514622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -1514629.500000 Penalty: 3278.955811
	Iteration 48Q: 3 clusters Score -1514630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -1514634.625000 Penalty: 3278.955811
	Iteration 49Q: 3 clusters Score -1514635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -1514640.750000 Penalty: 3278.955811
	Iteration 50Q: 3 clusters Score -1514641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -1514643.750000 Penalty: 3278.955811
	Iteration 51Q: 3 clusters Score -1514644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -1514647.875000 Penalty: 3278.955811
	Iteration 52Q: 3 clusters Score -1514648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -1514651.250000 Penalty: 3278.955811
	Iteration 53Q: 3 clusters Score -1514651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -1514654.500000 Penalty: 3278.955811
	Iteration 54Q: 3 clusters Score -1514654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -1514660.875000 Penalty: 3278.955811
	Iteration 55Q: 3 clusters Score -1514661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -1514662.750000 Penalty: 3278.955811
	Iteration 56Q: 3 clusters Score -1514663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -1514666.250000 Penalty: 3278.955811
	Iteration 57Q: 3 clusters Score -1514666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -1514666.375000 Penalty: 3278.955811
	Iteration 58Q: 3 clusters Score -1514666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -1514665.250000 Penalty: 3278.955811
	Iteration 59Q: 3 clusters Score -1514665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -1514665.875000 Penalty: 3278.955811
	Iteration 60F: 3 clusters Score -1514666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -1514665.000000 Penalty: 3278.955811
	Iteration 61Q: 3 clusters Score -1514665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -1514665.000000 Penalty: 3278.955811
	Iteration 62F: 3 clusters Score -1514665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Entering Unmasked Estep 
Score: -1811830.875000 Penalty: 1673.369141
	Iteration 0F: 2 clusters Score -1811831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1791754.375000 Penalty: 3346.738281
	Iteration 0F: 3 clusters Score -1791754 nChanged 13749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1799438.875000 Penalty: 3346.738281
	Iteration 1F: 3 clusters Score -1799439 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1799862.500000 Penalty: 3346.738281
	Iteration 2Q: 3 clusters Score -1799862 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1800325.500000 Penalty: 3346.738281
	Iteration 3Q: 3 clusters Score -1800326 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1800875.750000 Penalty: 3346.738281
	Iteration 4Q: 3 clusters Score -1800876 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1801569.625000 Penalty: 3346.738281
	Iteration 5Q: 3 clusters Score -1801570 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1802643.625000 Penalty: 3346.738281
	Iteration 6F: 3 clusters Score -1802644 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1804303.500000 Penalty: 3346.738281
	Iteration 7F: 3 clusters Score -1804304 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1806330.250000 Penalty: 3346.738281
	Iteration 8F: 3 clusters Score -1806330 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1808166.875000 Penalty: 3346.738281
	Iteration 9F: 3 clusters Score -1808167 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1809373.000000 Penalty: 3346.738281
	Iteration 10Q: 3 clusters Score -1809373 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1809951.500000 Penalty: 3346.738281
	Iteration 11Q: 3 clusters Score -1809952 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1810184.875000 Penalty: 3346.738281
	Iteration 12Q: 3 clusters Score -1810185 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1810300.375000 Penalty: 3346.738281
	Iteration 13Q: 3 clusters Score -1810300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1810342.375000 Penalty: 3346.738281
	Iteration 14Q: 3 clusters Score -1810342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1810371.375000 Penalty: 3346.738281
	Iteration 15Q: 3 clusters Score -1810371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1810382.000000 Penalty: 3346.738281
	Iteration 16Q: 3 clusters Score -1810382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1810390.750000 Penalty: 3346.738281
	Iteration 17Q: 3 clusters Score -1810391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1810400.875000 Penalty: 3346.738281
	Iteration 18Q: 3 clusters Score -1810401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1810405.125000 Penalty: 3346.738281
	Iteration 19Q: 3 clusters Score -1810405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1810408.500000 Penalty: 3346.738281
	Iteration 20F: 3 clusters Score -1810408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1810410.875000 Penalty: 3346.738281
	Iteration 21Q: 3 clusters Score -1810411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1810413.000000 Penalty: 3346.738281
	Iteration 22Q: 3 clusters Score -1810413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1810413.000000 Penalty: 3346.738281
	Iteration 23F: 3 clusters Score -1810413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Entering Unmasked Estep 
Score: -1203189.625000 Penalty: 1602.191528
	Iteration 0F: 2 clusters Score -1203190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1190107.125000 Penalty: 3204.383057
	Iteration 0F: 3 clusters Score -1190107 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1194859.250000 Penalty: 3204.383057
	Iteration 1F: 3 clusters Score -1194859 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1195175.375000 Penalty: 3204.383057
	Iteration 2Q: 3 clusters Score -1195175 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1195472.875000 Penalty: 3204.383057
	Iteration 3Q: 3 clusters Score -1195473 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1195808.375000 Penalty: 3204.383057
	Iteration 4Q: 3 clusters Score -1195808 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1196177.875000 Penalty: 3204.383057
	Iteration 5Q: 3 clusters Score -1196178 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1196634.750000 Penalty: 3204.383057
	Iteration 6Q: 3 clusters Score -1196635 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1197179.375000 Penalty: 3204.383057
	Iteration 7F: 3 clusters Score -1197179 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1197821.375000 Penalty: 3204.383057
	Iteration 8F: 3 clusters Score -1197821 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1198406.250000 Penalty: 3204.383057
	Iteration 9Q: 3 clusters Score -1198406 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1198967.750000 Penalty: 3204.383057
	Iteration 10Q: 3 clusters Score -1198968 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1199465.375000 Penalty: 3204.383057
	Iteration 11Q: 3 clusters Score -1199465 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1199858.750000 Penalty: 3204.383057
	Iteration 12Q: 3 clusters Score -1199859 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1200177.875000 Penalty: 3204.383057
	Iteration 13Q: 3 clusters Score -1200178 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1200442.750000 Penalty: 3204.383057
	Iteration 14Q: 3 clusters Score -1200443 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1200674.375000 Penalty: 3204.383057
	Iteration 15Q: 3 clusters Score -1200674 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1200879.125000 Penalty: 3204.383057
	Iteration 16Q: 3 clusters Score -1200879 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1201050.250000 Penalty: 3204.383057
	Iteration 17Q: 3 clusters Score -1201050 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1201194.875000 Penalty: 3204.383057
	Iteration 18Q: 3 clusters Score -1201195 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1201323.625000 Penalty: 3204.383057
	Iteration 19Q: 3 clusters Score -1201324 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1201436.125000 Penalty: 3204.383057
	Iteration 20F: 3 clusters Score -1201436 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1201504.375000 Penalty: 3204.383057
	Iteration 21Q: 3 clusters Score -1201504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1201561.625000 Penalty: 3204.383057
	Iteration 22Q: 3 clusters Score -1201562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1201605.000000 Penalty: 3204.383057
	Iteration 23Q: 3 clusters Score -1201605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1201647.125000 Penalty: 3204.383057
	Iteration 24Q: 3 clusters Score -1201647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1201671.375000 Penalty: 3204.383057
	Iteration 25Q: 3 clusters Score -1201671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1201689.500000 Penalty: 3204.383057
	Iteration 26Q: 3 clusters Score -1201690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1201711.375000 Penalty: 3204.383057
	Iteration 27Q: 3 clusters Score -1201711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1201726.000000 Penalty: 3204.383057
	Iteration 28Q: 3 clusters Score -1201726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1201741.000000 Penalty: 3204.383057
	Iteration 29Q: 3 clusters Score -1201741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1201755.000000 Penalty: 3204.383057
	Iteration 30Q: 3 clusters Score -1201755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1201763.375000 Penalty: 3204.383057
	Iteration 31Q: 3 clusters Score -1201763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1201767.500000 Penalty: 3204.383057
	Iteration 32Q: 3 clusters Score -1201768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1201768.125000 Penalty: 3204.383057
	Iteration 33Q: 3 clusters Score -1201768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1201767.625000 Penalty: 3204.383057
	Iteration 34Q: 3 clusters Score -1201768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1201771.125000 Penalty: 3204.383057
	Iteration 35Q: 3 clusters Score -1201771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1201776.125000 Penalty: 3204.383057
	Iteration 36Q: 3 clusters Score -1201776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1201778.375000 Penalty: 3204.383057
	Iteration 37Q: 3 clusters Score -1201778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1201781.875000 Penalty: 3204.383057
	Iteration 38Q: 3 clusters Score -1201782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1201791.625000 Penalty: 3204.383057
	Iteration 39Q: 3 clusters Score -1201792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1201793.625000 Penalty: 3204.383057
	Iteration 40F: 3 clusters Score -1201794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1201795.750000 Penalty: 3204.383057
	Iteration 41Q: 3 clusters Score -1201796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1201802.125000 Penalty: 3204.383057
	Iteration 42Q: 3 clusters Score -1201802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1201803.125000 Penalty: 3204.383057
	Iteration 43Q: 3 clusters Score -1201803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1201805.750000 Penalty: 3204.383057
	Iteration 44Q: 3 clusters Score -1201806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1201808.250000 Penalty: 3204.383057
	Iteration 45Q: 3 clusters Score -1201808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1201808.250000 Penalty: 3204.383057
	Iteration 46Q: 3 clusters Score -1201808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1201810.750000 Penalty: 3204.383057
	Iteration 47Q: 3 clusters Score -1201811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1201811.500000 Penalty: 3204.383057
	Iteration 48Q: 3 clusters Score -1201812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1201811.500000 Penalty: 3204.383057
	Iteration 49F: 3 clusters Score -1201812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Entering Unmasked Estep 
Score: -6268042.000000 Penalty: 1873.396240
	Iteration 0F: 2 clusters Score -6268042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -6200082.000000 Penalty: 3746.792480
	Iteration 0F: 3 clusters Score -6200082 nChanged 48533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -6228426.500000 Penalty: 3746.792480
	Iteration 1F: 3 clusters Score -6228426 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -6229025.500000 Penalty: 3746.792480
	Iteration 2Q: 3 clusters Score -6229026 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -6229725.500000 Penalty: 3746.792480
	Iteration 3Q: 3 clusters Score -6229726 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -6230539.000000 Penalty: 3746.792480
	Iteration 4Q: 3 clusters Score -6230539 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -6231622.000000 Penalty: 3746.792480
	Iteration 5Q: 3 clusters Score -6231622 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -6233291.500000 Penalty: 3746.792480
	Iteration 6Q: 3 clusters Score -6233292 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -6236021.500000 Penalty: 3746.792480
	Iteration 7F: 3 clusters Score -6236022 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -6240186.500000 Penalty: 3746.792480
	Iteration 8F: 3 clusters Score -6240186 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -6245530.000000 Penalty: 3746.792480
	Iteration 9F: 3 clusters Score -6245530 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -6250831.500000 Penalty: 3746.792480
	Iteration 10F: 3 clusters Score -6250832 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -6254758.500000 Penalty: 3746.792480
	Iteration 11Q: 3 clusters Score -6254758 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -6257126.500000 Penalty: 3746.792480
	Iteration 12Q: 3 clusters Score -6257126 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -6258576.500000 Penalty: 3746.792480
	Iteration 13Q: 3 clusters Score -6258576 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -6259761.000000 Penalty: 3746.792480
	Iteration 14Q: 3 clusters Score -6259761 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88712 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -6260631.000000 Penalty: 3746.792480
	Iteration 15Q: 3 clusters Score -6260631 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -6261506.500000 Penalty: 3746.792480
	Iteration 16Q: 3 clusters Score -6261506 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -6262150.000000 Penalty: 3746.792480
	Iteration 17Q: 3 clusters Score -6262150 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -6262738.000000 Penalty: 3746.792480
	Iteration 18Q: 3 clusters Score -6262738 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -6263216.500000 Penalty: 3746.792480
	Iteration 19Q: 3 clusters Score -6263216 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -6263647.000000 Penalty: 3746.792480
	Iteration 20F: 3 clusters Score -6263647 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -6264022.500000 Penalty: 3746.792480
	Iteration 21Q: 3 clusters Score -6264022 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -6264332.500000 Penalty: 3746.792480
	Iteration 22Q: 3 clusters Score -6264332 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96339 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6264606.000000 Penalty: 3746.792480
	Iteration 23Q: 3 clusters Score -6264606 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -6264771.500000 Penalty: 3746.792480
	Iteration 24Q: 3 clusters Score -6264772 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -6264960.500000 Penalty: 3746.792480
	Iteration 25Q: 3 clusters Score -6264960 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -6265113.000000 Penalty: 3746.792480
	Iteration 26Q: 3 clusters Score -6265113 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98123 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -6265233.500000 Penalty: 3746.792480
	Iteration 27Q: 3 clusters Score -6265234 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98491 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6265395.000000 Penalty: 3746.792480
	Iteration 28Q: 3 clusters Score -6265395 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6265537.000000 Penalty: 3746.792480
	Iteration 29Q: 3 clusters Score -6265537 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99073 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6265653.000000 Penalty: 3746.792480
	Iteration 30Q: 3 clusters Score -6265653 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99329 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6265750.000000 Penalty: 3746.792480
	Iteration 31Q: 3 clusters Score -6265750 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99547 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6265844.500000 Penalty: 3746.792480
	Iteration 32Q: 3 clusters Score -6265844 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6265915.500000 Penalty: 3746.792480
	Iteration 33Q: 3 clusters Score -6265916 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6265998.000000 Penalty: 3746.792480
	Iteration 34Q: 3 clusters Score -6265998 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6266061.000000 Penalty: 3746.792480
	Iteration 35Q: 3 clusters Score -6266061 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100192 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6266128.000000 Penalty: 3746.792480
	Iteration 36Q: 3 clusters Score -6266128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6266182.500000 Penalty: 3746.792480
	Iteration 37Q: 3 clusters Score -6266182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100360 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6266220.000000 Penalty: 3746.792480
	Iteration 38Q: 3 clusters Score -6266220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6266243.000000 Penalty: 3746.792480
	Iteration 39Q: 3 clusters Score -6266243 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100458 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6266253.500000 Penalty: 3746.792480
	Iteration 40F: 3 clusters Score -6266254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6266276.000000 Penalty: 3746.792480
	Iteration 41Q: 3 clusters Score -6266276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6266291.500000 Penalty: 3746.792480
	Iteration 42Q: 3 clusters Score -6266292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6266297.000000 Penalty: 3746.792480
	Iteration 43Q: 3 clusters Score -6266297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100561 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6266296.500000 Penalty: 3746.792480
	Iteration 44Q: 3 clusters Score -6266296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6266305.000000 Penalty: 3746.792480
	Iteration 45Q: 3 clusters Score -6266305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6266301.500000 Penalty: 3746.792480
	Iteration 46Q: 3 clusters Score -6266302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100587 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6266303.500000 Penalty: 3746.792480
	Iteration 47Q: 3 clusters Score -6266304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100591 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6266304.500000 Penalty: 3746.792480
	Iteration 48Q: 3 clusters Score -6266304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6266304.500000 Penalty: 3746.792480
	Iteration 49Q: 3 clusters Score -6266304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6266303.000000 Penalty: 3746.792480
	Iteration 50Q: 3 clusters Score -6266303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6266302.500000 Penalty: 3746.792480
	Iteration 51Q: 3 clusters Score -6266302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6266302.500000 Penalty: 3746.792480
	Iteration 52F: 3 clusters Score -6266302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Entering Unmasked Estep 
Score: -167798.250000 Penalty: 1304.676880
	Iteration 0F: 2 clusters Score -167798.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -165033.906250 Penalty: 2609.353760
	Iteration 0F: 3 clusters Score -165033.9 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -165941.390625 Penalty: 2609.353760
	Iteration 1F: 3 clusters Score -165941.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -166311.593750 Penalty: 2609.353760
	Iteration 2F: 3 clusters Score -166311.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -166605.906250 Penalty: 2609.353760
	Iteration 3F: 3 clusters Score -166605.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -166854.156250 Penalty: 2609.353760
	Iteration 4F: 3 clusters Score -166854.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -167043.625000 Penalty: 2609.353760
	Iteration 5F: 3 clusters Score -167043.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -167215.546875 Penalty: 2609.353760
	Iteration 6Q: 3 clusters Score -167215.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -167350.140625 Penalty: 2609.353760
	Iteration 7Q: 3 clusters Score -167350.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -167452.531250 Penalty: 2609.353760
	Iteration 8Q: 3 clusters Score -167452.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -167529.328125 Penalty: 2609.353760
	Iteration 9Q: 3 clusters Score -167529.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -167563.609375 Penalty: 2609.353760
	Iteration 10Q: 3 clusters Score -167563.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -167589.937500 Penalty: 2609.353760
	Iteration 11Q: 3 clusters Score -167589.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -167607.046875 Penalty: 2609.353760
	Iteration 12Q: 3 clusters Score -167607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -167613.890625 Penalty: 2609.353760
	Iteration 13Q: 3 clusters Score -167613.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -167618.953125 Penalty: 2609.353760
	Iteration 14Q: 3 clusters Score -167619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -167627.000000 Penalty: 2609.353760
	Iteration 15Q: 3 clusters Score -167627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -167638.062500 Penalty: 2609.353760
	Iteration 16Q: 3 clusters Score -167638.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -167645.312500 Penalty: 2609.353760
	Iteration 17Q: 3 clusters Score -167645.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -167651.625000 Penalty: 2609.353760
	Iteration 18Q: 3 clusters Score -167651.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -167657.453125 Penalty: 2609.353760
	Iteration 19Q: 3 clusters Score -167657.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -167662.390625 Penalty: 2609.353760
	Iteration 20F: 3 clusters Score -167662.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -167669.984375 Penalty: 2609.353760
	Iteration 21Q: 3 clusters Score -167670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -167679.437500 Penalty: 2609.353760
	Iteration 22Q: 3 clusters Score -167679.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -167683.328125 Penalty: 2609.353760
	Iteration 23Q: 3 clusters Score -167683.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -167692.718750 Penalty: 2609.353760
	Iteration 24Q: 3 clusters Score -167692.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -167699.156250 Penalty: 2609.353760
	Iteration 25Q: 3 clusters Score -167699.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -167702.937500 Penalty: 2609.353760
	Iteration 26Q: 3 clusters Score -167702.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -167706.890625 Penalty: 2609.353760
	Iteration 27Q: 3 clusters Score -167706.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -167712.500000 Penalty: 2609.353760
	Iteration 28Q: 3 clusters Score -167712.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -167715.687500 Penalty: 2609.353760
	Iteration 29Q: 3 clusters Score -167715.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -167718.593750 Penalty: 2609.353760
	Iteration 30Q: 3 clusters Score -167718.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -167722.015625 Penalty: 2609.353760
	Iteration 31Q: 3 clusters Score -167722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -167723.828125 Penalty: 2609.353760
	Iteration 32Q: 3 clusters Score -167723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -167727.234375 Penalty: 2609.353760
	Iteration 33Q: 3 clusters Score -167727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -167730.421875 Penalty: 2609.353760
	Iteration 34Q: 3 clusters Score -167730.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -167737.265625 Penalty: 2609.353760
	Iteration 35Q: 3 clusters Score -167737.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -167746.906250 Penalty: 2609.353760
	Iteration 36Q: 3 clusters Score -167746.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -167754.125000 Penalty: 2609.353760
	Iteration 37Q: 3 clusters Score -167754.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -167757.203125 Penalty: 2609.353760
	Iteration 38Q: 3 clusters Score -167757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -167759.312500 Penalty: 2609.353760
	Iteration 39Q: 3 clusters Score -167759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -167760.687500 Penalty: 2609.353760
	Iteration 40F: 3 clusters Score -167760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -60159.957031 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -60159.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -58675.562500 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -58675.56 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -58932.562500 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -58932.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -59002.039062 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -59002.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -59053.800781 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -59053.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -59084.437500 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -59084.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -59102.558594 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -59102.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -59114.007812 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -59114.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -59118.179688 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -59118.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -59123.492188 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -59123.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -59127.386719 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -59127.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -59129.593750 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -59129.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -59131.953125 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -59131.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -59137.539062 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -59137.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -59143.312500 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -59143.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -59146.363281 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -59146.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -59149.558594 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -59149.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -59151.445312 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -59151.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -59152.277344 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -59152.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -59152.277344 Penalty: 2268.826904
	Iteration 18F: 3 clusters Score -59152.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Entering Unmasked Estep 
Score: -499284.406250 Penalty: 1467.630493
	Iteration 0F: 2 clusters Score -499284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -493147.093750 Penalty: 2935.260986
	Iteration 0F: 3 clusters Score -493147.1 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -495011.250000 Penalty: 2935.260986
	Iteration 1F: 3 clusters Score -495011.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -495234.250000 Penalty: 2935.260986
	Iteration 2F: 3 clusters Score -495234.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -495422.343750 Penalty: 2935.260986
	Iteration 3F: 3 clusters Score -495422.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -495587.031250 Penalty: 2935.260986
	Iteration 4Q: 3 clusters Score -495587 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -495754.500000 Penalty: 2935.260986
	Iteration 5Q: 3 clusters Score -495754.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -495945.812500 Penalty: 2935.260986
	Iteration 6Q: 3 clusters Score -495945.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -496173.593750 Penalty: 2935.260986
	Iteration 7Q: 3 clusters Score -496173.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -496460.343750 Penalty: 2935.260986
	Iteration 8Q: 3 clusters Score -496460.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -496771.968750 Penalty: 2935.260986
	Iteration 9F: 3 clusters Score -496772 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -497097.093750 Penalty: 2935.260986
	Iteration 10Q: 3 clusters Score -497097.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -497392.312500 Penalty: 2935.260986
	Iteration 11Q: 3 clusters Score -497392.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -497606.406250 Penalty: 2935.260986
	Iteration 12Q: 3 clusters Score -497606.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -497735.500000 Penalty: 2935.260986
	Iteration 13Q: 3 clusters Score -497735.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -497817.687500 Penalty: 2935.260986
	Iteration 14Q: 3 clusters Score -497817.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -497872.187500 Penalty: 2935.260986
	Iteration 15Q: 3 clusters Score -497872.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -497906.781250 Penalty: 2935.260986
	Iteration 16Q: 3 clusters Score -497906.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -497932.406250 Penalty: 2935.260986
	Iteration 17Q: 3 clusters Score -497932.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -497953.562500 Penalty: 2935.260986
	Iteration 18Q: 3 clusters Score -497953.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -497964.343750 Penalty: 2935.260986
	Iteration 19Q: 3 clusters Score -497964.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -497972.062500 Penalty: 2935.260986
	Iteration 20F: 3 clusters Score -497972.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -497982.687500 Penalty: 2935.260986
	Iteration 21Q: 3 clusters Score -497982.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -497987.281250 Penalty: 2935.260986
	Iteration 22Q: 3 clusters Score -497987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -497996.968750 Penalty: 2935.260986
	Iteration 23Q: 3 clusters Score -497997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -497998.375000 Penalty: 2935.260986
	Iteration 24Q: 3 clusters Score -497998.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -497999.062500 Penalty: 2935.260986
	Iteration 25Q: 3 clusters Score -497999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -497999.062500 Penalty: 2935.260986
	Iteration 26F: 3 clusters Score -497999.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -137228.703125 Penalty: 1246.141113
	Iteration 0F: 2 clusters Score -137228.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -135068.328125 Penalty: 2492.282227
	Iteration 0F: 3 clusters Score -135068.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -135522.156250 Penalty: 2492.282227
	Iteration 1F: 3 clusters Score -135522.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -135606.843750 Penalty: 2492.282227
	Iteration 2F: 3 clusters Score -135606.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -135666.984375 Penalty: 2492.282227
	Iteration 3Q: 3 clusters Score -135667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -135709.890625 Penalty: 2492.282227
	Iteration 4Q: 3 clusters Score -135709.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -135732.328125 Penalty: 2492.282227
	Iteration 5Q: 3 clusters Score -135732.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -135749.500000 Penalty: 2492.282227
	Iteration 6Q: 3 clusters Score -135749.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -135764.250000 Penalty: 2492.282227
	Iteration 7Q: 3 clusters Score -135764.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -135772.625000 Penalty: 2492.282227
	Iteration 8Q: 3 clusters Score -135772.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -135781.234375 Penalty: 2492.282227
	Iteration 9Q: 3 clusters Score -135781.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -135789.328125 Penalty: 2492.282227
	Iteration 10Q: 3 clusters Score -135789.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -135792.968750 Penalty: 2492.282227
	Iteration 11Q: 3 clusters Score -135793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -135794.062500 Penalty: 2492.282227
	Iteration 12Q: 3 clusters Score -135794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -135797.734375 Penalty: 2492.282227
	Iteration 13Q: 3 clusters Score -135797.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -135800.515625 Penalty: 2492.282227
	Iteration 14Q: 3 clusters Score -135800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -135803.375000 Penalty: 2492.282227
	Iteration 15Q: 3 clusters Score -135803.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -135804.718750 Penalty: 2492.282227
	Iteration 16Q: 3 clusters Score -135804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -135805.234375 Penalty: 2492.282227
	Iteration 17Q: 3 clusters Score -135805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -135806.406250 Penalty: 2492.282227
	Iteration 18Q: 3 clusters Score -135806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -135807.656250 Penalty: 2492.282227
	Iteration 19Q: 3 clusters Score -135807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -135809.171875 Penalty: 2492.282227
	Iteration 20F: 3 clusters Score -135809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -135810.703125 Penalty: 2492.282227
	Iteration 21Q: 3 clusters Score -135810.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -135812.750000 Penalty: 2492.282227
	Iteration 22Q: 3 clusters Score -135812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -135817.546875 Penalty: 2492.282227
	Iteration 23Q: 3 clusters Score -135817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -135820.968750 Penalty: 2492.282227
	Iteration 24Q: 3 clusters Score -135821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -135822.828125 Penalty: 2492.282227
	Iteration 25Q: 3 clusters Score -135822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -135825.687500 Penalty: 2492.282227
	Iteration 26Q: 3 clusters Score -135825.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -135826.765625 Penalty: 2492.282227
	Iteration 27Q: 3 clusters Score -135826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -135827.968750 Penalty: 2492.282227
	Iteration 28Q: 3 clusters Score -135828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -135830.281250 Penalty: 2492.282227
	Iteration 29Q: 3 clusters Score -135830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -135833.468750 Penalty: 2492.282227
	Iteration 30Q: 3 clusters Score -135833.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -135838.312500 Penalty: 2492.282227
	Iteration 31Q: 3 clusters Score -135838.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -135842.093750 Penalty: 2492.282227
	Iteration 32Q: 3 clusters Score -135842.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -135849.296875 Penalty: 2492.282227
	Iteration 33Q: 3 clusters Score -135849.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -135859.421875 Penalty: 2492.282227
	Iteration 34Q: 3 clusters Score -135859.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -135870.875000 Penalty: 2492.282227
	Iteration 35Q: 3 clusters Score -135870.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -135883.765625 Penalty: 2492.282227
	Iteration 36Q: 3 clusters Score -135883.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -135896.671875 Penalty: 2492.282227
	Iteration 37Q: 3 clusters Score -135896.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -135911.968750 Penalty: 2492.282227
	Iteration 38Q: 3 clusters Score -135912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -135923.906250 Penalty: 2492.282227
	Iteration 39Q: 3 clusters Score -135923.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -135933.625000 Penalty: 2492.282227
	Iteration 40F: 3 clusters Score -135933.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -135938.343750 Penalty: 2492.282227
	Iteration 41Q: 3 clusters Score -135938.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -135945.953125 Penalty: 2492.282227
	Iteration 42Q: 3 clusters Score -135946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -135951.078125 Penalty: 2492.282227
	Iteration 43Q: 3 clusters Score -135951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -135953.562500 Penalty: 2492.282227
	Iteration 44Q: 3 clusters Score -135953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -135954.640625 Penalty: 2492.282227
	Iteration 45Q: 3 clusters Score -135954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -135956.765625 Penalty: 2492.282227
	Iteration 46Q: 3 clusters Score -135956.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -135959.062500 Penalty: 2492.282227
	Iteration 47Q: 3 clusters Score -135959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -135961.640625 Penalty: 2492.282227
	Iteration 48Q: 3 clusters Score -135961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -135964.046875 Penalty: 2492.282227
	Iteration 49Q: 3 clusters Score -135964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -135964.953125 Penalty: 2492.282227
	Iteration 50Q: 3 clusters Score -135965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -135966.218750 Penalty: 2492.282227
	Iteration 51Q: 3 clusters Score -135966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -135966.562500 Penalty: 2492.282227
	Iteration 52Q: 3 clusters Score -135966.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -135966.562500 Penalty: 2492.282227
	Iteration 53F: 3 clusters Score -135966.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Entering Unmasked Estep 
Score: -314324.437500 Penalty: 1379.328613
	Iteration 0F: 2 clusters Score -314324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -310390.687500 Penalty: 2758.657227
	Iteration 0F: 3 clusters Score -310390.7 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -311400.000000 Penalty: 2758.657227
	Iteration 1F: 3 clusters Score -311400 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -311549.312500 Penalty: 2758.657227
	Iteration 2F: 3 clusters Score -311549.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -311633.312500 Penalty: 2758.657227
	Iteration 3Q: 3 clusters Score -311633.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -311688.375000 Penalty: 2758.657227
	Iteration 4Q: 3 clusters Score -311688.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -311733.093750 Penalty: 2758.657227
	Iteration 5Q: 3 clusters Score -311733.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -311770.562500 Penalty: 2758.657227
	Iteration 6Q: 3 clusters Score -311770.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -311806.625000 Penalty: 2758.657227
	Iteration 7Q: 3 clusters Score -311806.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -311837.250000 Penalty: 2758.657227
	Iteration 8Q: 3 clusters Score -311837.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -311859.906250 Penalty: 2758.657227
	Iteration 9Q: 3 clusters Score -311859.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -311880.218750 Penalty: 2758.657227
	Iteration 10Q: 3 clusters Score -311880.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -311895.468750 Penalty: 2758.657227
	Iteration 11Q: 3 clusters Score -311895.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -311905.750000 Penalty: 2758.657227
	Iteration 12Q: 3 clusters Score -311905.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -311917.906250 Penalty: 2758.657227
	Iteration 13Q: 3 clusters Score -311917.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -311932.218750 Penalty: 2758.657227
	Iteration 14Q: 3 clusters Score -311932.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -311947.906250 Penalty: 2758.657227
	Iteration 15Q: 3 clusters Score -311947.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -311966.687500 Penalty: 2758.657227
	Iteration 16Q: 3 clusters Score -311966.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -311983.000000 Penalty: 2758.657227
	Iteration 17Q: 3 clusters Score -311983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -311995.312500 Penalty: 2758.657227
	Iteration 18Q: 3 clusters Score -311995.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -312003.406250 Penalty: 2758.657227
	Iteration 19Q: 3 clusters Score -312003.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -312009.281250 Penalty: 2758.657227
	Iteration 20F: 3 clusters Score -312009.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -312015.343750 Penalty: 2758.657227
	Iteration 21Q: 3 clusters Score -312015.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -312024.125000 Penalty: 2758.657227
	Iteration 22Q: 3 clusters Score -312024.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -312034.781250 Penalty: 2758.657227
	Iteration 23Q: 3 clusters Score -312034.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -312047.781250 Penalty: 2758.657227
	Iteration 24Q: 3 clusters Score -312047.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -312066.718750 Penalty: 2758.657227
	Iteration 25Q: 3 clusters Score -312066.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -312090.593750 Penalty: 2758.657227
	Iteration 26Q: 3 clusters Score -312090.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -312125.937500 Penalty: 2758.657227
	Iteration 27Q: 3 clusters Score -312125.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -312178.875000 Penalty: 2758.657227
	Iteration 28Q: 3 clusters Score -312178.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -312236.812500 Penalty: 2758.657227
	Iteration 29Q: 3 clusters Score -312236.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -312291.500000 Penalty: 2758.657227
	Iteration 30Q: 3 clusters Score -312291.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -312342.031250 Penalty: 2758.657227
	Iteration 31Q: 3 clusters Score -312342 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -312404.156250 Penalty: 2758.657227
	Iteration 32Q: 3 clusters Score -312404.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -312484.500000 Penalty: 2758.657227
	Iteration 33Q: 3 clusters Score -312484.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -312571.718750 Penalty: 2758.657227
	Iteration 34Q: 3 clusters Score -312571.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -312660.531250 Penalty: 2758.657227
	Iteration 35Q: 3 clusters Score -312660.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -312737.906250 Penalty: 2758.657227
	Iteration 36Q: 3 clusters Score -312737.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -312824.468750 Penalty: 2758.657227
	Iteration 37Q: 3 clusters Score -312824.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -312869.937500 Penalty: 2758.657227
	Iteration 38Q: 3 clusters Score -312869.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -312919.000000 Penalty: 2758.657227
	Iteration 39Q: 3 clusters Score -312919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -312979.062500 Penalty: 2758.657227
	Iteration 40F: 3 clusters Score -312979.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -313015.750000 Penalty: 2758.657227
	Iteration 41Q: 3 clusters Score -313015.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -313039.500000 Penalty: 2758.657227
	Iteration 42Q: 3 clusters Score -313039.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -313055.062500 Penalty: 2758.657227
	Iteration 43Q: 3 clusters Score -313055.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -313062.656250 Penalty: 2758.657227
	Iteration 44Q: 3 clusters Score -313062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -313068.343750 Penalty: 2758.657227
	Iteration 45Q: 3 clusters Score -313068.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -313074.781250 Penalty: 2758.657227
	Iteration 46Q: 3 clusters Score -313074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -313078.093750 Penalty: 2758.657227
	Iteration 47Q: 3 clusters Score -313078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -313084.687500 Penalty: 2758.657227
	Iteration 48Q: 3 clusters Score -313084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -313086.093750 Penalty: 2758.657227
	Iteration 49Q: 3 clusters Score -313086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -313088.812500 Penalty: 2758.657227
	Iteration 50Q: 3 clusters Score -313088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -313091.437500 Penalty: 2758.657227
	Iteration 51Q: 3 clusters Score -313091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -313095.875000 Penalty: 2758.657227
	Iteration 52Q: 3 clusters Score -313095.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -313102.687500 Penalty: 2758.657227
	Iteration 53Q: 3 clusters Score -313102.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -313111.750000 Penalty: 2758.657227
	Iteration 54Q: 3 clusters Score -313111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -313115.812500 Penalty: 2758.657227
	Iteration 55Q: 3 clusters Score -313115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -313117.406250 Penalty: 2758.657227
	Iteration 56Q: 3 clusters Score -313117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -313117.625000 Penalty: 2758.657227
	Iteration 57Q: 3 clusters Score -313117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -313117.625000 Penalty: 2758.657227
	Iteration 58F: 3 clusters Score -313117.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Entering Unmasked Estep 
Score: -799336.625000 Penalty: 1536.018799
	Iteration 0F: 2 clusters Score -799336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -790420.000000 Penalty: 3072.037598
	Iteration 0F: 3 clusters Score -790420 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -793589.312500 Penalty: 3072.037598
	Iteration 1F: 3 clusters Score -793589.3 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -793968.750000 Penalty: 3072.037598
	Iteration 2F: 3 clusters Score -793968.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -794391.125000 Penalty: 3072.037598
	Iteration 3F: 3 clusters Score -794391.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -794886.000000 Penalty: 3072.037598
	Iteration 4F: 3 clusters Score -794886 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -795480.875000 Penalty: 3072.037598
	Iteration 5F: 3 clusters Score -795480.9 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -796107.375000 Penalty: 3072.037598
	Iteration 6F: 3 clusters Score -796107.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -796711.187500 Penalty: 3072.037598
	Iteration 7F: 3 clusters Score -796711.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -797146.750000 Penalty: 3072.037598
	Iteration 8Q: 3 clusters Score -797146.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -797465.687500 Penalty: 3072.037598
	Iteration 9Q: 3 clusters Score -797465.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -797695.875000 Penalty: 3072.037598
	Iteration 10Q: 3 clusters Score -797695.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -797814.437500 Penalty: 3072.037598
	Iteration 11Q: 3 clusters Score -797814.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -797882.250000 Penalty: 3072.037598
	Iteration 12Q: 3 clusters Score -797882.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -797924.125000 Penalty: 3072.037598
	Iteration 13Q: 3 clusters Score -797924.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -797954.125000 Penalty: 3072.037598
	Iteration 14Q: 3 clusters Score -797954.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -797972.500000 Penalty: 3072.037598
	Iteration 15Q: 3 clusters Score -797972.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -797988.437500 Penalty: 3072.037598
	Iteration 16Q: 3 clusters Score -797988.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -797991.937500 Penalty: 3072.037598
	Iteration 17Q: 3 clusters Score -797991.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -797999.625000 Penalty: 3072.037598
	Iteration 18Q: 3 clusters Score -797999.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -798004.562500 Penalty: 3072.037598
	Iteration 19Q: 3 clusters Score -798004.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -798013.500000 Penalty: 3072.037598
	Iteration 20F: 3 clusters Score -798013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -798015.687500 Penalty: 3072.037598
	Iteration 21Q: 3 clusters Score -798015.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -798023.375000 Penalty: 3072.037598
	Iteration 22Q: 3 clusters Score -798023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -798029.000000 Penalty: 3072.037598
	Iteration 23Q: 3 clusters Score -798029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -798034.062500 Penalty: 3072.037598
	Iteration 24Q: 3 clusters Score -798034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -798034.937500 Penalty: 3072.037598
	Iteration 25Q: 3 clusters Score -798034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -798038.312500 Penalty: 3072.037598
	Iteration 26Q: 3 clusters Score -798038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -798040.437500 Penalty: 3072.037598
	Iteration 27Q: 3 clusters Score -798040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -798043.437500 Penalty: 3072.037598
	Iteration 28Q: 3 clusters Score -798043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -798044.812500 Penalty: 3072.037598
	Iteration 29Q: 3 clusters Score -798044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -798044.875000 Penalty: 3072.037598
	Iteration 30Q: 3 clusters Score -798044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -798044.875000 Penalty: 3072.037598
	Iteration 31F: 3 clusters Score -798044.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Entering Unmasked Estep 
Score: -411456.500000 Penalty: 1436.406006
	Iteration 0F: 2 clusters Score -411456.5 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 3472 members 
Entering Unmasked Estep 
Score: -406286.062500 Penalty: 2872.812012
	Iteration 0F: 3 clusters Score -406286.1 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -407953.000000 Penalty: 2872.812012
	Iteration 1F: 3 clusters Score -407953 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -408270.875000 Penalty: 2872.812012
	Iteration 2F: 3 clusters Score -408270.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -408558.437500 Penalty: 2872.812012
	Iteration 3F: 3 clusters Score -408558.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -408813.781250 Penalty: 2872.812012
	Iteration 4F: 3 clusters Score -408813.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -409059.781250 Penalty: 2872.812012
	Iteration 5F: 3 clusters Score -409059.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -409324.125000 Penalty: 2872.812012
	Iteration 6F: 3 clusters Score -409324.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -409597.656250 Penalty: 2872.812012
	Iteration 7Q: 3 clusters Score -409597.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -409822.843750 Penalty: 2872.812012
	Iteration 8Q: 3 clusters Score -409822.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -409983.531250 Penalty: 2872.812012
	Iteration 9Q: 3 clusters Score -409983.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -410114.781250 Penalty: 2872.812012
	Iteration 10Q: 3 clusters Score -410114.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -410218.531250 Penalty: 2872.812012
	Iteration 11Q: 3 clusters Score -410218.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -410301.343750 Penalty: 2872.812012
	Iteration 12Q: 3 clusters Score -410301.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -410363.343750 Penalty: 2872.812012
	Iteration 13Q: 3 clusters Score -410363.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -410403.812500 Penalty: 2872.812012
	Iteration 14Q: 3 clusters Score -410403.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -410428.062500 Penalty: 2872.812012
	Iteration 15Q: 3 clusters Score -410428.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -410443.562500 Penalty: 2872.812012
	Iteration 16Q: 3 clusters Score -410443.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -410456.406250 Penalty: 2872.812012
	Iteration 17Q: 3 clusters Score -410456.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -410465.062500 Penalty: 2872.812012
	Iteration 18Q: 3 clusters Score -410465.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -410474.500000 Penalty: 2872.812012
	Iteration 19Q: 3 clusters Score -410474.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -410487.468750 Penalty: 2872.812012
	Iteration 20F: 3 clusters Score -410487.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -410501.875000 Penalty: 2872.812012
	Iteration 21Q: 3 clusters Score -410501.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -410516.250000 Penalty: 2872.812012
	Iteration 22Q: 3 clusters Score -410516.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -410528.437500 Penalty: 2872.812012
	Iteration 23Q: 3 clusters Score -410528.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -410537.812500 Penalty: 2872.812012
	Iteration 24Q: 3 clusters Score -410537.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -410542.531250 Penalty: 2872.812012
	Iteration 25Q: 3 clusters Score -410542.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -410549.437500 Penalty: 2872.812012
	Iteration 26Q: 3 clusters Score -410549.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -410553.093750 Penalty: 2872.812012
	Iteration 27Q: 3 clusters Score -410553.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -410555.406250 Penalty: 2872.812012
	Iteration 28Q: 3 clusters Score -410555.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -410558.906250 Penalty: 2872.812012
	Iteration 29Q: 3 clusters Score -410558.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -410563.093750 Penalty: 2872.812012
	Iteration 30Q: 3 clusters Score -410563.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -410564.437500 Penalty: 2872.812012
	Iteration 31Q: 3 clusters Score -410564.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -410566.250000 Penalty: 2872.812012
	Iteration 32Q: 3 clusters Score -410566.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -410568.156250 Penalty: 2872.812012
	Iteration 33Q: 3 clusters Score -410568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -410568.312500 Penalty: 2872.812012
	Iteration 34Q: 3 clusters Score -410568.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -410569.281250 Penalty: 2872.812012
	Iteration 35Q: 3 clusters Score -410569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -410569.500000 Penalty: 2872.812012
	Iteration 36Q: 3 clusters Score -410569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -410570.218750 Penalty: 2872.812012
	Iteration 37Q: 3 clusters Score -410570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -410570.156250 Penalty: 2872.812012
	Iteration 38Q: 3 clusters Score -410570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -410570.781250 Penalty: 2872.812012
	Iteration 39Q: 3 clusters Score -410570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -410570.781250 Penalty: 2872.812012
	Iteration 40F: 3 clusters Score -410570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -364207.750000 Penalty: 1415.502441
	Iteration 0F: 2 clusters Score -364207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -359541.906250 Penalty: 2831.004883
	Iteration 0F: 3 clusters Score -359541.9 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -360949.968750 Penalty: 2831.004883
	Iteration 1F: 3 clusters Score -360950 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -361213.593750 Penalty: 2831.004883
	Iteration 2F: 3 clusters Score -361213.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -361461.312500 Penalty: 2831.004883
	Iteration 3F: 3 clusters Score -361461.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -361720.343750 Penalty: 2831.004883
	Iteration 4F: 3 clusters Score -361720.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -361989.593750 Penalty: 2831.004883
	Iteration 5F: 3 clusters Score -361989.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -362268.187500 Penalty: 2831.004883
	Iteration 6F: 3 clusters Score -362268.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -362544.593750 Penalty: 2831.004883
	Iteration 7F: 3 clusters Score -362544.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -362810.531250 Penalty: 2831.004883
	Iteration 8F: 3 clusters Score -362810.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -363030.656250 Penalty: 2831.004883
	Iteration 9Q: 3 clusters Score -363030.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -363139.218750 Penalty: 2831.004883
	Iteration 10Q: 3 clusters Score -363139.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -363177.906250 Penalty: 2831.004883
	Iteration 11Q: 3 clusters Score -363177.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -363196.000000 Penalty: 2831.004883
	Iteration 12Q: 3 clusters Score -363196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -363209.218750 Penalty: 2831.004883
	Iteration 13Q: 3 clusters Score -363209.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -363216.906250 Penalty: 2831.004883
	Iteration 14Q: 3 clusters Score -363216.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -363221.875000 Penalty: 2831.004883
	Iteration 15Q: 3 clusters Score -363221.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -363222.156250 Penalty: 2831.004883
	Iteration 16Q: 3 clusters Score -363222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -363223.125000 Penalty: 2831.004883
	Iteration 17Q: 3 clusters Score -363223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -363225.593750 Penalty: 2831.004883
	Iteration 18Q: 3 clusters Score -363225.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -363226.531250 Penalty: 2831.004883
	Iteration 19Q: 3 clusters Score -363226.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -363228.187500 Penalty: 2831.004883
	Iteration 20F: 3 clusters Score -363228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -363228.781250 Penalty: 2831.004883
	Iteration 21Q: 3 clusters Score -363228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -363229.406250 Penalty: 2831.004883
	Iteration 22Q: 3 clusters Score -363229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -363229.593750 Penalty: 2831.004883
	Iteration 23Q: 3 clusters Score -363229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -363229.718750 Penalty: 2831.004883
	Iteration 24Q: 3 clusters Score -363229.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -363229.718750 Penalty: 2831.004883
	Iteration 25F: 3 clusters Score -363229.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -134436.093750 Penalty: 1262.524048
	Iteration 0F: 2 clusters Score -134436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -132096.421875 Penalty: 2525.048096
	Iteration 0F: 3 clusters Score -132096.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -132661.265625 Penalty: 2525.048096
	Iteration 1F: 3 clusters Score -132661.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -132801.531250 Penalty: 2525.048096
	Iteration 2F: 3 clusters Score -132801.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -132885.093750 Penalty: 2525.048096
	Iteration 3F: 3 clusters Score -132885.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -132952.078125 Penalty: 2525.048096
	Iteration 4Q: 3 clusters Score -132952.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -133009.437500 Penalty: 2525.048096
	Iteration 5Q: 3 clusters Score -133009.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -133069.875000 Penalty: 2525.048096
	Iteration 6Q: 3 clusters Score -133069.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -133138.421875 Penalty: 2525.048096
	Iteration 7Q: 3 clusters Score -133138.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -133198.578125 Penalty: 2525.048096
	Iteration 8Q: 3 clusters Score -133198.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -133241.671875 Penalty: 2525.048096
	Iteration 9Q: 3 clusters Score -133241.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -133273.890625 Penalty: 2525.048096
	Iteration 10Q: 3 clusters Score -133273.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -133294.750000 Penalty: 2525.048096
	Iteration 11Q: 3 clusters Score -133294.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -133311.296875 Penalty: 2525.048096
	Iteration 12Q: 3 clusters Score -133311.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -133325.156250 Penalty: 2525.048096
	Iteration 13Q: 3 clusters Score -133325.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -133339.437500 Penalty: 2525.048096
	Iteration 14Q: 3 clusters Score -133339.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -133355.703125 Penalty: 2525.048096
	Iteration 15Q: 3 clusters Score -133355.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -133369.562500 Penalty: 2525.048096
	Iteration 16Q: 3 clusters Score -133369.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -133384.531250 Penalty: 2525.048096
	Iteration 17Q: 3 clusters Score -133384.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -133399.218750 Penalty: 2525.048096
	Iteration 18Q: 3 clusters Score -133399.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -133426.171875 Penalty: 2525.048096
	Iteration 19Q: 3 clusters Score -133426.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -133447.015625 Penalty: 2525.048096
	Iteration 20F: 3 clusters Score -133447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -133468.093750 Penalty: 2525.048096
	Iteration 21Q: 3 clusters Score -133468.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -133483.640625 Penalty: 2525.048096
	Iteration 22Q: 3 clusters Score -133483.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -133494.593750 Penalty: 2525.048096
	Iteration 23Q: 3 clusters Score -133494.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -133504.546875 Penalty: 2525.048096
	Iteration 24Q: 3 clusters Score -133504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -133513.375000 Penalty: 2525.048096
	Iteration 25Q: 3 clusters Score -133513.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -133520.593750 Penalty: 2525.048096
	Iteration 26Q: 3 clusters Score -133520.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -133530.218750 Penalty: 2525.048096
	Iteration 27Q: 3 clusters Score -133530.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -133536.328125 Penalty: 2525.048096
	Iteration 28Q: 3 clusters Score -133536.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -133543.406250 Penalty: 2525.048096
	Iteration 29Q: 3 clusters Score -133543.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -133547.296875 Penalty: 2525.048096
	Iteration 30Q: 3 clusters Score -133547.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -133551.203125 Penalty: 2525.048096
	Iteration 31Q: 3 clusters Score -133551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -133557.515625 Penalty: 2525.048096
	Iteration 32Q: 3 clusters Score -133557.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -133568.828125 Penalty: 2525.048096
	Iteration 33Q: 3 clusters Score -133568.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -133580.093750 Penalty: 2525.048096
	Iteration 34Q: 3 clusters Score -133580.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -133590.484375 Penalty: 2525.048096
	Iteration 35Q: 3 clusters Score -133590.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -133599.484375 Penalty: 2525.048096
	Iteration 36Q: 3 clusters Score -133599.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -133604.390625 Penalty: 2525.048096
	Iteration 37Q: 3 clusters Score -133604.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -133607.125000 Penalty: 2525.048096
	Iteration 38Q: 3 clusters Score -133607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -133608.078125 Penalty: 2525.048096
	Iteration 39Q: 3 clusters Score -133608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -133608.312500 Penalty: 2525.048096
	Iteration 40F: 3 clusters Score -133608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -133609.078125 Penalty: 2525.048096
	Iteration 41Q: 3 clusters Score -133609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -133609.421875 Penalty: 2525.048096
	Iteration 42Q: 3 clusters Score -133609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -133609.484375 Penalty: 2525.048096
	Iteration 43Q: 3 clusters Score -133609.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -133609.484375 Penalty: 2525.048096
	Iteration 44F: 3 clusters Score -133609.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -273456.625000 Penalty: 1392.096069
	Iteration 0F: 2 clusters Score -273456.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -269324.750000 Penalty: 2784.192139
	Iteration 0F: 3 clusters Score -269324.8 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -270538.281250 Penalty: 2784.192139
	Iteration 1F: 3 clusters Score -270538.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -270762.625000 Penalty: 2784.192139
	Iteration 2F: 3 clusters Score -270762.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -270975.406250 Penalty: 2784.192139
	Iteration 3F: 3 clusters Score -270975.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -271194.125000 Penalty: 2784.192139
	Iteration 4F: 3 clusters Score -271194.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -271414.156250 Penalty: 2784.192139
	Iteration 5F: 3 clusters Score -271414.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -271604.031250 Penalty: 2784.192139
	Iteration 6F: 3 clusters Score -271604 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -271781.937500 Penalty: 2784.192139
	Iteration 7Q: 3 clusters Score -271781.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -271983.031250 Penalty: 2784.192139
	Iteration 8Q: 3 clusters Score -271983 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -272155.437500 Penalty: 2784.192139
	Iteration 9Q: 3 clusters Score -272155.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -272303.062500 Penalty: 2784.192139
	Iteration 10Q: 3 clusters Score -272303.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -272416.125000 Penalty: 2784.192139
	Iteration 11Q: 3 clusters Score -272416.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -272503.187500 Penalty: 2784.192139
	Iteration 12Q: 3 clusters Score -272503.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -272570.593750 Penalty: 2784.192139
	Iteration 13Q: 3 clusters Score -272570.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -272611.968750 Penalty: 2784.192139
	Iteration 14Q: 3 clusters Score -272612 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -272643.062500 Penalty: 2784.192139
	Iteration 15Q: 3 clusters Score -272643.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -272664.031250 Penalty: 2784.192139
	Iteration 16Q: 3 clusters Score -272664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -272680.812500 Penalty: 2784.192139
	Iteration 17Q: 3 clusters Score -272680.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -272694.250000 Penalty: 2784.192139
	Iteration 18Q: 3 clusters Score -272694.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -272706.406250 Penalty: 2784.192139
	Iteration 19Q: 3 clusters Score -272706.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -272716.281250 Penalty: 2784.192139
	Iteration 20F: 3 clusters Score -272716.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -272723.656250 Penalty: 2784.192139
	Iteration 21Q: 3 clusters Score -272723.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -272730.156250 Penalty: 2784.192139
	Iteration 22Q: 3 clusters Score -272730.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -272733.218750 Penalty: 2784.192139
	Iteration 23Q: 3 clusters Score -272733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -272733.750000 Penalty: 2784.192139
	Iteration 24Q: 3 clusters Score -272733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -272734.593750 Penalty: 2784.192139
	Iteration 25Q: 3 clusters Score -272734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -272736.187500 Penalty: 2784.192139
	Iteration 26Q: 3 clusters Score -272736.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -272741.250000 Penalty: 2784.192139
	Iteration 27Q: 3 clusters Score -272741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -272746.218750 Penalty: 2784.192139
	Iteration 28Q: 3 clusters Score -272746.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -272752.343750 Penalty: 2784.192139
	Iteration 29Q: 3 clusters Score -272752.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -272757.437500 Penalty: 2784.192139
	Iteration 30Q: 3 clusters Score -272757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -272759.593750 Penalty: 2784.192139
	Iteration 31Q: 3 clusters Score -272759.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -272763.281250 Penalty: 2784.192139
	Iteration 32Q: 3 clusters Score -272763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -272765.656250 Penalty: 2784.192139
	Iteration 33Q: 3 clusters Score -272765.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -272768.500000 Penalty: 2784.192139
	Iteration 34Q: 3 clusters Score -272768.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -272771.625000 Penalty: 2784.192139
	Iteration 35Q: 3 clusters Score -272771.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -272776.843750 Penalty: 2784.192139
	Iteration 36Q: 3 clusters Score -272776.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -272783.531250 Penalty: 2784.192139
	Iteration 37Q: 3 clusters Score -272783.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -272790.218750 Penalty: 2784.192139
	Iteration 38Q: 3 clusters Score -272790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -272794.781250 Penalty: 2784.192139
	Iteration 39Q: 3 clusters Score -272794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -272798.656250 Penalty: 2784.192139
	Iteration 40F: 3 clusters Score -272798.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -272799.437500 Penalty: 2784.192139
	Iteration 41Q: 3 clusters Score -272799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -272803.093750 Penalty: 2784.192139
	Iteration 42Q: 3 clusters Score -272803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -272805.937500 Penalty: 2784.192139
	Iteration 43Q: 3 clusters Score -272805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -272811.031250 Penalty: 2784.192139
	Iteration 44Q: 3 clusters Score -272811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -272814.125000 Penalty: 2784.192139
	Iteration 45Q: 3 clusters Score -272814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -272817.062500 Penalty: 2784.192139
	Iteration 46Q: 3 clusters Score -272817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -272822.531250 Penalty: 2784.192139
	Iteration 47Q: 3 clusters Score -272822.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -272832.812500 Penalty: 2784.192139
	Iteration 48Q: 3 clusters Score -272832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -272837.843750 Penalty: 2784.192139
	Iteration 49Q: 3 clusters Score -272837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -272842.468750 Penalty: 2784.192139
	Iteration 50Q: 3 clusters Score -272842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -272847.031250 Penalty: 2784.192139
	Iteration 51Q: 3 clusters Score -272847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -272848.812500 Penalty: 2784.192139
	Iteration 52Q: 3 clusters Score -272848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -272849.812500 Penalty: 2784.192139
	Iteration 53Q: 3 clusters Score -272849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -272851.125000 Penalty: 2784.192139
	Iteration 54Q: 3 clusters Score -272851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -272852.093750 Penalty: 2784.192139
	Iteration 55Q: 3 clusters Score -272852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -272852.281250 Penalty: 2784.192139
	Iteration 56Q: 3 clusters Score -272852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -272852.281250 Penalty: 2784.192139
	Iteration 57F: 3 clusters Score -272852.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Entering Unmasked Estep 
Score: -502609.093750 Penalty: 1467.727661
	Iteration 0F: 2 clusters Score -502609.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -496500.406250 Penalty: 2935.455322
	Iteration 0F: 3 clusters Score -496500.4 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -498413.000000 Penalty: 2935.455322
	Iteration 1F: 3 clusters Score -498413 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -498617.687500 Penalty: 2935.455322
	Iteration 2F: 3 clusters Score -498617.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -498758.593750 Penalty: 2935.455322
	Iteration 3Q: 3 clusters Score -498758.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -498868.343750 Penalty: 2935.455322
	Iteration 4Q: 3 clusters Score -498868.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -498968.781250 Penalty: 2935.455322
	Iteration 5Q: 3 clusters Score -498968.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -499081.250000 Penalty: 2935.455322
	Iteration 6Q: 3 clusters Score -499081.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -499201.500000 Penalty: 2935.455322
	Iteration 7Q: 3 clusters Score -499201.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -499319.125000 Penalty: 2935.455322
	Iteration 8Q: 3 clusters Score -499319.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -499491.343750 Penalty: 2935.455322
	Iteration 9Q: 3 clusters Score -499491.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -499699.062500 Penalty: 2935.455322
	Iteration 10Q: 3 clusters Score -499699.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -499934.031250 Penalty: 2935.455322
	Iteration 11Q: 3 clusters Score -499934 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -500222.750000 Penalty: 2935.455322
	Iteration 12Q: 3 clusters Score -500222.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -500493.937500 Penalty: 2935.455322
	Iteration 13Q: 3 clusters Score -500493.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -500715.687500 Penalty: 2935.455322
	Iteration 14Q: 3 clusters Score -500715.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -500879.031250 Penalty: 2935.455322
	Iteration 15Q: 3 clusters Score -500879 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -501007.687500 Penalty: 2935.455322
	Iteration 16Q: 3 clusters Score -501007.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -501098.906250 Penalty: 2935.455322
	Iteration 17Q: 3 clusters Score -501098.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -501180.000000 Penalty: 2935.455322
	Iteration 18Q: 3 clusters Score -501180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -501224.968750 Penalty: 2935.455322
	Iteration 19Q: 3 clusters Score -501225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -501254.500000 Penalty: 2935.455322
	Iteration 20F: 3 clusters Score -501254.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -501272.250000 Penalty: 2935.455322
	Iteration 21Q: 3 clusters Score -501272.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -501288.781250 Penalty: 2935.455322
	Iteration 22Q: 3 clusters Score -501288.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -501309.781250 Penalty: 2935.455322
	Iteration 23Q: 3 clusters Score -501309.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -501316.875000 Penalty: 2935.455322
	Iteration 24Q: 3 clusters Score -501316.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -501323.062500 Penalty: 2935.455322
	Iteration 25Q: 3 clusters Score -501323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -501325.593750 Penalty: 2935.455322
	Iteration 26Q: 3 clusters Score -501325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -501330.750000 Penalty: 2935.455322
	Iteration 27Q: 3 clusters Score -501330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -501334.250000 Penalty: 2935.455322
	Iteration 28Q: 3 clusters Score -501334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -501336.062500 Penalty: 2935.455322
	Iteration 29Q: 3 clusters Score -501336.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -501337.750000 Penalty: 2935.455322
	Iteration 30Q: 3 clusters Score -501337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -501341.125000 Penalty: 2935.455322
	Iteration 31Q: 3 clusters Score -501341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -501344.531250 Penalty: 2935.455322
	Iteration 32Q: 3 clusters Score -501344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -501346.718750 Penalty: 2935.455322
	Iteration 33Q: 3 clusters Score -501346.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -501347.437500 Penalty: 2935.455322
	Iteration 34Q: 3 clusters Score -501347.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -501347.437500 Penalty: 2935.455322
	Iteration 35F: 3 clusters Score -501347.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Entering Unmasked Estep 
Score: -772097.937500 Penalty: 1539.014160
	Iteration 0F: 2 clusters Score -772097.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -762993.062500 Penalty: 3078.028320
	Iteration 0F: 3 clusters Score -762993.1 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -766298.000000 Penalty: 3078.028320
	Iteration 1F: 3 clusters Score -766298 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -766932.375000 Penalty: 3078.028320
	Iteration 2F: 3 clusters Score -766932.4 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -767762.062500 Penalty: 3078.028320
	Iteration 3F: 3 clusters Score -767762.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -768773.937500 Penalty: 3078.028320
	Iteration 4F: 3 clusters Score -768773.9 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -769771.687500 Penalty: 3078.028320
	Iteration 5F: 3 clusters Score -769771.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -770748.375000 Penalty: 3078.028320
	Iteration 6F: 3 clusters Score -770748.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -771390.437500 Penalty: 3078.028320
	Iteration 7F: 3 clusters Score -771390.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -771745.500000 Penalty: 3078.028320
	Iteration 8Q: 3 clusters Score -771745.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -771886.437500 Penalty: 3078.028320
	Iteration 9Q: 3 clusters Score -771886.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -771928.812500 Penalty: 3078.028320
	Iteration 10Q: 3 clusters Score -771928.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -771945.312500 Penalty: 3078.028320
	Iteration 11Q: 3 clusters Score -771945.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -771954.312500 Penalty: 3078.028320
	Iteration 12Q: 3 clusters Score -771954.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -771958.687500 Penalty: 3078.028320
	Iteration 13Q: 3 clusters Score -771958.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -771957.937500 Penalty: 3078.028320
	Iteration 14Q: 3 clusters Score -771957.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -771963.250000 Penalty: 3078.028320
	Iteration 15Q: 3 clusters Score -771963.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -771962.562500 Penalty: 3078.028320
	Iteration 16Q: 3 clusters Score -771962.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -771963.562500 Penalty: 3078.028320
	Iteration 17Q: 3 clusters Score -771963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -771963.062500 Penalty: 3078.028320
	Iteration 18Q: 3 clusters Score -771963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -771962.125000 Penalty: 3078.028320
	Iteration 19Q: 3 clusters Score -771962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -771964.312500 Penalty: 3078.028320
	Iteration 20F: 3 clusters Score -771964.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -771966.125000 Penalty: 3078.028320
	Iteration 21Q: 3 clusters Score -771966.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -771965.500000 Penalty: 3078.028320
	Iteration 22Q: 3 clusters Score -771965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -771965.937500 Penalty: 3078.028320
	Iteration 23Q: 3 clusters Score -771965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -771965.062500 Penalty: 3078.028320
	Iteration 24Q: 3 clusters Score -771965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -771967.125000 Penalty: 3078.028320
	Iteration 25Q: 3 clusters Score -771967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -771966.812500 Penalty: 3078.028320
	Iteration 26Q: 3 clusters Score -771966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -771967.062500 Penalty: 3078.028320
	Iteration 27Q: 3 clusters Score -771967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -771968.437500 Penalty: 3078.028320
	Iteration 28Q: 3 clusters Score -771968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -771966.625000 Penalty: 3078.028320
	Iteration 29Q: 3 clusters Score -771966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -771966.250000 Penalty: 3078.028320
	Iteration 30Q: 3 clusters Score -771966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -771967.750000 Penalty: 3078.028320
	Iteration 31Q: 3 clusters Score -771967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -771967.312500 Penalty: 3078.028320
	Iteration 32Q: 3 clusters Score -771967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -771967.312500 Penalty: 3078.028320
	Iteration 33F: 3 clusters Score -771967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145380 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 29054 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24079 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19142 members 
Mstep: Class 11 contains 101579 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952682.000000 Penalty: 48720.890625
Iteration 239Q: 24 clusters Score -2.695268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 145380 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 29054 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 24079 members 
Mstep: Class 9 contains 29663 members 
Mstep: Class 10 contains 19142 members 
Mstep: Class 11 contains 101579 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26952682.000000 Penalty: 48720.890625
Iteration 240F: 24 clusters Score -2.695268e+07 nChanged 0
Entering ConstructFrom: 
Score: -26952682.000000 Penalty: 48720.890625
Entering ConstructFrom: 
Trying to split cluster 1 (145380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145380 members 
Entering Unmasked Estep 
Score: -8863861.000000 Penalty: 1931.654663
	Iteration 0F: 2 clusters Score -8863861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -8766339.000000 Penalty: 3863.309326
	Iteration 0F: 3 clusters Score -8766339 nChanged 69901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -8807981.000000 Penalty: 3863.309326
	Iteration 1F: 3 clusters Score -8807981 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -8809883.000000 Penalty: 3863.309326
	Iteration 2Q: 3 clusters Score -8809883 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -8812465.000000 Penalty: 3863.309326
	Iteration 3Q: 3 clusters Score -8812465 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -8816400.000000 Penalty: 3863.309326
	Iteration 4F: 3 clusters Score -8816400 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -8822193.000000 Penalty: 3863.309326
	Iteration 5F: 3 clusters Score -8822193 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -8829599.000000 Penalty: 3863.309326
	Iteration 6F: 3 clusters Score -8829599 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -8836905.000000 Penalty: 3863.309326
	Iteration 7F: 3 clusters Score -8836905 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -8841635.000000 Penalty: 3863.309326
	Iteration 8F: 3 clusters Score -8841635 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -8843958.000000 Penalty: 3863.309326
	Iteration 9Q: 3 clusters Score -8843958 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -8845120.000000 Penalty: 3863.309326
	Iteration 10Q: 3 clusters Score -8845120 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -8845803.000000 Penalty: 3863.309326
	Iteration 11Q: 3 clusters Score -8845803 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -8846476.000000 Penalty: 3863.309326
	Iteration 12Q: 3 clusters Score -8846476 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -8847050.000000 Penalty: 3863.309326
	Iteration 13Q: 3 clusters Score -8847050 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -8847611.000000 Penalty: 3863.309326
	Iteration 14Q: 3 clusters Score -8847611 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -8848168.000000 Penalty: 3863.309326
	Iteration 15Q: 3 clusters Score -8848168 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -8848666.000000 Penalty: 3863.309326
	Iteration 16Q: 3 clusters Score -8848666 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -8849234.000000 Penalty: 3863.309326
	Iteration 17Q: 3 clusters Score -8849234 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -8849881.000000 Penalty: 3863.309326
	Iteration 18Q: 3 clusters Score -8849881 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -8850590.000000 Penalty: 3863.309326
	Iteration 19Q: 3 clusters Score -8850590 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -8851213.000000 Penalty: 3863.309326
	Iteration 20F: 3 clusters Score -8851213 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -8851844.000000 Penalty: 3863.309326
	Iteration 21Q: 3 clusters Score -8851844 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -8852527.000000 Penalty: 3863.309326
	Iteration 22Q: 3 clusters Score -8852527 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -8853127.000000 Penalty: 3863.309326
	Iteration 23Q: 3 clusters Score -8853127 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96751 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -8853772.000000 Penalty: 3863.309326
	Iteration 24Q: 3 clusters Score -8853772 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -8854286.000000 Penalty: 3863.309326
	Iteration 25Q: 3 clusters Score -8854286 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -8854814.000000 Penalty: 3863.309326
	Iteration 26Q: 3 clusters Score -8854814 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -8855325.000000 Penalty: 3863.309326
	Iteration 27Q: 3 clusters Score -8855325 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -8855697.000000 Penalty: 3863.309326
	Iteration 28Q: 3 clusters Score -8855697 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -8856122.000000 Penalty: 3863.309326
	Iteration 29Q: 3 clusters Score -8856122 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -8856526.000000 Penalty: 3863.309326
	Iteration 30Q: 3 clusters Score -8856526 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -8856978.000000 Penalty: 3863.309326
	Iteration 31Q: 3 clusters Score -8856978 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -8857407.000000 Penalty: 3863.309326
	Iteration 32Q: 3 clusters Score -8857407 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112230 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -8857720.000000 Penalty: 3863.309326
	Iteration 33Q: 3 clusters Score -8857720 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -8858114.000000 Penalty: 3863.309326
	Iteration 34Q: 3 clusters Score -8858114 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114923 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -8858441.000000 Penalty: 3863.309326
	Iteration 35Q: 3 clusters Score -8858441 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -8858773.000000 Penalty: 3863.309326
	Iteration 36Q: 3 clusters Score -8858773 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117481 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -8859029.000000 Penalty: 3863.309326
	Iteration 37Q: 3 clusters Score -8859029 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -8859230.000000 Penalty: 3863.309326
	Iteration 38Q: 3 clusters Score -8859230 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -8859453.000000 Penalty: 3863.309326
	Iteration 39Q: 3 clusters Score -8859453 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120609 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -8859663.000000 Penalty: 3863.309326
	Iteration 40F: 3 clusters Score -8859663 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121557 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -8859894.000000 Penalty: 3863.309326
	Iteration 41Q: 3 clusters Score -8859894 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122499 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -8860044.000000 Penalty: 3863.309326
	Iteration 42Q: 3 clusters Score -8860044 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123410 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -8860231.000000 Penalty: 3863.309326
	Iteration 43Q: 3 clusters Score -8860231 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124239 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -8860369.000000 Penalty: 3863.309326
	Iteration 44Q: 3 clusters Score -8860369 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124999 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -8860484.000000 Penalty: 3863.309326
	Iteration 45Q: 3 clusters Score -8860484 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125711 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -8860585.000000 Penalty: 3863.309326
	Iteration 46Q: 3 clusters Score -8860585 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -8860723.000000 Penalty: 3863.309326
	Iteration 47Q: 3 clusters Score -8860723 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126945 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -8860812.000000 Penalty: 3863.309326
	Iteration 48Q: 3 clusters Score -8860812 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127562 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -8860908.000000 Penalty: 3863.309326
	Iteration 49Q: 3 clusters Score -8860908 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128194 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -8861010.000000 Penalty: 3863.309326
	Iteration 50Q: 3 clusters Score -8861010 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128780 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -8861099.000000 Penalty: 3863.309326
	Iteration 51Q: 3 clusters Score -8861099 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129364 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -8861228.000000 Penalty: 3863.309326
	Iteration 52Q: 3 clusters Score -8861228 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129958 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -8861313.000000 Penalty: 3863.309326
	Iteration 53Q: 3 clusters Score -8861313 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130576 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -8861442.000000 Penalty: 3863.309326
	Iteration 54Q: 3 clusters Score -8861442 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131136 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -8861484.000000 Penalty: 3863.309326
	Iteration 55Q: 3 clusters Score -8861484 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131648 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -8861566.000000 Penalty: 3863.309326
	Iteration 56Q: 3 clusters Score -8861566 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132124 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -8861640.000000 Penalty: 3863.309326
	Iteration 57Q: 3 clusters Score -8861640 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132623 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -8861689.000000 Penalty: 3863.309326
	Iteration 58Q: 3 clusters Score -8861689 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133114 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -8861759.000000 Penalty: 3863.309326
	Iteration 59Q: 3 clusters Score -8861759 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133555 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -8861843.000000 Penalty: 3863.309326
	Iteration 60F: 3 clusters Score -8861843 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133978 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -8861879.000000 Penalty: 3863.309326
	Iteration 61Q: 3 clusters Score -8861879 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134398 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -8861961.000000 Penalty: 3863.309326
	Iteration 62Q: 3 clusters Score -8861961 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134785 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -8862026.000000 Penalty: 3863.309326
	Iteration 63Q: 3 clusters Score -8862026 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135125 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -8862098.000000 Penalty: 3863.309326
	Iteration 64Q: 3 clusters Score -8862098 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135432 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -8862123.000000 Penalty: 3863.309326
	Iteration 65Q: 3 clusters Score -8862123 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -8862168.000000 Penalty: 3863.309326
	Iteration 66Q: 3 clusters Score -8862168 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135979 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -8862202.000000 Penalty: 3863.309326
	Iteration 67Q: 3 clusters Score -8862202 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136212 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -8862236.000000 Penalty: 3863.309326
	Iteration 68Q: 3 clusters Score -8862236 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136426 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -8862267.000000 Penalty: 3863.309326
	Iteration 69Q: 3 clusters Score -8862267 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136623 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -8862267.000000 Penalty: 3863.309326
	Iteration 70Q: 3 clusters Score -8862267 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136809 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -8862287.000000 Penalty: 3863.309326
	Iteration 71Q: 3 clusters Score -8862287 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136984 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -8862324.000000 Penalty: 3863.309326
	Iteration 72Q: 3 clusters Score -8862324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137133 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -8862347.000000 Penalty: 3863.309326
	Iteration 73Q: 3 clusters Score -8862347 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137292 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -8862360.000000 Penalty: 3863.309326
	Iteration 74Q: 3 clusters Score -8862360 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137440 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -8862355.000000 Penalty: 3863.309326
	Iteration 75Q: 3 clusters Score -8862355 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137592 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -8862358.000000 Penalty: 3863.309326
	Iteration 76Q: 3 clusters Score -8862358 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137752 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -8862368.000000 Penalty: 3863.309326
	Iteration 77Q: 3 clusters Score -8862368 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137897 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -8862392.000000 Penalty: 3863.309326
	Iteration 78Q: 3 clusters Score -8862392 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138048 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -8862398.000000 Penalty: 3863.309326
	Iteration 79Q: 3 clusters Score -8862398 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -8862409.000000 Penalty: 3863.309326
	Iteration 80F: 3 clusters Score -8862409 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138344 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -8862426.000000 Penalty: 3863.309326
	Iteration 81Q: 3 clusters Score -8862426 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138477 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -8862471.000000 Penalty: 3863.309326
	Iteration 82Q: 3 clusters Score -8862471 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138600 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -8862460.000000 Penalty: 3863.309326
	Iteration 83Q: 3 clusters Score -8862460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -8862472.000000 Penalty: 3863.309326
	Iteration 84Q: 3 clusters Score -8862472 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138823 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -8862459.000000 Penalty: 3863.309326
	Iteration 85Q: 3 clusters Score -8862459 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138921 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -8862492.000000 Penalty: 3863.309326
	Iteration 86Q: 3 clusters Score -8862492 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139013 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -8862503.000000 Penalty: 3863.309326
	Iteration 87Q: 3 clusters Score -8862503 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139103 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -8862500.000000 Penalty: 3863.309326
	Iteration 88Q: 3 clusters Score -8862500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139182 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -8862512.000000 Penalty: 3863.309326
	Iteration 89Q: 3 clusters Score -8862512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139271 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -8862539.000000 Penalty: 3863.309326
	Iteration 90Q: 3 clusters Score -8862539 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139344 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -8862529.000000 Penalty: 3863.309326
	Iteration 91Q: 3 clusters Score -8862529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139408 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -8862542.000000 Penalty: 3863.309326
	Iteration 92Q: 3 clusters Score -8862542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139476 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -8862556.000000 Penalty: 3863.309326
	Iteration 93Q: 3 clusters Score -8862556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139545 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -8862580.000000 Penalty: 3863.309326
	Iteration 94Q: 3 clusters Score -8862580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139611 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -8862576.000000 Penalty: 3863.309326
	Iteration 95Q: 3 clusters Score -8862576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139673 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -8862576.000000 Penalty: 3863.309326
	Iteration 96Q: 3 clusters Score -8862576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139721 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -8862560.000000 Penalty: 3863.309326
	Iteration 97Q: 3 clusters Score -8862560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139779 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -8862570.000000 Penalty: 3863.309326
	Iteration 98Q: 3 clusters Score -8862570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139838 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -8862577.000000 Penalty: 3863.309326
	Iteration 99Q: 3 clusters Score -8862577 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139903 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -8862589.000000 Penalty: 3863.309326
	Iteration 100F: 3 clusters Score -8862589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139969 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -8862608.000000 Penalty: 3863.309326
	Iteration 101Q: 3 clusters Score -8862608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140039 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -8862634.000000 Penalty: 3863.309326
	Iteration 102Q: 3 clusters Score -8862634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140117 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -8862626.000000 Penalty: 3863.309326
	Iteration 103Q: 3 clusters Score -8862626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140191 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -8862632.000000 Penalty: 3863.309326
	Iteration 104Q: 3 clusters Score -8862632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140249 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -8862654.000000 Penalty: 3863.309326
	Iteration 105Q: 3 clusters Score -8862654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140296 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -8862651.000000 Penalty: 3863.309326
	Iteration 106Q: 3 clusters Score -8862651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140340 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -8862650.000000 Penalty: 3863.309326
	Iteration 107Q: 3 clusters Score -8862650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140371 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -8862656.000000 Penalty: 3863.309326
	Iteration 108Q: 3 clusters Score -8862656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140410 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -8862652.000000 Penalty: 3863.309326
	Iteration 109Q: 3 clusters Score -8862652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140446 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -8862662.000000 Penalty: 3863.309326
	Iteration 110Q: 3 clusters Score -8862662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -8862666.000000 Penalty: 3863.309326
	Iteration 111Q: 3 clusters Score -8862666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140510 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -8862662.000000 Penalty: 3863.309326
	Iteration 112Q: 3 clusters Score -8862662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140532 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -8862661.000000 Penalty: 3863.309326
	Iteration 113Q: 3 clusters Score -8862661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140560 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -8862681.000000 Penalty: 3863.309326
	Iteration 114Q: 3 clusters Score -8862681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140587 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -8862691.000000 Penalty: 3863.309326
	Iteration 115Q: 3 clusters Score -8862691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140615 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8862692.000000 Penalty: 3863.309326
	Iteration 116Q: 3 clusters Score -8862692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140640 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -8862702.000000 Penalty: 3863.309326
	Iteration 117Q: 3 clusters Score -8862702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140666 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -8862703.000000 Penalty: 3863.309326
	Iteration 118Q: 3 clusters Score -8862703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140680 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -8862704.000000 Penalty: 3863.309326
	Iteration 119Q: 3 clusters Score -8862704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140697 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -8862708.000000 Penalty: 3863.309326
	Iteration 120F: 3 clusters Score -8862708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140722 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -8862710.000000 Penalty: 3863.309326
	Iteration 121Q: 3 clusters Score -8862710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140738 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -8862708.000000 Penalty: 3863.309326
	Iteration 122Q: 3 clusters Score -8862708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140753 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -8862714.000000 Penalty: 3863.309326
	Iteration 123Q: 3 clusters Score -8862714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140777 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -8862717.000000 Penalty: 3863.309326
	Iteration 124Q: 3 clusters Score -8862717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140798 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -8862728.000000 Penalty: 3863.309326
	Iteration 125Q: 3 clusters Score -8862728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140824 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -8862735.000000 Penalty: 3863.309326
	Iteration 126Q: 3 clusters Score -8862735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -8862747.000000 Penalty: 3863.309326
	Iteration 127Q: 3 clusters Score -8862747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8862735.000000 Penalty: 3863.309326
	Iteration 128Q: 3 clusters Score -8862735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140878 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -8862736.000000 Penalty: 3863.309326
	Iteration 129Q: 3 clusters Score -8862736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140882 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -8862744.000000 Penalty: 3863.309326
	Iteration 130Q: 3 clusters Score -8862744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140885 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -8862737.000000 Penalty: 3863.309326
	Iteration 131Q: 3 clusters Score -8862737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140889 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -8862740.000000 Penalty: 3863.309326
	Iteration 132Q: 3 clusters Score -8862740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140890 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -8862743.000000 Penalty: 3863.309326
	Iteration 133Q: 3 clusters Score -8862743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140890 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -8862743.000000 Penalty: 3863.309326
	Iteration 134F: 3 clusters Score -8862743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -690931.437500 Penalty: 1521.399780
	Iteration 0F: 2 clusters Score -690931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -682782.437500 Penalty: 3042.799561
	Iteration 0F: 3 clusters Score -682782.4 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -685832.562500 Penalty: 3042.799561
	Iteration 1F: 3 clusters Score -685832.6 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -686409.937500 Penalty: 3042.799561
	Iteration 2F: 3 clusters Score -686409.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -686868.375000 Penalty: 3042.799561
	Iteration 3F: 3 clusters Score -686868.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -687240.250000 Penalty: 3042.799561
	Iteration 4F: 3 clusters Score -687240.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -687622.875000 Penalty: 3042.799561
	Iteration 5F: 3 clusters Score -687622.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -688069.062500 Penalty: 3042.799561
	Iteration 6F: 3 clusters Score -688069.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -688564.125000 Penalty: 3042.799561
	Iteration 7F: 3 clusters Score -688564.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -689067.312500 Penalty: 3042.799561
	Iteration 8F: 3 clusters Score -689067.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -689552.375000 Penalty: 3042.799561
	Iteration 9Q: 3 clusters Score -689552.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -689906.625000 Penalty: 3042.799561
	Iteration 10Q: 3 clusters Score -689906.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -690140.125000 Penalty: 3042.799561
	Iteration 11Q: 3 clusters Score -690140.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -690343.312500 Penalty: 3042.799561
	Iteration 12Q: 3 clusters Score -690343.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -690529.687500 Penalty: 3042.799561
	Iteration 13Q: 3 clusters Score -690529.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -690626.437500 Penalty: 3042.799561
	Iteration 14Q: 3 clusters Score -690626.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -690656.687500 Penalty: 3042.799561
	Iteration 15Q: 3 clusters Score -690656.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -690666.937500 Penalty: 3042.799561
	Iteration 16Q: 3 clusters Score -690666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -690672.000000 Penalty: 3042.799561
	Iteration 17Q: 3 clusters Score -690672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -690674.875000 Penalty: 3042.799561
	Iteration 18Q: 3 clusters Score -690674.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -690678.312500 Penalty: 3042.799561
	Iteration 19Q: 3 clusters Score -690678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -690677.500000 Penalty: 3042.799561
	Iteration 20F: 3 clusters Score -690677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -690679.375000 Penalty: 3042.799561
	Iteration 21Q: 3 clusters Score -690679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -690679.750000 Penalty: 3042.799561
	Iteration 22Q: 3 clusters Score -690679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -690680.000000 Penalty: 3042.799561
	Iteration 23Q: 3 clusters Score -690680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -690680.000000 Penalty: 3042.799561
	Iteration 24F: 3 clusters Score -690680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Entering Unmasked Estep 
Score: -1783580.125000 Penalty: 1669.998169
	Iteration 0F: 2 clusters Score -1783580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1763902.750000 Penalty: 3339.996338
	Iteration 0F: 3 clusters Score -1763903 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1771298.125000 Penalty: 3339.996338
	Iteration 1F: 3 clusters Score -1771298 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1771787.750000 Penalty: 3339.996338
	Iteration 2Q: 3 clusters Score -1771788 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1772408.750000 Penalty: 3339.996338
	Iteration 3Q: 3 clusters Score -1772409 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1773102.625000 Penalty: 3339.996338
	Iteration 4Q: 3 clusters Score -1773103 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1773753.250000 Penalty: 3339.996338
	Iteration 5Q: 3 clusters Score -1773753 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1774366.750000 Penalty: 3339.996338
	Iteration 6Q: 3 clusters Score -1774367 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1774916.875000 Penalty: 3339.996338
	Iteration 7Q: 3 clusters Score -1774917 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1775394.250000 Penalty: 3339.996338
	Iteration 8Q: 3 clusters Score -1775394 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1775818.250000 Penalty: 3339.996338
	Iteration 9Q: 3 clusters Score -1775818 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1776216.125000 Penalty: 3339.996338
	Iteration 10Q: 3 clusters Score -1776216 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1776646.625000 Penalty: 3339.996338
	Iteration 11Q: 3 clusters Score -1776647 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1777080.875000 Penalty: 3339.996338
	Iteration 12Q: 3 clusters Score -1777081 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1777538.750000 Penalty: 3339.996338
	Iteration 13Q: 3 clusters Score -1777539 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1778047.500000 Penalty: 3339.996338
	Iteration 14Q: 3 clusters Score -1778048 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1778562.250000 Penalty: 3339.996338
	Iteration 15Q: 3 clusters Score -1778562 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1779098.250000 Penalty: 3339.996338
	Iteration 16Q: 3 clusters Score -1779098 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1779619.625000 Penalty: 3339.996338
	Iteration 17Q: 3 clusters Score -1779620 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1780077.000000 Penalty: 3339.996338
	Iteration 18Q: 3 clusters Score -1780077 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1780452.500000 Penalty: 3339.996338
	Iteration 19Q: 3 clusters Score -1780452 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1780806.750000 Penalty: 3339.996338
	Iteration 20F: 3 clusters Score -1780807 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1781141.125000 Penalty: 3339.996338
	Iteration 21Q: 3 clusters Score -1781141 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1781431.875000 Penalty: 3339.996338
	Iteration 22Q: 3 clusters Score -1781432 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1781674.500000 Penalty: 3339.996338
	Iteration 23Q: 3 clusters Score -1781674 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1781891.625000 Penalty: 3339.996338
	Iteration 24Q: 3 clusters Score -1781892 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1782069.875000 Penalty: 3339.996338
	Iteration 25Q: 3 clusters Score -1782070 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1782216.875000 Penalty: 3339.996338
	Iteration 26Q: 3 clusters Score -1782217 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1782333.375000 Penalty: 3339.996338
	Iteration 27Q: 3 clusters Score -1782333 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1782455.250000 Penalty: 3339.996338
	Iteration 28Q: 3 clusters Score -1782455 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1782572.250000 Penalty: 3339.996338
	Iteration 29Q: 3 clusters Score -1782572 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1782685.000000 Penalty: 3339.996338
	Iteration 30Q: 3 clusters Score -1782685 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1782796.500000 Penalty: 3339.996338
	Iteration 31Q: 3 clusters Score -1782796 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1782915.375000 Penalty: 3339.996338
	Iteration 32Q: 3 clusters Score -1782915 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1783019.500000 Penalty: 3339.996338
	Iteration 33Q: 3 clusters Score -1783020 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1783104.125000 Penalty: 3339.996338
	Iteration 34Q: 3 clusters Score -1783104 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1783177.625000 Penalty: 3339.996338
	Iteration 35Q: 3 clusters Score -1783178 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1783222.250000 Penalty: 3339.996338
	Iteration 36Q: 3 clusters Score -1783222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1783256.375000 Penalty: 3339.996338
	Iteration 37Q: 3 clusters Score -1783256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1783280.125000 Penalty: 3339.996338
	Iteration 38Q: 3 clusters Score -1783280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1783299.500000 Penalty: 3339.996338
	Iteration 39Q: 3 clusters Score -1783300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1783321.875000 Penalty: 3339.996338
	Iteration 40F: 3 clusters Score -1783322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1783335.750000 Penalty: 3339.996338
	Iteration 41Q: 3 clusters Score -1783336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1783344.375000 Penalty: 3339.996338
	Iteration 42Q: 3 clusters Score -1783344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1783355.625000 Penalty: 3339.996338
	Iteration 43Q: 3 clusters Score -1783356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1783358.750000 Penalty: 3339.996338
	Iteration 44Q: 3 clusters Score -1783359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1783365.625000 Penalty: 3339.996338
	Iteration 45Q: 3 clusters Score -1783366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1783368.000000 Penalty: 3339.996338
	Iteration 46Q: 3 clusters Score -1783368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1783367.000000 Penalty: 3339.996338
	Iteration 47Q: 3 clusters Score -1783367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1783371.250000 Penalty: 3339.996338
	Iteration 48Q: 3 clusters Score -1783371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1783372.000000 Penalty: 3339.996338
	Iteration 49Q: 3 clusters Score -1783372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1783376.000000 Penalty: 3339.996338
	Iteration 50Q: 3 clusters Score -1783376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1783382.625000 Penalty: 3339.996338
	Iteration 51Q: 3 clusters Score -1783383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1783380.625000 Penalty: 3339.996338
	Iteration 52Q: 3 clusters Score -1783381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1783383.750000 Penalty: 3339.996338
	Iteration 53Q: 3 clusters Score -1783384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1783388.000000 Penalty: 3339.996338
	Iteration 54Q: 3 clusters Score -1783388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1783385.250000 Penalty: 3339.996338
	Iteration 55Q: 3 clusters Score -1783385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1783388.625000 Penalty: 3339.996338
	Iteration 56Q: 3 clusters Score -1783389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1783390.125000 Penalty: 3339.996338
	Iteration 57Q: 3 clusters Score -1783390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1783393.250000 Penalty: 3339.996338
	Iteration 58Q: 3 clusters Score -1783393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1783394.125000 Penalty: 3339.996338
	Iteration 59Q: 3 clusters Score -1783394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1783395.000000 Penalty: 3339.996338
	Iteration 60F: 3 clusters Score -1783395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1783394.625000 Penalty: 3339.996338
	Iteration 61Q: 3 clusters Score -1783395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1783394.000000 Penalty: 3339.996338
	Iteration 62Q: 3 clusters Score -1783394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1783392.750000 Penalty: 3339.996338
	Iteration 63Q: 3 clusters Score -1783393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1783392.750000 Penalty: 3339.996338
	Iteration 64F: 3 clusters Score -1783393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -187896.468750 Penalty: 1307.408081
	Iteration 0F: 2 clusters Score -187896.5 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 1619 members 
Entering Unmasked Estep 
Score: -185189.187500 Penalty: 2614.816162
	Iteration 0F: 3 clusters Score -185189.2 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -186053.078125 Penalty: 2614.816162
	Iteration 1F: 3 clusters Score -186053.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -186335.843750 Penalty: 2614.816162
	Iteration 2F: 3 clusters Score -186335.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -186560.171875 Penalty: 2614.816162
	Iteration 3F: 3 clusters Score -186560.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -186853.187500 Penalty: 2614.816162
	Iteration 4F: 3 clusters Score -186853.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -187141.250000 Penalty: 2614.816162
	Iteration 5F: 3 clusters Score -187141.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -187344.781250 Penalty: 2614.816162
	Iteration 6F: 3 clusters Score -187344.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -187494.453125 Penalty: 2614.816162
	Iteration 7Q: 3 clusters Score -187494.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -187577.968750 Penalty: 2614.816162
	Iteration 8Q: 3 clusters Score -187578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -187638.328125 Penalty: 2614.816162
	Iteration 9Q: 3 clusters Score -187638.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -187675.609375 Penalty: 2614.816162
	Iteration 10Q: 3 clusters Score -187675.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -187701.375000 Penalty: 2614.816162
	Iteration 11Q: 3 clusters Score -187701.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -187718.359375 Penalty: 2614.816162
	Iteration 12Q: 3 clusters Score -187718.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -187741.765625 Penalty: 2614.816162
	Iteration 13Q: 3 clusters Score -187741.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -187779.750000 Penalty: 2614.816162
	Iteration 14Q: 3 clusters Score -187779.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -187818.656250 Penalty: 2614.816162
	Iteration 15Q: 3 clusters Score -187818.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -187846.171875 Penalty: 2614.816162
	Iteration 16Q: 3 clusters Score -187846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -187858.203125 Penalty: 2614.816162
	Iteration 17Q: 3 clusters Score -187858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -187860.843750 Penalty: 2614.816162
	Iteration 18Q: 3 clusters Score -187860.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -187860.843750 Penalty: 2614.816162
	Iteration 19F: 3 clusters Score -187860.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Entering Unmasked Estep 
Score: -779296.312500 Penalty: 1531.557251
	Iteration 0F: 2 clusters Score -779296.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -770505.312500 Penalty: 3063.114502
	Iteration 0F: 3 clusters Score -770505.3 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -773538.937500 Penalty: 3063.114502
	Iteration 1F: 3 clusters Score -773538.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -773877.000000 Penalty: 3063.114502
	Iteration 2F: 3 clusters Score -773877 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -774168.375000 Penalty: 3063.114502
	Iteration 3F: 3 clusters Score -774168.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -774420.437500 Penalty: 3063.114502
	Iteration 4Q: 3 clusters Score -774420.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -774661.000000 Penalty: 3063.114502
	Iteration 5Q: 3 clusters Score -774661 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -774879.250000 Penalty: 3063.114502
	Iteration 6Q: 3 clusters Score -774879.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -775101.062500 Penalty: 3063.114502
	Iteration 7Q: 3 clusters Score -775101.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -775282.687500 Penalty: 3063.114502
	Iteration 8Q: 3 clusters Score -775282.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -775458.187500 Penalty: 3063.114502
	Iteration 9Q: 3 clusters Score -775458.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -775666.812500 Penalty: 3063.114502
	Iteration 10Q: 3 clusters Score -775666.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -775918.687500 Penalty: 3063.114502
	Iteration 11Q: 3 clusters Score -775918.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -776111.937500 Penalty: 3063.114502
	Iteration 12Q: 3 clusters Score -776111.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -776259.562500 Penalty: 3063.114502
	Iteration 13Q: 3 clusters Score -776259.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -776352.875000 Penalty: 3063.114502
	Iteration 14Q: 3 clusters Score -776352.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -776406.500000 Penalty: 3063.114502
	Iteration 15Q: 3 clusters Score -776406.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -776444.875000 Penalty: 3063.114502
	Iteration 16Q: 3 clusters Score -776444.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -776473.437500 Penalty: 3063.114502
	Iteration 17Q: 3 clusters Score -776473.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -776493.250000 Penalty: 3063.114502
	Iteration 18Q: 3 clusters Score -776493.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -776507.187500 Penalty: 3063.114502
	Iteration 19Q: 3 clusters Score -776507.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -776522.750000 Penalty: 3063.114502
	Iteration 20F: 3 clusters Score -776522.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -776536.000000 Penalty: 3063.114502
	Iteration 21Q: 3 clusters Score -776536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -776546.062500 Penalty: 3063.114502
	Iteration 22Q: 3 clusters Score -776546.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -776555.937500 Penalty: 3063.114502
	Iteration 23Q: 3 clusters Score -776555.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -776562.500000 Penalty: 3063.114502
	Iteration 24Q: 3 clusters Score -776562.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -776568.625000 Penalty: 3063.114502
	Iteration 25Q: 3 clusters Score -776568.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -776580.187500 Penalty: 3063.114502
	Iteration 26Q: 3 clusters Score -776580.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -776591.875000 Penalty: 3063.114502
	Iteration 27Q: 3 clusters Score -776591.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -776604.500000 Penalty: 3063.114502
	Iteration 28Q: 3 clusters Score -776604.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -776614.187500 Penalty: 3063.114502
	Iteration 29Q: 3 clusters Score -776614.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -776628.250000 Penalty: 3063.114502
	Iteration 30Q: 3 clusters Score -776628.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -776632.000000 Penalty: 3063.114502
	Iteration 31Q: 3 clusters Score -776632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -776642.375000 Penalty: 3063.114502
	Iteration 32Q: 3 clusters Score -776642.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -776644.500000 Penalty: 3063.114502
	Iteration 33Q: 3 clusters Score -776644.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -776647.437500 Penalty: 3063.114502
	Iteration 34Q: 3 clusters Score -776647.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -776654.312500 Penalty: 3063.114502
	Iteration 35Q: 3 clusters Score -776654.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -776657.000000 Penalty: 3063.114502
	Iteration 36Q: 3 clusters Score -776657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -776659.750000 Penalty: 3063.114502
	Iteration 37Q: 3 clusters Score -776659.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -776664.375000 Penalty: 3063.114502
	Iteration 38Q: 3 clusters Score -776664.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -776662.812500 Penalty: 3063.114502
	Iteration 39Q: 3 clusters Score -776662.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -776666.875000 Penalty: 3063.114502
	Iteration 40F: 3 clusters Score -776666.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -776670.625000 Penalty: 3063.114502
	Iteration 41Q: 3 clusters Score -776670.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -776673.187500 Penalty: 3063.114502
	Iteration 42Q: 3 clusters Score -776673.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -776677.937500 Penalty: 3063.114502
	Iteration 43Q: 3 clusters Score -776677.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -776678.187500 Penalty: 3063.114502
	Iteration 44Q: 3 clusters Score -776678.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -776679.812500 Penalty: 3063.114502
	Iteration 45Q: 3 clusters Score -776679.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -776681.750000 Penalty: 3063.114502
	Iteration 46Q: 3 clusters Score -776681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -776684.625000 Penalty: 3063.114502
	Iteration 47Q: 3 clusters Score -776684.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -776684.812500 Penalty: 3063.114502
	Iteration 48Q: 3 clusters Score -776684.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -776688.062500 Penalty: 3063.114502
	Iteration 49Q: 3 clusters Score -776688.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -776691.750000 Penalty: 3063.114502
	Iteration 50Q: 3 clusters Score -776691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -776691.375000 Penalty: 3063.114502
	Iteration 51Q: 3 clusters Score -776691.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -776690.625000 Penalty: 3063.114502
	Iteration 52Q: 3 clusters Score -776690.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -776691.125000 Penalty: 3063.114502
	Iteration 53Q: 3 clusters Score -776691.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -776691.062500 Penalty: 3063.114502
	Iteration 54Q: 3 clusters Score -776691.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -776693.812500 Penalty: 3063.114502
	Iteration 55Q: 3 clusters Score -776693.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -776695.500000 Penalty: 3063.114502
	Iteration 56Q: 3 clusters Score -776695.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -776694.937500 Penalty: 3063.114502
	Iteration 57Q: 3 clusters Score -776694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -776694.937500 Penalty: 3063.114502
	Iteration 58Q: 3 clusters Score -776694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -776697.000000 Penalty: 3063.114502
	Iteration 59Q: 3 clusters Score -776697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -776697.062500 Penalty: 3063.114502
	Iteration 60F: 3 clusters Score -776697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -776697.250000 Penalty: 3063.114502
	Iteration 61Q: 3 clusters Score -776697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -776697.250000 Penalty: 3063.114502
	Iteration 62F: 3 clusters Score -776697.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -107458.921875 Penalty: 1241.207275
	Iteration 0F: 2 clusters Score -107458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -105358.171875 Penalty: 2482.414551
	Iteration 0F: 3 clusters Score -105358.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -105914.546875 Penalty: 2482.414551
	Iteration 1F: 3 clusters Score -105914.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -106118.968750 Penalty: 2482.414551
	Iteration 2F: 3 clusters Score -106119 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -106252.414062 Penalty: 2482.414551
	Iteration 3F: 3 clusters Score -106252.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -106321.398438 Penalty: 2482.414551
	Iteration 4Q: 3 clusters Score -106321.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -106374.906250 Penalty: 2482.414551
	Iteration 5Q: 3 clusters Score -106374.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -106427.742188 Penalty: 2482.414551
	Iteration 6Q: 3 clusters Score -106427.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -106453.625000 Penalty: 2482.414551
	Iteration 7Q: 3 clusters Score -106453.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -106470.312500 Penalty: 2482.414551
	Iteration 8Q: 3 clusters Score -106470.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -106485.851562 Penalty: 2482.414551
	Iteration 9Q: 3 clusters Score -106485.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -106513.875000 Penalty: 2482.414551
	Iteration 10Q: 3 clusters Score -106513.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -106531.945312 Penalty: 2482.414551
	Iteration 11Q: 3 clusters Score -106531.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -106546.953125 Penalty: 2482.414551
	Iteration 12Q: 3 clusters Score -106547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -106558.804688 Penalty: 2482.414551
	Iteration 13Q: 3 clusters Score -106558.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -106567.328125 Penalty: 2482.414551
	Iteration 14Q: 3 clusters Score -106567.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -106574.039062 Penalty: 2482.414551
	Iteration 15Q: 3 clusters Score -106574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -106579.289062 Penalty: 2482.414551
	Iteration 16Q: 3 clusters Score -106579.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -106583.703125 Penalty: 2482.414551
	Iteration 17Q: 3 clusters Score -106583.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -106587.320312 Penalty: 2482.414551
	Iteration 18Q: 3 clusters Score -106587.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -106589.914062 Penalty: 2482.414551
	Iteration 19Q: 3 clusters Score -106589.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -106591.937500 Penalty: 2482.414551
	Iteration 20F: 3 clusters Score -106591.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -106595.062500 Penalty: 2482.414551
	Iteration 21Q: 3 clusters Score -106595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -106598.375000 Penalty: 2482.414551
	Iteration 22Q: 3 clusters Score -106598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -106600.867188 Penalty: 2482.414551
	Iteration 23Q: 3 clusters Score -106600.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -106603.476562 Penalty: 2482.414551
	Iteration 24Q: 3 clusters Score -106603.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -106606.367188 Penalty: 2482.414551
	Iteration 25Q: 3 clusters Score -106606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -106608.468750 Penalty: 2482.414551
	Iteration 26Q: 3 clusters Score -106608.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -106610.187500 Penalty: 2482.414551
	Iteration 27Q: 3 clusters Score -106610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -106610.875000 Penalty: 2482.414551
	Iteration 28Q: 3 clusters Score -106610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -106611.812500 Penalty: 2482.414551
	Iteration 29Q: 3 clusters Score -106611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -106612.726562 Penalty: 2482.414551
	Iteration 30Q: 3 clusters Score -106612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -106612.820312 Penalty: 2482.414551
	Iteration 31Q: 3 clusters Score -106612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -106612.820312 Penalty: 2482.414551
	Iteration 32F: 3 clusters Score -106612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -378456.250000 Penalty: 1418.421875
	Iteration 0F: 2 clusters Score -378456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -373715.843750 Penalty: 2836.843750
	Iteration 0F: 3 clusters Score -373715.8 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -375149.750000 Penalty: 2836.843750
	Iteration 1F: 3 clusters Score -375149.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -375465.062500 Penalty: 2836.843750
	Iteration 2F: 3 clusters Score -375465.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -375785.062500 Penalty: 2836.843750
	Iteration 3F: 3 clusters Score -375785.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -376092.125000 Penalty: 2836.843750
	Iteration 4F: 3 clusters Score -376092.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -376345.218750 Penalty: 2836.843750
	Iteration 5F: 3 clusters Score -376345.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -376524.375000 Penalty: 2836.843750
	Iteration 6F: 3 clusters Score -376524.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -376645.843750 Penalty: 2836.843750
	Iteration 7Q: 3 clusters Score -376645.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -376739.656250 Penalty: 2836.843750
	Iteration 8Q: 3 clusters Score -376739.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -376817.656250 Penalty: 2836.843750
	Iteration 9Q: 3 clusters Score -376817.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -376877.781250 Penalty: 2836.843750
	Iteration 10Q: 3 clusters Score -376877.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -376930.656250 Penalty: 2836.843750
	Iteration 11Q: 3 clusters Score -376930.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -376980.125000 Penalty: 2836.843750
	Iteration 12Q: 3 clusters Score -376980.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -377018.406250 Penalty: 2836.843750
	Iteration 13Q: 3 clusters Score -377018.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -377057.000000 Penalty: 2836.843750
	Iteration 14Q: 3 clusters Score -377057 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -377101.937500 Penalty: 2836.843750
	Iteration 15Q: 3 clusters Score -377101.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -377144.468750 Penalty: 2836.843750
	Iteration 16Q: 3 clusters Score -377144.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -377181.218750 Penalty: 2836.843750
	Iteration 17Q: 3 clusters Score -377181.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -377215.281250 Penalty: 2836.843750
	Iteration 18Q: 3 clusters Score -377215.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -377240.500000 Penalty: 2836.843750
	Iteration 19Q: 3 clusters Score -377240.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -377264.968750 Penalty: 2836.843750
	Iteration 20F: 3 clusters Score -377265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -377286.718750 Penalty: 2836.843750
	Iteration 21Q: 3 clusters Score -377286.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -377307.500000 Penalty: 2836.843750
	Iteration 22Q: 3 clusters Score -377307.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -377323.687500 Penalty: 2836.843750
	Iteration 23Q: 3 clusters Score -377323.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -377344.250000 Penalty: 2836.843750
	Iteration 24Q: 3 clusters Score -377344.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -377367.125000 Penalty: 2836.843750
	Iteration 25Q: 3 clusters Score -377367.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -377399.781250 Penalty: 2836.843750
	Iteration 26Q: 3 clusters Score -377399.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -377428.843750 Penalty: 2836.843750
	Iteration 27Q: 3 clusters Score -377428.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -377443.531250 Penalty: 2836.843750
	Iteration 28Q: 3 clusters Score -377443.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -377455.843750 Penalty: 2836.843750
	Iteration 29Q: 3 clusters Score -377455.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -377471.968750 Penalty: 2836.843750
	Iteration 30Q: 3 clusters Score -377472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -377497.156250 Penalty: 2836.843750
	Iteration 31Q: 3 clusters Score -377497.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -377514.031250 Penalty: 2836.843750
	Iteration 32Q: 3 clusters Score -377514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -377522.656250 Penalty: 2836.843750
	Iteration 33Q: 3 clusters Score -377522.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -377530.625000 Penalty: 2836.843750
	Iteration 34Q: 3 clusters Score -377530.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -377538.343750 Penalty: 2836.843750
	Iteration 35Q: 3 clusters Score -377538.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -377541.156250 Penalty: 2836.843750
	Iteration 36Q: 3 clusters Score -377541.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -377545.437500 Penalty: 2836.843750
	Iteration 37Q: 3 clusters Score -377545.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -377550.000000 Penalty: 2836.843750
	Iteration 38Q: 3 clusters Score -377550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -377551.906250 Penalty: 2836.843750
	Iteration 39Q: 3 clusters Score -377551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -377552.875000 Penalty: 2836.843750
	Iteration 40F: 3 clusters Score -377552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -377552.718750 Penalty: 2836.843750
	Iteration 41Q: 3 clusters Score -377552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -377554.187500 Penalty: 2836.843750
	Iteration 42Q: 3 clusters Score -377554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -377554.687500 Penalty: 2836.843750
	Iteration 43Q: 3 clusters Score -377554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -377553.781250 Penalty: 2836.843750
	Iteration 44Q: 3 clusters Score -377553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -377553.781250 Penalty: 2836.843750
	Iteration 45F: 3 clusters Score -377553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Entering Unmasked Estep 
Score: -1516005.875000 Penalty: 1639.477905
	Iteration 0F: 2 clusters Score -1516006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1499642.000000 Penalty: 3278.955811
	Iteration 0F: 3 clusters Score -1499642 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1505708.750000 Penalty: 3278.955811
	Iteration 1F: 3 clusters Score -1505709 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1506091.500000 Penalty: 3278.955811
	Iteration 2Q: 3 clusters Score -1506092 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1506527.625000 Penalty: 3278.955811
	Iteration 3Q: 3 clusters Score -1506528 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1507042.500000 Penalty: 3278.955811
	Iteration 4Q: 3 clusters Score -1507042 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1507656.375000 Penalty: 3278.955811
	Iteration 5F: 3 clusters Score -1507656 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1508500.125000 Penalty: 3278.955811
	Iteration 6F: 3 clusters Score -1508500 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1509626.875000 Penalty: 3278.955811
	Iteration 7F: 3 clusters Score -1509627 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1510961.000000 Penalty: 3278.955811
	Iteration 8F: 3 clusters Score -1510961 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1512255.125000 Penalty: 3278.955811
	Iteration 9F: 3 clusters Score -1512255 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1513223.125000 Penalty: 3278.955811
	Iteration 10Q: 3 clusters Score -1513223 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1513845.375000 Penalty: 3278.955811
	Iteration 11Q: 3 clusters Score -1513845 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1514157.125000 Penalty: 3278.955811
	Iteration 12Q: 3 clusters Score -1514157 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1514306.375000 Penalty: 3278.955811
	Iteration 13Q: 3 clusters Score -1514306 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1514383.750000 Penalty: 3278.955811
	Iteration 14Q: 3 clusters Score -1514384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1514437.250000 Penalty: 3278.955811
	Iteration 15Q: 3 clusters Score -1514437 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1514465.875000 Penalty: 3278.955811
	Iteration 16Q: 3 clusters Score -1514466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1514484.375000 Penalty: 3278.955811
	Iteration 17Q: 3 clusters Score -1514484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1514504.875000 Penalty: 3278.955811
	Iteration 18Q: 3 clusters Score -1514505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1514527.750000 Penalty: 3278.955811
	Iteration 19Q: 3 clusters Score -1514528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1514545.875000 Penalty: 3278.955811
	Iteration 20F: 3 clusters Score -1514546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1514553.500000 Penalty: 3278.955811
	Iteration 21Q: 3 clusters Score -1514554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1514560.375000 Penalty: 3278.955811
	Iteration 22Q: 3 clusters Score -1514560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1514564.500000 Penalty: 3278.955811
	Iteration 23Q: 3 clusters Score -1514564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1514574.625000 Penalty: 3278.955811
	Iteration 24Q: 3 clusters Score -1514575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1514578.875000 Penalty: 3278.955811
	Iteration 25Q: 3 clusters Score -1514579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1514584.000000 Penalty: 3278.955811
	Iteration 26Q: 3 clusters Score -1514584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1514585.625000 Penalty: 3278.955811
	Iteration 27Q: 3 clusters Score -1514586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1514590.500000 Penalty: 3278.955811
	Iteration 28Q: 3 clusters Score -1514590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1514588.000000 Penalty: 3278.955811
	Iteration 29Q: 3 clusters Score -1514588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1514591.000000 Penalty: 3278.955811
	Iteration 30Q: 3 clusters Score -1514591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1514592.000000 Penalty: 3278.955811
	Iteration 31Q: 3 clusters Score -1514592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1514597.250000 Penalty: 3278.955811
	Iteration 32Q: 3 clusters Score -1514597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1514600.000000 Penalty: 3278.955811
	Iteration 33Q: 3 clusters Score -1514600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1514607.875000 Penalty: 3278.955811
	Iteration 34Q: 3 clusters Score -1514608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1514612.625000 Penalty: 3278.955811
	Iteration 35Q: 3 clusters Score -1514613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1514619.000000 Penalty: 3278.955811
	Iteration 36Q: 3 clusters Score -1514619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1514617.000000 Penalty: 3278.955811
	Iteration 37Q: 3 clusters Score -1514617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1514626.500000 Penalty: 3278.955811
	Iteration 38Q: 3 clusters Score -1514626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1514630.750000 Penalty: 3278.955811
	Iteration 39Q: 3 clusters Score -1514631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1514633.125000 Penalty: 3278.955811
	Iteration 40F: 3 clusters Score -1514633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1514632.375000 Penalty: 3278.955811
	Iteration 41Q: 3 clusters Score -1514632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1514631.500000 Penalty: 3278.955811
	Iteration 42Q: 3 clusters Score -1514632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1514632.750000 Penalty: 3278.955811
	Iteration 43Q: 3 clusters Score -1514633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1514635.875000 Penalty: 3278.955811
	Iteration 44Q: 3 clusters Score -1514636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1514635.250000 Penalty: 3278.955811
	Iteration 45Q: 3 clusters Score -1514635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1514638.250000 Penalty: 3278.955811
	Iteration 46Q: 3 clusters Score -1514638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1514636.750000 Penalty: 3278.955811
	Iteration 47Q: 3 clusters Score -1514637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1514637.125000 Penalty: 3278.955811
	Iteration 48Q: 3 clusters Score -1514637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1514638.750000 Penalty: 3278.955811
	Iteration 49Q: 3 clusters Score -1514639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1514640.125000 Penalty: 3278.955811
	Iteration 50Q: 3 clusters Score -1514640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1514641.375000 Penalty: 3278.955811
	Iteration 51Q: 3 clusters Score -1514641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1514639.500000 Penalty: 3278.955811
	Iteration 52Q: 3 clusters Score -1514640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1514639.500000 Penalty: 3278.955811
	Iteration 53F: 3 clusters Score -1514640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Entering Unmasked Estep 
Score: -1811830.875000 Penalty: 1673.369141
	Iteration 0F: 2 clusters Score -1811831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1791733.250000 Penalty: 3346.738281
	Iteration 0F: 3 clusters Score -1791733 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1799551.375000 Penalty: 3346.738281
	Iteration 1F: 3 clusters Score -1799551 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1799892.750000 Penalty: 3346.738281
	Iteration 2Q: 3 clusters Score -1799893 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1800240.250000 Penalty: 3346.738281
	Iteration 3Q: 3 clusters Score -1800240 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1800633.750000 Penalty: 3346.738281
	Iteration 4Q: 3 clusters Score -1800634 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1801179.875000 Penalty: 3346.738281
	Iteration 5Q: 3 clusters Score -1801180 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1801971.375000 Penalty: 3346.738281
	Iteration 6F: 3 clusters Score -1801971 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1803066.000000 Penalty: 3346.738281
	Iteration 7F: 3 clusters Score -1803066 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1804469.250000 Penalty: 3346.738281
	Iteration 8F: 3 clusters Score -1804469 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1806100.750000 Penalty: 3346.738281
	Iteration 9F: 3 clusters Score -1806101 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1807677.500000 Penalty: 3346.738281
	Iteration 10F: 3 clusters Score -1807678 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1808870.125000 Penalty: 3346.738281
	Iteration 11Q: 3 clusters Score -1808870 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1809635.500000 Penalty: 3346.738281
	Iteration 12Q: 3 clusters Score -1809636 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1810037.000000 Penalty: 3346.738281
	Iteration 13Q: 3 clusters Score -1810037 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1810211.250000 Penalty: 3346.738281
	Iteration 14Q: 3 clusters Score -1810211 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1810323.875000 Penalty: 3346.738281
	Iteration 15Q: 3 clusters Score -1810324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1810382.625000 Penalty: 3346.738281
	Iteration 16Q: 3 clusters Score -1810383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1810412.250000 Penalty: 3346.738281
	Iteration 17Q: 3 clusters Score -1810412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1810433.500000 Penalty: 3346.738281
	Iteration 18Q: 3 clusters Score -1810434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1810450.750000 Penalty: 3346.738281
	Iteration 19Q: 3 clusters Score -1810451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1810462.125000 Penalty: 3346.738281
	Iteration 20F: 3 clusters Score -1810462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1810469.000000 Penalty: 3346.738281
	Iteration 21Q: 3 clusters Score -1810469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1810472.500000 Penalty: 3346.738281
	Iteration 22Q: 3 clusters Score -1810472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1810480.125000 Penalty: 3346.738281
	Iteration 23Q: 3 clusters Score -1810480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1810483.250000 Penalty: 3346.738281
	Iteration 24Q: 3 clusters Score -1810483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1810487.625000 Penalty: 3346.738281
	Iteration 25Q: 3 clusters Score -1810488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1810487.375000 Penalty: 3346.738281
	Iteration 26Q: 3 clusters Score -1810487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1810490.125000 Penalty: 3346.738281
	Iteration 27Q: 3 clusters Score -1810490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1810494.000000 Penalty: 3346.738281
	Iteration 28Q: 3 clusters Score -1810494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1810496.875000 Penalty: 3346.738281
	Iteration 29Q: 3 clusters Score -1810497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1810497.625000 Penalty: 3346.738281
	Iteration 30Q: 3 clusters Score -1810498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1810499.375000 Penalty: 3346.738281
	Iteration 31Q: 3 clusters Score -1810499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1810499.375000 Penalty: 3346.738281
	Iteration 32F: 3 clusters Score -1810499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Entering Unmasked Estep 
Score: -1203189.625000 Penalty: 1602.191528
	Iteration 0F: 2 clusters Score -1203190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1190082.000000 Penalty: 3204.383057
	Iteration 0F: 3 clusters Score -1190082 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1194840.750000 Penalty: 3204.383057
	Iteration 1F: 3 clusters Score -1194841 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1195391.000000 Penalty: 3204.383057
	Iteration 2F: 3 clusters Score -1195391 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1195962.875000 Penalty: 3204.383057
	Iteration 3F: 3 clusters Score -1195963 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1196614.750000 Penalty: 3204.383057
	Iteration 4F: 3 clusters Score -1196615 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1197351.875000 Penalty: 3204.383057
	Iteration 5F: 3 clusters Score -1197352 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1198112.750000 Penalty: 3204.383057
	Iteration 6F: 3 clusters Score -1198113 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1198859.250000 Penalty: 3204.383057
	Iteration 7F: 3 clusters Score -1198859 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1199571.250000 Penalty: 3204.383057
	Iteration 8Q: 3 clusters Score -1199571 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1200056.625000 Penalty: 3204.383057
	Iteration 9Q: 3 clusters Score -1200057 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1200306.875000 Penalty: 3204.383057
	Iteration 10Q: 3 clusters Score -1200307 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1200423.000000 Penalty: 3204.383057
	Iteration 11Q: 3 clusters Score -1200423 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1200498.875000 Penalty: 3204.383057
	Iteration 12Q: 3 clusters Score -1200499 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1200573.000000 Penalty: 3204.383057
	Iteration 13Q: 3 clusters Score -1200573 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1200642.500000 Penalty: 3204.383057
	Iteration 14Q: 3 clusters Score -1200642 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1200711.750000 Penalty: 3204.383057
	Iteration 15Q: 3 clusters Score -1200712 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1200767.125000 Penalty: 3204.383057
	Iteration 16Q: 3 clusters Score -1200767 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1200833.500000 Penalty: 3204.383057
	Iteration 17Q: 3 clusters Score -1200834 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1200882.625000 Penalty: 3204.383057
	Iteration 18Q: 3 clusters Score -1200883 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1200926.375000 Penalty: 3204.383057
	Iteration 19Q: 3 clusters Score -1200926 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1200980.125000 Penalty: 3204.383057
	Iteration 20F: 3 clusters Score -1200980 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1201039.625000 Penalty: 3204.383057
	Iteration 21Q: 3 clusters Score -1201040 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1201100.625000 Penalty: 3204.383057
	Iteration 22Q: 3 clusters Score -1201101 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1201172.750000 Penalty: 3204.383057
	Iteration 23Q: 3 clusters Score -1201173 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1201257.000000 Penalty: 3204.383057
	Iteration 24Q: 3 clusters Score -1201257 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1201318.750000 Penalty: 3204.383057
	Iteration 25Q: 3 clusters Score -1201319 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1201371.750000 Penalty: 3204.383057
	Iteration 26Q: 3 clusters Score -1201372 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1201420.375000 Penalty: 3204.383057
	Iteration 27Q: 3 clusters Score -1201420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1201461.500000 Penalty: 3204.383057
	Iteration 28Q: 3 clusters Score -1201462 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1201499.125000 Penalty: 3204.383057
	Iteration 29Q: 3 clusters Score -1201499 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1201531.875000 Penalty: 3204.383057
	Iteration 30Q: 3 clusters Score -1201532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1201562.125000 Penalty: 3204.383057
	Iteration 31Q: 3 clusters Score -1201562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1201587.250000 Penalty: 3204.383057
	Iteration 32Q: 3 clusters Score -1201587 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1201614.875000 Penalty: 3204.383057
	Iteration 33Q: 3 clusters Score -1201615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1201635.875000 Penalty: 3204.383057
	Iteration 34Q: 3 clusters Score -1201636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1201655.250000 Penalty: 3204.383057
	Iteration 35Q: 3 clusters Score -1201655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1201671.875000 Penalty: 3204.383057
	Iteration 36Q: 3 clusters Score -1201672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1201682.500000 Penalty: 3204.383057
	Iteration 37Q: 3 clusters Score -1201682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1201694.625000 Penalty: 3204.383057
	Iteration 38Q: 3 clusters Score -1201695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1201702.375000 Penalty: 3204.383057
	Iteration 39Q: 3 clusters Score -1201702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1201715.000000 Penalty: 3204.383057
	Iteration 40F: 3 clusters Score -1201715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1201729.500000 Penalty: 3204.383057
	Iteration 41Q: 3 clusters Score -1201730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1201735.000000 Penalty: 3204.383057
	Iteration 42Q: 3 clusters Score -1201735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1201741.375000 Penalty: 3204.383057
	Iteration 43Q: 3 clusters Score -1201741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1201746.500000 Penalty: 3204.383057
	Iteration 44Q: 3 clusters Score -1201746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1201757.000000 Penalty: 3204.383057
	Iteration 45Q: 3 clusters Score -1201757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1201764.250000 Penalty: 3204.383057
	Iteration 46Q: 3 clusters Score -1201764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1201772.500000 Penalty: 3204.383057
	Iteration 47Q: 3 clusters Score -1201772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1201783.875000 Penalty: 3204.383057
	Iteration 48Q: 3 clusters Score -1201784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1201792.500000 Penalty: 3204.383057
	Iteration 49Q: 3 clusters Score -1201792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1201800.875000 Penalty: 3204.383057
	Iteration 50Q: 3 clusters Score -1201801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1201808.500000 Penalty: 3204.383057
	Iteration 51Q: 3 clusters Score -1201808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1201814.625000 Penalty: 3204.383057
	Iteration 52Q: 3 clusters Score -1201815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1201821.750000 Penalty: 3204.383057
	Iteration 53Q: 3 clusters Score -1201822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1201827.625000 Penalty: 3204.383057
	Iteration 54Q: 3 clusters Score -1201828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1201828.125000 Penalty: 3204.383057
	Iteration 55Q: 3 clusters Score -1201828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1201830.250000 Penalty: 3204.383057
	Iteration 56Q: 3 clusters Score -1201830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1201832.625000 Penalty: 3204.383057
	Iteration 57Q: 3 clusters Score -1201833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1201830.375000 Penalty: 3204.383057
	Iteration 58Q: 3 clusters Score -1201830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1201832.250000 Penalty: 3204.383057
	Iteration 59Q: 3 clusters Score -1201832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1201832.625000 Penalty: 3204.383057
	Iteration 60F: 3 clusters Score -1201833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1201834.250000 Penalty: 3204.383057
	Iteration 61Q: 3 clusters Score -1201834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1201835.875000 Penalty: 3204.383057
	Iteration 62Q: 3 clusters Score -1201836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1201835.625000 Penalty: 3204.383057
	Iteration 63Q: 3 clusters Score -1201836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1201837.000000 Penalty: 3204.383057
	Iteration 64Q: 3 clusters Score -1201837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1201835.750000 Penalty: 3204.383057
	Iteration 65Q: 3 clusters Score -1201836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1201836.250000 Penalty: 3204.383057
	Iteration 66Q: 3 clusters Score -1201836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1201838.250000 Penalty: 3204.383057
	Iteration 67Q: 3 clusters Score -1201838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1201840.500000 Penalty: 3204.383057
	Iteration 68Q: 3 clusters Score -1201840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1201840.000000 Penalty: 3204.383057
	Iteration 69Q: 3 clusters Score -1201840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1201842.625000 Penalty: 3204.383057
	Iteration 70Q: 3 clusters Score -1201843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1201844.500000 Penalty: 3204.383057
	Iteration 71Q: 3 clusters Score -1201844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1201844.500000 Penalty: 3204.383057
	Iteration 72Q: 3 clusters Score -1201844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1201847.250000 Penalty: 3204.383057
	Iteration 73Q: 3 clusters Score -1201847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1201847.375000 Penalty: 3204.383057
	Iteration 74Q: 3 clusters Score -1201847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1201846.750000 Penalty: 3204.383057
	Iteration 75Q: 3 clusters Score -1201847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1201848.125000 Penalty: 3204.383057
	Iteration 76Q: 3 clusters Score -1201848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1201848.125000 Penalty: 3204.383057
	Iteration 77F: 3 clusters Score -1201848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Entering Unmasked Estep 
Score: -6268042.000000 Penalty: 1873.396240
	Iteration 0F: 2 clusters Score -6268042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -6199956.500000 Penalty: 3746.792480
	Iteration 0F: 3 clusters Score -6199956 nChanged 48543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -6227707.000000 Penalty: 3746.792480
	Iteration 1F: 3 clusters Score -6227707 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -6228223.000000 Penalty: 3746.792480
	Iteration 2Q: 3 clusters Score -6228223 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -6228807.000000 Penalty: 3746.792480
	Iteration 3Q: 3 clusters Score -6228807 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -6229522.000000 Penalty: 3746.792480
	Iteration 4Q: 3 clusters Score -6229522 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -6230640.500000 Penalty: 3746.792480
	Iteration 5Q: 3 clusters Score -6230640 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -6232497.500000 Penalty: 3746.792480
	Iteration 6Q: 3 clusters Score -6232498 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -6235920.500000 Penalty: 3746.792480
	Iteration 7F: 3 clusters Score -6235920 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -6241716.500000 Penalty: 3746.792480
	Iteration 8F: 3 clusters Score -6241716 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -6249464.000000 Penalty: 3746.792480
	Iteration 9F: 3 clusters Score -6249464 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -6257350.500000 Penalty: 3746.792480
	Iteration 10F: 3 clusters Score -6257350 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -6262795.000000 Penalty: 3746.792480
	Iteration 11F: 3 clusters Score -6262795 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -6265210.500000 Penalty: 3746.792480
	Iteration 12Q: 3 clusters Score -6265210 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -6265978.500000 Penalty: 3746.792480
	Iteration 13Q: 3 clusters Score -6265978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -6266220.500000 Penalty: 3746.792480
	Iteration 14Q: 3 clusters Score -6266220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 101385 members 
Entering Unmasked Estep 
Score: -6266302.000000 Penalty: 3746.792480
	Iteration 15Q: 3 clusters Score -6266302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -6266358.500000 Penalty: 3746.792480
	Iteration 16Q: 3 clusters Score -6266358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -6266369.000000 Penalty: 3746.792480
	Iteration 17Q: 3 clusters Score -6266369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 101424 members 
Entering Unmasked Estep 
Score: -6266384.000000 Penalty: 3746.792480
	Iteration 18Q: 3 clusters Score -6266384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -6266390.500000 Penalty: 3746.792480
	Iteration 19Q: 3 clusters Score -6266390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -6266390.500000 Penalty: 3746.792480
	Iteration 20F: 3 clusters Score -6266390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Entering Unmasked Estep 
Score: -167798.250000 Penalty: 1304.676880
	Iteration 0F: 2 clusters Score -167798.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -165075.484375 Penalty: 2609.353760
	Iteration 0F: 3 clusters Score -165075.5 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -165893.625000 Penalty: 2609.353760
	Iteration 1F: 3 clusters Score -165893.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -166188.187500 Penalty: 2609.353760
	Iteration 2F: 3 clusters Score -166188.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -166404.234375 Penalty: 2609.353760
	Iteration 3F: 3 clusters Score -166404.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -166560.171875 Penalty: 2609.353760
	Iteration 4F: 3 clusters Score -166560.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -166658.734375 Penalty: 2609.353760
	Iteration 5Q: 3 clusters Score -166658.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -166743.781250 Penalty: 2609.353760
	Iteration 6Q: 3 clusters Score -166743.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -166806.296875 Penalty: 2609.353760
	Iteration 7Q: 3 clusters Score -166806.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -166840.890625 Penalty: 2609.353760
	Iteration 8Q: 3 clusters Score -166840.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -166864.656250 Penalty: 2609.353760
	Iteration 9Q: 3 clusters Score -166864.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -166889.046875 Penalty: 2609.353760
	Iteration 10Q: 3 clusters Score -166889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -166914.171875 Penalty: 2609.353760
	Iteration 11Q: 3 clusters Score -166914.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -166936.578125 Penalty: 2609.353760
	Iteration 12Q: 3 clusters Score -166936.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -166961.968750 Penalty: 2609.353760
	Iteration 13Q: 3 clusters Score -166962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -166989.812500 Penalty: 2609.353760
	Iteration 14Q: 3 clusters Score -166989.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -167013.421875 Penalty: 2609.353760
	Iteration 15Q: 3 clusters Score -167013.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -167035.265625 Penalty: 2609.353760
	Iteration 16Q: 3 clusters Score -167035.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -167060.171875 Penalty: 2609.353760
	Iteration 17Q: 3 clusters Score -167060.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -167076.609375 Penalty: 2609.353760
	Iteration 18Q: 3 clusters Score -167076.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -167084.750000 Penalty: 2609.353760
	Iteration 19Q: 3 clusters Score -167084.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -167092.312500 Penalty: 2609.353760
	Iteration 20F: 3 clusters Score -167092.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -167099.156250 Penalty: 2609.353760
	Iteration 21Q: 3 clusters Score -167099.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -167104.937500 Penalty: 2609.353760
	Iteration 22Q: 3 clusters Score -167104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -167108.875000 Penalty: 2609.353760
	Iteration 23Q: 3 clusters Score -167108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -167121.828125 Penalty: 2609.353760
	Iteration 24Q: 3 clusters Score -167121.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -167132.453125 Penalty: 2609.353760
	Iteration 25Q: 3 clusters Score -167132.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -167138.843750 Penalty: 2609.353760
	Iteration 26Q: 3 clusters Score -167138.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -167143.984375 Penalty: 2609.353760
	Iteration 27Q: 3 clusters Score -167144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -167150.031250 Penalty: 2609.353760
	Iteration 28Q: 3 clusters Score -167150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -167152.890625 Penalty: 2609.353760
	Iteration 29Q: 3 clusters Score -167152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -167155.687500 Penalty: 2609.353760
	Iteration 30Q: 3 clusters Score -167155.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -167158.250000 Penalty: 2609.353760
	Iteration 31Q: 3 clusters Score -167158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -167159.531250 Penalty: 2609.353760
	Iteration 32Q: 3 clusters Score -167159.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -167160.640625 Penalty: 2609.353760
	Iteration 33Q: 3 clusters Score -167160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -167161.625000 Penalty: 2609.353760
	Iteration 34Q: 3 clusters Score -167161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -167163.812500 Penalty: 2609.353760
	Iteration 35Q: 3 clusters Score -167163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -167164.250000 Penalty: 2609.353760
	Iteration 36Q: 3 clusters Score -167164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -167166.046875 Penalty: 2609.353760
	Iteration 37Q: 3 clusters Score -167166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -167167.171875 Penalty: 2609.353760
	Iteration 38Q: 3 clusters Score -167167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -167167.031250 Penalty: 2609.353760
	Iteration 39Q: 3 clusters Score -167167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -167167.250000 Penalty: 2609.353760
	Iteration 40F: 3 clusters Score -167167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -167167.437500 Penalty: 2609.353760
	Iteration 41Q: 3 clusters Score -167167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -167167.937500 Penalty: 2609.353760
	Iteration 42Q: 3 clusters Score -167167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -167167.937500 Penalty: 2609.353760
	Iteration 43F: 3 clusters Score -167167.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -60159.957031 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -60159.96 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 558 members 
Entering Unmasked Estep 
Score: -58693.457031 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -58693.46 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -58953.808594 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -58953.81 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -59039.257812 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -59039.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -59082.343750 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -59082.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -59107.492188 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -59107.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -59121.082031 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -59121.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -59129.515625 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -59129.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -59138.843750 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -59138.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -59143.324219 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -59143.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -59151.597656 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -59151.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -59156.683594 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -59156.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -59161.824219 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -59161.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -59165.941406 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -59165.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -59171.285156 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -59171.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59174.390625 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -59174.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -59182.269531 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -59182.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -59190.078125 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -59190.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -59196.023438 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -59196.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -59199.941406 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -59199.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -59200.769531 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -59200.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -59203.167969 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -59203.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -59205.855469 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -59205.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -59211.656250 Penalty: 2268.826904
	Iteration 22Q: 3 clusters Score -59211.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -59220.722656 Penalty: 2268.826904
	Iteration 23Q: 3 clusters Score -59220.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -59223.988281 Penalty: 2268.826904
	Iteration 24Q: 3 clusters Score -59223.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -59224.761719 Penalty: 2268.826904
	Iteration 25Q: 3 clusters Score -59224.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -59226.003906 Penalty: 2268.826904
	Iteration 26Q: 3 clusters Score -59226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -59226.656250 Penalty: 2268.826904
	Iteration 27Q: 3 clusters Score -59226.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -59228.210938 Penalty: 2268.826904
	Iteration 28Q: 3 clusters Score -59228.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -59229.773438 Penalty: 2268.826904
	Iteration 29Q: 3 clusters Score -59229.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -59230.378906 Penalty: 2268.826904
	Iteration 30Q: 3 clusters Score -59230.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -59230.917969 Penalty: 2268.826904
	Iteration 31Q: 3 clusters Score -59230.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -59230.917969 Penalty: 2268.826904
	Iteration 32F: 3 clusters Score -59230.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Entering Unmasked Estep 
Score: -499284.406250 Penalty: 1467.630493
	Iteration 0F: 2 clusters Score -499284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -493132.500000 Penalty: 2935.260986
	Iteration 0F: 3 clusters Score -493132.5 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -495097.906250 Penalty: 2935.260986
	Iteration 1F: 3 clusters Score -495097.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -495377.406250 Penalty: 2935.260986
	Iteration 2F: 3 clusters Score -495377.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -495657.843750 Penalty: 2935.260986
	Iteration 3F: 3 clusters Score -495657.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -495969.625000 Penalty: 2935.260986
	Iteration 4F: 3 clusters Score -495969.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -496320.562500 Penalty: 2935.260986
	Iteration 5F: 3 clusters Score -496320.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -496656.531250 Penalty: 2935.260986
	Iteration 6F: 3 clusters Score -496656.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -496974.500000 Penalty: 2935.260986
	Iteration 7Q: 3 clusters Score -496974.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -497252.656250 Penalty: 2935.260986
	Iteration 8Q: 3 clusters Score -497252.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -497447.781250 Penalty: 2935.260986
	Iteration 9Q: 3 clusters Score -497447.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -497564.781250 Penalty: 2935.260986
	Iteration 10Q: 3 clusters Score -497564.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -497642.968750 Penalty: 2935.260986
	Iteration 11Q: 3 clusters Score -497643 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -497710.250000 Penalty: 2935.260986
	Iteration 12Q: 3 clusters Score -497710.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -497767.562500 Penalty: 2935.260986
	Iteration 13Q: 3 clusters Score -497767.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -497811.968750 Penalty: 2935.260986
	Iteration 14Q: 3 clusters Score -497812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -497851.875000 Penalty: 2935.260986
	Iteration 15Q: 3 clusters Score -497851.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -497877.187500 Penalty: 2935.260986
	Iteration 16Q: 3 clusters Score -497877.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -497907.531250 Penalty: 2935.260986
	Iteration 17Q: 3 clusters Score -497907.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -497935.250000 Penalty: 2935.260986
	Iteration 18Q: 3 clusters Score -497935.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -497958.062500 Penalty: 2935.260986
	Iteration 19Q: 3 clusters Score -497958.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -497969.906250 Penalty: 2935.260986
	Iteration 20F: 3 clusters Score -497969.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -497984.718750 Penalty: 2935.260986
	Iteration 21Q: 3 clusters Score -497984.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -497999.625000 Penalty: 2935.260986
	Iteration 22Q: 3 clusters Score -497999.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -498010.625000 Penalty: 2935.260986
	Iteration 23Q: 3 clusters Score -498010.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -498017.750000 Penalty: 2935.260986
	Iteration 24Q: 3 clusters Score -498017.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -498023.750000 Penalty: 2935.260986
	Iteration 25Q: 3 clusters Score -498023.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -498027.687500 Penalty: 2935.260986
	Iteration 26Q: 3 clusters Score -498027.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -498030.312500 Penalty: 2935.260986
	Iteration 27Q: 3 clusters Score -498030.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -498032.250000 Penalty: 2935.260986
	Iteration 28Q: 3 clusters Score -498032.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -498034.281250 Penalty: 2935.260986
	Iteration 29Q: 3 clusters Score -498034.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -498043.312500 Penalty: 2935.260986
	Iteration 30Q: 3 clusters Score -498043.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -498048.125000 Penalty: 2935.260986
	Iteration 31Q: 3 clusters Score -498048.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -498053.156250 Penalty: 2935.260986
	Iteration 32Q: 3 clusters Score -498053.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -498055.312500 Penalty: 2935.260986
	Iteration 33Q: 3 clusters Score -498055.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -498060.093750 Penalty: 2935.260986
	Iteration 34Q: 3 clusters Score -498060.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -498061.468750 Penalty: 2935.260986
	Iteration 35Q: 3 clusters Score -498061.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -498065.500000 Penalty: 2935.260986
	Iteration 36Q: 3 clusters Score -498065.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -498067.500000 Penalty: 2935.260986
	Iteration 37Q: 3 clusters Score -498067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -498071.062500 Penalty: 2935.260986
	Iteration 38Q: 3 clusters Score -498071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -498072.875000 Penalty: 2935.260986
	Iteration 39Q: 3 clusters Score -498072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -498073.531250 Penalty: 2935.260986
	Iteration 40F: 3 clusters Score -498073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -498073.187500 Penalty: 2935.260986
	Iteration 41Q: 3 clusters Score -498073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -498074.562500 Penalty: 2935.260986
	Iteration 42Q: 3 clusters Score -498074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -498075.468750 Penalty: 2935.260986
	Iteration 43Q: 3 clusters Score -498075.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -498075.468750 Penalty: 2935.260986
	Iteration 44F: 3 clusters Score -498075.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -137228.703125 Penalty: 1246.141113
	Iteration 0F: 2 clusters Score -137228.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -135020.609375 Penalty: 2492.282227
	Iteration 0F: 3 clusters Score -135020.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -135490.015625 Penalty: 2492.282227
	Iteration 1F: 3 clusters Score -135490 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -135590.343750 Penalty: 2492.282227
	Iteration 2F: 3 clusters Score -135590.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -135650.015625 Penalty: 2492.282227
	Iteration 3Q: 3 clusters Score -135650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -135688.703125 Penalty: 2492.282227
	Iteration 4Q: 3 clusters Score -135688.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -135712.875000 Penalty: 2492.282227
	Iteration 5Q: 3 clusters Score -135712.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -135732.671875 Penalty: 2492.282227
	Iteration 6Q: 3 clusters Score -135732.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -135750.437500 Penalty: 2492.282227
	Iteration 7Q: 3 clusters Score -135750.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -135766.093750 Penalty: 2492.282227
	Iteration 8Q: 3 clusters Score -135766.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -135780.140625 Penalty: 2492.282227
	Iteration 9Q: 3 clusters Score -135780.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -135787.906250 Penalty: 2492.282227
	Iteration 10Q: 3 clusters Score -135787.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -135794.218750 Penalty: 2492.282227
	Iteration 11Q: 3 clusters Score -135794.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -135801.828125 Penalty: 2492.282227
	Iteration 12Q: 3 clusters Score -135801.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -135807.515625 Penalty: 2492.282227
	Iteration 13Q: 3 clusters Score -135807.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -135812.375000 Penalty: 2492.282227
	Iteration 14Q: 3 clusters Score -135812.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135815.812500 Penalty: 2492.282227
	Iteration 15Q: 3 clusters Score -135815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -135820.015625 Penalty: 2492.282227
	Iteration 16Q: 3 clusters Score -135820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -135822.968750 Penalty: 2492.282227
	Iteration 17Q: 3 clusters Score -135823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -135829.781250 Penalty: 2492.282227
	Iteration 18Q: 3 clusters Score -135829.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -135838.546875 Penalty: 2492.282227
	Iteration 19Q: 3 clusters Score -135838.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -135846.750000 Penalty: 2492.282227
	Iteration 20F: 3 clusters Score -135846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -135852.796875 Penalty: 2492.282227
	Iteration 21Q: 3 clusters Score -135852.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -135857.171875 Penalty: 2492.282227
	Iteration 22Q: 3 clusters Score -135857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -135860.171875 Penalty: 2492.282227
	Iteration 23Q: 3 clusters Score -135860.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135864.781250 Penalty: 2492.282227
	Iteration 24Q: 3 clusters Score -135864.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135871.406250 Penalty: 2492.282227
	Iteration 25Q: 3 clusters Score -135871.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -135878.843750 Penalty: 2492.282227
	Iteration 26Q: 3 clusters Score -135878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -135883.609375 Penalty: 2492.282227
	Iteration 27Q: 3 clusters Score -135883.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -135888.359375 Penalty: 2492.282227
	Iteration 28Q: 3 clusters Score -135888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -135890.218750 Penalty: 2492.282227
	Iteration 29Q: 3 clusters Score -135890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135892.125000 Penalty: 2492.282227
	Iteration 30Q: 3 clusters Score -135892.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -135897.593750 Penalty: 2492.282227
	Iteration 31Q: 3 clusters Score -135897.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -135902.203125 Penalty: 2492.282227
	Iteration 32Q: 3 clusters Score -135902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135908.296875 Penalty: 2492.282227
	Iteration 33Q: 3 clusters Score -135908.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -135916.156250 Penalty: 2492.282227
	Iteration 34Q: 3 clusters Score -135916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135922.281250 Penalty: 2492.282227
	Iteration 35Q: 3 clusters Score -135922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135926.156250 Penalty: 2492.282227
	Iteration 36Q: 3 clusters Score -135926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -135930.062500 Penalty: 2492.282227
	Iteration 37Q: 3 clusters Score -135930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -135932.781250 Penalty: 2492.282227
	Iteration 38Q: 3 clusters Score -135932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -135934.984375 Penalty: 2492.282227
	Iteration 39Q: 3 clusters Score -135935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135939.015625 Penalty: 2492.282227
	Iteration 40F: 3 clusters Score -135939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -135944.328125 Penalty: 2492.282227
	Iteration 41Q: 3 clusters Score -135944.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135947.640625 Penalty: 2492.282227
	Iteration 42Q: 3 clusters Score -135947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -135950.734375 Penalty: 2492.282227
	Iteration 43Q: 3 clusters Score -135950.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135954.734375 Penalty: 2492.282227
	Iteration 44Q: 3 clusters Score -135954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -135960.015625 Penalty: 2492.282227
	Iteration 45Q: 3 clusters Score -135960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135964.406250 Penalty: 2492.282227
	Iteration 46Q: 3 clusters Score -135964.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135968.328125 Penalty: 2492.282227
	Iteration 47Q: 3 clusters Score -135968.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135973.343750 Penalty: 2492.282227
	Iteration 48Q: 3 clusters Score -135973.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135977.859375 Penalty: 2492.282227
	Iteration 49Q: 3 clusters Score -135977.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135983.375000 Penalty: 2492.282227
	Iteration 50Q: 3 clusters Score -135983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135988.515625 Penalty: 2492.282227
	Iteration 51Q: 3 clusters Score -135988.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135995.031250 Penalty: 2492.282227
	Iteration 52Q: 3 clusters Score -135995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135998.421875 Penalty: 2492.282227
	Iteration 53Q: 3 clusters Score -135998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136001.265625 Penalty: 2492.282227
	Iteration 54Q: 3 clusters Score -136001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136002.906250 Penalty: 2492.282227
	Iteration 55Q: 3 clusters Score -136002.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136006.984375 Penalty: 2492.282227
	Iteration 56Q: 3 clusters Score -136007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136008.890625 Penalty: 2492.282227
	Iteration 57Q: 3 clusters Score -136008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136010.312500 Penalty: 2492.282227
	Iteration 58Q: 3 clusters Score -136010.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136010.656250 Penalty: 2492.282227
	Iteration 59Q: 3 clusters Score -136010.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136011.093750 Penalty: 2492.282227
	Iteration 60F: 3 clusters Score -136011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136012.546875 Penalty: 2492.282227
	Iteration 61Q: 3 clusters Score -136012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136014.562500 Penalty: 2492.282227
	Iteration 62Q: 3 clusters Score -136014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136017.000000 Penalty: 2492.282227
	Iteration 63Q: 3 clusters Score -136017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136018.875000 Penalty: 2492.282227
	Iteration 64Q: 3 clusters Score -136018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136020.937500 Penalty: 2492.282227
	Iteration 65Q: 3 clusters Score -136020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136023.750000 Penalty: 2492.282227
	Iteration 66Q: 3 clusters Score -136023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -136024.187500 Penalty: 2492.282227
	Iteration 67Q: 3 clusters Score -136024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -136024.187500 Penalty: 2492.282227
	Iteration 68F: 3 clusters Score -136024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Entering Unmasked Estep 
Score: -314324.437500 Penalty: 1379.328613
	Iteration 0F: 2 clusters Score -314324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -310451.031250 Penalty: 2758.657227
	Iteration 0F: 3 clusters Score -310451 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -311457.750000 Penalty: 2758.657227
	Iteration 1F: 3 clusters Score -311457.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -311602.187500 Penalty: 2758.657227
	Iteration 2F: 3 clusters Score -311602.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -311696.812500 Penalty: 2758.657227
	Iteration 3Q: 3 clusters Score -311696.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -311767.843750 Penalty: 2758.657227
	Iteration 4Q: 3 clusters Score -311767.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -311819.687500 Penalty: 2758.657227
	Iteration 5Q: 3 clusters Score -311819.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -311857.468750 Penalty: 2758.657227
	Iteration 6Q: 3 clusters Score -311857.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -311885.812500 Penalty: 2758.657227
	Iteration 7Q: 3 clusters Score -311885.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -311915.312500 Penalty: 2758.657227
	Iteration 8Q: 3 clusters Score -311915.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -311947.750000 Penalty: 2758.657227
	Iteration 9Q: 3 clusters Score -311947.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -311969.281250 Penalty: 2758.657227
	Iteration 10Q: 3 clusters Score -311969.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -311988.218750 Penalty: 2758.657227
	Iteration 11Q: 3 clusters Score -311988.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -312009.312500 Penalty: 2758.657227
	Iteration 12Q: 3 clusters Score -312009.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -312024.781250 Penalty: 2758.657227
	Iteration 13Q: 3 clusters Score -312024.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -312040.843750 Penalty: 2758.657227
	Iteration 14Q: 3 clusters Score -312040.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -312052.656250 Penalty: 2758.657227
	Iteration 15Q: 3 clusters Score -312052.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -312061.531250 Penalty: 2758.657227
	Iteration 16Q: 3 clusters Score -312061.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -312068.031250 Penalty: 2758.657227
	Iteration 17Q: 3 clusters Score -312068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -312076.531250 Penalty: 2758.657227
	Iteration 18Q: 3 clusters Score -312076.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -312084.875000 Penalty: 2758.657227
	Iteration 19Q: 3 clusters Score -312084.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -312093.218750 Penalty: 2758.657227
	Iteration 20F: 3 clusters Score -312093.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -312100.687500 Penalty: 2758.657227
	Iteration 21Q: 3 clusters Score -312100.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -312109.281250 Penalty: 2758.657227
	Iteration 22Q: 3 clusters Score -312109.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -312120.437500 Penalty: 2758.657227
	Iteration 23Q: 3 clusters Score -312120.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -312134.968750 Penalty: 2758.657227
	Iteration 24Q: 3 clusters Score -312135 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -312151.031250 Penalty: 2758.657227
	Iteration 25Q: 3 clusters Score -312151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -312164.562500 Penalty: 2758.657227
	Iteration 26Q: 3 clusters Score -312164.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -312180.000000 Penalty: 2758.657227
	Iteration 27Q: 3 clusters Score -312180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -312193.125000 Penalty: 2758.657227
	Iteration 28Q: 3 clusters Score -312193.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -312205.156250 Penalty: 2758.657227
	Iteration 29Q: 3 clusters Score -312205.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -312221.250000 Penalty: 2758.657227
	Iteration 30Q: 3 clusters Score -312221.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -312237.812500 Penalty: 2758.657227
	Iteration 31Q: 3 clusters Score -312237.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -312258.000000 Penalty: 2758.657227
	Iteration 32Q: 3 clusters Score -312258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -312281.406250 Penalty: 2758.657227
	Iteration 33Q: 3 clusters Score -312281.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -312307.312500 Penalty: 2758.657227
	Iteration 34Q: 3 clusters Score -312307.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -312340.375000 Penalty: 2758.657227
	Iteration 35Q: 3 clusters Score -312340.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -312378.031250 Penalty: 2758.657227
	Iteration 36Q: 3 clusters Score -312378 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -312426.656250 Penalty: 2758.657227
	Iteration 37Q: 3 clusters Score -312426.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -312464.187500 Penalty: 2758.657227
	Iteration 38Q: 3 clusters Score -312464.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -312489.062500 Penalty: 2758.657227
	Iteration 39Q: 3 clusters Score -312489.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -312508.437500 Penalty: 2758.657227
	Iteration 40F: 3 clusters Score -312508.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -312535.718750 Penalty: 2758.657227
	Iteration 41Q: 3 clusters Score -312535.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -312567.156250 Penalty: 2758.657227
	Iteration 42Q: 3 clusters Score -312567.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -312593.750000 Penalty: 2758.657227
	Iteration 43Q: 3 clusters Score -312593.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -312615.281250 Penalty: 2758.657227
	Iteration 44Q: 3 clusters Score -312615.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -312632.531250 Penalty: 2758.657227
	Iteration 45Q: 3 clusters Score -312632.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -312646.218750 Penalty: 2758.657227
	Iteration 46Q: 3 clusters Score -312646.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -312662.375000 Penalty: 2758.657227
	Iteration 47Q: 3 clusters Score -312662.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -312677.781250 Penalty: 2758.657227
	Iteration 48Q: 3 clusters Score -312677.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -312687.500000 Penalty: 2758.657227
	Iteration 49Q: 3 clusters Score -312687.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -312694.906250 Penalty: 2758.657227
	Iteration 50Q: 3 clusters Score -312694.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -312698.718750 Penalty: 2758.657227
	Iteration 51Q: 3 clusters Score -312698.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -312702.812500 Penalty: 2758.657227
	Iteration 52Q: 3 clusters Score -312702.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -312707.125000 Penalty: 2758.657227
	Iteration 53Q: 3 clusters Score -312707.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -312709.156250 Penalty: 2758.657227
	Iteration 54Q: 3 clusters Score -312709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -312710.875000 Penalty: 2758.657227
	Iteration 55Q: 3 clusters Score -312710.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -312714.375000 Penalty: 2758.657227
	Iteration 56Q: 3 clusters Score -312714.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -312717.875000 Penalty: 2758.657227
	Iteration 57Q: 3 clusters Score -312717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -312718.437500 Penalty: 2758.657227
	Iteration 58Q: 3 clusters Score -312718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -312720.343750 Penalty: 2758.657227
	Iteration 59Q: 3 clusters Score -312720.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -312721.406250 Penalty: 2758.657227
	Iteration 60F: 3 clusters Score -312721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -312722.500000 Penalty: 2758.657227
	Iteration 61Q: 3 clusters Score -312722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -312723.875000 Penalty: 2758.657227
	Iteration 62Q: 3 clusters Score -312723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -312724.531250 Penalty: 2758.657227
	Iteration 63Q: 3 clusters Score -312724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -312724.718750 Penalty: 2758.657227
	Iteration 64Q: 3 clusters Score -312724.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -312728.343750 Penalty: 2758.657227
	Iteration 65Q: 3 clusters Score -312728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -312730.187500 Penalty: 2758.657227
	Iteration 66Q: 3 clusters Score -312730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -312732.218750 Penalty: 2758.657227
	Iteration 67Q: 3 clusters Score -312732.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -312736.406250 Penalty: 2758.657227
	Iteration 68Q: 3 clusters Score -312736.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -312740.968750 Penalty: 2758.657227
	Iteration 69Q: 3 clusters Score -312741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -312744.906250 Penalty: 2758.657227
	Iteration 70Q: 3 clusters Score -312744.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -312750.656250 Penalty: 2758.657227
	Iteration 71Q: 3 clusters Score -312750.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -312757.750000 Penalty: 2758.657227
	Iteration 72Q: 3 clusters Score -312757.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -312759.968750 Penalty: 2758.657227
	Iteration 73Q: 3 clusters Score -312760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -312762.312500 Penalty: 2758.657227
	Iteration 74Q: 3 clusters Score -312762.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -312763.906250 Penalty: 2758.657227
	Iteration 75Q: 3 clusters Score -312763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -312767.375000 Penalty: 2758.657227
	Iteration 76Q: 3 clusters Score -312767.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -312770.843750 Penalty: 2758.657227
	Iteration 77Q: 3 clusters Score -312770.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -312774.218750 Penalty: 2758.657227
	Iteration 78Q: 3 clusters Score -312774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -312776.500000 Penalty: 2758.657227
	Iteration 79Q: 3 clusters Score -312776.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -312776.562500 Penalty: 2758.657227
	Iteration 80F: 3 clusters Score -312776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -312777.125000 Penalty: 2758.657227
	Iteration 81Q: 3 clusters Score -312777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -312779.531250 Penalty: 2758.657227
	Iteration 82Q: 3 clusters Score -312779.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -312783.187500 Penalty: 2758.657227
	Iteration 83Q: 3 clusters Score -312783.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -312786.937500 Penalty: 2758.657227
	Iteration 84Q: 3 clusters Score -312786.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -312789.468750 Penalty: 2758.657227
	Iteration 85Q: 3 clusters Score -312789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -312789.656250 Penalty: 2758.657227
	Iteration 86Q: 3 clusters Score -312789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -312789.906250 Penalty: 2758.657227
	Iteration 87Q: 3 clusters Score -312789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -312791.218750 Penalty: 2758.657227
	Iteration 88Q: 3 clusters Score -312791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -312791.218750 Penalty: 2758.657227
	Iteration 89Q: 3 clusters Score -312791.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -312791.218750 Penalty: 2758.657227
	Iteration 90F: 3 clusters Score -312791.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Entering Unmasked Estep 
Score: -799336.625000 Penalty: 1536.018799
	Iteration 0F: 2 clusters Score -799336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -790448.125000 Penalty: 3072.037598
	Iteration 0F: 3 clusters Score -790448.1 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -793380.687500 Penalty: 3072.037598
	Iteration 1F: 3 clusters Score -793380.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -793657.187500 Penalty: 3072.037598
	Iteration 2F: 3 clusters Score -793657.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -793865.125000 Penalty: 3072.037598
	Iteration 3Q: 3 clusters Score -793865.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -794045.187500 Penalty: 3072.037598
	Iteration 4Q: 3 clusters Score -794045.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -794212.937500 Penalty: 3072.037598
	Iteration 5Q: 3 clusters Score -794212.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -794362.375000 Penalty: 3072.037598
	Iteration 6Q: 3 clusters Score -794362.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -794498.375000 Penalty: 3072.037598
	Iteration 7Q: 3 clusters Score -794498.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -794632.250000 Penalty: 3072.037598
	Iteration 8Q: 3 clusters Score -794632.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -794774.687500 Penalty: 3072.037598
	Iteration 9Q: 3 clusters Score -794774.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -794928.562500 Penalty: 3072.037598
	Iteration 10Q: 3 clusters Score -794928.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -795086.187500 Penalty: 3072.037598
	Iteration 11Q: 3 clusters Score -795086.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -795290.625000 Penalty: 3072.037598
	Iteration 12Q: 3 clusters Score -795290.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -795568.687500 Penalty: 3072.037598
	Iteration 13Q: 3 clusters Score -795568.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -795896.750000 Penalty: 3072.037598
	Iteration 14Q: 3 clusters Score -795896.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -796231.625000 Penalty: 3072.037598
	Iteration 15Q: 3 clusters Score -796231.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -796526.062500 Penalty: 3072.037598
	Iteration 16Q: 3 clusters Score -796526.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -796754.562500 Penalty: 3072.037598
	Iteration 17Q: 3 clusters Score -796754.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -796915.312500 Penalty: 3072.037598
	Iteration 18Q: 3 clusters Score -796915.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -797068.187500 Penalty: 3072.037598
	Iteration 19Q: 3 clusters Score -797068.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -797205.000000 Penalty: 3072.037598
	Iteration 20F: 3 clusters Score -797205 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -797323.312500 Penalty: 3072.037598
	Iteration 21Q: 3 clusters Score -797323.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -797437.750000 Penalty: 3072.037598
	Iteration 22Q: 3 clusters Score -797437.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -797541.500000 Penalty: 3072.037598
	Iteration 23Q: 3 clusters Score -797541.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -797621.312500 Penalty: 3072.037598
	Iteration 24Q: 3 clusters Score -797621.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -797689.250000 Penalty: 3072.037598
	Iteration 25Q: 3 clusters Score -797689.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -797734.250000 Penalty: 3072.037598
	Iteration 26Q: 3 clusters Score -797734.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -797768.375000 Penalty: 3072.037598
	Iteration 27Q: 3 clusters Score -797768.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -797791.937500 Penalty: 3072.037598
	Iteration 28Q: 3 clusters Score -797791.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -797810.062500 Penalty: 3072.037598
	Iteration 29Q: 3 clusters Score -797810.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -797831.750000 Penalty: 3072.037598
	Iteration 30Q: 3 clusters Score -797831.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -797856.812500 Penalty: 3072.037598
	Iteration 31Q: 3 clusters Score -797856.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -797884.375000 Penalty: 3072.037598
	Iteration 32Q: 3 clusters Score -797884.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -797908.875000 Penalty: 3072.037598
	Iteration 33Q: 3 clusters Score -797908.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -797932.937500 Penalty: 3072.037598
	Iteration 34Q: 3 clusters Score -797932.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -797958.687500 Penalty: 3072.037598
	Iteration 35Q: 3 clusters Score -797958.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -797975.312500 Penalty: 3072.037598
	Iteration 36Q: 3 clusters Score -797975.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -797997.062500 Penalty: 3072.037598
	Iteration 37Q: 3 clusters Score -797997.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -798012.187500 Penalty: 3072.037598
	Iteration 38Q: 3 clusters Score -798012.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -798023.687500 Penalty: 3072.037598
	Iteration 39Q: 3 clusters Score -798023.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -798030.750000 Penalty: 3072.037598
	Iteration 40F: 3 clusters Score -798030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -798035.125000 Penalty: 3072.037598
	Iteration 41Q: 3 clusters Score -798035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -798040.937500 Penalty: 3072.037598
	Iteration 42Q: 3 clusters Score -798040.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -798042.812500 Penalty: 3072.037598
	Iteration 43Q: 3 clusters Score -798042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -798046.812500 Penalty: 3072.037598
	Iteration 44Q: 3 clusters Score -798046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -798049.250000 Penalty: 3072.037598
	Iteration 45Q: 3 clusters Score -798049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -798048.812500 Penalty: 3072.037598
	Iteration 46Q: 3 clusters Score -798048.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -798048.812500 Penalty: 3072.037598
	Iteration 47F: 3 clusters Score -798048.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Entering Unmasked Estep 
Score: -411456.500000 Penalty: 1436.406006
	Iteration 0F: 2 clusters Score -411456.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -406288.656250 Penalty: 2872.812012
	Iteration 0F: 3 clusters Score -406288.7 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -407847.312500 Penalty: 2872.812012
	Iteration 1F: 3 clusters Score -407847.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -408128.000000 Penalty: 2872.812012
	Iteration 2F: 3 clusters Score -408128 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -408391.625000 Penalty: 2872.812012
	Iteration 3F: 3 clusters Score -408391.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -408719.781250 Penalty: 2872.812012
	Iteration 4F: 3 clusters Score -408719.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -409101.375000 Penalty: 2872.812012
	Iteration 5F: 3 clusters Score -409101.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -409462.843750 Penalty: 2872.812012
	Iteration 6F: 3 clusters Score -409462.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -409748.750000 Penalty: 2872.812012
	Iteration 7F: 3 clusters Score -409748.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -409937.343750 Penalty: 2872.812012
	Iteration 8Q: 3 clusters Score -409937.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -410033.406250 Penalty: 2872.812012
	Iteration 9Q: 3 clusters Score -410033.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -410105.500000 Penalty: 2872.812012
	Iteration 10Q: 3 clusters Score -410105.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -410147.500000 Penalty: 2872.812012
	Iteration 11Q: 3 clusters Score -410147.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -410180.218750 Penalty: 2872.812012
	Iteration 12Q: 3 clusters Score -410180.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -410210.656250 Penalty: 2872.812012
	Iteration 13Q: 3 clusters Score -410210.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -410225.937500 Penalty: 2872.812012
	Iteration 14Q: 3 clusters Score -410225.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -410237.875000 Penalty: 2872.812012
	Iteration 15Q: 3 clusters Score -410237.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -410252.218750 Penalty: 2872.812012
	Iteration 16Q: 3 clusters Score -410252.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -410265.375000 Penalty: 2872.812012
	Iteration 17Q: 3 clusters Score -410265.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -410281.031250 Penalty: 2872.812012
	Iteration 18Q: 3 clusters Score -410281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -410297.500000 Penalty: 2872.812012
	Iteration 19Q: 3 clusters Score -410297.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -410310.750000 Penalty: 2872.812012
	Iteration 20F: 3 clusters Score -410310.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -410325.500000 Penalty: 2872.812012
	Iteration 21Q: 3 clusters Score -410325.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -410340.187500 Penalty: 2872.812012
	Iteration 22Q: 3 clusters Score -410340.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -410350.312500 Penalty: 2872.812012
	Iteration 23Q: 3 clusters Score -410350.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -410366.000000 Penalty: 2872.812012
	Iteration 24Q: 3 clusters Score -410366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -410382.156250 Penalty: 2872.812012
	Iteration 25Q: 3 clusters Score -410382.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -410399.656250 Penalty: 2872.812012
	Iteration 26Q: 3 clusters Score -410399.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -410421.375000 Penalty: 2872.812012
	Iteration 27Q: 3 clusters Score -410421.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -410437.500000 Penalty: 2872.812012
	Iteration 28Q: 3 clusters Score -410437.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -410452.437500 Penalty: 2872.812012
	Iteration 29Q: 3 clusters Score -410452.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -410470.875000 Penalty: 2872.812012
	Iteration 30Q: 3 clusters Score -410470.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -410482.906250 Penalty: 2872.812012
	Iteration 31Q: 3 clusters Score -410482.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -410494.625000 Penalty: 2872.812012
	Iteration 32Q: 3 clusters Score -410494.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -410505.875000 Penalty: 2872.812012
	Iteration 33Q: 3 clusters Score -410505.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -410515.187500 Penalty: 2872.812012
	Iteration 34Q: 3 clusters Score -410515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -410529.250000 Penalty: 2872.812012
	Iteration 35Q: 3 clusters Score -410529.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -410546.187500 Penalty: 2872.812012
	Iteration 36Q: 3 clusters Score -410546.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -410566.000000 Penalty: 2872.812012
	Iteration 37Q: 3 clusters Score -410566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -410576.750000 Penalty: 2872.812012
	Iteration 38Q: 3 clusters Score -410576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -410579.343750 Penalty: 2872.812012
	Iteration 39Q: 3 clusters Score -410579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -410581.500000 Penalty: 2872.812012
	Iteration 40F: 3 clusters Score -410581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -410582.437500 Penalty: 2872.812012
	Iteration 41Q: 3 clusters Score -410582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -410583.968750 Penalty: 2872.812012
	Iteration 42Q: 3 clusters Score -410584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -410583.968750 Penalty: 2872.812012
	Iteration 43F: 3 clusters Score -410584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -364207.750000 Penalty: 1415.502441
	Iteration 0F: 2 clusters Score -364207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -359518.000000 Penalty: 2831.004883
	Iteration 0F: 3 clusters Score -359518 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -360914.218750 Penalty: 2831.004883
	Iteration 1F: 3 clusters Score -360914.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -361137.062500 Penalty: 2831.004883
	Iteration 2F: 3 clusters Score -361137.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -361319.125000 Penalty: 2831.004883
	Iteration 3F: 3 clusters Score -361319.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -361510.562500 Penalty: 2831.004883
	Iteration 4Q: 3 clusters Score -361510.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -361717.031250 Penalty: 2831.004883
	Iteration 5Q: 3 clusters Score -361717 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -361878.812500 Penalty: 2831.004883
	Iteration 6Q: 3 clusters Score -361878.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -362012.156250 Penalty: 2831.004883
	Iteration 7Q: 3 clusters Score -362012.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -362113.781250 Penalty: 2831.004883
	Iteration 8Q: 3 clusters Score -362113.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -362196.968750 Penalty: 2831.004883
	Iteration 9Q: 3 clusters Score -362197 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -362272.718750 Penalty: 2831.004883
	Iteration 10Q: 3 clusters Score -362272.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -362352.968750 Penalty: 2831.004883
	Iteration 11Q: 3 clusters Score -362353 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -362454.281250 Penalty: 2831.004883
	Iteration 12Q: 3 clusters Score -362454.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -362614.687500 Penalty: 2831.004883
	Iteration 13Q: 3 clusters Score -362614.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -362868.718750 Penalty: 2831.004883
	Iteration 14Q: 3 clusters Score -362868.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -363155.437500 Penalty: 2831.004883
	Iteration 15Q: 3 clusters Score -363155.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -363401.125000 Penalty: 2831.004883
	Iteration 16Q: 3 clusters Score -363401.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -363554.187500 Penalty: 2831.004883
	Iteration 17Q: 3 clusters Score -363554.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -363622.468750 Penalty: 2831.004883
	Iteration 18Q: 3 clusters Score -363622.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -363667.250000 Penalty: 2831.004883
	Iteration 19Q: 3 clusters Score -363667.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -363695.656250 Penalty: 2831.004883
	Iteration 20F: 3 clusters Score -363695.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -363728.125000 Penalty: 2831.004883
	Iteration 21Q: 3 clusters Score -363728.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -363748.437500 Penalty: 2831.004883
	Iteration 22Q: 3 clusters Score -363748.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -363763.406250 Penalty: 2831.004883
	Iteration 23Q: 3 clusters Score -363763.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -363779.406250 Penalty: 2831.004883
	Iteration 24Q: 3 clusters Score -363779.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -363792.125000 Penalty: 2831.004883
	Iteration 25Q: 3 clusters Score -363792.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -363797.218750 Penalty: 2831.004883
	Iteration 26Q: 3 clusters Score -363797.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -363801.843750 Penalty: 2831.004883
	Iteration 27Q: 3 clusters Score -363801.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -363807.062500 Penalty: 2831.004883
	Iteration 28Q: 3 clusters Score -363807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -363807.250000 Penalty: 2831.004883
	Iteration 29Q: 3 clusters Score -363807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -363809.062500 Penalty: 2831.004883
	Iteration 30Q: 3 clusters Score -363809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -363810.125000 Penalty: 2831.004883
	Iteration 31Q: 3 clusters Score -363810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -363811.250000 Penalty: 2831.004883
	Iteration 32Q: 3 clusters Score -363811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -363812.906250 Penalty: 2831.004883
	Iteration 33Q: 3 clusters Score -363812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -363814.625000 Penalty: 2831.004883
	Iteration 34Q: 3 clusters Score -363814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -363816.281250 Penalty: 2831.004883
	Iteration 35Q: 3 clusters Score -363816.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -363817.156250 Penalty: 2831.004883
	Iteration 36Q: 3 clusters Score -363817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -363819.125000 Penalty: 2831.004883
	Iteration 37Q: 3 clusters Score -363819.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -363821.250000 Penalty: 2831.004883
	Iteration 38Q: 3 clusters Score -363821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -363822.937500 Penalty: 2831.004883
	Iteration 39Q: 3 clusters Score -363822.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -363824.312500 Penalty: 2831.004883
	Iteration 40F: 3 clusters Score -363824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -363824.500000 Penalty: 2831.004883
	Iteration 41Q: 3 clusters Score -363824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -363826.187500 Penalty: 2831.004883
	Iteration 42Q: 3 clusters Score -363826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -363825.843750 Penalty: 2831.004883
	Iteration 43Q: 3 clusters Score -363825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -363826.593750 Penalty: 2831.004883
	Iteration 44Q: 3 clusters Score -363826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -363825.781250 Penalty: 2831.004883
	Iteration 45Q: 3 clusters Score -363825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -363825.781250 Penalty: 2831.004883
	Iteration 46F: 3 clusters Score -363825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -134436.093750 Penalty: 1262.524048
	Iteration 0F: 2 clusters Score -134436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -132100.078125 Penalty: 2525.048096
	Iteration 0F: 3 clusters Score -132100.1 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -132669.984375 Penalty: 2525.048096
	Iteration 1F: 3 clusters Score -132670 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -132831.187500 Penalty: 2525.048096
	Iteration 2F: 3 clusters Score -132831.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -132913.218750 Penalty: 2525.048096
	Iteration 3F: 3 clusters Score -132913.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -132993.312500 Penalty: 2525.048096
	Iteration 4Q: 3 clusters Score -132993.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -133062.250000 Penalty: 2525.048096
	Iteration 5Q: 3 clusters Score -133062.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -133108.250000 Penalty: 2525.048096
	Iteration 6Q: 3 clusters Score -133108.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -133143.484375 Penalty: 2525.048096
	Iteration 7Q: 3 clusters Score -133143.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -133171.718750 Penalty: 2525.048096
	Iteration 8Q: 3 clusters Score -133171.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -133195.890625 Penalty: 2525.048096
	Iteration 9Q: 3 clusters Score -133195.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -133214.687500 Penalty: 2525.048096
	Iteration 10Q: 3 clusters Score -133214.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -133235.828125 Penalty: 2525.048096
	Iteration 11Q: 3 clusters Score -133235.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -133278.125000 Penalty: 2525.048096
	Iteration 12Q: 3 clusters Score -133278.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -133308.234375 Penalty: 2525.048096
	Iteration 13Q: 3 clusters Score -133308.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -133338.265625 Penalty: 2525.048096
	Iteration 14Q: 3 clusters Score -133338.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -133361.046875 Penalty: 2525.048096
	Iteration 15Q: 3 clusters Score -133361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -133379.109375 Penalty: 2525.048096
	Iteration 16Q: 3 clusters Score -133379.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -133397.546875 Penalty: 2525.048096
	Iteration 17Q: 3 clusters Score -133397.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -133419.000000 Penalty: 2525.048096
	Iteration 18Q: 3 clusters Score -133419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -133440.843750 Penalty: 2525.048096
	Iteration 19Q: 3 clusters Score -133440.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -133464.562500 Penalty: 2525.048096
	Iteration 20F: 3 clusters Score -133464.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -133482.953125 Penalty: 2525.048096
	Iteration 21Q: 3 clusters Score -133483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -133500.968750 Penalty: 2525.048096
	Iteration 22Q: 3 clusters Score -133501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -133514.109375 Penalty: 2525.048096
	Iteration 23Q: 3 clusters Score -133514.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -133524.062500 Penalty: 2525.048096
	Iteration 24Q: 3 clusters Score -133524.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -133541.125000 Penalty: 2525.048096
	Iteration 25Q: 3 clusters Score -133541.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -133556.656250 Penalty: 2525.048096
	Iteration 26Q: 3 clusters Score -133556.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -133567.125000 Penalty: 2525.048096
	Iteration 27Q: 3 clusters Score -133567.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -133583.421875 Penalty: 2525.048096
	Iteration 28Q: 3 clusters Score -133583.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -133605.031250 Penalty: 2525.048096
	Iteration 29Q: 3 clusters Score -133605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -133633.000000 Penalty: 2525.048096
	Iteration 30Q: 3 clusters Score -133633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -133652.750000 Penalty: 2525.048096
	Iteration 31Q: 3 clusters Score -133652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -133677.750000 Penalty: 2525.048096
	Iteration 32Q: 3 clusters Score -133677.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -133692.578125 Penalty: 2525.048096
	Iteration 33Q: 3 clusters Score -133692.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -133699.093750 Penalty: 2525.048096
	Iteration 34Q: 3 clusters Score -133699.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -133702.281250 Penalty: 2525.048096
	Iteration 35Q: 3 clusters Score -133702.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -133704.500000 Penalty: 2525.048096
	Iteration 36Q: 3 clusters Score -133704.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -133705.937500 Penalty: 2525.048096
	Iteration 37Q: 3 clusters Score -133705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -133707.640625 Penalty: 2525.048096
	Iteration 38Q: 3 clusters Score -133707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -133710.859375 Penalty: 2525.048096
	Iteration 39Q: 3 clusters Score -133710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -133715.187500 Penalty: 2525.048096
	Iteration 40F: 3 clusters Score -133715.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -133719.125000 Penalty: 2525.048096
	Iteration 41Q: 3 clusters Score -133719.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -133721.671875 Penalty: 2525.048096
	Iteration 42Q: 3 clusters Score -133721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -133724.171875 Penalty: 2525.048096
	Iteration 43Q: 3 clusters Score -133724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -133725.015625 Penalty: 2525.048096
	Iteration 44Q: 3 clusters Score -133725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -133725.015625 Penalty: 2525.048096
	Iteration 45F: 3 clusters Score -133725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -273456.625000 Penalty: 1392.096069
	Iteration 0F: 2 clusters Score -273456.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -269340.875000 Penalty: 2784.192139
	Iteration 0F: 3 clusters Score -269340.9 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -270731.687500 Penalty: 2784.192139
	Iteration 1F: 3 clusters Score -270731.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -271142.312500 Penalty: 2784.192139
	Iteration 2F: 3 clusters Score -271142.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -271484.875000 Penalty: 2784.192139
	Iteration 3F: 3 clusters Score -271484.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -271765.750000 Penalty: 2784.192139
	Iteration 4F: 3 clusters Score -271765.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -271982.656250 Penalty: 2784.192139
	Iteration 5F: 3 clusters Score -271982.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -272139.687500 Penalty: 2784.192139
	Iteration 6Q: 3 clusters Score -272139.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -272255.187500 Penalty: 2784.192139
	Iteration 7Q: 3 clusters Score -272255.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -272351.562500 Penalty: 2784.192139
	Iteration 8Q: 3 clusters Score -272351.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -272438.531250 Penalty: 2784.192139
	Iteration 9Q: 3 clusters Score -272438.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -272506.593750 Penalty: 2784.192139
	Iteration 10Q: 3 clusters Score -272506.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -272555.156250 Penalty: 2784.192139
	Iteration 11Q: 3 clusters Score -272555.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -272587.812500 Penalty: 2784.192139
	Iteration 12Q: 3 clusters Score -272587.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -272612.312500 Penalty: 2784.192139
	Iteration 13Q: 3 clusters Score -272612.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -272632.187500 Penalty: 2784.192139
	Iteration 14Q: 3 clusters Score -272632.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -272645.031250 Penalty: 2784.192139
	Iteration 15Q: 3 clusters Score -272645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -272658.406250 Penalty: 2784.192139
	Iteration 16Q: 3 clusters Score -272658.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -272669.156250 Penalty: 2784.192139
	Iteration 17Q: 3 clusters Score -272669.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -272677.468750 Penalty: 2784.192139
	Iteration 18Q: 3 clusters Score -272677.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -272683.875000 Penalty: 2784.192139
	Iteration 19Q: 3 clusters Score -272683.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -272691.156250 Penalty: 2784.192139
	Iteration 20F: 3 clusters Score -272691.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -272701.250000 Penalty: 2784.192139
	Iteration 21Q: 3 clusters Score -272701.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -272706.062500 Penalty: 2784.192139
	Iteration 22Q: 3 clusters Score -272706.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -272713.562500 Penalty: 2784.192139
	Iteration 23Q: 3 clusters Score -272713.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -272717.906250 Penalty: 2784.192139
	Iteration 24Q: 3 clusters Score -272717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -272721.062500 Penalty: 2784.192139
	Iteration 25Q: 3 clusters Score -272721.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -272723.687500 Penalty: 2784.192139
	Iteration 26Q: 3 clusters Score -272723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -272724.718750 Penalty: 2784.192139
	Iteration 27Q: 3 clusters Score -272724.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -272725.343750 Penalty: 2784.192139
	Iteration 28Q: 3 clusters Score -272725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -272727.187500 Penalty: 2784.192139
	Iteration 29Q: 3 clusters Score -272727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -272727.812500 Penalty: 2784.192139
	Iteration 30Q: 3 clusters Score -272727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -272727.812500 Penalty: 2784.192139
	Iteration 31F: 3 clusters Score -272727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Entering Unmasked Estep 
Score: -502609.093750 Penalty: 1467.727661
	Iteration 0F: 2 clusters Score -502609.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -496515.750000 Penalty: 2935.455322
	Iteration 0F: 3 clusters Score -496515.8 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -498318.031250 Penalty: 2935.455322
	Iteration 1F: 3 clusters Score -498318 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -498504.218750 Penalty: 2935.455322
	Iteration 2F: 3 clusters Score -498504.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -498641.906250 Penalty: 2935.455322
	Iteration 3Q: 3 clusters Score -498641.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -498734.500000 Penalty: 2935.455322
	Iteration 4Q: 3 clusters Score -498734.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -498794.031250 Penalty: 2935.455322
	Iteration 5Q: 3 clusters Score -498794 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -498832.906250 Penalty: 2935.455322
	Iteration 6Q: 3 clusters Score -498832.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -498875.468750 Penalty: 2935.455322
	Iteration 7Q: 3 clusters Score -498875.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -498918.218750 Penalty: 2935.455322
	Iteration 8Q: 3 clusters Score -498918.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -498954.375000 Penalty: 2935.455322
	Iteration 9Q: 3 clusters Score -498954.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -498988.375000 Penalty: 2935.455322
	Iteration 10Q: 3 clusters Score -498988.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -499023.875000 Penalty: 2935.455322
	Iteration 11Q: 3 clusters Score -499023.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -499058.968750 Penalty: 2935.455322
	Iteration 12Q: 3 clusters Score -499059 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -499100.125000 Penalty: 2935.455322
	Iteration 13Q: 3 clusters Score -499100.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -499141.375000 Penalty: 2935.455322
	Iteration 14Q: 3 clusters Score -499141.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -499179.125000 Penalty: 2935.455322
	Iteration 15Q: 3 clusters Score -499179.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -499219.250000 Penalty: 2935.455322
	Iteration 16Q: 3 clusters Score -499219.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -499256.375000 Penalty: 2935.455322
	Iteration 17Q: 3 clusters Score -499256.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -499290.406250 Penalty: 2935.455322
	Iteration 18Q: 3 clusters Score -499290.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -499329.468750 Penalty: 2935.455322
	Iteration 19Q: 3 clusters Score -499329.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -499389.718750 Penalty: 2935.455322
	Iteration 20F: 3 clusters Score -499389.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -499447.031250 Penalty: 2935.455322
	Iteration 21Q: 3 clusters Score -499447 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -499516.343750 Penalty: 2935.455322
	Iteration 22Q: 3 clusters Score -499516.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -499596.312500 Penalty: 2935.455322
	Iteration 23Q: 3 clusters Score -499596.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -499697.656250 Penalty: 2935.455322
	Iteration 24Q: 3 clusters Score -499697.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -499824.062500 Penalty: 2935.455322
	Iteration 25Q: 3 clusters Score -499824.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -499953.718750 Penalty: 2935.455322
	Iteration 26Q: 3 clusters Score -499953.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -500098.156250 Penalty: 2935.455322
	Iteration 27Q: 3 clusters Score -500098.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -500253.000000 Penalty: 2935.455322
	Iteration 28Q: 3 clusters Score -500253 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -500420.500000 Penalty: 2935.455322
	Iteration 29Q: 3 clusters Score -500420.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -500566.281250 Penalty: 2935.455322
	Iteration 30Q: 3 clusters Score -500566.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -500707.000000 Penalty: 2935.455322
	Iteration 31Q: 3 clusters Score -500707 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -500829.812500 Penalty: 2935.455322
	Iteration 32Q: 3 clusters Score -500829.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -500960.406250 Penalty: 2935.455322
	Iteration 33Q: 3 clusters Score -500960.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -501068.281250 Penalty: 2935.455322
	Iteration 34Q: 3 clusters Score -501068.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -501141.093750 Penalty: 2935.455322
	Iteration 35Q: 3 clusters Score -501141.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -501194.437500 Penalty: 2935.455322
	Iteration 36Q: 3 clusters Score -501194.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -501234.468750 Penalty: 2935.455322
	Iteration 37Q: 3 clusters Score -501234.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -501263.718750 Penalty: 2935.455322
	Iteration 38Q: 3 clusters Score -501263.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -501287.156250 Penalty: 2935.455322
	Iteration 39Q: 3 clusters Score -501287.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -501302.656250 Penalty: 2935.455322
	Iteration 40F: 3 clusters Score -501302.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -501312.468750 Penalty: 2935.455322
	Iteration 41Q: 3 clusters Score -501312.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -501320.406250 Penalty: 2935.455322
	Iteration 42Q: 3 clusters Score -501320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -501323.093750 Penalty: 2935.455322
	Iteration 43Q: 3 clusters Score -501323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -501325.468750 Penalty: 2935.455322
	Iteration 44Q: 3 clusters Score -501325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -501326.968750 Penalty: 2935.455322
	Iteration 45Q: 3 clusters Score -501327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -501326.968750 Penalty: 2935.455322
	Iteration 46F: 3 clusters Score -501327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Entering Unmasked Estep 
Score: -772097.937500 Penalty: 1539.014160
	Iteration 0F: 2 clusters Score -772097.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -763037.812500 Penalty: 3078.028320
	Iteration 0F: 3 clusters Score -763037.8 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -766050.250000 Penalty: 3078.028320
	Iteration 1F: 3 clusters Score -766050.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -766355.500000 Penalty: 3078.028320
	Iteration 2F: 3 clusters Score -766355.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -766688.625000 Penalty: 3078.028320
	Iteration 3F: 3 clusters Score -766688.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -767111.375000 Penalty: 3078.028320
	Iteration 4F: 3 clusters Score -767111.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -767652.500000 Penalty: 3078.028320
	Iteration 5F: 3 clusters Score -767652.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -768310.312500 Penalty: 3078.028320
	Iteration 6F: 3 clusters Score -768310.3 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -768985.812500 Penalty: 3078.028320
	Iteration 7F: 3 clusters Score -768985.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -769589.187500 Penalty: 3078.028320
	Iteration 8F: 3 clusters Score -769589.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -770087.500000 Penalty: 3078.028320
	Iteration 9Q: 3 clusters Score -770087.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -770573.375000 Penalty: 3078.028320
	Iteration 10Q: 3 clusters Score -770573.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -771004.062500 Penalty: 3078.028320
	Iteration 11Q: 3 clusters Score -771004.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -771414.562500 Penalty: 3078.028320
	Iteration 12Q: 3 clusters Score -771414.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -771675.875000 Penalty: 3078.028320
	Iteration 13Q: 3 clusters Score -771675.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -771789.375000 Penalty: 3078.028320
	Iteration 14Q: 3 clusters Score -771789.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -771835.125000 Penalty: 3078.028320
	Iteration 15Q: 3 clusters Score -771835.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -771848.250000 Penalty: 3078.028320
	Iteration 16Q: 3 clusters Score -771848.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -771855.750000 Penalty: 3078.028320
	Iteration 17Q: 3 clusters Score -771855.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -771864.000000 Penalty: 3078.028320
	Iteration 18Q: 3 clusters Score -771864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -771865.187500 Penalty: 3078.028320
	Iteration 19Q: 3 clusters Score -771865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -771865.687500 Penalty: 3078.028320
	Iteration 20F: 3 clusters Score -771865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -771867.187500 Penalty: 3078.028320
	Iteration 21Q: 3 clusters Score -771867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -771867.750000 Penalty: 3078.028320
	Iteration 22Q: 3 clusters Score -771867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -771869.812500 Penalty: 3078.028320
	Iteration 23Q: 3 clusters Score -771869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -771870.562500 Penalty: 3078.028320
	Iteration 24Q: 3 clusters Score -771870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -771869.937500 Penalty: 3078.028320
	Iteration 25Q: 3 clusters Score -771869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -771870.625000 Penalty: 3078.028320
	Iteration 26Q: 3 clusters Score -771870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -771871.187500 Penalty: 3078.028320
	Iteration 27Q: 3 clusters Score -771871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -771872.312500 Penalty: 3078.028320
	Iteration 28Q: 3 clusters Score -771872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -771870.687500 Penalty: 3078.028320
	Iteration 29Q: 3 clusters Score -771870.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -771871.687500 Penalty: 3078.028320
	Iteration 30Q: 3 clusters Score -771871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -771873.250000 Penalty: 3078.028320
	Iteration 31Q: 3 clusters Score -771873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -771873.312500 Penalty: 3078.028320
	Iteration 32Q: 3 clusters Score -771873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -771874.250000 Penalty: 3078.028320
	Iteration 33Q: 3 clusters Score -771874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -771874.375000 Penalty: 3078.028320
	Iteration 34Q: 3 clusters Score -771874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -771875.562500 Penalty: 3078.028320
	Iteration 35Q: 3 clusters Score -771875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -771875.812500 Penalty: 3078.028320
	Iteration 36Q: 3 clusters Score -771875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -771875.812500 Penalty: 3078.028320
	Iteration 37F: 3 clusters Score -771875.8 nChanged 0
--- Evaluating fit on full set of 1375465 points ---
Entering Unmasked Estep 
Score: -80857336.000000 Penalty: 52826.953125
25->24 Clusters: Score -80857336.000000, best is -80964240.000000

Main iterations: 0 (time per=infms)
Total iterations: 38881 (time per=137.356036ms)
Iterations metric 2: 899895328768.000000 (time per=5.934624ns)
Iterations metric 3: 21598614585344.000000 (time per=247.263083ps)

That took 5340.540039 seconds.
